diff --git a/ElectrolysisProtocols/README.md b/ElectrolysisProtocols/README.md new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/ElectrolysisProtocols/README.md @@ -0,0 +1 @@ + diff --git a/ElectrolysisProtocols/data.jl b/ElectrolysisProtocols/data.jl new file mode 100644 index 00000000..04cbcd3a --- /dev/null +++ b/ElectrolysisProtocols/data.jl @@ -0,0 +1,75 @@ +# Power-to-X Modelling and Optimization +#************************************************************************ +# Input Data +#************************************************************************ +using DataFrames +using XLSX +using PyCall +using Plots +digs = 2 # rounding digits +#************************************************************************ + +# ERCOT Real-Time Market (RTM) Data +Scenario_rt_15min = DataFrame(XLSX.readtable("ercot_rtm_July2024.xlsx","July $date")) +T = collect(1:nrow(Scenario_rt_15min)) # ERCOT RTM one-day data, length(T) = 96 = 4 * 24 +time_res_rt = 0.25 # time resolution of RTM in hour +lambda_M = Scenario_rt_15min[!,:"Bus average LMP"] # RTM market price in $/MWh + +# Electrolyzer +max_load = 1.0 # maximum power load rate in % +min_load = 0.15 # minimum power load rate in % +start_cost = 15 # cold start-up cost in $/MW + +A = 18.031 # slope of H2 production curve in kg/MWh +B = 2.628 # intercept of H2 production curve in kg/h +eta_full_load = A # constant production efficieny in kg/MWh + +# Storage +soc_0 = 0 # initial storage state of charge (SOC) in kg + +# Protocols for structured scheduling (slot length = L, period = p, duty cycle = d, capacity = c) + +prot_diff_L = [ + [1 , 0.15, 1 , 0.15], # L = 4, p = 2, d = 0.5 , c = 1.0 + [0.5 , 0.15, 0.5 , 0.15], # L = 4, p = 2, d = 0.5 , c = 0.5 + [0.15, 0.15, 1 , 1 ], # L = 4, p = 4, d = 0.5 , c = 1.0 + [0.15, 0.15, 0.5 , 0.5 ], # L = 4, p = 4, d = 0.5 , c = 0.5 + [1 , 1 , 1 , 0.15], # L = 4, p = 4, d = 0.75, c = 1.0 + [1 , 0.15, 0.15, 0.15], # L = 4, p = 4, d = 0.25, c = 1.0 + [1 , 1 , 0.15, 0.15, 0.15, 0.15, 1 , 1 ], # L = 8, p = 8, d = 0.5 , c = 1.0 + [0.15, 0.15, 0.5 , 0.5 , 0.5 , 0.5 , 0.15, 0.15], # L = 8, p = 8, d = 0.5 , c = 0.5 + [0.15, 0.15, 0.5 , 0.5 , 0.5 , 0.5 , 0.5 , 0.5 ], # L = 8, p = 8, d = 0.75, c = 0.5 + [0.5 , 0.5 , 0.15, 0.15, 0.15, 0.15, 0.15, 0.15] # L = 8, p = 8, d = 0.25, c = 0.5 + ] + +prot_L_8 = [ + [1 , 0.15, 1 , 0.15, 1 , 0.15, 1 , 0.15], # L = 8, p = 2, d = 0.5 , c = 1.0 + [0.5 , 0.15, 0.5 , 0.15, 0.5 , 0.15, 0.5 , 0.15], # L = 8, p = 2, d = 0.5 , c = 0.5 + [0.15, 0.15, 1 , 1 , 0.15, 0.15, 1 , 1 ], # L = 8, p = 4, d = 0.5 , c = 1.0 + [0.15, 0.15, 0.5 , 0.5 , 0.15, 0.15, 0.5 , 0.5 ], # L = 8, p = 4, d = 0.5 , c = 0.5 + [1 , 1 , 1 , 0.15, 1 , 1 , 1 , 0.15], # L = 8, p = 4, d = 0.75, c = 1.0 + [1 , 0.15, 0.15, 0.15, 1 , 0.15, 0.15, 0.15], # L = 8, p = 4, d = 0.25, c = 1.0 + [1 , 1 , 0.15, 0.15, 0.15, 0.15, 1 , 1 ], # L = 8, p = 8, d = 0.5 , c = 1.0 + [0.15, 0.15, 0.5 , 0.5 , 0.5 , 0.5 , 0.15, 0.15], # L = 8, p = 8, d = 0.5 , c = 0.5 + [0.15, 0.15, 0.5 , 0.5 , 0.5 , 0.5 , 0.5 , 0.5 ], # L = 8, p = 8, d = 0.75, c = 0.5 + [0.5 , 0.5 , 0.15, 0.15, 0.15, 0.15, 0.15, 0.15] # L = 8, p = 8, d = 0.25, c = 0.5 + ] + +prot_L_4 = [ + [1 , 0.15, 1 , 0.15], # L = 4, p = 2, d = 0.5 , c = 1.0 + [0.5 , 0.15, 0.5 , 0.15], # L = 4, p = 2, d = 0.5 , c = 0.5 + [0.15, 0.15, 1 , 1 ], # L = 4, p = 4, d = 0.5 , c = 1.0 + [0.15, 0.15, 0.5 , 0.5 ], # L = 4, p = 4, d = 0.5 , c = 0.5 + [1 , 1 , 1 , 0.15], # L = 4, p = 4, d = 0.75, c = 1.0 + [0.5 , 0.5 , 0.5 , 0.15], # L = 4, p = 4, d = 0.75 ,c = 0.5 + [1 , 0.15, 0.15, 0.15], # L = 4, p = 4, d = 0.25, c = 1.0 + [0.5 , 0.15, 0.15, 0.15], # L = 4, p = 4, d = 0.25, c = 0.5 + [0.15, 1 , 0.15 ,1 ], # L = 4, p = 2, d = 0.5 , c = 1.0 # repeated + [0.5 , 0.15, 0.15 ,0.5 ], # L = 4, p = 4, d = 0.5 , c = 0.5 # repeated + ] + + + + + + diff --git a/ElectrolysisProtocols/ercot_rtm_July2024.xlsx b/ElectrolysisProtocols/ercot_rtm_July2024.xlsx new file mode 100644 index 00000000..58f02662 Binary files /dev/null and b/ElectrolysisProtocols/ercot_rtm_July2024.xlsx differ diff --git a/ElectrolysisProtocols/func_flex_scheduling.jl b/ElectrolysisProtocols/func_flex_scheduling.jl new file mode 100644 index 00000000..d14ba095 --- /dev/null +++ b/ElectrolysisProtocols/func_flex_scheduling.jl @@ -0,0 +1,213 @@ +#-------------------------------------------- +# Define a function that schedules a structured operation of multiple devices over a single day. +#-------------------------------------------- + +# Packages +using JuMP +using Gurobi +using DataFrames +using XLSX +using CSV + +function flex_scheduling(date, N_stack, C_stack, R, baseline = false, stack_plot = true) + """ + date: a specific operating date (1,2,3,4,5,6 or 7: July 1-7 2024) + N_stack: number of electrolyzer stacks + C_stack: maximum capacity of each electrolyzer in MW, identically applied to all stacks + R: ramping rate between 0 to 1, identically applied to all stacks + baseline: whether to use a baseline operation, true or false + stack_plot: whether to plot power consumption profile of individual stack, true or false + """ + #-------------------------------------------- + # Data and parameters + #-------------------------------------------- + global date + # Load market data and electrolyzer parameters + include("data.jl") + + # Additional electrolyzer parameters + K = 1:N_stack + C_E = N_stack * C_stack # total systm capacity in MW + + P_max = Vector{Any}(undef, N_stack) + P_min = Vector{Any}(undef, N_stack) + lambda_start = Vector{Any}(undef, N_stack) + + for k in K + P_max[k] = C_stack * max_load # maximum power load in MW + P_min[k] = C_stack * min_load # minimum power load in MW + lambda_start[k] = C_stack * start_cost # cold start-up cost in $ + end + + # Hydrogen storage + C_S_out = C_E * eta_full_load # storage output flow capacity in kg/h + C_S = C_E * eta_full_load * 24 * 1.0 # storage capacity in kg + + # Hydrogen demand + D_daily = C_E * eta_full_load * 24 * 0.75 # daily hydrogen demand in kg + + #-------------------------------------------- + # Optimization + #-------------------------------------------- + + model = Model(Gurobi.Optimizer) + + # Variables + @variables model begin + e[K, T] >= 0 # power consumption by each device in MW + h[K, T] >= 0 # hydrogen production by each device in kg/h + z_on[K,T], Bin # electrolyzer state ON + z_off[K,T], Bin # electrolyzer state OFF + z_start[K,T], Bin # electrolyzer state START-UP + + e_tot[T] >= 0 # power consumption by all devices in total in MW + h_tot[T] >= 0 # hydrogen production from all deivces in total in kg/h + h_d[T] >= 0 # hydrogen production delivered directly to demand in kg/h + d[T] >= 0 # hydrogen sold in kg/h + s_in[T] >= 0 # hydrogen injected into storage in kg/h + s_out[T] >= 0 # hydrogen released from storage in kg/h + soc[T] >= 0 # state of charge of storage in kg/h + end + + # Objective: Minimize electricity cost + @objective(model, Min, + sum(e_tot[t] * lambda_M[t,1] for t=T) + + sum(z_start[k,t] * lambda_start[k] for t=T for k=K) + ) + + # Constraints + + # Electrolyzers + @constraint(model, [k=K, t=T], + 1 == z_on[k,t] + z_off[k,t]) # exclusive states + @constraint(model, [k=K, t=T], + z_start[k,t] >= (t > 1 ? z_on[k,t] - z_on[k,t-1] : 0)) # cold start-up + if baseline == false + @constraint(model, [k=K, t=T], + e[k,t] <= P_max[k] * z_on[k,t]) # maximum capacity in MW + @constraint(model, [k=K, t=T], + e[k,t] >= P_min[k] * z_on[k,t]) # minimum capacity in MW + @constraint(model, [k=K, t=T[2:end]], + e[k,t] - e[k,t-1] <= R * P_max[k]) # ramping + @constraint(model, [k=K, t=T[2:end]], + e[k,t] - e[k,t-1] >= -R * P_max[k]) # ramping + elseif baseline == true + @constraint(model, [k=K, t=T], + z_on[k,t] == 1) # baseline: always on + @constraint(model, [k=K, t=T], + e[k,t] == P_max[k]) # baseline: full load + end + @constraint(model, [k=K, t=T], + h[k,t] == (A * e[k,t] + B * z_on[k,t])) # hydrogen production in kg/h + + + @constraint(model, [t=T], + e_tot[t] == sum(e[k,t] for k=K)) # total power consumption in MW + @constraint(model, [t=T], + h_tot[t] == sum(h[k,t] for k=K)) # total hydrogen production in kg/h + + # Hydrogen storage and demand + @constraint(model, [t=T], + h_tot[t] == h_d[t] + s_in[t]) # hydrogen balance in kg/h + @constraint(model, [t=T], + d[t] == h_d[t] + s_out[t]) # hydrogen balance in kg/h + @constraint(model, [t=T], + soc[t] == (t > 1 ? soc[t-1] : 0) + s_in[t] * time_res_rt - s_out[t] * time_res_rt) # storage balance in kg + @constraint(model, [t=T], + soc[t] <= C_S) # hydrogen storage fill in kg + @constraint(model, [t=T], + s_out[t] <= C_S_out) # maximum storage output flow in kg/h + @constraint(model, + sum(d[t] * time_res_rt for t=T) >= D_daily) # daily hydrogen demand in kg + + # Solve + start = time() + set_silent(model) + optimize!(model) + + #-------------------------------------------- + # Results + #-------------------------------------------- + # Report results + println("-------------------------------------"); + if termination_status(model) == MOI.OPTIMAL + println(objective_value(model)) + println("\n\nRESULTS:") + println("Objective cost = $(round(objective_value(model), digits=digs)) \$") + println("Minimum H2 demand = $(round(D_daily, digits=digs)) kg") + println("Amount of H2 demand = $(round(sum(value.(d[t]) * time_res_rt for t=T), digits=digs)) kg") + println("Max SOC = $(maximum(value.(soc)))") + println("Total computing time = $(time() - start) sec") + println("Nodes Explored = $(node_count(model))") + else + println("No solution") + end + println("\n--------------------------------------"); + + # Profile + p_prof = [[value.(e)[k,t] for t in T] for k in K] # power consumption by electrolyzer + total_p_prof = sum(p_prof[k] for k in K) # total power consumption + s_prof = [value.(soc)[t] for t in T] # hydrogen storage + + # Optimal cost + optimal_cost = round(objective_value(model), digits=digs) # optimal cost in $ + + # Plot 1. RTM and total power consumption profile + plot(T * time_res_rt, lambda_M/10, + label = "RTM [ X \$10/MWh]", + ylabel = "RTM price [ X \$10/MWh]", + line = 4, + color = :slategray4, + yaxis = :right + ) + plot!(T * time_res_rt, total_p_prof, + label = "Power", + ylabel = "Power consumption [MW]", + line = 4, + color = :blue1 + ) + display(plot!( + xlabel = "Time [h]", + framestyle = :box, + size = (600,300) + )) + + # Plot 2. RTM and hydrogen storage profile + plot(T * time_res_rt, lambda_M/100, + label = "RTM [ X \$100/MWh]", + ylabel = "RTM price [ X \$100/MWh]", + line = 4, + color = :slategray4, + yaxis = :right + ) + plot!(T * time_res_rt, s_prof / C_S, + label = "H2", + ylabel = "Hydrogen SOC [kg/kg]", + line = 4, + color = :green + ) + display(plot!( + xlabel = "Time [h]", + framestyle = :box, + size = (600,300) + )) + + # Plot 3. Power consumption profiles of individual stacks + if stack_plot == true + for k in K + plot(T * time_res_rt, p_prof[k,:], + label = "Power", + line = 4, + color = :black + ) + display(plot!( + xlabel = "Time [h]", + framestyle = :box, + size = (800, 100), + legend = :false + )) + end + end + + return T, lambda_M, total_p_prof, s_prof, p_prof, optimal_cost +end \ No newline at end of file diff --git a/ElectrolysisProtocols/func_strc_scheduling.jl b/ElectrolysisProtocols/func_strc_scheduling.jl new file mode 100644 index 00000000..aca4874e --- /dev/null +++ b/ElectrolysisProtocols/func_strc_scheduling.jl @@ -0,0 +1,247 @@ +#-------------------------------------------- +# Define a function that schedules a structured operation of multiple devices over a single day. +#-------------------------------------------- + +# Packages +using JuMP +using Gurobi +using DataFrames +using XLSX +using CSV + +function strc_scheduling(date, N_stack, C_stack, protocols, minmax = false, stack_plot = true) + """ + date: a specific operating date (1,2,3,4,5,6 or 7: July 1-7 2024) + N_stack: number of electrolyzer stacks + C_stack: maximum capacity of each electrolyzer in MW, identically applied to all stacks + protocols: "v1" or "v2" or "v3" (details of each set of protocols are in data.jl) + minmax: whether to ignore protocols or not, true or false + stack_plot: whether to plot power consumption profile of individual stacks, true or false + """ + #-------------------------------------------- + # Data and parameters + #-------------------------------------------- + global date + # Load market data and protocols + include("data.jl") + + if protocols == "v1" + prot = prot_L_8 + elseif protocols == "v2" + prot = prot_diff_L + elseif protocols == "v3" + prot = prot_L_4 + end + + if length(prot) != N_stack + error("Reassign protocols to $(N_stack) electrolyzers") + end + + # max_load_prot = [maximum(prot[k]) for k in K] # maximum load of protocol in % + K = 1:N_stack + L_prot = [length(prot[k]) for k in K] # slot legnth of protocol + S_prot = [length(T) ÷ L_prot[k] for k in K] # number of slots over the entire time horizon + + # New time scale + N = Vector{Any}(undef, N_stack) + S = Vector{Any}(undef, N_stack) + lambda_M_new = Vector{Any}(undef, N_stack) + + for k in K + N[k] = 1:L_prot[k] # a set of inner-slot time steps + S[k] = 1:S_prot[k] # a set of number of time slots + lambda_M_new = reshape(lambda_M, L_prot[k],S_prot[k]) # reshape lambda_M to match the new time scale + end + + # Electrolyzer parameters + C_E = N_stack * C_stack # total system capacity in MW + + P_max = Vector{Any}(undef, N_stack) + P_min = Vector{Any}(undef, N_stack) + lambda_start = Vector{Any}(undef, N_stack) + + for k in K +# P_max[k] = C_stack * max_load_prot[k] # maximum power load in MW + P_max[k] = C_stack * max_load # maximum power load in MW + P_min[k] = C_stack * min_load # minimum power load in MW + lambda_start[k] = C_stack * start_cost # cold start-up cost in $ + end + + # Hydrogen storage + C_S_out = C_E * eta_full_load # storage output flow capacity in kg/h + C_S = C_E * eta_full_load * 24 * 1.0 # storage capacity in kg + + # Hydrogen demand + D_daily = C_E * eta_full_load * 24 * 0.75 # daily hydrogen demand in kg + + #-------------------------------------------- + # Optimization + #-------------------------------------------- + + model = Model(Gurobi.Optimizer) + + # Variables + @variables model begin + e[k in K, S[k], N[k]] >= 0 # power consumption by each device in MW + h[k in K, S[k], N[k]] >= 0 # hydrogen production by each device in kg/h + u_on[k in K, S[k]], Bin # indicator for the usage of each device K at each time slot in S + u_off[k in K, S[k]], Bin # indicator for the non-usage of each device K at each time slot in S + u_start[k in K, S[k]], Bin # indicator for the start-up of each device K at each time slot in S + u_min[k in K, S[k]], Bin # indicator for the min usage of each device K at each time slot in S + u_max[k in K, S[k]], Bin # indicator for the max usage of each device K at each time slot in S + u_prot[k in K, S[k]], Bin # indicator for the protocol usage of each device K at each time slot in S + + e_Tdim[K, T] >= 0 # power consumption by each device defined in T scale in MW + h_Tdim[K, T] >= 0 # hydrogen production from each device defined in T scale in kg/h + + e_tot[T] >= 0 # power consumption by all devices in total in MW + h_tot[T] >= 0 # hydrogen production by all devices in total in kg/h + h_d[T] >= 0 # hydrogen production delivered directly to demand in kg/h + d[T] >= 0 # hydrogen sold in kg/h + s_in[T] >= 0 # hydrogen injected into storage in kg/h + s_out[T] >= 0 # hydrogen released from storage in kg/h + soc[T] >= 0 # state of charge of storage in kg/h + end + + # Objective: Minimize electricity cost + @objective(model, Min, + sum(e_tot[t] * lambda_M[t] for t=T) + + sum(sum(u_start[k,σ] * lambda_start[k] for σ=S[k]) for k=K) + ) + + # Constraints + + # Electrolyzers + @constraint(model, [k=K, σ=S[k]], + u_on[k,σ] + u_off[k,σ] == 1) # exclusive states + @constraint(model, [k=K, σ=S[k]], + u_start[k,σ] >= (σ > 1 ? u_on[k,σ] - u_on[k,σ-1] : 0)) # cold start-up + if minmax == false + @constraint(model, [k=K, σ=S[k]], + u_max[k,σ] + u_min[k,σ] + u_prot[k,σ] == u_on[k,σ]) # exclusive operating modes with protocol + @constraint(model, [k=K, σ=S[k], τ=N[k]], + e[k,σ,τ] == u_max[k,σ] * P_max[k] + u_min[k,σ] * P_min[k] + u_prot[k,σ] * prot[k][τ]) # power consumption in MW + elseif minmax == true + @constraint(model, [k=K, σ=S[k]], + u_max[k,σ] + u_min[k,σ] == u_on[k,σ]) # exclusive operating modes without protocol + @constraint(model, [k=K, σ=S[k], τ=N[k]], + e[k,σ,τ] == u_max[k,σ] * P_max[k] + u_min[k,σ] * P_min[k]) # power consumption in MW + end + @constraint(model, [k=K, σ=S[k], τ=N[k]], + h[k,σ,τ] == A * e[k,σ,τ] + B * u_on[k,σ]) # hydrogen production in kg/h + + @constraint(model, [k=K, σ=S[k], τ=N[k]], + e_Tdim[k, length(N[k]) * (σ - 1) + τ] == e[k,σ,τ]) # time scale mapping + @constraint(model, [k=K, σ=S[k], τ=N[k]], + h_Tdim[k, length(N[k]) * (σ - 1) + τ] == h[k,σ,τ]) # time scale mapping + + @constraint(model, [t=T], + e_tot[t] == sum(e_Tdim[k,t] for k=K)) # total power consumption in MW + @constraint(model, [t=T], + h_tot[t] == sum(h_Tdim[k,t] for k=K)) # total hydrogen production in kg/h + + # Hydrogen storage and demand + @constraint(model, [t=T], + h_tot[t] == h_d[t] + s_in[t]) # hydrogen balance in kg/h + @constraint(model, [t=T], + d[t] == h_d[t] + s_out[t]) # hydrogen balance in kg/h + @constraint(model, [t=T], + soc[t] == (t > 1 ? soc[t-1] : 0) + s_in[t] * time_res_rt - s_out[t] * time_res_rt) # storage balance in kg + @constraint(model, [t=T], + soc[t] <= C_S) # hydrogen storage fill in kg + @constraint(model, [t=T], + s_out[t] <= C_S_out) # maximum storage output flow in kg/h + @constraint(model, + sum(d[t] * time_res_rt for t=T) >= D_daily) # daily hydrogen demand in kg + + # Solve + start = time() + set_silent(model) + optimize!(model) + + #-------------------------------------------- + # Results + #-------------------------------------------- + # Report results + println("-------------------------------------"); + if termination_status(model) == MOI.OPTIMAL + println(objective_value(model)) + println("\n\nRESULTS:") + println("Objective cost = $(round(objective_value(model), digits=digs)) \$") + println("Minimum H2 demand = $(round(D_daily, digits=digs)) kg") + println("Amount of H2 demand = $(round(sum(value.(d[t]) * time_res_rt for t=T), digits=digs)) kg") + println("Max SOC = $(maximum(value.(soc)))") + println("Total computing time = $(time() - start) sec") + println("Nodes Explored = $(node_count(model))") + else + println("No solution") + end + println("\n--------------------------------------"); + + # Profile + p_prof = [[value.(e_Tdim)[k,t] for t in T] for k in K] # power consumption by electrolyzer + total_p_prof = sum(p_prof[k] for k in K) # total power consumption + s_prof = [value.(soc)[t] for t in T] # hydrogen storage + + # Optimal cost + optimal_cost = round(objective_value(model), digits=digs) # optimal cost in $ + + # Plot 1. RTM and total power consumption profile + plot(T * time_res_rt, lambda_M/10, + label = "RTM [ X \$10/MWh]", + ylabel = "RTM price [ X \$10/MWh]", + line = 4, + color = :slategray4, + yaxis = :right + ) + plot!(T * time_res_rt, total_p_prof, + label = "Power", + ylabel = "Power consumption [MW]", + line = 4, + color = :blue1 + ) + display(plot!( + xlabel = "Time [h]", + framestyle = :box, + size = (600,300) + )) + + # Plot 2. RTM and hydrogen storage profile + plot(T * time_res_rt, lambda_M/100, + label = "RTM [ X \$100/MWh]", + ylabel = "RTM price [ X \$100/MWh]", + line = 4, + color = :slategray4, + yaxis = :right + ) + plot!(T * time_res_rt, s_prof / C_S, + label = "H2", + ylabel = "Hydrogen SOC [kg/kg]", + line = 4, + color = :green + ) + display(plot!( + xlabel = "Time [h]", + framestyle = :box, + size = (600,300) + )) + + # Plot 3. Power consumption profiles of individual stacks + if stack_plot == true + for k in K + plot(T * time_res_rt, p_prof[k,:], + label = "Power", + line = 4, + color = :black + ) + display(plot!( + xlabel = "Time [h]", + framestyle = :box, + size = (800, 100), + legend = :false + )) + end + end + + return T, lambda_M, total_p_prof, s_prof, p_prof, optimal_cost +end diff --git a/ElectrolysisProtocols/run_flex_strc_day.ipynb b/ElectrolysisProtocols/run_flex_strc_day.ipynb new file mode 100644 index 00000000..35390ce3 --- /dev/null +++ b/ElectrolysisProtocols/run_flex_strc_day.ipynb @@ -0,0 +1,3113 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "f644e830", + "metadata": {}, + "outputs": [], + "source": [ + "#--------------------------------------------\n", + "# Run functions and save results by scenarios for single-day scheduling\n", + "# If the plots are not generated on the firs run, please try running the code again\n", + "#--------------------------------------------\n", + "\n", + "# Packages\n", + "using JuMP\n", + "using Gurobi\n", + "using DataFrames\n", + "using XLSX\n", + "using CSV" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "fa579272", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "strc_scheduling (generic function with 3 methods)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "include(\"func_flex_scheduling.jl\")\n", + "include(\"func_strc_scheduling.jl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "98fabd28", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "21362.89999999999\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 21362.9 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 4344.78 kg\n", + "Max SOC = 90.155\n", + "Total computing time = 0.3310279846191406 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "13759.793578947369\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 13759.79 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 578.6709999999998\n", + "Total computing time = 0.011044979095458984 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "13725.86493927126\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 13725.86 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 594.448125\n", + "Total computing time = 0.0099029541015625 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "13709.523866396768\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 13709.52 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 1383.979625000001\n", + "Total computing time = 0.010304927825927734 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + } + ], + "source": [ + "# Scenario A, July 1, 2024\n", + "date = 1\n", + "N_stack_A = 1 # number of electrolyzer stacks\n", + "C_stack_A = 10 # capacity of individual electrolyzer stack in MW\n", + "Ramping = [0.2, 0.5, 1.0]\n", + "\n", + "ramping_baseline = 0\n", + "baseline_false = false\n", + "baseline_true = true\n", + "stack_plot = false\n", + "\n", + "data_A = DataFrame()\n", + "cost_A = Dict()\n", + "\n", + "# Baseline operation\n", + "T, lambda_M, total_p_prof, s_prof, p_prof, optimal_cost = flex_scheduling(date, N_stack_A, C_stack_A, ramping_baseline, baseline_true, stack_plot)\n", + "data_A[!, \"time step\"] = T\n", + "data_A[!, :RTM] = lambda_M\n", + "data_A[!, \"p: baseline\"] = total_p_prof\n", + "data_A[!, \"s: baseline\"] = s_prof\n", + "cost_A[\"baseline\"] = optimal_cost\n", + "\n", + "# Flexible operation with different ramping\n", + "for r in Ramping\n", + " T, lambda_M, total_p_prof, s_prof, p_prof, optimal_cost = flex_scheduling(date, N_stack_A, C_stack_A, r, baseline_false, stack_plot)\n", + " data_A[!,\"p: A (r = $r)\"] = total_p_prof\n", + " data_A[!,\"s: A (r = $r)\"] = s_prof\n", + " cost_A[\"A (r = $r)\"] = optimal_cost\n", + "end" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "9c556ff5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "21362.89999999999\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 21362.9 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 4906.51 kg\n", + "Max SOC = 95.81250000000034\n", + "Total computing time = 0.014045000076293945 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "11136.919564777345\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11136.92 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 35.678749999999994\n", + "Total computing time = 0.040331125259399414 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "11110.422742915016\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11110.42 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 26.663250000000005\n", + "Total computing time = 0.03577613830566406 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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+ "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "11098.927692307732\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11098.93 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 90.155\n", + "Total computing time = 0.03039097785949707 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", 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"\n", + "data_B = DataFrame()\n", + "cost_B = Dict()\n", + "\n", + "# Baseline operation\n", + "T, lambda_M, total_p_prof, s_prof, p_prof, optimal_cost = flex_scheduling(date, N_stack_B, C_stack_B, ramping_baseline, baseline_true, stack_plot)\n", + "data_B[!, \"time step\"] = T\n", + "data_B[!, :RTM] = lambda_M\n", + "data_B[!, \"p: baseline\"] = total_p_prof\n", + "data_B[!, \"s: baseline\"] = s_prof\n", + "cost_B[\"baseline\"] = optimal_cost\n", + "\n", + "# Flexible operation with different ramping\n", + "for r in Ramping\n", + " T, lambda_M, total_p_prof, s_prof, p_prof, optimal_cost = flex_scheduling(date, N_stack_B, C_stack_B, r, baseline_false, stack_plot)\n", + " data_B[!, \"p: B (r = $r, total)\"] = total_p_prof\n", + " data_B[!, \"s: B (r = $r)\"] = s_prof\n", + " for k in 1:N_stack_B\n", + " data_B[!, \"p: B (r = $r, k = $k)\"] = p_prof[k]\n", + " end\n", + " cost_B[\"B (r = $r)\"] = optimal_cost\n", + "end" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "321079b7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "21362.89999999999\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 21362.9 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 4906.51 kg\n", + "Max SOC = 95.81250000000034\n", + "Total computing time = 0.014446020126342773 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "11229.299\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11229.3 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 519.4269374999999\n", + "Total computing time = 1.8473989963531494 sec\n", + "Nodes Explored = 51557\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "11177.715000000002\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11177.72 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.67 kg\n", + "Max SOC = 550.2375\n", + "Total computing time = 0.12984704971313477 sec\n", + "Nodes Explored = 147\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "11178.219500000005\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11178.22 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 401.52920000000535\n", + "Total computing time = 0.19249606132507324 sec\n", + "Nodes Explored = 2647\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "11159.479000000003\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11159.48 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 477.05408749999987\n", + "Total computing time = 0.8524019718170166 sec\n", + "Nodes Explored = 39215\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "11175.533476853021\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11175.53 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3246.27 kg\n", + "Max SOC = 45.077500000000086\n", + "Total computing time = 0.19629788398742676 sec\n", + "Nodes Explored = 2437\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "11156.915500000003\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11156.92 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.67 kg\n", + "Max SOC = 712.9910000000356\n", + "Total computing time = 0.15626096725463867 sec\n", + "Nodes Explored = 3085\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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kH374YePGjZ999lnT51m+fPnWrVtfImq8Go1Wq507d+7y5cv79u37448/Dhs2bPTo0QarulKpxA2SPj4+r7322qZNm4juePWJiYlZsGCBWq0WCoUXL150dXWNiIhQqVRnz57dvn27wcGrVq06duzYyJEjDfYPHTp09+7d7u7ueGe9mJiYzZs3q9Xq3r17m/oPtDZCAOjateuVK1eaPdTVtQE/sD2CBCGDr/NIEJqNNYJlqBph04LQ1RX69SMFIcuDZQDA1cXZ1YUtP+8PP/wwNjb27bff9vPza+KwsWPHjh071ozzf/fdd5WVlbim1bNnzyVLlrz22msJCQlUA+knn3xy8+bNLl26XLx48fjx40uXLsWl4OnTp8+cOXPp0iWhULhmzZrnnntu6NChsbGxgYGBL7/88qhRo77++usVK1aIxeKEhITIyMj68Szz5s2bN29e/VkNHTp0+vTpeBsiABgyZMiqVatGjRpl44hQYxAGBQX169fPmENHjBhBNJSwaxzTNMoSjRBFypgN7bVG8/OBSJV2cgLqazrVTYjTvz9Q34TZLwiZpV27dt988w2x2a9fv507d5aXl+OCcPPmzSEhIcSns2fPrq9mfPTRR127djXyct7e3gcPHiQiUNatW7dv376ysjJfX1/imA8++ABP4ffw8Pjiiy/wtA38u2FhYYS4wv18fD7/zJkzO3fuvH379saNGydNmgQAR48efeGFF4gTvvnmm2FhYQYz+e6774Kf9bEcPXr09u3bBw0ahG9GRkZu3769e/fuxMGffvopYWIcP348NTff1mBswt/fv7i4uLFPCwsLablKfDwGoPtv7FhaTmkHzJlD/qt/+omxafTpQ07j7FnGpmE2dD2EZlBQQN66oCAaTrh/P3nCwYP1PtJqMR8f8lMAbP16bPducnPOHDMvaqUb2Ldv30uXLlnjzKxi4MCBrVu3Xr58udlnePLkyfr168377ubNm4uKisy+tJEkJiZ26dJFJBLdvn2buv/gwYMvvviiqWc7fPjwhAkTmj1MCAA1NTVubm6MiWKbgzRCBk2jqBOh2dBuGm3MLgoAPB4MGgRHj+odQI0gRRohIyQbtEs2HR8fnwULFpj33Teo9fesxuDBg6n12GwDHwB69+4dHh6+cOHCQ4cO4WXxuI0Dtp4AdkSNFhdDZaVu7OYGQUHMTMNOoV0QUhfVZ+YrEqp1VCyGvn1Z8QghLEQoFAahH149hAAwffr0w4cP79q1a+fOnXw+v3v37kOGDBk2bNjgwYO9vLyYniH9UDVCxwyWYep13sBBWC/TCdEUeDlAPPlEoQCNBgQCi0746BE57tPH8FNKrhf06QPOzqx4hOyFyspKPHdCIpG0a9eufp0XBKvgA8D7779//fr1srKy+Pj4N998UyAQbNu2bcKECb6+vlFRUW+//XZ8fLyWSP6yf5BGyNQqhkJGLYHHozmnnnqG+pWteveGSZMAAJyd4f33AdjxLmUv3Lx5My4u7vPPP1+3bl2nTp1sY1REmA1ZWaZFixbjxo0bN24cAFRVVSUlJSUmJiYmJm7ZsuWbb76RyWQSrggNpBEyZddCjektxNmZTKWXycCShCaViqxsIBQ2rFz+8QdkZYG/v65nJBKEJoEX3QaABw8eREREzJ07NzIyUq1W3717VygUtmvXTiAQAEBVVZWbm5tAIFCr1dXV1S1atODxeCqVSi6X41H6Wq02Jyenrq6uU6dOeOKBUqlUKpUSiSQtLa1ly5ZI3bSchkusSaXSioqK8vLy8vJyjUbj6upav2CP/YLyCNlgGkUaoRnQ6CY0shNZp07kmA2PkJF89RV8+y1t9XeMoUcP2LsXWrVq4KN27dp5eHgUFBR4enqOHTvWx8dHLpfz+fxjx475+/uPGTNm7dq1Y8aM+fXXX2fOnHnlypXo6OitW7feunXrxx9/zMvLmzx5spOTk0QiKSwsPH78eJs2bQ4ePLhlyxYAcHNze/XVV/EqZQhLIAVhUVFRcnJyQkJCcnLy7du33dzc+vXrN2PGjEGDBsXExDhxqBaWY0aNsiHSAWmEFkIVhBau8ma05GSDdd0Y7tyBlSttfdFz5+C992DfPnIPhmEVFRVqtfrXX3+Vy+WRkZGvv/56XFzc119/jWHY9OnTP/zww++//37EiBEJCQljxow5e/bsgAEDEhISoqOjz549ixfOfuONNyZNmrRmzRoA+Prrr9euXYtXps7IyMjMzGxPdMxCWIYQAFatWvX7778/fPjQz88vJibmtddeGzx4cPfu3QUW+uLZCtIIGamPpVYD0UObx0OC0Byoj6uFPkKqIDTydZBaD4TNgtCWimAT15VKpeHh4RKJpGPHjkeOHAkJCUlMTPzggw8AgMfjzZ49+6233gKAESNGLFu2DAASExN37tz52WefrVy5Mikp6YcfftBqtf/880/v3r137tyJn/DSpUv4yXv37o2kII0IASA+Pj4/P3/u3LmLFi2KiooSCjnekgIJQkY0wpwcUgAHBwMnihTZGhpNo1Q5aqRGaC+m0agoWLIEtm8HW0b4tWoFH3ygt8fT05PaYx3DMJlM5vzsT+js7FxXVwcA/fr1e/jwYVJSkq+v77Bhw+bMmXPu3LmWLVsGBQXJ5XKFQkHUiwkJCfnwww+Jk1v/3+RACAHgs88+O3nyZGJi4k8//eTu7j5w4MDBgwcPGTIkOjqahUXhLMcxTaOMr2IoZNRybO8jpML4I2Q8330HX39NZ/viZmk20YzH43Xp0iUlJQVvfnThwoVu3boBAN6q8L333hsxYgSfz+/Xr99HH300fPhwAJBIJJ07dw4JCUFeQGsjBICJEyfinTUKCwvxSNF9+/a98847Li4u/fv3x4Xi4MGDORMv45gaIeMOHuQgtBxmBSHjj5BJSCSse83dsGHDnDlzSkpK6urqtm3bdvz4cXz/iBEjVq1ahVtNhw8fvmTJkhUrVuAfbd68ecaMGVlZWWFhYQ8ePJDJZAbdjhC0oGcFDQ4Onjp1Ku6kffLkSWJi4p9//rlhwwaNRsPV9Amu/Juah3HTKAoZtRykEdoLBkW3ceLi4hISEo4fP+7q6nrp0iWiTdLUqVM9PT0HDBgAAJMmTRIIBMOGDcM/Gj58+KVLl+Lj4x88eNCyZcsxY8YAQN++fX3wjBYETTTgDiwtLU1KSjp37ty5c+du3ryp1WqFQiFn1EFAGiELNEIkCM2DPYIQlVhrmsDAwDlz5tTf361bN9wiSiU0NPS1117DxwEBAcQYp1WrVng0DUH79u1RpAy96ARhSUnJpUuXLly4kJCQkJaWptVqBQJBz549ly1bNmjQoJEjR3IpfcIxK8swvooh06jlWEkQGvkrQBohgqsIASAuLu6ff/7BMEwgEOA11YYOHRoTE1O/ASM3MGMJ4ADM5hFWVUFxMTmTNm1sPQFuQG1JSGMeIVXCNQHjRgUEwkoIAcDT03PFihXcFn5UHNM0yuzr/PXr5LhdO0urRTsszJpGhUKy6rdaDVot8PkWzQGBYAlCAPj111+ZnoZNQYLQ9oIwMZEc9+1r66tzBqoBg8Y8QuPtIiIRKUGVSgcyqCC4jSO+0TmmIGTWrkXtAUttdIcwCWY1QmD6KUIgrAQfACIiInjNIbe86QtrQOkTNvYRqlRw+TK5iQSh2VB9hIwIQhQvg+AkuqhRsVj83HPPNdHOg0t1R5FGaOMlLDUVamt146AgeJY9hTAZZqNGgd2CcP/+/efOnWN6FghrkZmZab2TCwFg5syZ33333YkTJ5577rk5c+aMHTuWS8kSBmi15A+YxzPhXdjeYVAjPH+eHFP7niNMhdlao8CCJJzGeOONNzIyMioqKpieiNVRKpUAIDYy0pcdKBSwbRtgGACAQABvvGFOuFxoaGiM1axJQgB49913165de/bs2X379s2cOdPJyemll16aOXPmoEGDrHRVBpHLdX8PAHByAg7VCWgGBt/lkYOQLhj3EbJWI5w2bZqDFOSsqakBADc3N6YnYgIXLsC33+rGERHw5ZeMzqYhdMEyfD5/5MiR+/bty8vL27Bhw7Vr12JiYrp3776P2l+LEzhme3pgzjSq1UJKCrk5eLDtLs09kCBE2CO3bpHjrl2Zm0fjGEaN+vj4vP7661evXv3666/v3LmzZ88eJmZlRRzTQQjMGbUyM4HoRePtDZ072+7S3AMJQoQ9QhWEXbowN4/GMaw1ev/+/b179+7bt6+goGDEiBGvv/46I9OyHo4ZMgoAYjHweDqzsEplu2xoA7soSsG2BMYFIUqfQJjBzZvkmNWCUCqVHjlyZP/+/WfOnGnZsuW0adMWLlzYtm1bZidnDRxWIwQAsZhc/lQqGwUKIQchjTAuCJFGiDAD9ptGhQCwfPnyXbt2CYXCF1988fz58wMHDuRSrwkDHFYjBACRCFModH9ZhcJGgjA5mRwjQWghVEFIY61R89InWBU1imAtpaVknWGJhKXZU0IA+Oeff7RabUxMjFQq3bJly5YtW+of9/PPP1vYrV6tVguFDXR9sjGOrBE6OUFNjW5sm9f5+/ehsFA3dnWFyEhbXJTDsCp9AmmECGOg2kU7dWJpnWEhALRs2VKlUmVlZTVxnBYvtWsWf/3111tvvSWVSgHgzTffXLt2rdmnshzH7MGEIxJhAKRGaAOoGYQDBoBlr1IIZBpF2B/sdxACLghPnz5tvQsoFIpXXnllz549U6ZMyc7OjoyMHDJkCN6LmREcNn0CmFjFkIOQXlCJNYTdwf6QUbBB0W2pVFpbWzt06FAACA8Pb926dVFRkbUv2gSObBoVizFijAShPSKRkCUgFAqwwEyDokYRNoL9kTJQP32Cdvz8/BYvXrxo0aKZM2devXrVxcUlLi6usYMxDKusrCSckc7OzhK6zZeOHCxj40iHggLIySEv3aeP1a/IefCigPgzjGGgUJj/Moc0QoRtsL0grKmpUalUxNgYv57w999/3759e0JCQrOHhoaGnjp1qrPpGdF9+/b9/PPP9+zZc+/evbFjxzZRJa+ysjI6OpqIWR02bNj27duJT0tKSvgWp6EVFzsDEM2HZcXFUgtPaEfw+Z4AOlf1kyflAQEqq17u2DEJgCc+7tlTVV1dXl1t1QvaAloeQktwcvKTy3UTyM0tadHCTK2wpsYbQPfGWVdXXlxs1MOgVrsD6OyzZWXVxcUmh64yfgPtndraWuL/7OfJE355uR8+dnXFJJKnRASplcAwbMCAAeXPqnio1eqgoKBmvyVUKpVVVVVKI97uKioq1Gq1qdPKyspasmTJvXv3QkJC1Gp1dHR0u3btFixY0ODBXl5emZmZ/v7+DX6q1WoDAgJMnYABVCns5eUcEOBA5lEXF/LP5+rqbfG9bIaMDHI8YoTI8r8dG6DlIbQEV1eoqtKN3dz8zJ6LRkOOg4KMfRhatCDHYrF7QIC7qddl/AbaO/ZVazQ9nRx36cILDLTFnz6HsEQBHDlyZO/evc1+RQgA165ds167iZycHF9f35CQEAAQCoXdu3d/8OCBla5lDI7sIxSJbOojpIaMIgchXdAVOIpMowgbYBcOQgAQ9urVa9OmTUYeHRwcbOoFoqKiysvLd+3a9corr2RkZBw7dmz//v2mnoRGHNlHaMtIh/JyIPJxBALo39+6l3Mc6MqpR4IQYQPsImQUAIQdO3bs2LGj9S4QFBR07Nixjz/+eMOGDQEBARs3bhwzZoz1LtcsjiwIqVGj1g6WSUoiYxq7d9czqSEsga4MCqoYM763HYoaRZiE3QhCG1xj6NChePoEG3Bk06gto0ap5YmQXZRGrGEa5UaHegTbyMyEa9fITVabRpmegK1x5MoyNnud/+MPOHuW3HzhBStey9GgyzSKSqyxHwyDo/8kXrlxq3VI0KwXn3eW2KQ6MH0sXw5EeGWXLhASwuhsmsTh4pgdubKMbYJlZDL4z3/IzdhYGD7cWtdyQKgPLfVhNgkM03sAjBeE1CJ5SBBamxu37p5JvlpdU3fzbgdoh8sAACAASURBVPaZ5KtMT8c0Dh2Cf/8lNzduZG4qRuBwghCZRnGsZxr94gt49Eg3Folg61ZrXcgxocU0qlTqOlPCs0aVRoI0QpuBYdjJfy8Sm3mFVs6/oxWZDFatIjdjY2HsWOZmYwQOLQgdzTRqA40wLw++/JLcfOMNsGYkliNCiyA0L2QUkCC0Iem37xcVlxKbJWUVDE7GVD7/3M7ehh1OEDqyadQGPsIVK4AoeeHvD++/b5WrODK0C0KTXgdR1KhtwDD4m6IOAkBZhVSjsaC2rA3Jy4OvviI3ly+3g7dhw2CZe/fuxcfH5+bmKvRtZ9u2bbOwHyFLcGTTKFUjtIZpNDkZfv+d3Ny4ETw96b+Kg4M0Qkcg/fa9gicl1D1arbasosrf14upKRmPwdvwe+8xOhvj0BOE27dvf/311zEMCwwMNKg1Y0k/Qlbh2HmE5Jj2VUyjgWXLSM9Tr14wezbNl0AATYLQvJBRQILQJtRXB3FKyirYLwjt9G1YTxB+8MEHo0aN2rt3r6+vL1MTsjaOLQitqBHu3EnWFeTxYOtWQKWVrQE1od7s9AmzNULqwbbp7eyAZGTdN1AHcZ6WVbA4JR0AQKOBpUvJt+HoaLt5GybXqsrKyqdPn65evZrDUhAc2zRqVQfPN9+Q45kzUU01a4FMo9zGQB0UiUhdpaSU7fEyR46QpfZ5PNiyxW7ehslpenh4eHt7V3OgU06TOLZGSI7pfZ3Pz4f793VjJyf47DM6T46gggQht8m88yC/6Ck+5vF4o4f0Iz4qKWe7IKQ0zYPp06Ffv8YPZRmkIOTz+evWrfv000+lUi636KNakxxNI6QGy6ho7UVIbTQRHQ2m12ZHGAv17c32UaMood7a/HPuEjGO6taxe+d2xOZTdmuEDx7AmTPk5ooVzE3FdPR8hE+ePHn06FH79u1jYmJ8fHyoH3EmatSR0yespxEmJZHjwYPpPDPCAGY1QpQ+YVUy72TnFjzBxzwe77mh/X28PXk8HoZhAFBRVa0yvSOszfj+e9I7OHAg9OzJ6GxMRE8QJicnSyQSAEhLSzM4jhtRo1ot+evl800ous8NqMEy9K5iVEGISmxbFVq6T6CoUXZy9cZtYhzZtUOgvw8AeLXwKK+oAgAMw0rLK91d2OjRkcmA2v528WLmpmIWeoIwibqecRGDsjLGV5biBlbSCFHrQVvCHh8hihqlnUopGaIxKLoHPvD3aYELQgAoKat0dwlkYGbNcfAglJfrxj4+MHkyo7MxHTuJ6aEJR46UAauVWDt/nmw92KOHfaQN2S/sEYRII6QduYK8p66uOt3fz5vMHWRt4Oh//0uO582zv9XVsLJMTU3Nvn370tLS8vLynJyc+vXrN3/+fH9/f0YmRzuOnDsBVnPwIAehLUGCkMMoKIJQItbFZPhRkuifsrLiaHo6XL6sG/N4sGABo7MxCz1BmJubO3z48OzsbF9f3+Dg4JKSkvj4+K+//vr48eN9+/Zlaoo04sgVt8FqJdaoIaPIQWhtmK01igShVVEoyWBuJyfdvfb3oWiErBSE339PjkeNgvbtmZuKueiZRpcuXSqVSv/++++SkpL09PTCwsLU1NTAwMCZM2diGNbYKewIRw4ZBetohDU1cOOGbszjwaBB9JwW0RjMllhDUaNWhWoadXr20uHHbkFYXQ2//EJuLlrE3FQsgBSECoXi77///vbbb0ePHk3sjIqK2r9///3792/fvt3Q1+0MBzeNWiPSISWFbELdsSNwxYjOXpBplKtoNBqNRoOPBQK+UCjAxz5engKBbqGuqq5RqtiVQbFvHxBVWIKDYcwYRmdjLqQgrKmpUavVHTp0MDgC31NRwbo3ETNAwTLEmK5VDDkIbQxVENq+1iifD8Jn7hStFlic1WZ/6NlFKW8cAgHfu4UHPsYwKHsWQcoSduwgxwsXgp1mm5OC0MvLy9vb+8iRIwZHHD16lMfjhYWF2XZiVsHBNUJrVExGDkIbQ31u5XIwz2VhtiAEpBRaDapdVOKkl+NMtY6yShAmJ0Nmpm4sFML8+YzOxgLIYBk+n79o0aJPP/20uLh42rRpeLDMyZMnv/3224kTJwZzomqWg2uEtCfUKxRw5Qq5iQShDeDzQSLRPckYBnK5Oa90lghCJydSE1Uo9BL8EZagaMhBiOPn4wXwEB+XllfadFpNcuAAOR4/HkJCmJuKZehFja5fv14qlW7fvn3Xrl34Hh6PN3HixN27dzMxN/pxeEFIjmnRCK9eJW9pq1bQujUN50Q0i7MzedtlMlsLQqQRWgn9kFE9C6Ne4Gg5izTCR4/I8dSpjE3DcvQEoVAo3Lp167vvvpucnFxeXu7u7t6nT5/w8HCmJkc7jlxxG6zgI6TaRZGD0GZQ3+Go73bGY3b6BKC621bDHk2j1BVVvzq1nWGYUA8AgYGBU6ZMsf1UbABKnyCgZQlDJUYZwfLAUbPTJwBphFZDoWzUNEptTF/GJo2Q+vjZtZFcWF1dXVhY6Ovr6+Pjk5OTo2qkPU+HDh149l+a08GDZehNqNdo4CLZQBRphLbDckFooY+QAAlCGtHzEeprhN4tPIRCgVqtAYCaOplcoXRzs/X0GoQzNjbhsWPHpk+fvm7duvXr1w8dOjQvL6/B42QymcT+vWoO7iMUiYDP19UFVatBq7Wof3R6OlQ9ezf184OOHWmYIcIYmBWESCO0EnI9jVDPR8jj8Xy8PItLdGWtS8srfX28bTq5RuCORjh48ODDhw9HREQAwK5du+oaSU0Sc6JlkYMLQgAQichFUKm06CYYJE7Yv73AbkCCkJMoFKQ1zsBHCAD+Pl6EICyrYEvvdKq4sG9BGBoaGhoaim+MGjWK2dlYGwc3jQKAkxNtghA5CJnC8px6ugQh6sREI034CEG/9HYpa+JlOGMa1TONTZ8+/QZROPIZ9+/fj42NVXLi3c/Bi24DfasYhkFyMrmJHIS2hF6N0NQfAtIIrUQTPkLQz6BgT+AoZ0yjeoIQz5owOEIqlSYkJKCi29yAmlNviSC8dw+ePtWNPTygRw/LpoUwBcub1FP/9KY6PVCwjJWQU/IIJWLDSmX6pbdZkVOv0ZAPAJ9vsmmBVTQfLPHo0SMPDw8nu/5XPgP5COlaxXJyyHGvXiAQmH8qhKkgHyEnoWqE9WMyWJhKyBm7KOB5hMeOHduyZQsAPH36dOXKld7eZDxSbW1tWlpabGwsYxOkFeQjpCsburaWHHt5NX4cwgrQm0eITKMsgeojrB8s08LDXSwWKZUqAJDJFbV1MlcXhpcwzkTKQLMaYWBg4H/+8x/OlFhDgpCuuttUQejqav55EGaANEJOol9r1NA0yuOBr5cnsfm0lPl2QJxxEAKuEY4bN27cuHEAMHbs2A8++CA6OprpWVkLZBqlaxVDgpBB2CMIUdQojcibDJYBAD8fr8LiUnxcUlbRthXDjRC4Zhol+Ouvv5iah21AGiFdPkIkCBkERY1yEmrR7fqmUQDw9yWdVk9Z0Kqeaxohlfz8/K1bt6alpeXn5wcEBHTp0mXx4sVdunRhZHK0g9InRCIMQJf6jkyjdgqqNcpJmmjDhOPv04IYsyFwlLM+wkuXLnXr1m3Tpk01NTWdO3fWarV79uyJjIw8ePAgU/OjF5Q+gTRCDmChIKR2lufxTG4pjgShlWiiDROOfgYF8xohZ02jr776amho6LFjx9q0aYPvKSsrmzVr1oIFC55//nk3ltR5tQBkGqXLwYMEIYNYKAgtcRACyiO0DlotplLrBCGfzxMJGxKElOIyyDRKL6RGWFFRcevWrU2bNhFSEAB8fHx27NghlUozMjIYmB3doGAZFCzDAZgVhEgjtAYKpZKoWSIWiRqs3Ovh5ip4lrGrUCjxZhQMwiWNkBSELi4uIpHI09PT4AgPDw8ej1d/vz2CNEJkGuUAFtYatSRSBlBjXuvQdBIhgTPlIznTMbvc1AidnJxefvnlzZs3G1RT27JlS2RkZOfOnW0+N/pBGiEyjXIACzVCSyJlAGmE1oHaeqLB3AkciYT8SCZn+O5zKVhGz0cYExOzdu3aHj16TJo0KSgoqKys7NSpU5cuXVqzZs0PP/yAHzNw4EAzgkiLior++OOP6urqLl26jBs3jpEevxoNEF2HBQKTSyxyA6QRcgBkGuUe8iZbTxBIKH8wxjVCLplG9QThJ598Ul5eXl5enpmZSd2/fv16Yrx161ZTBWFKSsrYsWPHjRvXqlWr77///rnnnmOkuyHKnQD6mtRTBaH9B1HZGRYW3UbBMiyk6dYTBM4SiiCUI9MobegJwqSkJDURWN0Ivr6+Jl1Aq9XOmjXrq6++mjdvnsmzoxUkCAEFy3ACpBFyD0WTrSfIjygyUqZg+O5zKeRCTxC2atWK9gtkZmYWFxc///zzv/76q6ur6+jRo5lqdo+SCAHVGuUESBByD3vUCDlrGiVQKpW11KUOoEWLFuY59nJycpydnePi4oYNG5aWlrZu3bqUlBTnRm5bXV3dunXriE8jIiKmTp1KfFpTUyOVSs2YA05JCR9AZ8VzctJKpTVmn8pOqa6uxjAJgM6KUVOjkErN/C3V1LgTFWq02mqplAvtKo3BwoeQFtRqHoA7Pq6rw6TSapO+XlEhJJ4BoVAtlZoWeKrRiAB0v9CaGpVUapooZsMNZCFVlHvCA2jsFvH55CJcUVXF7J2USp0BdMorjyeTSlVNH28bMAz76quvamp0y3t2dnZxcXGz39IThBUVFevWrfvzzz+LiooMYkdlMpnELHuiVqstKSk5evRo//79MQzr2bPn3r17Fy1a1ODBPB6vRYsWROa+p6enUEjOUCAQUDdNRa0mQ2QlErDkVHaKQCCQSMiboFLxzb4JdXXkD9LDQ+A499LCh5AWqE5ZuZxn6nxUKrJ7pERi8tepj5BabfIjxIYbyEJUlKRAZ4lTY7fIxZlchFUqDbN3Ui4nnwR3d4FQyJa3YW9vb6KB7tOnT+t3m6+P3n2cOXPm2bNnp06d2r59ewP9z+w7HhwcDABRUVEAwOPxoqKisrOzGzvY2dn57bff9vf3b+xTFwt8slTJ7urKt+RUdopcLndzI90PGCZycTGxvhYAAKhUpE1MIAAvLwe6kxY+hLRAtWfKZGDJfFxcBKZ+3d2dHGs0Jn+dDTeQhWgpq5Obq0tjt8jdjfRDqLVaZu8k1cbu6Sl2cWFLIP5bb71FjI8cObJ3795mv0KKN5lM9vfff+/YsWP+/Pk0zqlXr16BgYHp6el9+vTBMCw9PX3hwoU0nt94UBIh0JRHiByEzCIQgEikywXSakGhMM3Vh3yELKTZits4rPIRcjNqlM/nA0BERAS9FxCLxR999NGUKVNmzJiRlpYGALNmzaL3EkbCpRgns6GmT5i9iiFByDjOzmRSrExmU0GI0iesQbPNCHGoeYSsSqi39xVVr7LMhAkT4uPjab/Gq6++evTo0eDg4IULF166dKmxSBlrg9IngKZVDAlCxrEkcNTCEmtII7QGRpZYo1aWYTyhnpsaIQDs3Lnz5Zdfnj9//ujRo729vakfDR8+HFcZzSMyMjIyMtLsr9MCSp8AZBrlCpbk1CPTKAvRK7HWeB6hs55GyKL0CU4Jwry8vPz8/ISEhN27dxscZ3bUKHtAplFAGiFXsEQjpLHWKNM6CXegaoRG5xEi0yht6AnCV155RS6X7969u2PHjk76PxGmsuBpBAXLANIIuQJdplGkEbIEqo+wKdMotbIM0xohN02jlZWVd+7cOXbs2NixYxmckPVAGiHQtIohQcg4SBByDD2NsIkSaxJUdNsqkG4/Nzc3V1dXDqf4II0QAMRiGopuI0HIOAwKQhQ1ag2MbcPkJCYyvBVKpUHZExvDJY2QFIRCoXDp0qVbt25ttu62nYKiRgFphFwBaYQcw8g2TDweTyzSmfEwTM+gamMUCtA8K4YjEoG9FwsyLLr9yy+/dO/ePTY2Fq8IQ7BixQp7L4yEokYBBctwBZQ+wSUwDJTPuk/weCAWNVXvSeLkRLSqkMsV1PAZW8IldRAMBOEXX3yRl5cHAFlZWQbHLV++3N4FIfIRAgqW4Qos0QiZ9lJxBKVKRRg5RSIRtbJ2fSRO4qpnVdZlCqWXtSfXCFxyEIKBIHz8+DFT87AByEcISCPkCtSlp8607hGWpk+IRMDj6Sr3qlSAYWBWWxoEiV42fXPx+U5OpL7IYJU1jmmE5ufI2x1IIwSkEXIFBjVCHg+opjtkHbUc/WaEzdTBp9pCZcyp5FzKpgcDjbCqqkqr1TZ4nNn9CNkD0ggBBctwBQYrywCAWEw+PEqlmSdBEFDb0zcRKVP/AAZz6rlsGu3evXtubm6Dx6HKMtyAmj6BBKH9wqBGCChehm6MzKZ/dgDFNMqcRsgx06ieIPzss8+Ixr4AUFNTk5ycfPr06ffee0/UZCCTXYAEISDTKFdgMGoUUCoh3RjZg0l3ADuKy3BZI5w2bZrBx2+//fbHH3986tSp1atX23BWVgGZRgEFy3AFBmuNAtII6cbIQqM4LKm7zTGNsPlgmVdfffXs2bN37961wWysCtIIAUAoBKKJiFpNpsSaBBKEjINMo1xCblzrCd0BeqZRVvgIHUIQKhQKAKiqqrL+ZKwL0ghxLF/FkCBkHPYIQpRKaDlGNiPUHaAXLINMo/TQVNSoWq3Ozs5+7733JBJJ586dbT43mkEaIY5YTL4TKJXm3AokCBmHPYIQaYSWozCuPT0Ote42Mo3SRfNRox4eHtu3b3dzc7PhrKwCqjWKQ137zHudR4KQcZAg5BL66RPNmEYlYtaZRjmgVzQVNSoUCkNCQvr06ePlxVQdHzpBtUZxkGmUA6CoUS5hkkbIkqhRjhnYmoka5RJIEOJYuIppNOSd5PEc+k4yCIMl1gBphHRjZOsJHIkTK1oScsw02lSwzO3bt/fu3ZuWlmaz2VgPlQqI7lICgd03DbEECyMdDKLF7LzckL1iiUZIFV1IELIBhbkJ9TJ2VJbhmiAcP378f/7zH3z8zz//9OjRY86cOb169dqxYwcTc6MTpA4SWKgRIrsoGzBbEFJzZgQCEAjMuTqKGqUXhWkaISVqlB21RjmwopKCEMOw06dPjxgxAt/84IMPevbsee/evbVr17777rtyqiSxQzhm0bYEC1cxJAjZgNm1Ri2PlAGkEdKNXh5hc0W3BQKB6JlFS6PRqlTM9FHnrGm0qqpKLpe3bt0aAEpLS69evfrmm2+2b99+zZo1ZWVlDx48YG6SNICSCAksXMWQIGQDZmuElkfKABKEdGNSGybQF5ZMNaDgrEYokUh4PF5tbS0AHD9+HMOw4cOHA4Czs7NAILD3hHqkERIg0ygHMFsQWh4pA0gQ0o1+rdHmqzo7sSCnnrMaoUQiiYiI2LJly927d7dv3x4ZGRkUFAQAjx8/1mg0gYGBzE2SBlASIQEyjXIAoZAM+NJoQKVq8mgKtJhGUfoEvejlETYXLAOGLQmZ+QNwLFhGL3ryyy+/nDJlyv/+9z+xWHz48GF85+HDh319fdu2bcvE9GgDBcsQII2QGzg7Q3W1biyTgZHtYZCPkIWYFCwDBp2YGNIIOWYa1ROEY8aMyc7OzsjI6NSpE+4sBIBOnTrt3r2bz7fvXvbINEqANEJuYCAIPTyM+hYShGxDpVZrNLrCliKhUCBofqWlCkumcuo5Zho1zKcLDg4ODg6m7hkzZowN52MtULAMAdIIuYF5OfW0C0KUPmEhpjoIQd98ijRCWjAUhGq1+saNG/n5+Sp9t8OkSZME5uUcsQOkERIgjZAbmBcvQ0vUKNUMa7x7EtEgpjoIAcCZWmWNIR8hlzXClJSUWbNmZWdn1z9OJpPZtSBEGiEBSp/gBuYJQlqiRlGwDI3ITSkrU/8wpBHSgp4gnD9/Po/HO3z4cKdOnUT6zncns3807ABphATINMoNzMupRz5CtkE1jYqNNI1S0yeY0AgxjGsFh0lBWFNTc/fu3fj4+LFjxzI4ISuB0icIkGmUG1huGkWCkA1QTaPGaoRMtySUyQDDdGMnJ7DzSEoAah6hWCwWiUTu7u4MzsZ6oPQJAqQRcgOWCEIULGMhpuZOgH5MDVOCkIADDkIwEISzZ8/ev38/g7OxHsg0SkC1eSNBaL+wRBAijdBC5KY0I8RhvO42xxyEYOAjHDVq1FtvvRUXFzdmzJiAgADqR/YeNYqCZQgs7FCPBCFLYDBqFAlCGjG10CjoV5aRM9GJiXsaoZ4gXLFiRX5+fn5+/t9//21wHIoa5QwoapQbMBg1igQhjei3pzcyj5Dhotscq68GBoIwKSlJrW64qQeKGuUMyEfIDRg0jaL0CRrRyyM01kfIcGUZjptGW7VqxdQ8rA2KGiVAUaPcAPkIuYHcdI1QzzTKRPoEx02jOLdu3bpx48bjx4+dnZ379evXv39/20+LdlDUKAHSCLkBEoTcQC99wjiNUCQU8vl8rVYLAEqlSqvV2rgWNMc1QrlcPmfOnN9++426c9CgQX/88Ye/v79tJ0YzyEdIYGGwDPU3gAQhg1DfxKlvJ01Du2kUpU9YiML0qFEeDyRO4jqZblGTK5QuzjZd1LjnadJ7j1i1atUff/yxevXq9PT00tLSrKysr7/+OjMzc/r06UzNjy6495czG2Qa5QY+PuS4sNDYbyGNkG3omUaN0whBP4PC9m5CLptGNRrNnj17NmzYsHbtWnyPj49PREREWFjYxIkTc3Nz7dqDiAQhAfW3ZmrFZAwjNUIejyO/ATulTRty/PChsd+iveg2EoQWopc+YZxGCAa9eW0uCKlvw9xYBEiNsKKiorq6etSoUQZH4HseP35s4ZWOHj3au3fvkydPWnge80CmUQJLNEKZDLS61mkgkYA9J9TYPWFh5Dgnx9hvoaLbbMOMWqOgX2XN9vEy3NMISUHo4eHh5OSUnp5ucERGRgYAWOgjLC8vf++990pLS8vLyy05j9kgjZDAklUM2UXZQ0gI+acsK4OqKqO+hUyjbMOMWqMA4OxEzam3tUbIvWAZvRJrL7zwwltvvXXgwAG8GSGGYQkJCTNmzOjevXvHjh0tucybb765atUqb29vS+drLih9gsASjRAJQvbA50Pr1uSmkdZRJAjZhhnBMgAgkbDFR8g1QQgA27ZtCw8Pnz59uouLS3BwsEQiiY2NValUBw4csOQaJ06cKCgomDFjhmVTtQiUPkFgySqGBCGrMMM6iopusw25XtFtY02jehohMo1ajF76hJ+f3+XLl48cOZKcnFxUVOTt7d23b9+XXnrJ1YI1TyqVvv322ydOnODxeM0eXF5eTq1xGhcX99NPPxGbJSUlZqfL1Nb6EVK/pqakuFjb9PGcpKKiora2tqbGBUAXcVhbqy4uLjP+DHl5IgCdWi8Wq4qLmTF0M4glDyHtBAa6A+jWofT06oED65o+HgCqq70AdHKsrq6iuNicNbSqigeg85UoFFhx8VPjv8uqG8g4Wq1WrdbgYz6fX17W/I+xtrYWADQasgRYSWlZcXGxlWbYIGVlHgA6fUKtlhYXG53Han0wDOvRo8fTp+QzGUZ9YWwEw4R6kUj04osvvvjii3RNa926dYMHD66oqEhNTa2rq3v48GETAaje3t6ZmZmN+SO1Wq1BKXDjoao+LVv6ubmZdxr7RiQSubm5KRTk+7xWKzTpllJVgRYtRGb/OewXSx5C2unShRyXlroHBDTfQ41oIwcAQUFe5v1TqL3aVCqeSTeEVTeQcYhcQACQOImNuTM1NTUA4ONdQuwRimz9S6Q+RQEBHgEBHra8erNQXwuOHDmyd+/eZr+iJwjPnz8vlUoNGvNeuHChrKxs/Pjx5s0Jw7Dr168vXLgQAPLy8nbv3i0UCtesWWPe2cwGRY0SWJINzb1iu3aNhaZRo5PWDEFRo3Sh5yA02i4KTDeg4J6PUE8QLlq0aO7cuQaCsKqqatq0aU+fPnUxa+XbvHkzMY6KilqxYoXt0/OLikCjMz+AuzsIG6gr50AgHyFnYMpHKBCAQKD7TWk0oFY7+m/KbPQchEZHyoBBHqHN/bTc8xGSxnq5XH7nzp1BgwYZHDFw4MDa2tr79+9bfrFOnToxEjh68yZ1Dra/Pruw5HW+poYcO6Z5mVVQBeHjx2SKZxPQZRqxpCwDgsCMQqO6gxmtLMM9yxD5IldXV4dhWIMhLTwer7q62vKL/fzzz5afxAyogrBrV0amwCJQ+gRn8PAAHx/AAywUCigogJYtm/kKLRohAIjFpFqgVHLEPmZ7zGhGiMNsQj33BCGpEXp5efn6+p44ccLgCLwWTHh4uE3nRSu3bpFjanyBY4JMo1yCqhQak0pIS4k1QKmENGFGM0IcfR8hSqi3FFIQ8ni8+fPnb9y48auvvqqsrAQAmUy2f//+pUuXjh07NigoiLlJWgpVI0SCUCgkS6NpNKT31BiQIGQbbduSY2PchDRqhA2eE2ESVGXO+LIywLRplMs+QgBYv359XFzcypUrvby8PD09XVxcZs2aFR4e/uOPPzI1P8vBMMjKIjeRaRQseJ1HgpBtmKoR0lJrFJBGSBMKs1pPANNFt7mnEeoFezk5OR09evTff/89depUeXm5u7t7TEzM2LFjBfZcXDk3F6RS3djTE4KDGZ0NO6A6eBQKEx5lJAjZhqkaIVVomZ0+AUgQ0oTC3KhRiZOYx9Pl8ymUSgwDIwqW0Ab3NMIGop6HDRs2bNgw20/FSlDtot262fRxYS1mB44iQcg2TMqgUCrJVGiRCCwp8IIEIS3Izc0j5PP5IpFIqVQBgFaLKVUqk75uIVwOluEqKFKmPmY7eJAgZBsmmUbpipQBlFNPE0pqsIwpGiHolxu1pXVUoyH/4ny+RXYF9oAEoSOCfIScoVUrMpn9yRO9V/X60BUpA0gjpAnz2tPjUBtQ2DJw1MBByA0bG/cFIUoirI/ZVdaQIGQbQiGZO4hhdV52UwAAIABJREFUzSiFdEXKAIoapQn9ZoSm2TaZakDBPQchcF4QarV6IaNII8RBGiGXMN46ijRCtmFeM0IcCUOBo9xzEAJVEGq12oSEhLy8PAZnQzvZ2eT7i68vNNLWwuFAwTJcwvh4GSQI2YZ+M0ITfYQsEITcyJ0AqiCsqKiIjY29e/cug7OhHaqDsFs35ubBMlCwDJegZlAgjdC+UJibUG9wvNyG5mmOm0bxJHopkXPHCZCDsEGQRsgljE8lRFGj1karxXIeF5RXVBl5vH6JNRN9hM5II6QNMo+Qz+cvX778q6++Gj16tCUt6VkFChltELM1Qk66B+wd402jVgqWQYIQB8Ow7/YcupeTy+fz5k99oXunds1+xezKMgAgQcEy9KGXUC+RSB49ehQWFhYbGxscHMynJNx+/PHHQjvsOYaqjDaIeauYXE4WJhWLQWS7/F1EUxgIwiaKjCDTqFW5m/34Xk4uAGi1WELSFaMEobmVZYC5cqOcfBvWk22//PKLXC4HgPo9KNavX293glCtBmoXxc6dmZsKyzDProXsouzE1xc8PHR1BOvq4OlTCAho+EgrCUKUPoFz6Tr53p1bUKxSqUWiptZMDMOUz3o58ng8sYmvls4MdWLiuGkUADIyMpiahzW4d4/8iYaEABMtgVmKeasYEoSspW1bSE/XjXNybC0IkUYIADK5IjMrm9jUaDSPC560axPaxFcUShVR8U4sFpmamc5UJyZOmka5nEeIImUaA2mEHMNINyEShNbjeuZdQr3DeZhb0PRXyigxNSa1p9d9hQWmUW5qhABQVla2b9++mzdvVlVV/f777wBw/PhxFxcXeyzDTY2UQXZRKkgj5BhG5tTTKAhtEzX68CH873/QsSO89JK1LkEXl9NuGuzJeVzY9FeupJErVEiQn6lXZKpJPVUj5KYgzMrKGjFiRFVVVcuWLUtLS/Gdt27d2rVr171795iYnkVQBSHSCKkgjZBjcFIjrKqCfv3g6VMAgPx8ePttq1yFFp6WVjzKMxR7ObkFTQQuaTSaKzduE5t9epocy8dU0W3um0YXL14cEhKSnZ29Z88eYucLL7xw//79goJm1HwWgkJGGwNphBzDyFRC+xKEFy7opCAArFsH+flWuQotXLp+k/D2EdTJ5E9Lyxv7Suad7JpanZHRxVnSvXPzIaYGsKToNjcgBWFdXV1SUtKnn34aGBjIo7zGtGnThsfj5bP5MWwIuRyyn7mueTxkGtUDaYQcwwyN0MKEehtEjVL/IbW1sHq1Va5iOVotdvUGaX2iBn/mNO4mvHgtkxhH9+wsMj0mX08jRJVlLIMUhHK5XKvVeteLrZRKpRiG8eyt2cadO6BW68Zt2oC7O6OzYRnUOG0kCDlAmzZkl92CgkYlE40J9dRHSD9GhDYMJPqBA3D+vFUuZCF3sh9VSmvwsZNYNKR/FPFRzuOGBWGltPpO9iNis1+UOZ4bkUgoEAjwsVqtUas1TR9PF5zMI9QrsRYYGHjq1CkAoIq9P/74QywWd+rUiYHZWQCqKdMESCPkGE5OEBysG2u1kJvb8GH2ZRqtr9q++SZZ0oE9UGNeorpFdGrXmtjMyW04XuZi6k2tVmdLbR0SGBpkZjcAZybKjXLcNMrj8V5//fUNGzZ88803hYWFAFBQUPDtt9+uXLly3rx57vamUqFImSZAPkLuYYyb0L6iRuv/K9LS4McfrXIts5HJFRlZD4jNvpFdWocGCQS6dbWkrJxwBBJgmJ7s7N/b/G4A+p2YbBQ4yknTqJ5hes2aNYWFhf/5z3+0Wi0AhIaGAsD48eO//vprZmZnAShSpgnMe51HgpDNhIVBUpJubIwgpNFHaCVB+OhRAzvXroXJk8HHxypXNIPUjDsqlc4H4+PlGdY6lMeDkED/3IIngLdKzivqFhFO/crd7Mel5ZX4WCQSRnWLMPvqjDSg4KRpVE8Q8vn8bdu2vfHGG6dPny4oKPDy8ho8eHDfvn2ZmpwlINNoE1AXQaQRcgNj4mWof2vTE7j1oGqE1liBS0qgulo3dnYGgQBqagAAysthwwbYvJn+K5oHNX2wX1RX3KfUtlUwLggB4GFugYEgvHSdDJOJ7NqRWiDGVJydyV/yo7wiPx8vU3s5mQH38whxOnTo0KFDB9tPhUZqa8nXSYEAIsx/5eImSCPkHlTT6MWLcOiQbiyRwIgRujd3O/IRUmV5u3bwyivw7ru6ze+/h9deY8Xb7e17Dx/lFeFjHo/XJ1I3p7BWIYkXr+Njg3iZOpk8/TZZAbl/L4u6pFJ9hAePJRz6K8HX26tlsL9YLFYolHUyuUKhVChVTk6iUUP6GchjnEf5Recvpbm7uTw3tL+RIpmTPkI9QThlypSIiIgRI0b0799fYqHphFFu3watVjcOD+fOX4sukI+Qe1A1wgsX4MIFcrNTJ0hLAycnezKNUgVhWBi8/Tbs3q1LiFKrYcUK+Ptv+i9qPHmFxX+dTr59n6zi0yGspXcLD3wc1jqY2J9bUKxWa4RCXXjn1Ru3ifBOPx+v8NZNFSNtFlcXvaUNw6CkrKKkrKL+kT/8fHhwv6gJo4cQM9Fqtf+cu/T3uUu4I+xhbuHrc19quko4Did9hHoJ9R4eHt99993w4cO9vb1jY2M3btx49epVDQvjtJqD6lFnw5sj2zAv0oH6JogEIdsIb+B1X0dWFvz1F4DV+hFawzRKLRQXFgYSCVADFU6dgidP6L+oMTwtrfjpt2Nf/nc/VQoCQL8oUrdr4eHu9UwoqtTqvMJi4qOLqaRdtH+vrhZmpfXp2ZkIzGkaDIPEi9c37TyAuyfLK6o2//jbibMp2mcaw8Pcwp9+O0bEsjYBJzVCvZu4e/fu0tLSy5cvv//++wCwYcOGPn36+Pr6Tpw4UU0k5bGetDTYtYvcfO455qbCVpBGyD0CA5uKjsYz8KxkGq2ppT+RkKoR4lbfF16AHj10ezAMMjMb+Ja1uZae9enWn65n3jWoIxPds3NUt47UPWGtSKXw4bMkigcP8wqelOBjPp/fN9LScPZ2bVu+8/rcyWOG94nsEhzgS+0g2yB5hcWff7cv/lTSxu/21c9xzLyTffDY6WYvykmN0FARFggEffr06dOnz5o1a65du/bRRx8dO3bsyJEjarXaLvoRYhi88QaZbBQRAXPnMjohVoJ8hJzk+HH46itSVSorg7NndWM8oNRKgjC/sOJRvqZNaJBFZ9THQCPEiYoiu03dugWxsTResHlKyioPHPlHo9FSd7Zv23JcbExbitjDCWsVkppxBx/n5BYMh95V1TV7Dh4nDujSoa2HOw2/In9fL39fL3ysUqkLikuePC3DMEziJHaWSCRO4jqZ/NBfCaXluk4XcoXy9PnLjZ3twtUMT3e3uOEDmrgiJzVCQ9n26NGjM2fOnDlz5uzZs8XFxREREUuXLh0xYoTYwiAzW/HLL5CcTG5u2oQaqTeAeYKwpoYcI0HIQlq1gi1byM3ycvDz0znLMzKgslLPNEqjj1Cr4Z9JujR/6niLzqhPNtnajxSEVDcHNSzcBmAY/BZ/isiUAICWwQHjYmM6tW/T4PFhrUOIcU5ugUqt3vXz0apq3U+Ix4OhA3rRPkmRSNgmNKj+G8mqJbMOHP7nxq0GGid06Rg2LjZm589Hyp/1hDpxNsXTw21A7+6NXYWqEXJmHdAThAMGDLh48WJISMiIESO++OKLESNGhISENPZNFlJXB2vXkpvjx0NcHHOzYTGosowj4O0NnTvrEmo1Grh4kU6NUK2RA+hkqUYjyMh6UCmtaeHhZtFJn6FSkSW2eTxo/axUC9X2e9Ow65GZKJQqPp/XbKnPKzdu3c0mC/ZMen7Y0P69mvDwBQf4OTmJFQolAFTX1O383+FH+UXEpyNj+nYIa2Xp1I3GWeI0f+r4pCs3Dp84p3rm5BKJhBNGD4npG8njwZJZk7/54ZfaOp2I+y3+tIuzpGeXBnIHlEqydKVIBPZgJTQKPZtyQUGBSCSKeoZ9SUEA+OQTsriUWAxffsnobFgM8hE6CDEx5DgpiU5BeOveXWKs0Qi0Wm3KtYz6hz15WnbzTrbSxGqkjx+T3o2gINIRZaAR1m/4YCr/pqSu/mTbmk+/o3ZEqk9Nbd2Rk+eIzYh2rYcNaEoKAgCfz6NqZncePCbGXTuGj4sdZPaczSamT8+3F04L8vcFgJbBASsXzRjcLxL/VwT4eS+cMZEoF67VYj/+Er/v9xPV9cricDKbHgwE4c2bN0+cONG5c+f9+/d37949ICDgpZde2rlz56MGazywjJwc2LSJ3FyxAuw8GdKKII3QQaAKwvPnaROEGIZdp2hkWo0AAFKuZhj4z9Ju3v10654d/zv88be7qXXImsUgd4IgNBS8dO4wqK5uoKRqUXHpL0dOnTybQhghm+DOg0eHT57TaDRKpernP/9uYoaHT56reaYtiUTCl8cb5ZwMq+c4BIBAP5/ZL41hqodBaJD/2tdnf7pmycrFM4MCfKkftW0VPPflsdRwm6s3bn/87e6LqZnUFw5OOgjBQBC6u7uPHDly48aN165de/z48eeff15XV7dw4cK2bdvKqe4FVrJiBekCCQ6Gd95hdDbsxjyNkKsvgxxm8GByfPUqVFWRm5YIwtv3HkprKolNjYYPAFXVNZl3SFlSJ5MfjE/AMAwAKqqqf/j5yA8/H6molBpzfuqLN7VQAIBePzUD6+j1zDtfbf855VrGibMp6zft+uP4WWl1LTRCVXXNvkMnsGdrvFar3XPwr+xHDTSbu/PgMVVfjBs2wNe7hTH/CqqbEMfFWfLajAk2KP7SBDwez93NpUFB3DUifOqEUXw++VmdTH7g8D9bfvz1ccET/FZxsqwMNFhZRiaTJScn4yEz169fB4DQ0NBmA3OZ5fRpOHKE3Pz8c3Cjx1vBTczQCFUq8kih0NJQC4RtCAmBsDCdgqVUQlkZ+ZElgjDpyg2+gEwv1mh0y0jS5RuEYyn+1HlCi8LJyHpwN/vxoOhu4wMCml5P6udOEHTtStYKuHULxowBAMAw7K+E5NPnLxO6i0qlPnfx+oVrGYOie8QO7uvupvfiptView4eN7D7qVTqHf87vPzVV0IC/YidSpXqt3gyoyAk0G/4wN5NzJxKm5bBfD6PyMzj83lzXx7r5+PV9LeYpV9U1yB/n1+Pns4vekrsfPAo/6v//s/N1aVDWEsh1gFAlygiEKoup90rr5QK+LyIdm1ahQQyNGsa0BOE3377bXx8fEpKikKh8PHxGTp06Lx584YPH96xY8fGvs8SPvqIHA8YANOnMzcVe8AMjZBqF0XqoB0xeHDDpUfNFoRlFVW37z2k5nFrNbrx/Ye5T0rKAv18HuUXpVxrINFPoVSduXD9bk7+rCnPG5jmqDRmGgV9NyGuEcoVyr2Hjt+8kw31UKnU/6akXriaMaR/1KghfQlV7MTZCw8e5tU/XiZXfL/397dfm+bj5QkAxSXlp5OuEAWy+Xze1AmjjExgBwCJkzg4wI+QKBOeGxrRro2R32WQ1qFBKxfPOJdy/fjZC0ol6dytqa27nnm3uFBKCEJpTdn//jiJj4+dTu7SISxueP/WtGbR2Aw9Qbhjx47Q0ND169ePHDkyMjKS5Vogwc2bZN19Hg+2bAF76yJsa8zQCJGD0O7QarGky2kiVzFAA4nbZgvC5CvpGIYJKBqhVqur2oVhkHwlfVLcMMIoCgD+vl5uri7U9O38oqdf/Hf/uJExwwb2atBb1mASIQ41cPTWLSgpq9z58+EnT0lVVyQUurk6V1RVE3uUKtXp85cvpWaOGTmwf6/u93JyTyWSiXQR7Vq3b9vq2GndCiKtrv1uz+/hrUPuPHhcKSVPAgAxfSNNXeXHjYrZ/esxpVI5tH+vYVbIl7ASfD5/+KDePbt2OHgs4dZdvdcotZoUGUKRXpWVW/dybt3LsVNxqCcIb968SbQ8ZjlKlerGzXtV1bUYpt28qRWAzi89cKCqVy+UOdgMZuQR1heEWi1WXFLm7u7q5sIhXwFXwDDs5z9PXrlxW6b1qi8IeTworyoL8je5m5FKrb70rEgYn6/VavkAgGGg1fL5fC0AXEm71cLDjVpU7KVxsR3CWl1MzTj6z/k6mc6Nr1ZrDv997ubd7BmT44gSnQQNJhHi6AWO3sa+/P5nmYI0wHq4uy6YNqFlsP/F1JunEi9RxWF1bd2vR08nXkqrqa0jhLSHu+usF8e4u7rU1Nb9m5KK72ywXKeXp/u4kSaHenZu3/bT1YuVKpWbq/1ZUbxbeCyaOSkj68Hl6zfvP8yTyRUAoFaSq6tQ1EAwMC4Ou0WET5042t1+/tV6ghCXgrW1tXfv3s3NzXVxcYmKivL1bdSCwSD/3fcnbtxQKUUJ/0QS+z2DTl1Oa9M3EhUYbQpjTKNKlUomVwgFArywL1UQisXqP08kpWbekVbX8vn8iHato3t07t65nRgVL2AHGAaHjp3BQzxaeFe4utfUVuv5zPl8zWdb9/TqHhE3rL+/r7fxZ067eY/w/AmEGq1SZzRylrgrlFUAIJMr4k+dJ47v1T2iY3grABjQu3u3Tu3+PPHvtfQs4tP7D/M2bts7blQM9V2qpoZfUdEeHzs5YTXy/JpaH0KQ+PuDnx+UlAAAKOS8J0+cPL1082kdGvTqtBfwXMZBfXr0i+p6MTXzVOKlSikZQVpUXEq5Cbw5L43FF+uJccNq6mRXG0miEAgE0yaOdjIryEUsFonFdvy76N6pXfdO7bRaLK/wyb2c3IOVZGBwC09h7x6dPD3cHuUWZusXbMu8k/1k5y9L50zBjczsR08QYhi2YcOGL7/8svbZsicSiebOnfvtt986sylCqLZORpj4793qpFTorDwubrWt29393x9Zj/OKJo8Z1rR2W11bV/y0LDDA1wEVGoEABAJdqpZWC9mPnzx5WpxXWFxYXFpbJ5fJ5TK5gqiR7+bi7O/nXVESDtAH31MhLSZen7Va7e17D2/fe+jkJO7ZuX2v7p3atAyypMUawnKOnkpMunKD2AwKLXiQpefmFwjVGIZdS8+6nnmnZ5eOYa2C/X29A3y9vFp4UG2VGIbJ5AonsZhwjCVdTiM+dRLzVM/MCb26dUtJTX72Ld1OiZN4YtxQ4nh3V5fZL45pFeT7z/lrRO62TK44GJ9AnVvJkwAAnSB0cavY9tNvfD4vol2bPj27dO/UTiQSdoxQl5ToFq6yp76eXpUAEN2z89QJo6h58UKhIKZvz75RXc4kXU1Ivkp1d+HEDRvQvm1LfMzjwfSJz9XVyW/dIy2BYrGofZuWHdu17t6pnb0s6FaCz+e1Dg1qHRr05DHs+k63s1unlrNf1N3Au9m5J/9NoYbdlpRVbNp5YPGsyaFB/rafsKnoCcLPP//8ww8/HDdu3LRp04KDg8vKyo4fP757926FQrFnzx6zr6FUKpOSkh4+fBgUFBQbG2t5tTYXZ+fgAN/C4lIAuJXWg9jfpWcmbp9JunIj/8nTea+Mb7DURX7R0zPJV9Nu3tVotDweBPj6hLUODmsdGt46xMjAaA4gFpOR0F99/1uDVg6cmjpZzeOC3BwRIQhF4gYOViiUl9NuXU67BQA+Xp4hgX4hQf4hgX4SJ7FaraGmVItEQmLBcndzDW48aAJhBif/vXgm6Sqx2cLDbUycy+YsvWMEQt1bjlaLXc+8cz1TVxVTJBT6eHmqNWq5XKlQqfCKYjweuLu6eri7uru5UNvvOTsLiKp7UV26XEq7YNC74PkRAz3dDX+AEeGtonp0OfDnPwbdGwiklaTI8fCqxCeJv2xJnMRdI8LrVC0BdAXAykp823fOeWH0kMY8cGKRKG74gAHR3Y+dTr6SdoswinYMbz16aD+9eyLgz582/q/TyU+elrUMCegY3jqsVbC9uIpsRmMVtzuGt+oY3upeTu6xU0lEDR1pde2WH39bMH0C8cLBWkhBiGHYN998s2zZsq1btxI7J06c2KtXr2XLln3xxRf+/mYK9v79+zs7O3fu3Dk9PX3lypUXLlzw8rIohpjHg2XzXrp4LSMj3elpUQCxs0dv8uf+MLfwi+/3TYob5ufr5enu6u7qwucLbt/LOXvh2r0cMhH3/+3de1xT9d8A8M/Y/cY2NjbGbdwRVCBRQVHBK17IzCQzNNN+Zmlq9aRWv54sq9/rsYtdHp9+pWapqZXWo2U9JF4DbygYggKKCozLBhtjsBu7Pn8c3AbiuHMYfN8v/tg5nI3Pxtk+O+d8v5+PzQayeqWsXtnhIDcymRToK5IEiEMC/ST+4r6qIIUvk9l89kKe1RYH0HrcZrEQXSTC1nt1dG2ATCKZOmpLolSplSp1F+dQB/iKnpw/o29LNg9tVqtNo9M1a3TqJo2hxUgiERl0GpNOo9Np+ddL/jjlaEXIYjLWrkiX1/A/397mESiUjouymMxmWb2y3UqbDZo02iZNmzl5I8IkNJrj2JFOY4+KDHX+j/v5eCcnPgId4bBZLzzzRE7u30czzz1YdEbtlAg5XLXzrwwtxqsFxZ48xzdpjVr88qolne48HDZr6cLZKRPGHPvzXElZRZC/+NmOZrWTSSTnQ1jkQa4n1EeEBL686qnvf8m0nwDHBuIuT5/XYcG2wcORCFUqVV1d3bJly9ptsXTp0jVr1ty6davHifCXX36RSCQAYLVa4+Pj9+3bt2HDhh5HjGEzGbOSEw9951iTlgbvbE7bffCYfbhzs0a397Cj3DuVQm554PSIayaT+U5F9Z2K6tNwFQB4HLYXj8NhM9ksJpvJ4HiyfIR8iZ/YXQap2mzw943bf5y+oFSpPYiO9mkWSwfDg0kkIoNG07e0YIcFZpMjEVIo5piosHFx0SMjQxTKxty/b14tKG43xK7rpDXy7V8fnBA/ev6syczhd5q66yqrZZlnLlZUyZqdhnu4QKdR1z67yMebL+SDlxc0NDh+5c1nPrdk/v+dvlDjdM2sWyYnPPJp27HHk8bH2RMhgQBPPjrDxbBzAgEmJ8RFhkrOXymoltXTaVR7WrqRK7FvFhrqIRYJatsGyfd2WjSFBPl39e3nLxaufTbdYrF2fQoE0k6nPZiIROIzi+axmQz71ROz2fLtj7/NnZY0Y/L4QfvKOxIhnU4nEolVVVXjx4933qK6uhoAPD3bj+zqOsn9orkeHh58Pr+vOv02NsJPPzkWX3gB/Hy8N764dN+RP9oN+cU8mAU9WUyNTteVXpQYlbrZeRwahsf1jB89Ij5mxOA8Fa7TG+qVqnplo1zRcKP0jrSmdVaT8/B3Dps3KjogwFcY4CvierIZdBqdRsV6VdtsNlVjU51StWsXMevX1u2TxkesyojCbotFgsdSp8yfNfn2PWne9eKKKpmsXtmu1FanbDbbhavXr9+8PT91SuKY0e7yxWLAqJs17c7sdYpKIdsvz3h4wMSJrb15W39LhbiREbHR4bfuSqU1sjqFSq5oqKtvaDcFnkAg0GlUvaGl3d/1FwtHRoS0G3scFSWR+IsrqmoBYOLY2AfrqjxIKOA9eAT203eO28sWxz7+eGy1rD737xtXC4qxSjFeTonw1i2CydS9DjOD9rPYLXSlsgyBAAvnTvVkM3898Re241ittuMnc/ILS5YsSA0K6N65n3uVNcVl5VxPtp+PQCwU9NPIozaJMCUl5dVXXw0ODn7kkdZzGhUVFc8991xAQMDIvmj0fubMmfz8/L179z5sA4PBsH37dtb9qjDR0dGznfrq6vV6ndOR+ddfk3S61vdiQIBt8mQ99stlC1NP5lw9lXPVxadGqMRvSkJcZKjEZDJVVMvKpbX3pLXVsnpDS5crb96namw6mZ17MjvXm88dFRnC47CpFAqdRqVSyHQalcdhd/ifs1qtcoVKpzd4cdhcjmcPPvqbtboauaKlbcAtRpO6SdOk0TU1a5s02kZ1s1bfcW0850S4In1BaGib18pkMpruD4SgUcmBvkJvnuNZMJk2538Ext9H4O8zGQAsFousvqG2TlkrVyga1GaLhUQkOr8IRpMJG4ljMpsrqhyNxjU6/cH//fPC1etLHps5aM9Ct9sJ+5vJbM7JLThzIb9bJzPIJNLy9LkiAdceamIi+fhx52N6q05nAIAAsSBA7LhGqze0NDZpKGQyjUahkEjYlyGr1dqs1aubNdjJWA8Pj7iR4QaDnkSi2Ws0qtUGvd66cvG8/KJSOpUaGx32sFep0xfwzh06QOv7wdfXoNNZeZ7M1CnjZ04ad/uetKC4zGw2/yqyyOVEADCZoLDQMGJE9754uTXs1cNrkrdaTQZo3ZHIZJNO99DdcmL8KCqFfOT3M1Zr63+nRq7YvvPghDGjZk9NpHYhn5nM5j/PXs65UmD/ICcQCF5cT7GQL/HzmRA/Cts/H7Rr167m5tYjluLiYoWi89MebR5ox44dKSkp8fHxkZGRfn5+9fX1N2/epFAox44d6/1F45s3b2ZkZOzZs8dFUwur1apSqVruj+iXyWRGp2luJpPJefHbbx2nZlaubLFYjPZDzeSE2JAA8bUbtxqbNM0anUar1xkMVquNSCSOjAhKGjsaG6CBfdZL/EQSP1FyYtyD8TRptNKaOmlNnbS2rkamMLs8lq1XNp65kN9uJYEAXE+2N58rEnh5e3FMFkutXFlbp5QrGuzDMilkkpDP8xbwhF5cTzaTTqfSqBQGjUqjUT0IBACwWK1GoxkANFqdtLauWlYvralzHhTeXUSiB4tFUt+fK6XTmY3GTg7T1WoP+xuASjUbXU4/9PbieHtxYkaEuNgGc6ei5vip8/auoQBQLq39Ys/hJ9OmdlizGHftdsL+0KzV1SlUdcrGeqXq9r2qDv/RTDqNyaCzmHQGnWYym/WGFr2hRa9v0bcY2Uz6Y7MmB4i9neMcP95q//cBAJls7fBZED0IfC4bu22zObahU8l0Ks9H4Li0bzQayWTHG1CrNRmNFg8CjB0dCQCQVwYYAAAZ4UlEQVTmjq4cY1y/gFYrSKWOM26+vi1Go+MrWnCAT3CADwAc+sYmvz9TsaDAEhLSvUsebs1kMgFAf++ED6PROBIBmdzJ58DoyGAalfzzH+fsg4RtNtuFvMKi0jsT40cH+ot8hYKHHaDL6hsO/36mTtFmQqfNZsPGHxSV3q2tUzw+e8qDd7TZbHK5XH//0LW5ubkrr1WbRDhixIjCwsIvv/zy3LlzKpWKzWZv2LBhzZo1ISGdf6K5duvWrVmzZn300UcLFixwsRmDwXjvvfcedjFSr9dzua2jOk+fhtL7fWAoFHjxRRqX26b8JZfLHR3tuDxrs9k0Wj2DTu1WRudyuYH+rWnbYrHWKRuaNbqmZm2zVqdu0mC1ply3mLHZWk+o3rrbQUknjNFkrpLVV8nqux5Yb4weEbpgdsq5X1nV9yOiUNjczkbLOn8H4PPbv9o9Fs/lxo2KPJVz9c+zl+yvpFan33skc/6sydOSxg2206TOO2HfUjSoM89cKCy5o3vIQTwA+IoEC+dODQvy7+4X05QUYDAcIx2YTFLvn4XzmTEqtfNdCOP6BaysdExsFQggIKDjSQtxcXD6dOvt8nJm//xDBikSiQQALJyKKVudjr35fDqX28lF/XFx3OiI0P/NPJd7rch+YNek0WWeuwwAFDI50E8UIvHzFwt5HE8vriebxQSwnc65evxUjv1QoUNVsvqH7Uj/+te/7LePHj3q4hyknSMR1tXVlZaWCoXCf/7zn1u2bOn0nl1XUVGRmpr69ttvZ/RdDdCvvnLcXrgQRKJOtsdqrvfmLxKJHmKhoN11wBajqbC4LK+wpPh2eV9d++xbJBJR4MUV8nlCgReDRokIlWDVj5wrbHWl3Gj/tZ4gEomzkhPGxkb99OtJ+ywuq9V6NPNcRZUsY+HsrpxFcWsanT7zzMWc3AIXuxCLyZg3PWni2Bjn5gBdRyZDYqIjefSyGeGDD9Kz45PffoNVq4BAgG++gblzAdoWV2tXbttZf3ToRbqiB22YmAz60oWzE+KiDx3Laleyx2gylZVXlTnNPiSRiHQqtV09dD6PE+ArqpErFA0q+5COR0b1ZQVsEgBYLJbnnntu37592EW14ODgY8eOjR49urP7dtWjjz4KAHl5eatXrwaA5OTkp59+ujcPqNW26TXxwgu9i68XqBTy2NiosbFROr2hsLhMVt+AzUY3GIz6lhaNVq9UNT5sMA7Xk8XlsOsUKhdHAC4QicQAsZDXtjwVhUzieLI4bBaXw/ZkMbkcFofNso/Ha2hosH+RdB7pIJVCYpspVR1wrnrVH7VGvbieq5ctPHHu0u+nztsv7l4rKq2tUzy9IDV4UJ4m7T2jyXTmfN7J7FwXF6eJRGJy4iOzp07oZZmCKVP6OBH2oFCfM5kMli6FpiYAgIwMKC0FodBVuW1n7Tr0IgOm01GjDxMeEvjGuuV/nr10MvuKiy98ZrOl2dwmCyaMGbVo3jSsYLrJZJbVK+X1DSwmPTI0qJuxu0ICgF27du3du3f69Olz5syRSqU7d+585plnrl271umdu2jTpk3Ol8cDAwN7+YAEAhCJgJ1IGzWqTdM1vDDotIQxHZQ2Npst2H+uRl5fp1CRSERfkbe/WOjvK7QX4mvSaGvlSlm9ok6h0mj1Or3B/oNtQPTwoFLJAEAhk319vIP8xZIAsb+PkETq+YXb8HBHpfL//E947DFwUefgzBnIzHQs9lMzEgIBUlMSA/xEe3/63f7cZXXK7TsPjooMnTcjaXCOy+2xsvKq7348/mALWSqV4uPNF4sEPt5eYpFA4ufTJ7NKpk+Hd95pvS2RuNqyi3qZCN98szULAkBjI7z1Fuzc6arctrPoaCAQWkvYlJWBwYD6gg2Q3jTmJZNIaTMmTYwfXVhy525lzd2Kjq9/2zEZ9Kcem+k8AZFMJgX4igJ8OzsB2H0kAMjMzJwwYUJWVhZ26BAXF7dixQqZTObj0zf9pZYuXdonj2PHYMBXX8HGjeDlBbt3D+peEyQS0V8s9BcL42HEw7bxZDE9WUysJOOAWbcO9u5tvfJXWgpffAGvvdbxlmYzOE/7HD8eJk7sx8Ciw4M3rVm2++Ax545oRaV3bty688ioyLnTkkTe3aiNOWjdKa/6976f29X98uJxHp0xKT5mRH90MJ80CTZuhK+/hpgYeP31PnjAnrV3xuTmQrsLN998A6tXu+pE6IzFgqCg1qxpsUBJCcR1MNYN6Xs9PiK08+JxkieMSZ4wBgBUjU13Kqorq2WKhkZsLIV9WE10RHDG47M92QPU6YYEABUVFWlpafb33syZMwGgvLy8rxJhf1i+HJYvxzsIdxYXB6tWOS61bt0KGRkg7miGz7//DYX3q+4MTJcrPo/z6vNP//hrFlawDWOzQX5h6d83bsVGR0xJiAsb9EWbXCiX1v57/y/OWZDJoKemJE4eH9ebo/xOffghfPhhnz1aj48IbTZYv77NsAsAsFph3TpwnvHkeojeyJGOw8cbN1AiHCB9O1aAx/Ucy/UcGxtlX2M0mRpUTR4ehG7Vgu89EgDo9XqG03NiMplwf7YKMoS99x78+COoVAAAzc3wz3/Cnj3tt1EqHefTAGD5ckhIGIjYyGTS0ifmJMaPPp6V7VzY3mq1XSsqvVZUKhYKJifEjY+L7llPABxVVsu+3HvEeQLotEljZ6f09hLgwOtxIty3Dy5f7mD9xYvgPDvOdSIcNcpRIgCNlxkwXZlQ3xsUMtmn+93Beq911GhNTU1eXmtFHGwq4q1btzgcx9hlN+rTi3SRQADvvgvr17cufvcdrF7dPs+99ZajNBebDU7DkgdCWJD/y6uW3Lx973hWjnOLOwCorVP89NvJYyf+Sk58ZN70JHfZOatl9f/z3RGstRtm/qwpM6eMd3GXQatniVCjIbzxhmNx0SIwmx1j3+yHiSQSBLg85kfjZXDRf6PH8dWaCHfs2LFjxw7nX7z44ovOi3q9noauRw85a9bA7t1w/ToAgM0Ga9dCbq7jW3lREeze7dj47bc7Pnfa36LDg6PCgq8X3/7j1Pl2tTFbWownzl3WaPVLFszCIbJuqq1T7Pj2sPMg4bnTk9w0C0JPE+Fnn7FrW5sTAJ0OH30EVitkZoKh7dDpwEAgdVw2pJVzIkRHhANmKCfCrVu3NjY2ut6OjHquDkVEInz6KUyf3rqYlwf79zsuvr70EtgrhISFwbp1OESIIRAgNjo8Jiq87F7lX5f/vl5cZnW6xHTh6vWo8KDBXN7earWevZj/x6nzzpXSZiUnzJk6AceoeqkH8wjLymD3bsfH56ZNEBQEAPAf/wEffNBmy05reERFOXpqlpdDczOw2V2KAemN3owaHcxIAPDkk0/iHQaCm2nT4Ikn4OefWxfXrwesDZfJ1HqkiPn8876ZfNYbBAKEhwSGhwQ2NmkuXCnIyS2wT7w9dPSExF/M4wzGz8Jyae0Px05Ut60cNG3S2EdnTsYrpD7hfET42Wfwww+d30UmA6OxdahVYCBs2tS6/o03YO9eqHLMq3Y1ZBRDo0FYWGt5KZsNJk7Ef/8cGFYrAwDwuhTgfOA+1BIhMsx9/DH88UfrZfCmJrh/sdhh3rzWwh+DBNeTNXd6Ukx0+CdfH8DqMOn0hn2Hf1+3cnHPCq/0E53e8OuJ7AtXr7er/56cOObx2Sk4BdVnnBNhdTVUVz980458+KHj3BqTCdu2gXPhqa5UdRw50lFncTidHR0Ul8NpNNyScX8YQk8F6amgINi48aG/pVDg008HMJou8xcL589yFFMoK6/K+qujwYh4sFqt568UvP/ZnvNXCpyzIINOe+qxWYvSpuEYW18RCDrf5mGSk2Hx4jZrliyBSZMci1FR0KnY2J4HgPRST7vTDlIoESIAAJs3dzxNnkiEbdsgPHzAA+qalAnxUeFB9sU/Tl+4V1mDXzitbt6+91879v1wLMu5ZCKBAOPiot96eWXSuBgcY+tDTz0F0dE9uaNY3KZWMIZAgK+/Bmzq8qRJ4NR+7aFWrYKwsJ4EgPQSmQxvv413EH0KnRpFAAAYDMjOhtJSaDd91N+/84LmOCIQYNmiuf/133ubNFoAsFqtew//vnntM3jNyZPXNxzNPFdUeqfdem8+98lHZ4wIC8IjqP7C50NBAZSUdK+sjFqtmDhR0OEI9OhouHsXqqshNLRLRRvEYrh5E0pKeljy201hM7wZuA7ZlEh6dT5gEEKJEGnl4dGl81GDDZvJeHph6tf7f8FOQCpV6kNHT6xY/OgAF96T1shP5Vy5VlTarsY6hUKeNSVh+qRx/VoyBi8kUptGEF1RW2tyMQ+LTu/eQR6ZDH3XHcA9aDRWAMCpC9OQhRIh4vZGRoQkJ445e7G1K/K1olIel923o1GsVptS1Vhbp6ytlWn0JoEXl8thY1UJS8rKT2ZfKb1T0e4uBAIh4ZGRaTMncdjoQwtBBjWUCJGh4LHU5Nv3pPYpCqdzrnLYrGlJY3vzmNWy+qKSOzXyelmdsk6pcmoTegkASCQin8chAEFWr3zwvhEhgY/PSRli7TIQZKhCiRAZCkgk4vMZCz7ZebCpWYutOZp5jsNmxcc8tOnHw9TWKa4VluYXlcrrG1xsZjZbOtzAVyRImzl59IjQ7v5dBEHwghIhMkR48TgvPvPE57t/wJrc2my2/T//H4vJ6GJ/K0OL8fyVgsv5N2rrFJ1v3ZHwkMAZk8ZFhQcP5r5gCII8CCVCZOjwFwtXZSz4cu/PWAtsi8Wy++DRDf94yvUpSnWz5uyF/PNXCpxrYT/Ik80UC/lED4LOYFQ0qDX3p0Z4eBBioyOmTx4n8Ru8bcsQBHEBJUJkSIkICVz2xJy9h3/HprEbWozbdx4cMyoyaVxscKCv85Y2m61aVn/uYv6VgmIscbZDJBKjwoJGjQj1FQl8hHxsSkZtba1YLMYeWdHQqNXpRd58ricaDoMgbgwlQmSoiY8Z0aTR/vLHGWzRZDJfvnbj8rUbviJB0rhYFpNeWS2vqJZJa+TOTQHtiESPyFDJmFGRMdHhLuYj0qgUNBYGQYYGlAiRIWjqxHh1k+ZUzhXnlTVyxeHjp1zci81iJCeOSRofy2IMoXLCCIJ0BiVCZGh6LDWZ78U5mX2lQaXudGNvPm/6pLHjHxlJdt0ED0GQoQi97ZGhiUCAyePjJo2LLS4rP59bUFR617mFIYbNZEj8xQljRsZGhxPQWE8EGa7cKREWFxeLcWmRPlRIpVJfX19vb2+8Axk4BAIhOjw4OjxY3ay5lFdUeqfCw4MQ6OeD/XhxPbv1aEajsaysDO2EvVFcXOzj44O+dvRYXV0dgUBgoRprfcqdEuGcOXO0Wi0JnbzqqU8++WTy5MmrVq3COxAccNis1JTE1JTE3jxIbm7u5s2bL1y40FdRDUMrV67866+/AgO7NLkTedDu3btJJNLWrVvxDmRIcac2TDabrV2DU6RbbDbbg6cHka6zWq1oD+wlq9WKdsLeQO/i/uBOiRBBEARB+hxKhAiCIMiwNriut+l0utdee41O73gWl8ViWbNmjYcHSt49dPny5crKyvz8fLwDcVe1tbX37t1bvXo13oG4MZVK9eabb7LZbLwDcVe5ubkEAqG+vh7vQNxDeXl5Y2Njp5sNrkT48ssv+/v7P2xEGYVCGT3cunD2KaFQyGazuVwu3oG4q5aWloiIiIiICLwDcWM0Gi0qKgp9ne0x7BNSKERVjbpkxIgRXRlhS0AX/xEEQZDhDH0vQxAEQYY1lAgRBEGQYQ0lQgRBEGRYQ4kQQRAEGdYG16hRF+RyeUlJSWRkpI8P6gPebQ0NDc5jiIOCgtCwvS5qampSKBQhISHOK3U6XV5enlAojIyMxCswd2Gz2aRSKZvN5vF42BqDwVBTU2PfQCgUosqZLjQ0NNy8eZPL5UZHRzu/bTUaTX5+vq+vb1hYGI7hDRE2d7Bv3z4+nz9r1iw+n7979268w3E/Gzdu5HK5IfdptVq8I3IDhYWFkZGRRCKRQCA4ry8oKBCLxVOnTg0MDFy5ciVe4bmFtWvXenp6EgiErVu32lfm5OSQyWT73nj06FEcIxzkNm/ezOPxkpKSwsLCYmJiamtrsfWXL18WiUTTpk3z8/Nbt24dvkEOAW6QCPV6PZ/PP336tM1mu3TpEofDaW5uxjsoN7Nx48Y33ngD7yjcTH19/cWLF/Py8tolwrlz527ZssVmszU0NIjF4uzsbHzicweXLl2qqKhIT09vlwijoqJwjMqNXLx4EfvaajabZ8+ebc95ycnJH330kc1mk8vlfD4/Pz8fzyjdnxucHzt9+jSLxZo6dSoAJCQkiMXirKwsvINyP3q9vqSkRKPR4B2I2xAIBImJiTQazXmlRqPJzMx89tlnAYDH482fP//w4cP4xOcOEhISOmw0YbPZbt++LZfLBz4k95KYmMhgMACASCTGxcVhBWXkcvlff/21fPlyABAKhXPmzDly5AjOgbo5N0iEUqk0KCjIvhgUFCSVSvELx10dOnQoPT3d29t77dq1qHp9j1VXVwOA/cMd7Y09U1VVtXDhwqioqAkTJlRWVuIdjhtQqVQHDhxIT08HgKqqKgaDYW8sinbC3nODRGgwGCgUin2RSqXqdDoc43FHmzdvlslkhYWFpaWlv/3227fffot3RO5Kr9eTSCT7mAW0N/YAdmRTWFhYU1MjkUjWrFmDd0SDXUtLy+LFi2fOnLlw4UIA0Ov16COxb7lBIhSJREql0r6oUChQi/Du4vP52I3AwMDFixdnZ2fjG4/78vHxMRqNzc3N2CLaG3uAyWRiJ5xpNNq6detycnLwjmhQM5lM6enpXC53586d2BofHx+1Wm02m7FFtBP2nhskwnHjxt24cUOlUgGAVqu9du3a+PHj8Q7Kjd27d08gEOAdhbsSCoVBQUH2bxLZ2dkJCQn4huTW0N7omsVieeaZZ4hE4oEDB4hEIrZSIpEIhcLz589ji2gn7D03mEcYGho6b968jIyMF154Yc+ePVOnTo2KisI7KDfzj3/8IzExkcPhnD179s8//8zLy8M7IjdgMBg+//zzuro6ANi2bRuTyXzppZc8PDxeeeWVDRs26PX6q1evlpWVZWRk4B3p4JWVlZWfn19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+ "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Scenario C, July 1, 2024\n", + "date = 1\n", + "N_stack_C = 10 # number of electrolyzer stacks\n", + "C_stack_C = 1 # capacity of individual electrolyzer stack in MW\n", + "Protocol = [\"v1\", \"v2\", \"v3\"] # details of each set of protocols are described in data.jl\n", + "Minmax_mode = [true, false]\n", + "Oper_mode = [\"minmax\", \"protocol\"]\n", + "\n", + "ramping_baseline = 0\n", + "baseline_true = true\n", + "minmax_false = false\n", + "stack_plot = false\n", + "\n", + "data_C = DataFrame()\n", + "cost_C = Dict()\n", + "\n", + "# Baseline operation\n", + "T, lambda_M, total_p_prof, s_prof, p_prof, optimal_cost = flex_scheduling(date, N_stack_C, C_stack_C, ramping_baseline, baseline_true, stack_plot)\n", + "data_C[!, \"time step\"] = T\n", + "data_C[!, :RTM] = lambda_M\n", + "data_C[!, \"p: baseline\"] = total_p_prof\n", + "data_C[!, \"s: baseline\"] = s_prof\n", + "cost_C[\"baseline\"] = optimal_cost\n", + "\n", + "for (idx_v, v) in enumerate(Protocol)\n", + " for (idx_m, m) in enumerate(Minmax_mode)\n", + " T, lambda_M, total_p_prof, s_prof, p_prof, optimal_cost = strc_scheduling(date, N_stack_C, C_stack_C, v, m, stack_plot)\n", + " data_C[!, \"p: C (v = $idx_v, $(Oper_mode[idx_m]))\"] = total_p_prof\n", + " data_C[!, \"s: C (v = $idx_v, $(Oper_mode[idx_m]))\"] = s_prof\n", + " for k in 1:N_stack_C\n", + " data_C[!, \"p: C (v = $idx_v, $(Oper_mode[idx_m]),k = $k)\"] = p_prof[k]\n", + " end \n", + " cost_C[\"C (v = $idx_v, m = $(Oper_mode[idx_m]))\"] = optimal_cost\n", + " end\n", + "end" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b73480a5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedCollections.OrderedDict{Any, Any} with 13 entries:\n", + " \"A (r = 0.2)\" => 13759.8\n", + " \"A (r = 0.5)\" => 13725.9\n", + " \"A (r = 1.0)\" => 13709.5\n", + " \"B (r = 0.2)\" => 11136.9\n", + " \"B (r = 0.5)\" => 11110.4\n", + " \"B (r = 1.0)\" => 11098.9\n", + " \"C (v = 1, m = minmax)\" => 11229.3\n", + " \"C (v = 1, m = protocol)\" => 11177.7\n", + " \"C (v = 2, m = minmax)\" => 11178.2\n", + " \"C (v = 2, m = protocol)\" => 11159.5\n", + " \"C (v = 3, m = minmax)\" => 11175.5\n", + " \"C (v = 3, m = protocol)\" => 11156.9\n", + " \"baseline\" => 21362.9" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Report costs for all scenarios\n", + "\n", + "cost_all = sort(merge(cost_A, cost_B, cost_C)) # sorted by keys\n", + "cost_all_df = DataFrame(cost_all)\n", + "XLSX.writetable(\"results_day.xlsx\", \"Scen A\" => data_A, \"Scen B\" => data_B, \"Scen C\" => data_C, \"Opt Cost\" => cost_all_df; overwrite= true) # make tables of results in Excel\n", + "\n", + "cost_all" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "532e6359", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Julia 1.11.6", + "language": "julia", + "name": "julia-1.11" + }, + "language_info": { + "file_extension": ".jl", + "mimetype": "application/julia", + "name": "julia", + "version": "1.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ElectrolysisProtocols/run_flex_strc_week.ipynb b/ElectrolysisProtocols/run_flex_strc_week.ipynb new file mode 100644 index 00000000..a875316e --- /dev/null +++ b/ElectrolysisProtocols/run_flex_strc_week.ipynb @@ -0,0 +1,8336 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "9ae05217", + "metadata": {}, + "outputs": [], + "source": [ + "#--------------------------------------------\n", + "# Run functions and save results by scenarios for one-week schduling\n", + "# If the plots are not generated on the firs run, please try running the code again\n", + "#--------------------------------------------\n", + "\n", + "# Packages\n", + "using JuMP\n", + "using Gurobi\n", + "using DataFrames\n", + "using XLSX\n", + "using CSV" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ef401d12", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "strc_scheduling (generic function with 3 methods)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "include(\"func_flex_scheduling.jl\")\n", + "include(\"func_strc_scheduling.jl\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cc54a7c4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "21362.89999999999\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 21362.9 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 4344.78 kg\n", + "Max SOC = 90.155\n", + "Total computing time = 0.004929065704345703 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "13709.523866396768\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 13709.52 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 1383.979625000001\n", + "Total computing time = 0.010265827178955078 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "11177.715000000002\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11177.72 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.67 kg\n", + "Max SOC = 550.2375\n", + "Total computing time = 0.12570619583129883 sec\n", + "Nodes Explored = 147\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "11159.479000000003\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11159.48 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 477.05408749999987\n", + "Total computing time = 0.8650720119476318 sec\n", + "Nodes Explored = 39215\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "11156.915500000003\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11156.92 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.67 kg\n", + "Max SOC = 712.9910000000356\n", + "Total computing time = 0.14678502082824707 sec\n", + "Nodes Explored = 3085\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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+ "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "19776.499999999996\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 19776.5 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 4344.78 kg\n", + "Max SOC = 90.155\n", + "Total computing time = 0.004913806915283203 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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4GmMIHwDmzZv36aef/vrrr/fee+/8+fOnTZuGkiUQCPbD8jnCYBXddtud297JQqjTeXApBBk2PI0xhAsAS5curays3LNnT1RU1Lx58xISEhYvXnzy5Mlgjw2BQNAhFIK10IXJBDhue4kND+PBWo8QPBRCx97JUaPIIvQaNjyNMaQtWIbL5U6cOHHTpk0VFRUrVqw4f/58Xl5e//79N23aFNzxIRAIGlwlFbDhYTxY6xFCh/MIkWvUJ7DhaYwh1KjRmJiY559//ty5c//+978LCgq++uqrYIwKgUAwwpU8sOFhvHO4RpEQeg0bnsYYQq01WlRUtHHjxk2bNlVVVeXn5z///PNBGRYCgWCCSAQqVds2m4XQr65RJITshA0/Qoa0CaFSqdyxY8fmzZsPHTrUvXv3Rx99dPHixenp6cEdHAKBoMeVPLDBKxUw1yhKn2AnISaEL7744vr16/l8/uzZs48fPz569Gi01gQCERIwcY2yfz1C9rhG0RyhD2HD0xhD+ACwb98+DMPy8vKUSuXq1atXr17t2O6bb74RCAQBHx4CgaDDlTyw4WGcoWsUw8BsbtvmcMDVbYYIkSUiY00mwDDgtkc4+LzWKBJCn8CGpzGG8AGge/fuJpPp5s2bNO0wYsFmBALBJjqBa5T5UIVC23VMprbGZB1l0h2TAYhENtE1GOxEF8EcNjyNMYQPAAcOHAj2MBAIhDd0Atco86GShdBgaLu+U+OPuRCSdZTLBT4fAIDDAZHIZgsaDHaZhQiGsOFpjCHoOQeBCGFCxTXKUAjph+r0gk6vzFwIXckw8o52HDY8jTEECSECEcKEihDSTNr5QwiZzxG66h0JYcdhw4+QIdxt27ZNnDiRSdOUlJQbN274e0AIBII5XWqO0Omb9aFFiITQt4SQEPKNRmNra6uRwRNUc3Oz2XFWGoFABI+uNkfoeFYH5whdyTB5UhDV3fYONjyNMYQPAOfPn/frchOrVq0ykH6Y/fv3nzJlCrlBQUHBzp07rbuPPPJIWlqa/8aDQHQanIoNJQAkWHlPIecaRXOEvoUNT2MM4Q8ZMuTjjz9m2DopKcmLPpqbm61C+Pnnny9fvpwihFevXv38888feeQRYhfZnQgEQ9x6C4N4A0Ku0S5OKFmE2dnZ2dnZfu1j+fLlxEZBQcHKlSvnzp3r2KZnz57vv/++X4eBQHQ+3HoLg3gDCmnXKBLCjsOSBzImUItu+5V169bNmDEjLi7O8aWampr3338/Ojp62rRp3tmdCEQXxK23MIg3IJQ+0cUJpWCZgPVkMpm+/vrrjRs3Or4kl8tzc3P1ev3+/ftfe+21ffv2DR8+3OlFSktLr127Zl00WCAQLF++3DrB2dTUhOrAeQf66LymqanJZDIF69PDsDAASftINAqFDgBqargA0cRBgQBTKJqCMjYA4PFiLRYAAIsF6uoUPJ7dq2q1msPhNDRgAHLiCIdjVCiUrq7G4cgB2sSqoUGpUBgBoL5eABBBaanVmhWKFiYjJJ/O5ZoUitb2bVtf9fVtfbEHg8Gg0+lYXvCrtTUcoO2BwmRSKxSBeKDAcfytt97StQc4lZeXK5Uuf1FWAieEu3fvFgqFkyZNcnzpnnvuueeee4jt11577e233963b5/Ti8jl8ri4OKtMhoWFxcTEcNvLH2k0Grlc7oexd37QR+c1RqNRJpMJg2R5yWQ2beFyxXK5AAAaGmxF88ViThC/WaHQFnIpFssd67NwuVw+X2rdDQvj04w2LMx2v+LzpXK5GAD4fCfJ0GYzj+G7Jp8uldrOCg+39cXltvXFHvR6PY/H9D0GD9tnGBEhlssD9DeSl5fX2tr2QCORSAoLC92eEjgh/PLLL5988kke5ZnQgREjRpAjSClER0fn5uYuWrTI6atCoTBY96NQB310XiNsJyi9k6XFbOYJhTyAtiKZBGIxJ4jfLFkIcZw6EKFQyOVyLRbbXUgs5tKMluyutFj4REOnRpHRyPRdk0+XSGy9S23qDGYzn21/HBiGmc1mlv/Nmky2bak0cJ8hOQxlx44ddXV1bk8JUGWZqqqq/fv3P/HEE9YjBoPhwIEDRDSpVqslDuI4vnPnzrvuuiswo0IgQh02R40Cs2lClD7RWUFzhFQ2btw4duzYzMxM65GGhobJkydXVFSkpKTMnTu3sbExJSXl+vXrGo1m7969gRkVAhHqOA2kZM8NiEkqIUqf6KywJHqZCVQhvHXr1q5du8rLyw32P6U1a9Z0JBzgoYcemj9/PvlIt27dzp8/361bNwDYuHHj+fPnGxsbn3nmmeHDh7Pc3kcg2INTI4k9NyAmqYQofaKzwh7PhFvshPCLL754/vnncRxPSEig1JrpYHhSz549KUcEAsGQIUOIbblcPmHChI5cH4HomiDXKHKNshb2eCbcYieEy5Ytmzx58saNG2NjY4M1IAQCwRzkGkWuUdbCnt+hW2zBMi0tLfX19a+//jpSQQQiVHBrJHV616jTy1osQOQvugUJof9gj4veLTYhlMvl0dHRKpUqiKNBIBAewfI5wgC4Rl0ZmgyNQjRH6D/Y46J3i00IuVzu22+//d577zHJw0cgEGygE8wR+sM1SnOcphl75gibWpSnzl2prKkPdMc+hT2eCbfYzRHW1taWlpZmZWXl5eXFxMSQX+pg1CgCgfAHnWCO0B9RozTHaZqxxCJsUao++HSTVqfncjnPPflQVnr3gHbvO9jjmXCLnRCePHlSLBYDwKVLlyjtWF7UDoHomrDcNerpHKGvokZpjtM0Y4lFeLOoVKvTAwCG4RevFoSuELLHM+EWOyE8ceJEsMaBQCC8ALlGfSiELLEI1RqddVup0gS0b5/CHs+EWwJUYg2BQPgD5BrtfK5RPekTUWm0Ae3bp7DHM+EWamUZtVq9adOmS5cuVVRUiESiESNGPPXUU/Hx8UEZHAKBoAe5RjufRajT28akDlkhxHFb0W0OB1geYWInhOXl5RMmTCguLo6NjU1KSmpoaNi1a9e///3vX375xdUCgQgEIoiweWFeCF5lGZrjNM1YMkdIFkKVOlSF0Gi0rYIiFAKHQ9s62Ni5Rp999lmlUrl3796GhoY//vijurr6woULCQkJ8+bNw8kruyAQCHbgdtqMPa7R0JojJK9vpbPN2QUCvd72iegNRpPJHNDufQR7nsaYYBNCg8Gwd+/eVatWWdfIBYDBgwdv3ry5qKjoxo0bwRgeAoGgw61rlP0WIfPRun2zfL6TBvS46j2oFqFdfyHqHWWPf54JNiFUq9Vms7lXr16UFsSR5ubmgI4LgUAwgOXBMuThuYpeId/26Ufr9s2Gh7vvjgLL5wghZONl2PMjZIJNCKOioqKjo3fs2EFpsXPnTg6Hk5GREdiBIRAI94SQazQARbflctt2CAfLGOw+qRCdJgwt16jNlcDlcp9++un33nuvrq7u0UcfJYJl9uzZs2rVqpkzZyYlJQVxlAgEwikUkwvHgcNhkVcqwOsRymS27RBOn0AWYcCxixpdvny5Uqn84osv1q9fTxzhcDgzZ87csGFDMMaGQCDcQASmE3HqRMC6UMiih/EAR42ShbCDUaMCAfB4bUtYmM1gNttNQPoPHMf1ncIiZM/TGBPsvls+n//JJ58sXbr05MmTTU1NMpls2LBhmZmZwRocAoFwi0hkS9gyGKhCiFyj9NB8VmIxaNrruuj1dhOQ/kNvMFJC9NXakBRC9jyNMcHJQ05CQsKsWbMCPxQEAuEFIhGo1W3bhDywUwgDYBGShbCDwTIQLCHUUz8mdWhahOz5ETKBr1KpqqurY2NjY2Ji7ty5Y7I+W9rTq1cvDstTIhGILomjPLDHKxXEOcIOrkcIQZompETKAJojDAj83bt3z5079+23316+fPm4ceMqKiqcttPpdGLy7wKBQLADR3lgj1cqdOcIIVhCqKP2hOYIAwB/7Nix27dvz8nJAYD169drXfijhez38iIQXRJHeWDPw7jbOUKPKlISlbqIGTSTqS1E1q+uUSsBtAipAh6iQsiepzEm8FNSUlJSUoidyZMnB3c0CATCUxzFhj0P425do5TCLvTTL4RSEqcQCmqNmCVeJU/jhahrlFxfjUCt1RKSH1qw52mMCXa1RufOnXv58mVKi6KiokmTJhkZPl8hEIjAEtKuUaPRdoNnMlTKm6XoKBNPLBkMo7NHyUIYsHKjOodgGYsF0wU4k9EXsOdpjAl2QkhkTVBaKJXKgwcPoqLbCAQ7CWnXqKdDpbxZiuQzydYgQ1/mlFx3O3CuUQchhND0jrLnaYwJ7hfmLS0tlcvlIvZrOgLRJXG8+7NHCD1yjXoqhEYj9Z0yCVIlQ/9BBcc16mzcoRg4yp4fIRP4ALB79+7Vq1cDQH19/V//+tfo6GjryxqN5tKlS5MmTQraABEIBC2Od3/2eKX87RrFMLu+PHWNslAItTon4w7FBShCSwjdWIQJCQl/+ctfUIk1BIK10LtGWT5H2EHXKEXyPRVC+icGFlmEIegaZc/TGBP4ADB9+vTp06cDwLRp05YtW5abmxvsUSEQCKZQ7v4eJST4G3/PEZJDF7yYI6R/YghO+oTTOcIQtwjZP0doV2Lt559/DtY4EAiEd9BMm7lNSPA3biftTCbb+LyYIyQLYeeYI3QqhKFYZS30LEIylZWVn3zyyaVLlyorK7t169a3b99nnnmmb9++QRkcAoFwC01GQdBvQB65Rr2YI6QIYSdwjSKLMCjYzRGeOXPmrrvu+vjjj9VqdZ8+fTAM++qrrwYNGrRly5ZgjQ+BQNBDn1EQXFiePsFC16hj0W0IfSEM+gOZW+wswoULF6akpOzevbtHjx7EkcbGxscff3zRokX33XdfeGCqryMQCE+gzygILgKBXVE0DAOufXxeB9Mn/Ooa9dS+9AmdMo8w6L9Dt9h+lc3NzdevX//444+tKggAMTExa9euVSqVV65cCcLoEAiEOyh3f7bdgMjDc7TSOpg+QXmzoZ4+gWG40dn6P6GYPsEqF71bbEIolUoFAkFERASlhVwu53A4jscRCAQboM8oCDr04uS/9AlPK8s49k6uLBOYEmt6g8Fq44pFQm67+azT6y0WSyBG4DtY5aJ3i00IRSLRww8//J///IdSTW316tWDBg3q06dPwMeGQCDcQx81GnToxcmHlWW8qDXKtjlCsl9UKhGHS9ukGMdBpQlUtVMfwTbPBD12c4R5eXlvvPHGgAEDHnzwwcTExMbGxv379585c2bJkiXr1q0j2owePRoFkSIQ7IHlrlF6cSK7Rr2wCCmVZUI9fYIshBKxCACUag2xq1JrIuWhFKXBNs8EPXZC+I9//KOpqampqenq1avk48uXL7duf/LJJ0gIEQj2wHLXKL04ofQJMnp7IeTxeNbdkAscZZtngh47ITxx4oTZbKY/ITY21p/jQSAQnhFCrlGfzxF2ssoyWpIQisUiscg2ppDLqWebZ4IeOyFMTU0N1jgQCIR3hJBr1FGcUGUZMhSL0DpHCCFuEbLhd0gPtbIMgdFo1Gg05CORkZGckFsjGYHoAtDkmLPhBuRX1yhljlAgAC637aDZDBYLkJyLTmCbEOpIA5KIROFhUuuuOtSCZdjmoqfHLru1ubn5+eefT05OFovF0fYYApZQikAgPIFiJLHtBuQuWMZ5SyZXo7xZQiPp0xY96j0YFqFtQGKxUBZuE0KVWuPsjDYam1uvFhTrDQzcwYGCbS56euwswnnz5h0+fHjOnDlZWVkU+4/Pd247IhCI4ELjGmXDDchd+oQv1yMk/reKltFolwvoCNvmCMkWoVgkkpEsQhrX6J2yqtUbtlgslqgI2UuL5kRHyv07SmawzTNBj03edDrd3r17165d+9RTTwVxQAgEwiM6jWu0g8EyxEseTROyzyIk5xGKwu0sQpdCePrCVSLdvrlV9fmmH19eNEcqEbtqHDDY5pmgx+YaJaoY5OTkBG8wCATCY1iePuHXqFFHk86jDAq2WYTk5eklYjuLkKbKmv0MfrsAACAASURBVKKpxbpdW9/43292mNwF/wcAtnkm6LGrLPPAAw/s2rUriKNBIBCeEtLpEx2MGnXUUa+FkA0l1nT26RN2c4SuhbCpuZW8W1xauXnbHkqBsMDDNs8EPXYzf//9738ffvjhp5566p577omOjia/NGHCBC6lbjwCgWABIZ0+4duoUbfd0fTOOteoWCwUCIRCgdFoAgCz2aLTG4hyM2QsFqxVpaYcvHStMCpCNnPKOD+Plw62/Q7psRPCioqKysrKgwcPbtiwgdJOp9OJxcH3OyMQCAosd412mjlCHAd/Z5DZBcuIhQAgC5M2GtsMPrVG6yiETS1KDHNi/B0+dT4yQjZ+1BC/DZYOHAfyKhps8EzQYyeEjzzyiF6v37BhQ3Z2tsj+dyFk/1tBILokXdk1Sqks47Y7CvSfFZcLQmGbWOI4GI1+f7CwS58QiYAQwnbPp0qtjYuJopzS1GLzi3aLi9brjVYDcfueoxmpSWkpif4dtDNMJttXIxT6/QGi49iEsKWlpaCgYPfu3dOmTfNtH5999plKpSK2MzMzZ82a5djmzJkzP/zwg0QiWbBgQc+ePX07AASiE4Nco+SOfOgaBQCx2HYRvd7vn6ddQr1YBADh7qYJG0kThKnJCRNGD/3P+u+JhEIcx89cvBYUIWTb05hbbNN+4eHhYWFhUqmUprV3vP/++4WFhc3Nzc3NzWo11Z0NAMePH7/33nvT0tI4HM7w4cMrKyt9PgYEorPSlV2jjm/Wh65RCOw0ocWCEdOBAMDlcoUCAQC4DRwlC2FMVERKYvysaflOXw0kbHsac4vNIuTz+c8+++wnn3wyduxYn6fPv/jiiwMGDHD16ocffrhkyZKXXnoJAEpKStauXfvuu+/6dgAIRGclhFyjPl+P0K+uUQisEFLMQcKdSA4cVTpLJaQIIQAkdbOti9CqdGJ4BAC2PY25hVp0+7vvvuvfv/+kSZOSkpLIL7366qsdUcdvvvnml19+yc3NnTRpkuOrJ06cWLZsGbGdn5+/adMmrztCILoaLE+oD+R6hOAH16gVvwuhXRJhmyyHe2QRRsoBIFIusx5pVdEVZvMfbHsac4udtn344YcVFRUAcPPmTUq7F1980WshHDNmjEgkUiqVTz755L333rt+/Xryq1qtVqlUxsXFEbvx8fE1NTWuLlVSUnLt2rWTJ0+2jZ7PX758uTWctampSSAQeDfILg766LymqanJZDIF8dPDMABoMwIMBlAqDQBtN3WjUaVQBLlKsMkkAQgjtltadAqF7dasVqu1Wol1gkajaVYoLPRX02h4AG0BI1qtRSDArTcxna5FoTADyKxvX6Fw8/a12kiH0+3g820NamtbYmL8mKheW99o65fHUygUAACY7QNpbGpuOwhgMBh0Oh2GYYpGWzY9FzCFQoHjOI/HtVgwANDqdLV1dXz60uN+oLbW9jXx+RaFojlgXeM4/uabb+rbH1vKy8tbW937h+20rayszB8j+/bbb4mNP//5z1lZWS+//DJ5aV+BQMDlcq3rIBqNRpHrJ8PIyMj4+Pjhw4cTu2FhYbGxsdYER41GI5ezos5eyIE+Oq8xGo0ymSy4YdV8PhB/QDgORqNNkiMjJXJ5kK3CiAjyXVgkl9vdlM1m225MTLhc7iYNPCbGZkGaTFxyOGJ0dJhcjoeF2e5pXK6bt0/unTid0iAszNaAx3PSwIfUNylJ/UqJv8f4OJufU28wWf9I9Xo9j8eTSKSa9lR/LpebnJRA3AxlYdIWpRoAcByAwwv8n7ZQaPtiJBJugAcwbty45ubm9t4lhYWFbk8JaCnt1NTUxMTE0tJSihDGxsZWVlYSwaJVVVXJycmurhAVFZWbm7to0SKnrwqFQpTm4R3oo/MaYTtBHINIBNaiWmq1LQJOKuUH/Vslh9+ZzVzyByUUCsnpE+HhArejDQ+3bZPPBYCwMIFQaFcOxmJx8/bJvlPidAr2V3M/vI5gMtuMvzCJmPigokgVtDU6vfXTwzDMbDartDrrLGlkhMzqG4uUy1raZwe1OkNCfKB/BGSXtVjMCfBfx5w5c6zbO3bsqKurc3uKXbGY1tbWZhd4XbCHsN+J7XPnzlVXVxMqWFNTc/z4ceL4jBkzfvjhBwDAMGzr1q0zZszwri8EomtC9qG0ZypRjwcLv65HSF9iLcTmCPXU3AmgRI06BMs4RsoQRMhtzwstwYiXCe05wv79+5eXlztt53VlmTNnzsyfP3/QoEFms/nYsWPvvfdejx49AODQoUPLli0rLi4GgCVLluTl5VVXVzc2NhoMhscff9yLjhCILgv5XqO0OdhYIYR+Lbrt18oyEDwhFLcLYZhUwuVyiNoxGp3OYsF4PJv10tRs+7LthFBmE0LHAmwBgG0RW26xE8J//vOf5Dw/tVp98uTJAwcOvPnmm17HAowbN27Pnj1FRUVCofC///2vNRh16tSpQ4a0lf/JyMgoKCg4duyYWCweO3Ys8tEhEB7hyiJkw18SvYnG5soyENi623pnFiGXy5FKJES8KI6DRquTy8KszRpbqCGjBOQ2ymAEjoZ2+sSjjz5KefmVV175+9//vn///tdff927DjgcTp8+ffr06UM5HhUVFRVlKxckk8l8XtEGgegihK5r1HGJeY+u5pg+4dEK9ex1jZJGIwuTWhMnVBqtnRA22YQwmmQRRspZZBGy4WnMLe4XlFi4cOHhw4eZBN4gEIigQL6Jk+/XbLgHkbWEIoRkk04gYFSRkssFq3OKqP9phXizNN054laGA5tQbxuNRGL7RmmW52UyRxiUnPqQswjdC6HBYAAAJqkYCAQiKLgSPDbcg2gsQk+z6R0vSD5I6CjzOULyCgkcTvCF0KlrFGirrDW1oDlC32DnGm1tbcVIvgaz2VxcXPzmm2+KxWJH3yYCgWAJru41bLgH0cwRene7FIlA4zDtZZUx5lGjTOzRwLpGbR2IRc6FkFx322g0abRt85Y8Hi+C5DJFUaOe4j5qVC6Xf/HFF+Hk/B0EAsEm2CyEtBahbdsjIaQ5yNwiZCLDgRVCkmtUbHsb5HKjZIuwqdU2GxwdKeeQlFwqEQsEfJPJDAAGg9FgMIpEAZWj0LYIKVGjfD4/OTl52LBh5KgWBALBNtjsGqUJ4yS7RpnbDU5bWnthHjXK5GbtUQxqB7HPI7QpMLncKHmOkFxHlOwXJYiQhSnaQ2laVep4UbRvR0tPaAuhY9QoAoFgP67uNWzwSvnDNUpz0CPXqNveWTFH6CJYpplkEToTwnCbECrV8bEBFcJOFSxz48aNjRs3Xrp0KWCjQSAQXsBmIaTxVXqaREjT0tqLd65RVx9UQIWQFDUqJnkyXc0Rtti7RilXswscDXgqYcjNEdoJ4f333/+Xv/yF2N63b9+AAQPmz58/ZMiQtWvXBmNsCASCEfSBlMGFxrvo3e0ykK7RgAmh2WwxtZeL5fF4AoHNV0dOHKypV1ibubUIrduBz6AIYYsQx/EDBw7k57etbrxs2bKBAwfeunXrjTfeWLp0qd7fj0MIBMJb6L2FwSWkXaMBqyxDniCUiu1GEx0ZYV1i0Gg0Fd2pILbJ4aAx0bRCGPAMihC2CFtbW/V6fVpaGgAoFIpz58699NJLWVlZS5YsaWxsvH37dvAGiUAg6KD3FgYXGhPNH65R7yzCoLtGnRYaJeBwoG92hnX3WmExsWEnhI4WIWtcoyx5IKPHJoRisZjD4Wg0GgD45ZdfcByfMGECAEgkEh6PhxLqEQjWwmaLkJyiR6kO6g+LMETTJ8hJhBIxdTR35WRat68VFOM46PQG65yiQMAPJy92BQAA5LTCVqUKAktoC2FOTs7q1asLCwu/+OKLQYMGJSYmAkBZWZnFYklISAjeIBEIBB3002bBhcMBcsV+skMSzRFacZVESNArI1XY/iE2t6qq6xooNWUcJ4MjglpuNITnCAHgX//617Zt23Jyci5evPjuu+8SB7dv3x4bG5uenh6M4SEQCPew2SIE1+LkXYm1Tpk+oSd9LmKH0QgE/F6ZqdbdawXFroqrWYlon1YEgFalxtv1ZL0khOcIAWDq1KnFxcV79uy5devWfffdRxzs3bv3hg0buFz3VUkRCERQcBU1yhJciZMPK8uEevqEXTa9xMnKr/2ySd7RQnshjHQihCKhwFpNxmQ26wIb7RhyrlE+ZT8pKcm6ZCDB1KlTAzgeBALhMSy3CF2JE3KNWtHpyGswOXmH/XIyOLvaZljLKmvJyYVOLUIAiJCF1xuaiO1WpVrqTF/9RMi5RqlCaDabL1++XFlZabIWZgcAgAcffJDH4wVwYAgEgiksF0LkGnWLnjQasUOwDABEyMJTErtVVNcBAI7jN4pKrC9FR1Gz6dtOkYfXK9qFUKVO7BbryxHTEnKuUTshPH369OOPP15cXOzYTqfTISFEINgJco2GumtUq6OLGiXol5NJCCEAWCy2ZYJcWYSRwVuVMLRdo0899RSHw9m+fXvv3r0F5EgvAFFIvBsEokvCcovQlTixv+h24CxCF4VGydyVk7nn8GnH4zSuUet2gANHQ1gI1Wp1YWHhrl27pk2bFsQBIRAIT2G5ELoSJz/lEXI4bXNpJhNgGLiK82OVEOoYCGFKYrdIuazFPilQLBK6mvyT26USBjSnPuTmCG2/EaFQKBAIZDIZTWsEAsFCQlQI/bEeIdibjDTThEx6F4ls1QAMBiAtW+5jdAZyHqHz0XA40DebmsbmyhwE1liE7HHR02AnhE888cTmzZuDOBoEAuEFITtH6DPXKPkgw3gZJjdrDidASxLqGMwRgn0SBQGdEKI5QsbYzRFOnjz55ZdfnjJlytSpU7t160Z+CUWNIhCsheUWIZP0CT9ZhDTSxdAelUhsTlGdzq4Mtw+hT6i3kp2ZJhQIjKSQfnZahCHnGrUTwldffbWysrKysnLv3r2UdihqFIFgLSwXwgC4Rl1ZhDRCyNB9F5hpQvoSa1YEAn5WRvfrhXesR2gtwjDrdGmrSoPjOCdQ63KFnGvUTghPnDhhbl/sigKKGkUgWAtyjZK78MI1SnN7C4wQki1CGtcoANyVk0kWwmjXQijg86USiUarAwAMw9QaHXmxe78S2q7R1NRUV+0QCARrYblFyE7XKHuE0GgyWfMCBQI+ve+tb3aG1c4DZ2vTk4mQhRFCCACtKjUSQldQK8sAwPXr1y9fvlxWViaRSEaMGDFy5MjADwuBQDCH5UIY4KhRhq5Rhr0HQAj1ZL+ouw8iUi5LS0ksragBAJFIGB8bRdM4Qh5eXacgtluV6pTE+A4PlhHkumTs8UzQYCeEer1+/vz5P/zwA/ngmDFjfvzxx/j4AH2CCATCU9i8MC8wc436aY6wg1Gj4Dch1OkNFoslPEwKAFrSdZ3WV6Mw54F7vt2+V6PVzZwyXsB3YsxYCUq8DJG+SSAQuMzjZBV2H+Jrr732448/vv76648++mhycnJDQ8Ovv/66YsWKuXPnHjhwIFhDRCAQ9LB5PUJgllDvpzlCdrpGL1wp+PqnPRYLNjFv2P2T8+wsQgZCmNQt9rn5s7RabXR0NH3LoGRQhFykDJCF0GKxfPXVVytWrHjjjTeIIzExMTk5ORkZGTNnziwvL0cziAgEO2G5a5RJiTXWpk/4XAibW1Xf7dxvNlsA4MDx32Xh0oS4GOurNCGjXsDEIsQwbM+R30oraob2zxk+uF/HOw25CUIgC2Fzc7NKpZo8eTKlBXGkrKwMCSECwU5CyDWK0ie27j5oINWR2b7n6JD+OdZdidiXiyXZW4TOq6wdOXVh75HfAKDgdmlCt9i05IQOdhpySYRAriwjl8tFItEff/xBaXHlyhUAQHOECARrYblr1FXNswC4RtmWPnH5+q2rBXbL++A4fv6Pm9ZdX1uEpHKjzixCiwU7+tsF6+61AidLD3lKKLpG7UqszZgx4+WXX/7222+JxQhxHD948OBjjz3Wv3//7Ozs4A0SgUDQwXLXaCDXIwQWp0/oDcZtPx+mb8MkWIY5bucIL10rbCEdLy6r6ninoegatQvoWbNmTWZm5ty5c6VSaVJSklgsnjRpkslk+vbbb4M1PgQC4RYeDxxzz9hzDwrAeoT+S58g11TT6RiMzzW795+wmmU8Hm9i3jDHNjT11bxAHh5mrSaj0mjJqxgSHDl9gbxbVlFjsVg62GkoCqFd1GhcXNzvv/++Y8eOkydP1tTUREdHDx8+/KGHHgoLC3N1PgKBYAMiEWi1dkfY45ViklDPzqLb4DuLsLSi5sTZy9bdiXm50yaO4XDgwPGz5GZSn1qEXC5XFiZVqjUAgOO4SqOJlNvWFyouqyqvqiW3N5pMFdX1PbondqTTUJwjpOagCASC2bNnz549OyijQSAQ3iEUUoWQPfcg5Bq1WLDvduzD2+vBxMdG3TNuBABMnzS2sbn14tVCa0sm6RMeESEPJ4QQAFqVarIQHjl13rF9cWllB4UwtOcIAeD48eM///wzpcWpU6d27doVwCEhEAiPcbyVs18I/VRizbeuUZ8sw3T41DlrhRcOBx6+fxKRCM/hwGP/NyU9NcnaMj7OTWqgp5AzKMjTgY3NrVcLbju2Ly6r7GCPoegatRPCp59++ubNm5QWra2tjz76qJbytIlAINiE4x2HPQ/jrnyVJpPfK8uwIX1CpzfsPXrGujtsYN9eGbZUNAGf//S8B+/KyYyKlN+XP7pHSoesMUci5M4DR4/9dhHD2ixUcg3S4rIqayFT7wht16hery8oKBgzZgylxejRozUaTVFR0YABAwI7NgQCwRQ2W4SuE+qdt2F+NSterFAfMNdowe1So7Gt+Ga4VPLAlHGUBlKJ+E+PzfTm0gywy6lvtwj1BuNvF65aj8+YPPanPUe1Oj0AaHX62gZFYnys1z2GtmtUq9W6WrCKw+GoVKoAjgqBQHiG4x2HPULo1EQjV6Tk8z2oSOk0RNatRXijqGTN/7Z+u32ftn0t+IBVlrlRVGrdHjHkrnCpf9b2dYFdBoWqbbLwtwtX9e1J/XJZ2NABvTNSk63Niks7lEQR2q7RqKio2NjYX3/9ldJiz549AJCZmRnQcSEQCE9gs0Xo1DXakdslpT2lsrNjd2qNdv23OwuLy367cHX7nqMAgONM7dEOCiGOQ0FRiXW3d1YPjy/RMcgW4Z2yyhNnL5dW1Bz77aL14Njhg3g8XkYaSQg7Nk0Y2q5RDofz1FNPvf/++3K5fOHChZGRkTqdbtu2bS+99NK0adMSE33suUYgED6EzXOETl2jHbldUnJFKKc7dnejqNRkalty/PL1Ww/fPwnDeNaZMKEQaFZu76AQ1tYrrCEqIqEgk6Q3gYFsETY0tmzZdZD8qkDAH53bHwB69kixHuxgWn1oW4QAsHz58ilTpvz1r3+NioqKiIiQSqWPP/54Zmbml19+GazxIRAIJoSca7QjM0mU9pRdx+4Kb5daj+gNxsLiMua9d1AIb5DMwayMVPpFd/1BTFQEl+tS53MH9CGWgkpN7iYQtNlFzS3Kphal1z2G4hyhXR6hSCTauXPnkSNH9u/f39TUJJPJ8vLypk2bFvgvD4FAeERXdo3S7BqNgONQUFxGbvDHjaJuMRkMe++gEN4kTRAG3i8KABKxaGr+6F8OncYwalkZDoczbtRgYpvH46WlJN4uqSB275RVRUfKvesxFC1CJ4s6jh8/fvz48YEfCgKB8Bo2u0adWoQddI0y3DUYoKZeoVTZLbxwtaB4bC4OwGHSe0dKrBmNJvJ8W++e6Z6d7yMm3z1izLCBFdV11n+KphYAzsS8YeTo0My0ZKsQFpdVDh3Q27vuQnuOEIFAhC5sFkKnc4Q+tAhpPKUGAxTam4MAoNZoi+7UAiQ6PZ1CRyzCopIKYt1BAIiLiYyLifTsfN8hlYizM9OyM9OIXYPBaLJYKPGrmWmkacIOBI6GomuUccwyAoFgMZQ7DiWQMrj4e46Q3iIsIDknrVy5Wea0vSMdEUJ7v2hwzEGniERCxyyO9NQk62xibYNCo/WyxHgoWoSs+VtBIBAdgN5bGFyCOEdoMOC3nSUD3CioYNh7R4TwRlATJzxFLBImJ7StO4vjcKe82rvrIIsQgUAEB3pvYXDxR/qEq+tTdluVRmtVlwhZuFAoILZbWg1O2zvitRAqmlobGpuJbR6Pl5WeSt+eDWT6IpswtINlMAw7fPhwdnZ29+7dfdvH+fPn9+3bV11dnZGRsWDBgqioKEqDgoKCnTt3WncfeeSRtLQ0344Bgejc0HsLg4tjGCeHEyDXqFJl09vevdL1esPl67cAwGLhOW3viNdCeJNkDvbskSxq12A2k9kj5Wh7rn1xaRcSQptF2NzcPGnSpMLCQprW3vHggw8qlcr+/fufPHly6NChra2tlAZXr179/PPPm9sxm80+HwMC0blhs2uUwwFBuwrgOJhMAIFyjao1tptJTmbagD5ZxHaAhTBY8aKeQo6XqaiuM5pMXlwkFOcIbRYhkUSvVHqfR+mK4uJigUAAAAsXLszIyDh8+PDMmdQKsz179nz//fd93jUC0UVgsxACgEgE1puq0QhCoR/TJ8j2ol7fVj+Gw+FkZ6byeDwej2exWLwTQubpExaL5VaJbRoyh/UThASycGlcTBTh0bVYsLKKmqwMjz26oT1HyOVyX3zxxY8++kij0dCc4AWC9qdBDMPUanVkpJMY4urq6mXLln366acVFRWOryIQCHroi60EHcdpwsBUlrGY2wQvOSEuPEwqEYuyM1LJx932LhDYanxbLMDQXXWnvNrQXtU6Qhae1C2O0WksIJNUa23P0TNqjccL8IWia9Quj1AsFpeWlmZkZEyaNCkpKYlLir/++9//zud3NOlw6dKlffr0ufvuuynHIyIiRo0aJRKJTp069cYbb+zdu3fUqFFOr3Dnzp2zZ89aVw+WSqX/+te/xO3PbE1NTVbRRXgE+ui8pqmpyWQyBf3TM5slALaV53g8s0LREsTxUBAIoq2P3TU1TTiONTaKAdrKYOK4XqFQuz6bCo6HA5AsNTAoFLblcTQaLkDb8rZWyy8tuZtCoQCAjNTEG0UlFgvf1emOiEQxWm1bXkFVVWNYmPv1+i5esS3s2qN7QmOjwu0pHmEwGHQ6nWOxmI6TEBNh3S66U/7PT756cMrdacndmF9BrZYDtD1cGAxKhcL1Ulh+AMfxV155xerarK2tNTFw8Npp23fffafX6wHAcQ2K5cuXd1AI16xZ8+OPPx4/fpzrkN80efLkyZMnE9tLlix555139u/f7/Qi0dHR6enpEyZMIHYFAkFsbKz1ghqNRi73sixQFwd9dF5jNBplMpkw2CZYRIRdHUSplMeqL1QstpW7FAplcjnO4djuAzKZ0KPRymR296LwcAH5dLLT1SqE/XJ6Em1yB/b99chvmIXr6nRHJBKOtca3QCBjMtKSihrrdv/ePX3+Xej1eh7PL1/x0IF9j/x22bqEr1Kt3fTjvnvHDZ8weqjTRfocIT9kREZK5XIxTWN/MGvWLOtK8ufPn7906ZLbU+x+T1euXPHLuADWr1//0UcfHT16NDnZTfH1YcOGbd++3dWrkZGRubm5c+bMcfqqUCgM+v0oREEfndcI2wnuMCT26dEiESfoQyJDnmnDcYFQCGRjRiLhejRaypsVi+1OD7cttwCYmQcAAj4/OzONKCodLRSmpyZfu8hzdTr94DGMrq3ZbCkuqyq4XVpd10Ac4XI5fbMzff5dYBhmNpv98RULhcK/PPPYV1t+tkaNYhj26+HfSipqHp89lcliimQDLCyMH/if4YwZM6zbEonkzp07bk8JRIm1jRs3rlix4siRIz169LAe1Ov1hw4dys/PF4vFKpVKJpMBAIZhP/3004ABAwIwKgSiM0GZjOFyzawqoEi+Gza36AHEgUmfICzCzB7J1qUVAGBAn6wd21qctneK03Kjao22VaVRqbVqjVal0ao12sqa+tsllZRIy9SkhLDArsTbcSLl4S8seOiXQ6cOHD+Lt69WdbOodNW6756dPzsqQkZ/esjPEQJAY2Pjpk2brl271traum3bNgD45ZdfpFKp12W4NRrNggULkpKSHn74YeLIq6++OmfOHIVCMW3atIqKipSUlHnz5tXW1qakpNy4cQPDMGIpYAQCwRwMNwDY7jrNqiaA+CCOh4LZogNo04NNWw707jPeYLAZbj6PGuVwgLiBE0JorbFJMKB3Twtmc5cpmhsA6IJZyBbh9zuOicLKFU0tOr3B9Rk2+uWE5JLmXC53+qS8zB4pm7ftscbL1DU0rVz33bNPzOoWF01zbminTwDAzZs38/PzW1tbu3fvTkwsA8D169fXr19/69Yt7zoQi8Vnz54lHyES9hMSEq5cuZKQkAAA33777cWLF+vr65OTk4cMGdLxqBwEoqtRWVMFYFtaSKVurqnjJnaLpTklYFwvvNOiEluFsL5R/Z/137cq51mV27cWIZG2aL0dWyy8nJ49yA2ioyIi5bZbeUlFaUU11j3JZTwIh2sCaAuGunazIj6pjskgORxO3+yMcSMHM2nMTvpkpb/+7ONkN2lzi3LV+u+fefzB1OQEV2eFYvqEneQ888wzycnJFy9eLC0tnTZtGnFwxowZr7/+elVVldvpPafweLwhQ4Y46ZjPv+uuu4htqVQ6ZswYLy6OQCAISivLyELI5Vp2HTix+DFqwm7gKa2o2fD9bh7XNhKLmdfQ2HLhfCFAf+KIp3YDl2fn+OXxLAB2sUJ8PmY0toXDSEThyQlUg693ZtbP1h2OecP3u1/78zyJmDoODMP3HzvT2JwK0Hb3M1vcPKZHRchyevbI6ZmWnZkWck5RRyLl4c8/OXvj1l8vXWurtaLWaFdv2LJ47gNZGakms1mt1raqNQaDUSQUSsQiiVik10sZLnHFHmxfqlarPXHixN69exMSEsrKbKXZe/ToweFwKisrvRNCkb2GogAAIABJREFUBALhb2rrG5uVjeQjPL7lWkFxcWklOS0s8NQ1NK3d/JPRZOLyLdaDhLtSo7Vl5Hl0u7x4tfDYGQXAaOuRU+fPl5R3T09NAgCjybR9z1EMH2M1QNO7pzmGOwr4Noni8cyKppZvftr71JwZ5IbNrapN2369XVLB4yfZBt+egCgUCmIiI8LDJHJZWLhUGh4miZCHp6cmJcTFePBmQgEejzf/oWlSiejUubZoSoPB+OnGHwV8nt7gJDWiXrEYoG0esVZRm5ER75gpwDZsQqjX6zEMi46mOn+VSiWO4wwDZxEIROA598cNHs9CPkLs7tx//JU/PeqnTvUGY2VNPYZhcdGRkRFyxztEq0r92cZtaq3OOh4CQkswxrVdrDS1KLfsPni98I7JbBdPpzNoVq3/bmLesH7Zmd9s31vX0MTjj7S+2iujp+OlyO47Hg8DgD9uFB397cL4UUMwDK+pV9y6U773yG9anR4AeHybZucNG/7AA6PiYiLl4WEOV+20cLmch++fLJVIDhz/nThisVgsFovTxuSqPf/74addBy3ZmWn9sjMG9O0lFrHUVWpXYi0hIWH//v1Dhgwhy96PP/4oFAp79/ZytWIEAuFXcBw/98dNLi+cfJDLswBASXn1lZu3+/d2ogTe0dSivFNWdae86k5ZVU29AsPaQgqFAkF8bFR8bLQsXEqEU6rV2qZWpXXlB7IQZqb1wOE2ubZLUWkJjvdw9bSt1upuFZcV3C67cLWAuCCXZ5dIzuNZMAzff+z3/cd+d+wuq0cGOGAvhG2Nd+47duNWSWlFNcXQ4ZPM2dSk1MwuuSIAhwP3T84Ll0p27DuK01YUIH+zPJ5Fpzdcvn7r8vVbP+w+OKBP1vBBfXtlpFkXPmQJNiHkcDjPP//8ihUrxGJxeno6AFRVVW3duvWtt95asGABkd6AQCDYRnFpZXOLksezm46y3tx37z/RLzuz4/edypr6HXuPOa72TmA0mSpr6itr6l2dnhAvv91ea2Vo/4GSqMb9O2w3n6sFNz7ZcHberPusofkmk7m4rOrWnbKC22WVNfW4/a2Xx7MrdMbjU00TshAanEV3kg9KJG0fjsWCFdwudWwcHWULG/V0ScJOxoQxQ6VS8ZbdB00mMwDweNxwqVQWLg2TSvQGo06v1+kMZFuf/NWYTObzf9w8/8fNSLlscP/sSLmMmFMUi4ThYdL42ChB8MIk7TpesmRJdXX1X/7yF6JyT0pKCgDcf//9//73v4MzOgQC4Y5zf9wABzHgC9p2axsaz1y8NmroXV5fv0Wp+vnAybOXb+D0hoBr+vfuqa1JPHmsbddohHnT8ld9qLBGovN4lqKSivfXbLx/cp5Gq791p+xOWbXJdVnPlCS7pdzk4dT6djKZsLl9ztSpEJJD/PNG9K3TXHD65ng83v2T8vR1qWdPtx3p4kIIACMG9xvQJ6tVqQ4PlzrNr//gTdt2hEyk0VG/xxal6vDJ85SDAj4/rXtir/TuWende3RP4vN5EEDshJDL5a5Zs+aFF144cOBAVVVVVFTU2LFjhw8fHsgBIRAI5pjM5kvXboG9DQQAaSm2xIndB06o1JrBd2XHxVCXAjUaTRwux9WTuE5vOHTy3JFTF5wux8PhcBLiYkQiQb2imZhLc0TA5w/om/XozHsun7YdNBqBw4HoSNsICUeuVqf/fucB2rcL4WHS+yfn1Vfe9b/PbQdn3z/WxDecu3wDAGRh0kdn3vP7/vDyUlt3jpDVMSMtvm907qET52y9SCXpqUmZPVIG9u0VExWx/QdbYySEAEBYck5fMpttNYP4fPjn356uqK67WlB89vKNpmbqAnxkTGbz7ZKK2yUVACDg8/v0Sp8+KY8+YdGHOPkD6NWrV69evQLTvf/Q6vS/X7re3KLU6vRanV6rN2i1eguGSSUiqURM/AuTSjJSk3v2SAnw00enR6PV6fTGCFkYuZwHwh9cL7xDZHZThPCu3qnNFj7hv1JrtD8fPPnzwZMpifGD+mXzebz6xqZ6RXNdQ5NSreFyuYnxMWkpCWkpiWkpiRKRsKSipqS8+k55VVVtg2NZ5/TUpF4ZqempSRmpyda7oVqjrWtoqlM06/WG8HCpPFwaIQsPD5fKwqREA/rVJyiDp8DhcLondcvOTMvpmZaRmszn8/bZl7CWhQumTbtvTO6AhqaWftkZYVKJY3cUKNVPZkweGxsVWVvfmJwYl56a1C02hjxf6fWShF0QShIhh8NJTU5ITU64b8Lo26UVv1+6fvlaocHopgq2yWz+40bRtcLicaOGTBk3UuT/EBu7+9SsWbNycnLy8/NHjhwpFge6UqoPwXH4ZMMWmhkLMkKhoFdGap9e6X2z0qOjItyfgHANjsOeI6f3HztjsWAAECaVRMjCoiLlkfLwmKjIuJjI2OjIuOhIml+2yWQ2mc0ioYDHQ08n7iHMIHDQksgIUf9egw+esKtl4XQaD8OwqtqGqtqG0+ev0veV1C32gXvH9Xa2tF54mDQ8TEqTqkGOCyXulWRDbcKY/mX1lRRfaExURHZmWnZmWnZmKiUhz2llmYy05Iy0ZFfdUaBUP+FwOGOGuazsiISQOa7qq3E4kJXePSu9+0PT8q8WFNc2NOr0Br3eoDcYdXpDQ1NLcwt1KVyLBTt04tz5yzcfuPfuIf17+zVxwU4I5XL5p59++o9//EMikYwePTo/Pz8/P3/w4MEhd0tSa7UMVRAAjEbTtYLiawXFACCViOWyMFmYNEIeLguTdouL7p2VHh3Joir+bMZkNn/z094LVwqsRzRanUarq66jrkEjC5eKhAKtzu4WRXav8Xi8jNSknJ5pOT17dE/qhrJ3nKLR6q7falsGnWsvhEIhTBk/srlVeenarY4v1iOXhU3NHzNicD+vg27I90RChMh3zGGDej2UEb31l8OKppYeKYmE/sVGu3wqdbv4omN3FDyqfoKEkDlu66sJhYIh/XMcjzc1txaVVNwqqSgqqSCLYqtKvXHrL8d/vzRsYN8+WT38ZKvYCeGGDRvWrVt34cKFQ4cOHT58eMWKFW+88UZkZOS4ceO2bt0aQpXPwqXStOSEsqpaT08k/Ki1YJebnBgf2zc7o2+v9Iy0ZPZnhgYLlUa77psdJeXVjBqrtXTrvwFYLJaikoqikordB06GSyXZPdPuHTcyIb6zpSp3BAzDfr943ZrLlZhg97gmEoFQKJj/0LRZ03R/XC+6dK2gqKTCmu1ghcfjYZjFVRAMhwPdYmOG9M+ZMHqoUNihBRfpXaMiESR2i31hwUMMr0Zfa9RpdxQ8KgyNhJA5XtdXi46KGB4VMXxwPwC4fP3W9j1Hm0hyWFJeTdxbusVF98lK79MrPTvTSZ0Er6FqG4/HGzZs2LBhw5YsWXL+/Pl333139+7dO3bsMJvNISSEHA48++Ts81dumoxmqUQkkYjDJGKJRMzjcrU6vVav1+oMWp2+tl5x41ZJcyv9PRlq6hU19YqDJ85KxKJeGam9s3pkZ/ageVztgtTWN36x+adG0mS4gM/HcIxwkHYQtVZ34UrBlRu3n1/wEFE9pAui1mgraxoqa+pq6hsbm1qaWlWtShVZ2EYMzia3t97cw6WS0bn9R+f2V2m0l6/fKi2vFggE8bFR3eKiu8VGR0dGGIzGssrassqa8qra8qo6k9mcGB+TkZacnpqU3j3JV0XCHH2VHVmjwK0QunWNIiH0Ez5ZemJg3159eqUfOH720IlzFId5XUNTXUPTkdMXemf1eObxWb6SQqq2lZaWHjp0iLAI6+rqcnJynn322fz8fFatbcYEiViUN2wgk5bVdYobt+7cKCq9U1blqlYCgU5v+ONG0R83igAgLiYyp2eP3AF9GN6ajUaTwWiSSsQ8XqeyKXEcv3i18IddB8jF+BPiY56e92B0ZIRKrWlRqlpVmqbm1obGFkVTS0NTc2OzkuZz5vN5Aj7fsbS/yWxe982OV5+eG9Nl5nFxHC5cuXn+ys2qmvoWJd0C7hwOjBicw+OB9XN1vAfJwqR5wwY6/lFIxKKcnmk5Pf2bJe7oq+zIGgUdF0KPekdCyBxfrcEkFAim5o8ePqjfT78evlpQ7NjgZlFpvaLJV2GldkI4atSo3377LTk5OT8//8MPP8zPz+8c9UWnT59eU1Pjvh0AhuEYjmEYhmE4hmFGk9lsNtNnTwkEfKlEJBTYOY7MZrPRZLZYMAzHMAuGYTjWfhUOB7hcLpfD4XA57f+1weVyuVwOj8sNvAPWC4sfx3Fiopti9gkFfLksbPumT2nOxTAMx4Ey4UR2dFgwzGQyG40mk9lMtnt++HJVZITM0SWyevXqUaNGeTT+oIPj+K07FdcLiyVi0d0jB0slduFpFovlm+37rLEw9OT07BEdFSEU2lbLY9uDK71rtIOrT6A5Qvbg2zWYYqMj/vTYzJo6xbXCOzeLSu6UV1nvNmKRUC7zWZU7u3tfVVWVQCAY3E7nUEEAOHz48P79+0M6DhZBw9tvv11cXBxCQlhV23Du8o0LV25a7bzT56/MmXlPn6x0YlenN6z7dmfRnXL668hlYdGR8u5J3aZMGAUAZCFkW9X/ALtG0RxhsPDHGkyJ3WITu8VOGjvMYDAWFJcV3i7T6PTjRg52lcvoBXZCeO3atd9///3gwYObN29++eWX4+Li7r777okTJ06ePJm8uHwoMmjQIKlUGuxRIPxCTEzIBNH8fun6oZPnahzCaFuU6i82/Thq6ICZU8ZptbrPN/1UU2/Xhs/nJcbHdk+KT06M7xYbHRUhj46UU/JfyTd0Ngshco12Yvy6PL1IJBzQJ2tAnywfX5cihDKZbOLEiRMnTgSAioqKQ4cObdu2bfHixQCg0+mQRYVAeI1Krf12x75rzmY7CHAcTp37o7C41GSytKpsM4LxsdGPz76ve6L7tWzI9x22uUbJY7t4EZYsAY3GdsTT0TouSU/TYNcuqHfIpWpu9qB3CSlg6Pp1WLLE5ajmzIEcJ6kBnQqzGb76Cm7fdv5qaaltm20/QhqcTAvpdLqTJ08SITMXL14EgJSUFJQ2gGAtFoulobEZwzDW/kqv3Lz9/Y79Ko2WclwkEvZMS7l5u9Sa6qdositDlZmW/KfHZlKmD10RKkJYWAgffGD3ql/nCI8dg2PHqA086p1sApSVUQdP5j//gVu3ID7ezQVDmiVLgGHxaba5JWiwE8JVq1bt2rXr9OnTBoMhJiZm3LhxCxYsmDBhQnZ2tqvzEYigYzZje4/8Vqvm9MpIJRYHj42ODPag2jAYjNt+PXLmgl3RFh6PS4Qc9+/dUyDgl1bWbN62p17RRDl38F3Zj/3fFOYl+cPDnW+zAZrxiMXgaWYWnw9icZuXUiAAR18V87fP5YLbORPmS++0tsKRI/Dww0zbhyLbtzNtybYfIQ12P8C1a9empKQsX7584sSJgwYNYu3zNQLhCDm5JT42Kn9M7ojBdwVx2TNimcBfDp5ssq8dlZmW/Nj/3UfOQ+2Rkrjk2cd37j9+/MxFa4hy/pjcGfeM9ShleNYsuHwZAGDQIMjM7Pg78CW5uZCWBmXOFnGaPdubC86eDZs3AwA8+CA43qjuuw+WLQMt1QJ3wowZ7i3C3r2hXz+4do3RwG7dct8mdDEYnH+JjnA48H//5+fR+A5qsEzIVVNDIBypVzR/t2P/sd8uzpwy3t8Zco7gOFwtuP3zgZOUgBcejzc1f1T+mGGO8iwQ8GdNnTCgd8/te49ptLp7xo0YNbS/p/3+7W8wcCDU1MBDDwHb/o6lUjh3DrZuBRWpfIXBYEhNxefO9Sb44Msv4b77AMNg1iwnr/bpAxcvwp49ziNlrCQnM5JhPh9OnIAtW+xmFslcvAhbtrRtd24hLC625arGx8MrrzhvxuPByJEwenTAxtVR7ISQUEGNRlNYWFheXi6VSgcPHhwbG+viXASLsFgsOI5zg5GDGDBwHLdYLBwOh/K4xuVxxM6qeFfXKT79amufXukz7x3n1/JsOI6rtTqtVqfR6ltV6oMnzpVVUvNWE+NjH599X0oi3fRRVkbqa3+e5/UwOByYOtXrs/1OXBz8+c92R5RKA5fLFXhVu00ggEceoWuQnQ0+nNKJjIQ//cnlq0eOdBUhJL+7gQPh9deDNxSfYieEOI6vWLHiX//6l6Y9oksgEDz55JOrVq2SSHxTaQmxf//+9evXA0BYWFjfvn0XLlxYV1f3zjvvOLZcv379u+++W1JS8uWXX4a3u9uXLVt28+bNtWvXRkXZrS0XERGRlpb2/PPPP/300+Tjn332GYZhzz33HLH7448/Xr58+d1333Xs7sCBA1qtdsaMGeShnjp1qrCwcPHixePHj7ceP3z48EcffaRSqR588MGXXnrJ6r6rqqpauXLlRx99tHDhQovF8uWXX1pV+dlnn21sbPz++++PHDmyb9++999/nzj+97//HcOwt99+m9j929/+lp+fP3To0MjISLPZTBG8//3vfx9//HFhYaHJfnk8AZ8/6978CZPuKbhdWnC7tLisymy2Va65cauk4HbZPXcPvy/fxw+oJpP58KnzJ89epi/7wuPxxo0aPDV/dBAX4Eb4FfKydYWFwRuH/yG/u9BfrM+G3V/mBx988M4770yfPv3RRx9NSkpqbGz85ZdfNmzYYDAYvvrqqyCNsLNx+/bt69evv/POOyaTad26dVu2bPn1118ffPBBAKioqHj11Ve3tD9bCoXCgwcP3rlz58cff3ziiScAoK6u7osvvqivr1+1ahVFCAFg79693bt3pxycMWPGwIEDifqx1dXVixcv3rFjB6UNjuNbtmz5+uuv1Wr1+fPnFy5cmJaWBgDffPNNdHT077//PnnyZKsQFhcXP/DAA5999llmZuaTTz4pkUis0rt9+3aidtquXbvMZvO8efMmTJgAAJcvX/7uu++USiUAxMXFrVq1atmyZRKJBMOwTz/9lMvlLl26lMfjGQyGlStXPvSQy8rLCxYsmDp1akqKk7V+OBxISYxPSYyfmDesRan++cAJ8orqGIbtOfJbdKR8xBDvF2qnfGLnLt/4+eBJ+kK1XC4nd2Df+yaMQguYdG6SkkAma/P6trZCfX2nDRwtKrJtZ/k+nS9o2IQQx/GVK1c+99xzn3zyifXgzJkzhwwZ8txzz3344YfxneW7bVGqyyprOr42DRM4HE5yQnxcjF0QY1xc3OzZswFgxIgRmZmZRqOR2L127RoAzJo1ixwi8cgjj2zcuJEQwq+//nrWrFmfffYZ8wEkJye/9957TzzxxMWLFxcuXPjUU0+NGTOG0uaTTz7ZunXrzJkzzWZzdHR0XV0dIYQbN24EgLNn7da0W7du3f333//YY48BwLvvvvvOO+9YhXDnzp1Lly61DnvTpk2EEH711Vdz5sxZu3YtAPTt2/f/27vzsCbO7XHgJwESQgQEQthEwiaLSBVBEEQQxJa6Ie4WBQ3WR2v1ah+v+vNWq96qUFyuda16KyDuqCiVVr6XggLFBRDXYthBwLBE1rAY8vtjMI1IEZAwJJzPX5PJJHOCkcO8877naGpqpqWlTZo06dGjRxYWFjQaLSsry8HBIS0tTU1Nzd7evq6uDgAKCwuPHDkiFAq5XK6Dg0P3P/JQjSEBs309xjtcjUvk5RdL9l+++buF6fCPr5bOyyu6+mtScemrLo6hUOAT2xFTJ7vp68rNYn/UaxQKWFhAZmb7QwVeQSE9NKqYV4QCgYDP5y9e3PEWRUBAwKpVq168eKEYibCkjL//xLmWD7VI7kNUKnXF4lmS6lnSiJp2XQ87e3p63rp1Ky8vz8zMLCIi4qeffupRIgSA4ODgy5cve3h41NXVXbly5f0DUlJSFi5caGlp2WFotFNZWVmff/45se3s7Pz8+fPm5mY6nV5TU/PkyRNJlp09e3ZAQEBdXR2dTr906dKFCxeIREihUCZOnJiUlDRp0qSkpCQPDw8VFZXExEQHBwfioWQ0dfXq1UuWLCksLJw0aVJeXl5Py8cYG+qt4c5/9Dwn/NIvxD93c3PLmeiba7gLej2VtKm55ezV3zKfdDL4xVClM9UYTDUGk6Gqo6XpMtZuuJF+786C5NGIEe8kwvf+2lQQip8IGQyGkpJSSUnJuHHjpI94+fIlAGhoKMjYTvqjP/szC0J737gn0onwxYsXK1aseP36dXJyclhY2PuDnNIoFEpAQEBkZOTUqVNpNJq9fY8nE1IolBUrVsyePfv06dOdlgeaNWvW119/7eTk5Ozs7O7urq3dVUF3Pp8/dGj7Ba62trZYLObz+cbGxjdv3vTx8ZFU7mYymb6+vpcuXRo6dKizs7Ourq7kHTw8PC5fvgwASUlJK1euVFZWPnDgwPr165OSkmbMmCE5LCQkZNSoUQBw7dq1P/74Y9q0aT394ABgb2Ph7zvpfMwt4mFu4cv/u3NviodzL97qVUX1T1HXOqz2U1FWHjfaxtfLVVOj22vNkCKSzgrS44eKpKYGXr0dB6HTwaS/p2PL0F8zDBkMhqen5/r16zMlf9gAFBYWcrlcY2PjkSNHkhFe3zPS1/3wQTI+qZaW1uTJkz09PRkMRtdZkBAUFBQREfHf//43KCioF2dvbGzctGmTn59fSEhIU2elEhcsWJCUlGRqanr16lULC4vo6Ogu3k1dXb3x7fqs+vp6ANDU1ASAmJiYDleTQUFB4eHhp0+f7hC2p6dnWlpaY2PjH3/84eLi4uLikpaWJhQKifFSyWHWb2tVsdnsqqp3WiX3iJuTvZ31X6vqbiak9KJj89PsvL3Ho6SzIIUCY+ys/t+apZMnjO3D4r9ITknfMFPUiaPSn8vcfMAt0fkY70yWOXTokKen59ixY62srIyMjCoqKp49e0aj0WJiYhRmfaHjJzYtra0v8ore79YtCxQKDDfUn+TmKL1Tco9w7NixU6ZMmTx5soGBQRdvwuFwhg8fHhkZWSBdyK/bNm/ebG1tfeXKFV9f3+3bt+/evfv9Y2xtbf38/KZMmSIUCvfs2TP775fCcjic3Nz2gpm5ubna2toaGhqtra2JiYknTpyQPtLd3b20tDQnJyc6OjovL0+yn7hNeOrUKRMTE3V1dQCwtLQ8efKkqqqqnZ2d5LA+XAeyyO/TXT+erm9oBACRqC0q+tcNqwK6OYdTLBbHJaT+mviHdDcuY0O9+TMmmwwzAIDKyo4VtNEgJH1FOBgSoSKNi0KHRGhtbf348eMjR44kJSUJBAJ1dfW1a9euWrXKzMyMrPhkwdXRvherlWVh3LhxXl5eISEhBw4c6PrIw4cPl5aW6ujoCCWNdronNTX1zJkzjx49olAox48fHzNmjL+/v5OTk/QxsbGxbm/Xvubm5hoadtVqeNGiRcHBwRs3btTR0Tly5MjChQsBICEhwdHRUf3dUlQUCuXcuXMtLS0q764UI24ThoSEfPHFF8Qe4qH0DcK+pT5EbaHflBNR7dNly/iVZ6/+Zm9jQaFQiIs5hiqdQqGo0mkUCpVOUxE2NVVUveZXCSqqBEUl5R2uIF0c7ObNmIxrIZA06TWLPB6IRAp1wUSQHvJV2ETI5/Ozs7PZbPaWLVu2bdtGYkyDyo4dO8aNG7dhwwYjIyOiN2+nVbVsbW1tbW17+uaNjY1BQUEHDx4kWkuamJh8//33gYGBmZmZdKmCuC9fvvT29q6srGxraxs3bpxk2rC/v//Vq1cBIDU1lcvlxsbGTp061cfHx8/Pz8rKSl1dXU9P78aNG9DZuCjB0dHx/Z3w9jahh4cH8dDd3X337t2enp49/YDdZ29j4TJ2lKTm54Os5w+ynvf0TZSUqP6fT5roPKavo0Nyb+hQ0NWFigoAgOZmKC4GOe9c1wnpK0JFWjsBABSiWgeXy42IiCDWXZmamsbExBDzFAaaL7/80snJafny5Z0+W1ZW1ukYI5PJrKioUOx+hEOGDDl+/DixHqN373Dr1i2hUPjBWaMEgUDQ2NhI5FexWMzhcNLS0roe4P14+fn59+7dCwgI6LCgfsmSJT4+Pu9PeO6gubll96HwKkFN14f9HfUhatwFM8w5HVcxVlZWamho0AZauwd5UFtbS6VSh8hRbeYuTZgAKSnt27/9BlOmyPBcTU1NjY2NXc9r63OOjpCe3r59+za4u/fnyXvp2rVr4eHhVz9UKZwKACdOnAgPD/fy8goLC1u7dm15efmSJUv6JUjUZ9asWZORkSG5e9cLLBZLem5n17S0tIgsSMjKypJ1FoS3iXDdunW9ezmdTls853Mlpd6MvlqaGv9z1eL3syBCEtKjowp5m1DBh0Z//fXX8ePHx8fHE4Nyo0ePXrp0aXl5ub4+LoSSG7t27frId+jRonVpFApFsqBCpry8vIgV+r1mbmL09bL5mY+zm1tbm5tb2tramppbAMSNwmYAEDY1A4ibmltVlJVYOlq62kPZOlosnaEGbB02q1//9EbySHq0UPFWUJSVQe3bNiqamqCnR2o0fU0ZAAoLC6dNmya5NeXj4wMABQUFmAiR4jE3MTI3MfrwcQj1kGJPHFXgKaNAJEKhUCh9/4zJZAJAY3d6eaGekxTdptFoI0eOXLlyZf9cTiGEZAoTofxqnzVaWlqa/vY2KFHp8cWLF8RCaQL26e0rOTk52dnZe/fubWhoOHDgQGxsbIrkDjtCSG5ZWoKSUnu7voICaGqCzuo4yStFLbdNaE+Ehw4dOnTokPQTK1eulH4oFAo7rc4lj/Lz4fbtD3Ts7CsqKjBuHHQoy0NUlgGAkSNHWlpalpWV6evr//zzz0lJSdra2itWrLC2tm5tbd26deuOHTtUVFRu376dkJBAtGqKi4ujUqmffvopAFy4cCE+Pp5Goy1btoxYqBAXFycWi4uKihITE7/99luFqQeE0MBHp4OxMRBFL9raIC8Per7iaeBS/CvCHTt2vH79uuvjVHrXPXPgefAA3N2hs0JjskKlwtUQghGmAAAQ8UlEQVSrIFVE8y8CgQAAGAzGhg0bkpOTt23blp2d7erqev/+fXNz8+vXr0+dOnXChAlHjx6NiYn54osvLC0tw8LCvvrqKwDYsmVLcnLy5s2bq6ur/fz8rl+/7uDgkJiYePr0aS6Xu3jxYhxxRaifjRgBkupPL15gIpQbygDQRQc4xXPxYr9mQQBoa4MzZ95JhEVFRSEhITU1NVFRUUuXLqXRaAcPHnzy5MmIESN8fX2fPn36448/HjhwwNvbOyEhwc3NLTU1NTg4+H//+5+xsXFaWtqFCxdev369f//+4uJioicDn88/evQoUeHMwcHh42eQIoR6YcQIuNVe4F2hbhOKRCBVJFFxh0YHj78pdSJb71Y0a8dms3/++WcvL6/nz5+rqKiMePtX1pgxY3755RcA8Pb23rdv36xZszgczsyZM48dO2ZhYWFjY8Nise7fvy8SiYgBUgBoaGiweruICYdDESKLoq6gKCj4616SgQEoSi+ivwy6RDhvHrx5A0lJ/XdGe3t4934rDB8+fOPGjZKHWlpaTU1NQqGQaExYXV1NFIzw9PRcuHBhTEyMt7e3m5tbUFCQmZmZt7c3AGhra9NotLt3775fDF1hBrERkjuKOnFUscdFYRAmQgBYtAgWLSI7CCl6enoODg7/+c9/Nm3aVFVVFR4evnPnTgDQ1NS0t7ffv3//9evXVVVVraysTp48efbsWQAwNTW1sbHZvXv3li1bKBRKfX19WVmZpeINWCAkVzARyilcEdHf6HT6+10aIiIiLl68aGlpaWtr6+/vP3/+fOIpX19fNTU1olWyr6+vsrKyu7s7AFCp1IsXLyYlJZmYmNjZ2dnY2Dx48AAAGAxG1/3uEUKyw+H8tWSivBxqelnXdsBR7LUTMDivCMnF5XK5XG6HnTY2NhkZGTU1NUwmU1mqv8+2bdsknUC++eabb775RvIUh8OJj49vbm6uq6tjsVjETmKJBUKIFFQqmJnBs2ftD3k8ciYl9Dm8IkT9R1NTU7mHXe7odLokCyKESKeQo6OYCBFCCHWX4iVCoRCKi9u3lZRAsdq0t8NEiBBCfUbxVlDk5EBbW/s2hwNSLb0VByZChBDqM4p3Rajw46LQP5NlRCLR6dOn7927Z2pqunr16k4bUt+5c+fixYuqqqpcLtfa2rofokIIoT4nnSqys8mLo+8MhkTYH1eE//znP48cOeLq6pqWljZ9+vT3D/j999+nT59uZWXFZDJdXV2LJQPSCCEkV/T1QdK2p64OystJjaYvKPzaCeiHK8Kamprjx4+np6dbWVktXLjQwMDg7t27zs7O0sf88MMPW7ZsWb16NQDk5OQcO3bs+++/l3VgCCEkC5aW8OBB+/bt2zJZQdHcTBEKqR/qldA3njz5a1tRrwhlnggzMzOHDh1KVMKk0WgTJkxISUnpkAhTUlJ27NhBbHt5eYWHh/dtDAwGw8jIiEKh9O3bKhKxWCy/P5+GhoYZnXb3QIgMI0b8lQjf1sboc3QAEmatYCLspbKyMumFbrq6uqWlpdIHNDQ01NbWSo7R1dUtKyv7u3fLzc29d+9ebGws8ZDJZIaGhkoaJVZXV3daaTMjI6OlpeUjP4hiq6io0NXVJTuK3tPU1KysrCTl1NXV1a2trVjitRfq6+spFEpTP7eDkb1hw9QA1MiOou+pqooZjCqS/p91l1gsXrduHdFeHgDKy8tbW1s/+CqZJ0I6nS4dR0tLS4caYDQajUqlSo5paWnpogMwi8UyNzf38vIiHqqoqLDZbCq1/U6nUCjstAkfdub7IDqdbmBgQHYUcunNmzcaGho0Go3sQOQPlUqlUqmdzp6Ta56elNBQsoOQAWdn0NaWg9+l8+fPb2hoILYfPHiQkZHxwZfIPBEaGRmVlpaKRCKiT0JJScn48eOlD1BRUdHV1S0pKSFqRpeUlBgZGf3du2lqajo5OS1YsKDTZ3k83rBhw+R3iI9EBQUFenp6+Nu8F8rKypSVldXUFPAKQNaqqqqUlZUV7+/Uzz6DXbsgKgqEQlmdQiQSiUSi/vwPa20NBw5Qelr6ihTSUzJVVVVzc3M/+BKZfypHR8chQ4bExcVNmzatqKjo7t27ERERAFB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/G1LlIT09fcmSJXUHQolEsn379sePH9vb269cudLOzq7mObm5udu2bYuPjzc3N1+2bBm5Almz+8n3px8G/qAyRGs5dCpdT0evgSfn5eWNHDly0aJFxJ60AACtVXNeFCEkEosxDLXuDjraiI4Q6tmzZ0RERL2ncjj1J4CsXLkyPDx83bp1ISEhw4YNe/PmjUr5koKCgn79+o0bN27JkiX5+fklJSVN7noDMWlMJq1NFN1WMW3atLKyspSUlEWLFiGE+vfvP2/ePE13CgCgGWoDoUKBSSQSJrOu3bPBx6Obmpp27969Iaf269ev7ljI5/MPHz4cGhravXv34cOHX79+/erVq1OmTCGf89tvvw0YMKDurX86krFjx/bp04d4qKure/jwYWNjY4TQ0qVLy8qq01kdHBxav3sAgDai5toJnEAkhkDY0ugjRoxoYJXIe/fu1X1CQkIClUolwuqgQYOioqJUAuGjR4+++uqrDRs2ZGdnjxgxQuXZjqdHjx7khwwGIzAwED+eOXOmJnoEAGiL1I4IEUJCkdhQv6E3XEDTNGfWaF5eHrmCpZGRUW5urso5aWlp69at+/bbbwcMGPDNN9+kpqbWtkN6QkJCeHj43bt38YcUCuXPP/+0sLDAHxYXFwuFwpplo0UiyDbWUhiG5eTktM571fb1Aw3U2B2ntUFOrvrPJDMrm6Kc7ldYWCgWi+HrpxaGYQEBAQJBVV5IUVFR3Zu/4pQ+yvT0dJlMzXoDDodjbm5e77U4HA45DgmFQmJ3OgKLxZo+fTq+nEBXV3fFihW1BUIHBwcmk/nFF1/gD5lMZo8ePWg0Gv6QwWCo3QeH2MEOaBsKhdJqO/vU9vUDDQfbMKkoLheqbWdzOCqfFY1Gg22Y6rBu3bry8nL8ODQ09OnTp/W+ROmj9PHxSU9PV3sem82eOHHizp07zczMaruWra1tYWEhsbfq+/fvBw8erHKOvb29jY0NfmxjY1NQUFDb1XR1dZ2cnIYPH17vzwAAAO1dzT2YcEIhrKBoHC8vL+KYz+fHxMTU+xKl3Sc2bNhgZGQ0fPjw3bt3nz9/fufOnYMGDTI3N9+/f/+yZcuuX78+fvz4OjbydXZ27tWr1/HjxxFCqampDx8+9PPzQwilp6fjjQihTz/9NCQkBC+wcvXq1X79+jXpJwUAgA5FUkuyDCwlbAVKI8KgoKDPPvts165dRMuyZcu++OILfNH9mDFjBg8eHBYWNnDgwNout3PnzmnTpv3zzz/JycmrVq3CMyFjY2O/++47fNf4wMDAa9euubu7GxgYlJSUBAUFtdRPBgAA7UcdyTKt3BMtVB0IRSJRcHDws2fPVM6YO3fu1KlTDx8+7Ovra21tnZCQUEcgHDBgwLt37xISEiwtLYnEltGjR7979w4/ZrFYN2/eTE5OlsvlnTp1gmluAABAyiNCCoVCzL0JxRAIW5xSIJTL5YWFhSpnFBQUCIVChUJBpVJ5PB6RrlIbFoulUiyGTqfzeDxyS4vW1QwJCamZrQo6NiJJDIB2ijwi1OOwy/mV+DHcI2wF1YHQwMCgZ8+e3333nbOzc6dOnfDG+Pj41atX+/r6UqlUgUCQmppqa2uroa42yGeffXb37t1WKFjT3lVWVjakVFA7snbtWk13AYCmIy+o1+dxqwMhTI22PKWZySNHjowcOdLV1dXNzc3c3Dw7O/vNmzcWFhZ79uxBCD1//nzQoEHe3t4a6mqDNLw+gJbLycmB/HUA2g7yiNCAx83IrlpWCIGwFSgFwj59+rx+/frgwYOxsbE5OTndunWbM2fOggULjIyMEEI+Pj4qWwgBAABoFuRAqM/jEscQCFuBaq6Kubn5mjVrVBolEgmdTqdSqQgAAEALkEiri5kY8KpLkQihWlbLU4pt69evr3mGXC6fM2eORNKq+7wDAIBWURoR6lXfv4dkmVagFAiPHTu2YcMGcotCoZg7d+61a9fqTRYFAADQZORkGR5palQAU6MtT2lqdPfu3ZMnT7axsfH390cIYRj21VdfXbp06dq1awwGQzMdBAAALUAeEXLZLDqdJpPJEUJyuVwqlTEYsOS6BSmNCMeOHbt3796FCxfeunULIfTDDz8cO3bs/PnzQ4cO1VD3AABAK5BrjeroMFi61duJw5r6lqb6V8b8+fNTU1NnzJgxefLk06dPnz9/fvz48RrpGQAAaA8paWqUyWCwdJkV/KoyEUKhmMftUKt+2xo1w+0NGzZkZWWdPHnyxIkTHX7jXAAAaAvII0KGDoNF2lEOVlC0NPrNmzd/+uknlVaJRMJms3fs2LFjxw68JSwsTEdHp9W7BwAAWkFKWj6hw6ArTY3WGQjFYolEKtPjsluwcx0dncvlOjk51XzC1dWV/LAhm/wCAABoAoUCk37YFJ1CoTDoyvcIa19K+Cox5di5a1KpdMjAvlNGD27pfnZU9EGDBg0aNEjT3QAAAO1F3npCh0GnUFADR4Qhd8PwdNN7T6JcHO3cu6gZ1YB6URFCgYGBO3bsIHZKAgAA0JokyimjCCEWq0GBsLi0nDg+f/VObZsagrpREUJmZmZbt251dnbu0aPHTz/9FBkZWcc29AAAAJoXOVOGiQdCZv2BUC5XCIRC4mFxaXnIvbAW62NHRkUIbdy4MTs7+9WrV1OnTr1586aXl5e5ufmcOXOuXr0qhvUrAADQwshTo3j1koZMjVZUClTGLPfDnhPbVoCGq15Q7+7u/ssvv0RFRb179+5///tfTk7O1KlTjYyMJkyYcOLEidLSUg32EgAAOjDylCaz4YHww56FBIVCcTb4tkIBU3qNo2ZDCUdHx//7v/+7fft2dnb2X3/9RaPRvvzySzMzs507d7Z+/wAAoMNTSpapeY+wlrrb5TUCIUIoPSv3cUR0c3ewg6trZyVTU9OAgICgoKCCgoILFy44Ozu3WrcAAEB7SJQWEeIjQtKC+lpuUfE/lJ5RcfX2k9LyimbtYAfXoC0G2Wz2pEmToNYaAAC0BLG4ep87JrPG1GgDRoR9e3YlXiIWSy5eu9ciHe2glEqs+fj4ZGdn1zyJy+U6OjpOmjRp7ty5sD0vAAA0L/KIUF2yjPoF9RWkEaGNhZmTvfX5K3fwhy9fJ79Ly3Kyt26R7nY4SlFt4MCBpaWlRUVF3bt3Hz58uJubW15enkAg8PDwyMzMDAgIWLRokaY6CgAAHZVEqposw25Y1ihxrMdlD/Ls6WhnRbQkp2Y0f0c7KKVAyGAwunXrlpaWFhQUdODAgatXr75//97S0rJHjx5RUVFbtmw5cuRIUlKSpvoKAAAdUs0F9To6OlRqVWFLsUSqUChqvoqcNarH5VAolF5uLkRLpUBY8yVArepAKJfLd+7cuW7dOn19faLRxMRk7dq127ZtQwh99913BgYGz54900A3AQCg4xJLSPcIdRgIIQoF6ZLW1Kvdp768onpEyNPjIITY7OoUm0phrRVKgYrqQFhWVlZRUaFLSlXCMZnM7OxshUJBpVJtbGxEtZd/BQAA0ARKW0/oMPAD8m1CkbpAqDwiZCOE2CxSIIQRYYNVB0IDAwMzM7Pt27eTx+AymWznzp0uLi5UKhXDsMzMTHNzc030EwAAOiyl7ekZVTmMda+pVygUxJiPQqFw2SyEEIfNIk4QwIiwwaqzRqlU6ubNmwMCAmJiYsaPH29mZpaTkxMcHJyRkfHvv/8ihO7evVtaWtqvXz/N9RYAADog5d0nPowIScM7QY0VFBWVAqIoNIfNwvP5OTAibBKl5RP+/v6mpqabN28+fPhweXm5gYGBh4fH0aNHhwwZghAaPny42hu2AAAAPkbNZBmknDgqqrGmnrx2gvdhV16lEaEARoQNRVd5PG7cuHHjxiGEKisrORyOJroEAADapebuEwghXaU19apRrVw5ZRQ/YLN0KRSEDxQFIhGGYbCnekMoLZ+4c+cOcUyOgn/99RfkyAAAQAtROzVKHhHWzBoljwj1PowIaTQqU0cHP1YosDo2MgRkSoFw8eLF5FiIO3z48P/93//BnxUAANBC1E6N6taZNUpOGeVxq8ctbMiXaTylQDhz5sxp06a9fPmSaDl16tSiRYvWrVvHJK1oAQAA0IzUJ8vUmTWqdkSIIF+mSZQC4YYNG6ZMmTJ27Ni0tDSE0KVLl+bNm7d8+fKffvpJQ90DAICOT6xuRFh3IFR7jxAhxIE19Y2nFAgpFMrBgwddXV3Hjx9/6tSpWbNmLVmyBC8rAwAAoIVI1CXL1DciVF1Nj4PE0SZQ3UpCR0fn8uXLNBrtiy+++Pzzz3fs2KGRbgEAgPaouR8hqi9Zplxp+QTpHiFMjTYePSYm5uzZsyqt3bp1S01NNTExWbVqFd6yYcMGOl11rQUAAICPJJPJiSXaNBqVRqsan9SXLKM+EJJHhDA12kD0t2/fHjx4sOYTNBrt8OHDxMNff/0VAiEAADQ7tZkySHmTepURoUKBEaM9CkUp+JFHhDA12kB0Pz8/Pz8/TXcDAAC0VG2BkM2qdUE9X0Cqr8ZiEYNIpJI1KoSp0QaB7eYBAECT1C4iRAjpMpnE+m2RWEJEPoQQv7I6wpFTRhEkyzQJBEIAANAktfXVEEJUKkXnQ5kYDMNE4uo9C8sr1KeMIkiWaRLq6dOnvby8GnIqh8OJjY1t6Q4BAIBWqW1EiFTqbpNuE9a2dgJBskyT0BFCUqk0Nze33lPJA3MAAADNQu3aCZyuLhOVVeDHApHY8EM7eWqUpzw1qrRJPYwIG4aOEIqJibG0tNR0TwAAQBspJ8soJeeza1lTX15Z+9Sori6FQsHHLSKxWKFQ4FsVgjrQvb29//777waebWtr25KdAQAAraO2vhqOvIKCHAjrGBFSqRSWLhMvt41hSCASc0mTpUAtuqOjo6Ojo6a7AQAAWkptfTWcrq4OcSys9R6h6saxHLYuse+EQCCEQFgvGDIDAIAmKSXLMFSSZcgjwurMl9q2nqh6FYuULwMrKBoAAiEAAGiS0j1ClalR0pp6cvBTXkeoGgiVN6CAfJn6QSAEAABNqq2yDELI1MiAOM7IzsMPMAzjC6qCIoWC9Dg1R4RQZa1xIBACAIAm1bagHiFkb1Odz5+WmYsvYRMIxQpF1WI2lq4ujUZTuSAsJWwsCIQAAKBJdSyoNzc10mVW5ctUCoRFJaUIIT5pdSBPTzVTBsEm9Y1XFQijo6Pfvn1b8+ns7Oznz5+LRPA3BQAAtIg6pkYpFIqdtQXxMC0zFynnv9RMGUXKa+pharQhqAih4ODgPn36ZGRk1HxaJpONGDFi69atrd4xAADQChJJdWUZlalRhJCDLXl2NAcpD/J4NTJlEEIcFkyNNg4VIbRv376JEycOGTKk5tN2dnbffPPN3r17iX0jAQAANCMxaUTIYKgGQvKI8H1VICSNCGtkyiCostZ4VAzDnjx5MmnSpNrOmDRpUm5ublJSUmt2CwAAtEQdC+oRQo62VsRxZna+XC7nC2vdgwmntBMTjAgbgCoQCCorK62srGo7Ay9Dmp+f34q9AgAAbVFHsgxCiKfHMeDp4cdSmSw7r5A8IqxlahRGhI1DZbFYdDq9oKCgtjPwEMjj8VqxVwAAoC3EtSfL4OxtlGZH69iVFwfLJxqLSqVSe/XqdenSpdrOuHz5MofD6dq1awOvmJSUdOHChaioqLpPS0hISExMbERPAQCgI5LWOTWKaqwmJA/yapaVQQjpMpnEjhNisUQulzdbXzsoKkJowYIFQUFBu3fvrvn0vXv3Nm7c+MUXXzCZzJrP1nTs2DEfH59r1675+fmtXr26ttOio6N79+49f/78JvcbAAA6BnHt2zDhHGzIKyhylKZG1a0jpFCU96mHQWF96AihwMDAq1evLl269MyZM1OmTHFycqLT6ZmZmf/999/Vq1ddXFx+//33hlxLIpGsWrXq9OnTw4YNS09Pd3V1XbJkibW1tcppMpnsyy+/nDdvXlxcXPP/QAAA0H5gGJKSNuatmTWKELKztqBSKXg1mbyCYgql+kaVUJAAACAASURBVCkuW82IECHEZunyK6vKsAkEIp66GVRAoCOEaDTapUuX1q9fv3PnzrCwMOI5BoMxd+7cbdu2GRoa1n6Fas+ePVMoFEOHDkUI2dnZ9e3bNyQkZMGCBSqnbdy4ccSIEba2thAIAQBaTiqT4pvoIoQYdDqVSql5DpOpY25qnJNXiBDCMOJ0xGbp0umq9dVwHFhB0RhVw3AGg7Fu3bqVK1dGRESkp6fL5XILC4v+/fs3MATiMjMzbWxsKB/+XLG1tc3KylI5JyEh4cKFCxERESdOnKj7aiUlJSkpKXv37sUf0mi0WbNmsT4sFJVIJBKJBFY3Nhn+AWq6F+0VfP0+Enz9CMS4DSGko8Oo7WOxtTLHAyEZl8Oq7XwW6WZWWQVfqz7tc+fOVVRU4MexsbHFxcX1vkRpPprNZg8ePLjJby+VSsnlX+l0usqnr1Ao5s+f/+eff+qSNtmqTVlZWVZWVmRkJP6QQqEMHz7c2NgYfygSiQQCAZ2uZj4dNAT+AWq6F+0VfP0+Enz9COXlFcQxnU6r7WOxMDGo2chm6dZ2PlOn+stZWlqmPZ82hmHh4eHEz5uens7n8+t9VfWHJZVKL1++fPfuXXxEaGVl5e3t/emnnzZ84YSlpSV5GUZ+fn7fvn3JJ9y+fTspKencuXPnzp178+bN27dvFy9evH//frVXc3BwcHR0/Pnnn9U+K5PJDAwM4DdRkwmFQgMDNf+0QEPA1+8jwdePICTVV2MxmbV9LF1dnK/cDlVpNDLg1Xa+gX71720MUbXq096zZw9xHBQUdPz48XpfUvUvOSYmZsaMGcnJyQghKpWKD+aOHz++evXqo0eP1lF3hqxv374FBQVJSUkuLi4CgSAsLGzTpk0IIblcLpVKdXV1XV1dN2zYgJ8sEAhycnI8PDwa+0MCAECHIVHKlKn1TysrcxMdHQZ56T1CSI9TawoMLCVsFCpCKC0tbcSIEaWlpbt27UpOThYKhUKhMD09/cyZM2ZmZn5+fvfv32/ItQwNDRcvXjxz5syDBw9OmTJl0KBBPXv2RAidOHGiV69eCCF7e/uFH/j4+FhYWCxcuLBFfzwAAGjL6q6vRqBSqbaWZiqNahcR4pQ2oIBN6utDRwj98ssvVCr12bNnDg4OxBO2trazZs0aP378kCFDvvnmm5iYmIZcbuvWrf/8809UVNSECROIZYL9+/f/6aefVM7EA2Hz/BAAANA+1V1fjczexjIlTSn9UO0iQpxylTUYEdaDjhC6cuXKqlWryFGQwOVyN23aNHz48LS0NHt7+3ovR6VSv/jiiy+++ILc2LVr15qFadQ2AgCAViFvT6+2vhqBXGgNV8eIEKZGG4UqFAqLi4vxOUy18FlNtbsVAgAA+BjkXXnrmBpFyoXWcGoLjeLIlWUEsI6wPlQdHR0ajVZaWlrbGSUlJQghTu13ZQEAADSN0vb0dQZCY0N9lSEgT91mhDilESFMjdaHSqPRPDw86ljefuLEiUYV3QYAANBAkgZPjSKE7K2VBoXcOqZGlWqNwoiwHlSE0LJly65du7Z8+XKRSOkPBwzD9u/fv3HjxkWLFjVkCTwAAIBGaXiyDELIjnSbkKXLZNS+kpXJ1CHKm0ilMnI5U1ATHSH0+eefh4aG7ty58/Tp00OHDnV0dGQymampqaGhoSkpKb6+vsTiPwAAAM2IvI5Q7dYTZA6k24R13CDEcVi65fxK/LhSKDJgcJvax46v6nPft2+fj4/Pli1bzp07RzxnZ2e3efPmb775Rm1BdAAAAB+pUSNCRzsrli5TKBIjhBxsVXNnVHDYrOpAKBAa8CAQ1qr6D5DZs2fPnj27sLAwLS1NJpNZWlra2dlpsGcAANDhkTcjZNY35NBl6iz+YmrI3SfGRgaTRn1S98nKa+ohX6YuqiNxExMTExMTjXQFAAC0TaNGhAghJ3vrGeOHGBkZ1VvqVnlNPeTL1IWKEMrJyXn+/LlcLidak5OTp0yZYmtr26VLl19//ZX8FAAAgCZ7+Tr5n8u3XsQl4A+Vlk80600oNmkFBYwI60ZHCH3//fcxMTHx8fF4U1lZ2bBhwzIzM3v16lVUVPTLL7+IxeIGblIPAACgNglv046cCcYwFP48DiGKR/cujR0RNhyMCBuOihB68uTJrFmziKajR49mZGTs37//xYsX7969mzVr1u7du7VqX0cAAGgJdx4/I/aX/zfknlAkFrdcICRvUl/7iDD8edypf2/EvnnbjG/d7lAVCkVWVpa7uzvRdP36dTMzM7xkNo1G+/HHHysqKqDEGgBtgVguLhGViGQw09X+ZOUWJKakEw/LKyqv3wmVNCZZplHYrPqLy7yIS/zn8q1n0fGHTwdlZOc147u3L3SpVKpQKFgfPjK5XB4RETFy5EgqlYq34Lmjubm5zs7OGusmAG1GZHbk/vD9heJCgUx112++hC+VS9W+iiCWiwVS1ReKZeoa1Z2Jo1PpwxyHbRi6oa9VX7UngDboXmiUSsvjiGg6rTrnpeVGhLWVG42IrrojhmHoVUKKrZV5M3agHaEzmUwLC4uoqKgxY8YghMLDwysqKnx9fYkzsrOzEUJatcExAGqJZKK199duf7pdjmk4fUymkN1KufVfyn+fdv/0t6G/ORg4aLY/oF5lFfznsQkqjQoFJlG0yj1CdVOjYok06V31CDUnv6gZ3719oSOERo4c+ccff1hbWzs7O69YsYLBYJC3pI+OjqbT6Q3ZgwmADuxZ1rN5QfPeFL7RdEeqYQg7HXf639f/Lu23dLXPakNdw6ZdJ6EwQSQT9bLo1bzdA2SPwqOJ9Hs2S1dtGme9lWUaRSlrVN3U6Oukd1JZdV2bnPzCZnz39oWKENq0aZOVlVVgYODgwYMjIiLWr19PDnsHDx709vbmcqEqAdBSIploxZ0VA48MbAtRUIemY6CrND0jlov/CPuj867OJ2NPNvZqxcLizy993nVP194Heo/5Z0xGOaQCtAiJVBoaGUs8nDjSp5e7i8o5FAqFQW+xZBl1U6MvXyeTHxYUlWjtSjk6QsjCwiI6OvrmzZulpaV9+vTp3r078bRYLJ4zZw65BQCtEpEVMS943uuC1+RGGz2bdYPX2RrYqpzM0eHo0HTqvqAOTYfDUK0SqUPT4eioa6xxJu72u9s//PfDy7yXREuRsGjO5Tnn48/vH7/fWs+67j7griReWXxtcQ4/B3948+3Nbnu7bR2xdYHHAgqF0pArgAYKf/6KCEVslq5nT7furp0SU9LwYmk4HQa9eT91DjlZpsYGFHK54nVSqkpLflGJpZk2FlSpGonr6upOnjy55tNMJnPhwoWt2yUA2gSpQrr96fY199ZIFUr5L9Pdpv8+4HcHc4d6S3u0nBFOI14sevHvm39X3F6RWlr96+xa0jX3Pe5bRmypO5iVikpX3Flx8PlBlfZycfmia4tOxZ46MulIZ6POLdV7LYNh2MPwaOKhb//eOjoMHR3G6CHel288INqb9wYhQojBoDMYdHzfCblcIZZIyRv/Jr1LJ4dhXE5ekVYHQgAAWWR2pH+Qv8pA0JZne2jioVHOowoLNX83hUqhTnebPt5l/I6nO357/BuRX1omLlt0bdHpuNNdTLoIpAKxTPWXXbm4/GXey1x+bm1Xfpz+2OOAx8ZhG5d4LoGh4ceLS0jJLyzGj+l0mk+/qnuxg709IqLjs3IL8IfNW1YGx2GxSqUV+HGlQEgOhHEJahYO5uQXItSl2bvR9kEgBECJWC7+9cGvW8O2yhTVeQQURAnoHbBt1DZ9pr4G+1YTi85a7bN6uvv0wODAx+mPifaHaQ8fpj1syBUYVMYqn1VmHLOVd1byJXy8kS/hL72x9MLrC0cmHulk1KlFuq417pNWTfTt0ZX3YfskKpU6c+KIHYfOYBiGEDIy4DX7W3PYuqXlVYFQIBQRb4FhKE7dCvqcPM3/hacRVE13AIA2JCo7qu/BvhufbCRHQRueTchnIYcnHm5rUZDQ2ajzA/8Hf435q7Z7irXpYd7j2YJnvw7+dYnnkrgv44Y7DSc/+yjtUc/9PXeE71BgimbtrxZJz8p9+z4TP6ZQ0JCBSus+He2sJo/6RIfBMDLgTRzlq+4CH4WcOErOl0nPyikt5xO9IuQWaOkKChgRAoAQQhK5ZN3DdZtDN5NDIEIooHfA9lHb22wIJFAp1K+9vh7nMm7+lfn3Uu/Vez6Dylg5aOVPvj8R2T0OBg7/ff7fkegj3//3fZm4DG8USAXf3vr24uuLq31WM2lMvLFcXF5zJWWZqIyIlzQqzcvaq7sZJNkh8t3BLs72Vuaqd+CGDuo7dFBLVUVQLjdavYKCXFCtayfHN29T8cJvBUWlMpmcTqe1UH/aLAiEAKAXOS/8g/zj8uPIjdZ61ocmHhrTaYymetUEjgaOd764E5kdGZMbgxBiM9hMOlPlHB6TR6fSe1v0NmIZqTxFoVDme8wf3Wn0omuLQpJDiPawjLDxp8c3tjOTXSdvGr6pi7E23nMiJJFqqqkMB1sBW2lNffWIMPZ1dSD07OWWW1hcXFKGEFIoFHmFxdYWpq3ZybYAAiHQahK5ZMOjDSpzoQgh/17+O0btUFmx1y5QKBQvay8va68mX8GGZ3N99vUTL08sv7m8RFTS5OsEJQRdT7q+oM+Cnz/52Yxj1uTrtF8VlQLiFh2DTu/i1NplSTjq1tTnFxYTU6A0GtW9i1NU7Bs8ECKEcvOLtDAQKt0jFAqFGzdu9PT0tLCwMFImFqvmngHQ3kXnRnse8lz/aD05ClrpWV2bfe3YpGPtMQo2ozk958QviZ/sqmZVVcNJFdK9kXs77er02+PfhDLN7ARUWs5/9uKVRtJAMrKqy1hbmZvQaK2dk6F2JybyvGhnR1uWLpO8ZEI768sojQjnzZt3/vz5kSNH+vj46OgorQum0bRu1hh0YBK55LfHv218vFFljeCcnnN2jt6p5SGQYMm1vDzz8uWEy2fizpCHhno6enSq6mSSvq4+lVL1iz42LzY8M5x4qkJS8dO9n068PHFk4pFBdoNaoefVb10p2LT7eKVASKNRlwXMdLJvUKmB5kLez8HWWgP1rJXqbn8o6kYOhD26dkYIWZoZEy3amTha/W2Wy+VXrlz57bffVq1apcEOAdDSYnJj/IP8yWVZEEKWXMuDEw6Od2n0nbAOb4rrlCmuUxr1EgzDLiVcWnVnVXJxdRGvpKKkT/7+5Guvr38f1nq7fEe/SsRHQnK5IiwqVpOB0MqiNd8aR84aTUrNuPs40sbK/H1GVS0hCgV17+qMELIgB0KtLL1dPVTn8/lCoXDIkCEa7A0ALUqmkG0O3dzvcD+VKDjdbXrcV3EQBZsLhUKZ1nVa/JL4A+MPmHOqR0IKTLHr2a5ue7s9znpcx8ubUUZ2PnH8Lj27dd6UkK4UCDVwl5Q8NVpSWh506+HuY+exD1sD21lZGPD0EEIWpsZE5YSiklK8GI1WqQ6E+vr6PXr0ePnyZR1nA9B+vcx76XnIc+WdlRK5hGi05FoGzwo+P/28Mcu4jteCJmBQGQv7LExcmri472IKql6t9r70/azrsxZfW1wuLm/pPmTlVAfCwuISfqX6/R1bAr9SUFJa9QPS6bSaCydagbmpUR13tXq4VZVK0NFhGBtWrbVXKLC8D3VwtIfSzdujR4/u2LEjODgYUmNAR4IPBL0OeeGLCgj4QHBil4ma6pg20Gfq7xu379G8Ry7G1fstYAg78PyA627XK4lXWu6t5XI5OfUDw1Dqh1nBVkAejFqamWgkzYLLYc/xG2tqrH5/LvwGIc6CnC+jfbcJVZNl0tLSJk+eTKPReDylej85OTlMpuqCJADavti8WP8g/+jcaHKjBddi//j9k7pMqu1VoHkNshv0YtGL1XdX747YTay7z+HnTD472b+X//ZR21siQSknv0gmU1r4n5qe1d3VudnfSK2M7OpqrnaayJTBeXTv4tG9S2Fx2Zu3qQnJ7xPfpYvFEoRQj66dyLcGLc1MXiWk4MdaeJtQKRDOnj27tLRU7XmQNQraHalCuunJpg2PNpDnQhFCs7vP3jVmF8yFtjIOg7Nz9M4Z7jMCggOSipLwRgxhx2KO3Uq5tX/8/gkuE5r3HTNJ86K41rxNSB4RaiRThszESN/Hq5ePVy+5XJGWmSORylyc7MgnKCWOat8KCqVAuHLlSk31A4DmFZcf5x/k/yLnBbnRnGO+f/z+j1wbBz7GQNuBMYtjvr/2/YHYA0SdtuyK7IlnJn7e4/M/R//ZjH+gZGarBsL0zFy5XN46f9anZ7WJEaEKGo2qNnXWknQLM1f7RoTqF3iKxeK0tLRW7goAzUKmkP32+Le+B/uqRMFPu3368SvEwcdj0Vk/9fspLDDM3dSd3H4q9pT7HvdLby411xtl5uSptEhlsowaw8SWUCkQFn/IlKHRaG1/kz9zUyMqlUgcLZNIpHWf38GoBsJjx465urqy2ew+ffrgLatXr/72229bvWMANEV8QfyAIwN+uvcTeTrUjGN2ccbF09NOw3Ro2+Fl7RW9OHrT8E1E1W+EUF5l3rTz0yacmZBd8bFzmBiGiK3+yFJbZXaUvILQytyk7ZexZtDpxoZVleUxTOsSR5UC4f79+wMDAz08PH744QeisV+/focOHYI8UtDGyRSy3x//3udAn8jsSHL7TPeZ8V/FT+s6TVMdA7VhUBkrBq54Gvi0p3lPcvu1pGvOu5yZG5iUXyn4f4abDQOvBGaWZzb84oXFJSKxpGZ76wTC9CzyCsK2Mi9aN0stThytDoQYhq1bt27FihWnT5+eMqW6kISXlxefz09NTdVE9wBoEHwg+L97/xPLq/9iM+OYXZh+4azfWRN2W5+Y0mYelh5RC6M2Dd9EbPOEEBLJROQxfamo9Gj0UZe/XFbeWUlsEVU3cqYMl8MmjlPTs5qj1/VQrinTTgKhObniqHbdJqwOhCUlJTk5OX5+fipnmJiYUCiUggI1kwwAaJwck296sqnmQHC62/RXX73yc1P9PoM2iE6lrxi4InJhZF+rujYqEsqEm0M3d97VeU/kHpUisTWRkzY9e3bV0WHgx6XlfOLuXcsh15RpO5kydbMw1d7E0epAqKurS6VSay6fSE5OxjDMxAT+pgZtzuuC1wOODFh1dxV5IGjKNj0//fz56edN2Vq3m0y71t2s+9PAp5uGb7LSs6rjtAJBwdchX3ff2/1xel112siZMnbWFnbW1QsYWnp2VCAUlZRWDVtpNKqlJmrKNAGMCBFCiM1m9+/f/48//pBKpUTdOZlM9vPPP9vZ2XXpotW7a4K2Ro7JN4du7nOwT0RWBLndz83v1VevprtN11THwMfAh4aZ32QWrygW/STCfsawnzHZWtnhiYdVomNiUeLgvwcvu7GsUlqp9lLkqVEbKzMnu+qXp2a0bCDMyM77UM4TWZqZMOjtY9tXcxMjKrUqIpSUlonV3WHtqJSSZf74448HDx707t179+7dIpFo7dq1vXv3/vfff7dv3058QABo3JvCNwOPDFx5Z6VIJiIaTdgmZ/3OXph+QTv3gO1IKBSKoa4hccuQRqEF9g5MWpq0bsg6PR094jQFpvgr4q/ue7vfS72ncoWyCn4Fv6qsqA6DYWZs5GhLCoQtPCJsj5kyCCE6nWZiVFXfB8NQrjYljiqFN29v78ePH1tYWJw5c6aysnL9+vU0Gu3q1avTpkHGHWgT5Jh8S+gWjwMez7KekdundZ0W/1X8TPeZmuoYaGkcBmeN75rkZckLPBaQS3inlqYOPzFcpYQ3eSm9lYUJlUpxtLP6MM+FMnPyxS25Tk7j2xA2Gbm+TK42JY6qjvP69u17586dioqK9+/fl5aWxsTEjBs3TiM9A0BFQmHCoKODVtxZUXMgeHHGRRgIagNzjvnBCQfvzb3nbFhdMhQv4d1tb7ebb2/iLUrzopZmCCEOm2VqbIS3KBQKctmXZke+PdmORoRI+TZhtjbly6if8NTV1bW3t9fX12/l3gCglgJTHHx+sM/BPuR9zxFC413Gv1z8EgaC2maww+C4r+JWDFxBo1QvVM8ozxjzz5gZF2YUCYuUA2FVKFK6TdhiiyiEInFhcVXKIZVKtTZvTxlb5BFhxIt47am1pnQXd9++feXlahKLeTyeg4ODj48Pl8ttrY4BUCWxKHFe0LynmU/JjcYs491jd8/qNktTvQKaxaKzNg3fNKHLhMDgwMSiRKL9wusLoRmhn8imGiN7vMXmw464jnbW4S9e4cctV31bOVPGmMFoH5kyOCd7axqNKpcrEEJ8gXD3sQvLF3xqYtTxR0RK/5M2bdqUnp5e26lGRkZnzpwZOXJky/cKAIQQUmCKHeE71txbI5QJye2TXSfvH7+fvPU50E4DbQdGL47++f7P259uJ5fwPoN2d6L1GKAYa0AxtfpQMMXRzpJ44fuMHAxDFIqaa36k9riUnmDA0xvp2+/G/ao/Ossq+LuPnV++YBa+kX0HpjQ1eubMGQcHh3379mVnZ8vl8szMzB07djg6OkZERERERLi6us6aNauiokJTfQVaJakoyeeYz/f/fU+OgkYso3+m/nN55mWIggDHorO2jNhSs4T3W2rsP/Stzzm3KmRVs1wWpiZsli5+XCkQ5rdMVqRSymi7ypTBjR02cMiAPsTDopKyXUfOl/PVr1HpMJQC4fz589esWbN48WJLS0sqlWptbb18+fKvvvrqm2++8fT0vHjxIp/Pv3//vqb6CrQEhmEHnx/0OOARlhFGbh/beWzsl7Gzu8/WVMfapsyc/HNXbt99HInPaGkntSW85UgeKvqv065Om0M3i2QiCgU52FYPClviNmF+YQl5kaKtZfsLhAihKWMGe/Wu/quioKhk3/F/haKOXG66OhCWlZW9efOmb1/VEkeenp7Pnj1TKBSWlpZOTk45OTmt20OgXZKLk32O+Sy6toi8UNqIZXRyysnrs69b66nZSk2bCUXiXUfOPYl4GXTr4fW7oZrujnpFJWVFJQ0qEPox8BLe4fPDHVmdye0lopKVd1a67nb9J+4fB9vq+jLNeJtQIpE+e/Hqz8NnN+w8UvKhfhuVSrW2bE+ZMgQKhfLZlFE93ao/xsyc/IOnLnfgv7Sq7xEymUw6nR4aGtqjRw/yGU+ePOFwOPiCerFYzOPxWruPQDsoMMWuZ7v+d+9/AqmA3D7BZcKBCQcsuZa1vVCbvU5KJf5UD4uKHTt0QFvb8efWg/Drd58ghMYMGTBm6ICWfrveFr0XsFY/4N8Op94op5QQ7WllaZ9f+tzNqJsLZaAN1gkhlJiSJpcraLRGlwopKS3PKywpKSsvKS0vKi0vLi3PzM6rudOFlbmJDoPxkT+OplCp1Hkzxx88FfQ6uWq7hbfvM6/cfjRl9GCN9qulVAdCXV1dPz+/77//vrKyctKkSaamprm5uRcvXly/fv2CBQsQQunp6enp6V27dtVcb0GHlVqaGhAc8OD9A3KjPlN/y4gtC/ss1FCn2oGkd9XZbZUCYVzC297d2lA1xPeZOSH3QvEsyhv3w+ysLdy7OLXoO0plsrzCYhdFb2dFjwRqZBz3YaGwej3c6+JXr+mvbLHOA+XjUSkKex7r49Wr3muWlvNT07MysvMzsvMys/P4AmG9L+GwWZPbecyg0WiBsyfuO/7v2/dVu1/dD41ysrMmjxQ7DKWs0QMHDggEgh9++IHYj5BCoXz66ad//PEHQkggEOzfv19lvAjAR8ILZa2+u1plIDjeZfyB8Qfqrr8MyIEQIRT+4lXbCYRyueLM5VsKRdViAgxDp/69seLruQa8FlyFlZtfhM/g0RDNV3/Uxa8Obni0YU/kHvKmThmU5HO0nb0UPux7Ov16uRMbU9SEYSj41sP7Yc8VigbNClIoyNnexrtP917dXNrvcJCgw2AEzp60Ze9JfL4Xw9A/l25amZuaGhtoumvNTCkQ8ni84ODg169fv3z5Micnx9ra2sPDo3Pnqvjv6urq6uqqiU6CDiulJCUgOOBR2iNyo4GuwZ+j/5zbc66metVelJSWE2u3cQlv35eWV7SRZPc7jyOylct08QXC4+evLQ34qAIIFXxBfGKKva0leSNZAnn3JRtLMyOW0fZR27/2+nr13dXn489j6ENUpiiiaQ9TRfGmN3S+n7RY7RthGLpw7c7jZzEN6ZW+Hrefh3t/j26mxoaN/5naLi6bFTBrwp+HzsrlcoSQUCQ+cib4u0Wfta/1kfVS88O4ubm5ubm1fleAVlFgij2Re1bdWaWye8C4zuMOTDgASTENkZSaodKiUGAR0fEjP+mvkf6Q5RcW33oQXrP97fvMm/fDers1cYL07fvMQ/8ECYQiKpUyY8KIgZ5KE1QYhsUlvCUe4sXVEEJOhk5n/c5+6/3t9/99T968qZRS+GPMVymU2K2jt3B1VMep/4bcUxsFmUwdawtTE0N9QwOekQHPUJ9nbMgzNTaktMSyxDbAwcZy6pjBF67dxR9m5Racv3b3symj8IdyuaK8gk+n07kcVvv9BFQDoUAgOHPmTHR0dGpqKo/H8/T0nDt3rrGxsdoXA9A070reBQQHPEx7SG400DXYMWqHfy9/DXWq/VGZF8WFv4gf4dtfs7+RMAydCfpPKpPhD/W4bEszE6K3tx6GG/HYlpaNzn6KfpV48uIN/LIKBXbuyn8yueyT/h4f3hQ7ffnWq4QU4nyV9exe1l6P5j0KSgj6vxv/l15e1RkMYfuj991KvXlo4qFhjsOIky/ffPDw6QvioR6X7dXb3dbS3NbK3NTYoP3+xm8a3/6936VnPY9NwB+GP48TCIQCkbiopKysvAKf/aZQKFwOS4/D1uNyTIwMPLp36exo114+J6VAmJWVNWzYsMTERD09PUtLy8LCwrNnz27evDkkJKRPnz61XQKAhsMwbG/U3hW3V6gMBMd0GnNo4iEYCDZKsrpAWFBU8i4tIntPGQAAIABJREFU09nBpvX7QwiLeklkWCCEpo0d6uJst2n38fKKSoSQQoEF3wlzd+uix2E3/Jr3w55fvvEAI8qXIYRh6OK1ezKpfJiPJ4Zh/1y+9exDBTWEkJmJoWsnh5rXmew6eZjTsC9OBQanX0SUqqullqaOODFiQZ8FW0ds5TF5V/57dO9JFPESPS57WeBM8gbuWujTyaMyc/LzCqqqEMS+eatyAoZhFXxBBV+A8goTU9JCI1+aGhsO6Nu9n0e3Rv2P1gil1OElS5YUFBQEBweXlZUlJiYWFRWFhYUZGRl9/vnn5O8fAE2TWpo67MSwr0O+JkdBfab+kYlHQj4LgSjYKAVFpSVlVWWedBgMci7fU1I8aHZyuTwlLSsxJY1fKVB7QlkFP/hW9U3fbl2c+/Rw1eOw504fRwyk+JXCkxdDGpiBgmHYpZD7l0Luq/0tFHTr4Y37T09dukmOggY8vcVfTK1taYSejt7FOWfmsL/Vx6pjG4awg88Pdv3LbdXJ328/qt7tmcthL503Q8ujIEKIqcMI/HRiHYlFNRUUlQTferRmy4Fj56629B6QH6l6RCgWi0NCQo4cOTJx4kSi0dvb++TJk56enm/evGngjcOtW7du27ZNIpFMnz599+7dDOXUqWfPnq1duzYqKgohNHTo0F27djVhhgS0OxiG7Yvat+LOCr6ET24f3Wn0oQmHbHiaHL60U8mp1cNBJ3urQV49X75Oxh9Gv0qcPm4ok6lTy0ubQiqVvXn7/mV8UlxCCrFy0cRI397G0t7G0tzUqLyisqikrLC4NC0zhziBydSZMXE4fuziZDdqcP+bH+pYvkl+f/zC9bnTx9W96XdOfuH1O6HEj4YQotFoQwf2efg0WiKt2lMwRLmSgKG+3tKAmXVnNtLptCUjA9gXjZ/SbsRSnxBJNNmVWZve/a8rre8g+UQmYnHYrK/nTSdvTqTNLM1MZk8edfzCNfIfJBQK4nG5crm8tlUlcrn8RVzii7hE9y5OE0b4WFu0xSID1YGQz+dLpdKaywS7du1KoVCKihq0H8e9e/e2bdv2+PFjU1PTUaNG7dy58/vvvyefUFxcHBAQcObMGYRQYGDgwoULr169+tE/BWjT3pe+D7wSqLKNOI/J2zZyW2DvQG273dJcyDcIOzvadXG2N9TXw8eIEon0xatE7z7dm+WN0jJz7j6Jik96J6mxmW1hcVlhcRlx66imiSN8DPWrU1jHDBnwNjWDmDV9EZeIYch/hppYKBSJo2LfPHsRn5apVMpKl6kzf/bkLs52bi5O+09eEtdYxm6or7cscCax03odPHt2vfckkp47sZOixz3a+RJKAfHUG2pUOjVpFO3TnfPWtc1f3JrSp4crl8NOScvkcTnGhvrGhjwjA328hoNcruALBBV8QXFp+Yu4hJevk2UyOfm18YnvXielenTvMm7YwLaWW1sdCA0MDAwMDK5du6ZSZS0kJATDMCenBmV5HTt2zN/fH19x8cMPP6xdu1YlEI4ZM4Y4Xrx4cUBAwEd1H7RtGIbtf77/x9s/qgwERzqPPDThkJ2+naY61t5hGEp+V50y6uJkR6FQ+nl0I8Zb4S9eNUsgvBcaFXzrUQPnMFU42ln59FNark6lUvxnjv/z0Fli1Uf0q0SEqmOhQoElpqQ9i34V+/otkWtDMOBxF8+ZhkemTg42S+b67TuhVAPT0IC3LGBmA7cNolAoE0b67D9xyRJzmCX79hntVjTlEUap+kkrUfkl+QF2eOWfo/80Zmn7vChZF2e7Ls5q/uXSaFR9Pa6+HtfG0qxH1058gTAiOj4sKpa4rYgQwjDseWxC9KskV2d7nh6Hy2HrcdlcNsvIUN/JzppK1djfxNWBkEajLVy4cP369UVFRbNmzbK2ti4sLLxx48bWrVsnTJhgbd2g+zeJiYmjR4/Gj7t165acnKxQKGqb+rh161a/fv0+/mcAbVNaWdr8K/PvvLtDbuQxeVtHbF3gsQAGgh8jr6CI2BBAl6ljZ22OEOrXu9utB0/xaavU9Kz8wmIzE6Mmv4VYIj19+eaLuMSaT+lx2QY8vey8gjqKT5oaG3wxbWzN/8v6etxlgTN3HDxN3ODEY+GYId6RL99ExsSXlvNVr4UQQsjawnTR51MMDapLPDraWS0NmLHn74uVAiFCyMiAtyxwprFhIzbPc3dx6uRo+zY1g4boA+TjXCi979HO51Oqi3Gfij31X8p/e8bu8XPza/hlAUKIy2YNHdh36MC+ye/Sr98LSyElTykUCqJyG0GPy/bo5tq3Z1dyYfRWQyHff5ZKpUuWLDly5Aj5D8Bx48adPHnS0LBBI9nOnTtv27YNv8uYnZ1tbW1dUlJiYKBmmuL69etz586NjIx0dHRUe6lJkyZduXKFeMhkMkNDQ62squqMFBcX83g8Or1DLepsTXl5eebmLVUaH8OwUwmn1oev50uVfqn5Wvtu+2SbNbfdJ8Vo/Ov3PC7p1qNI/LiTg/WMcYPx43+C7qR92AbIq6fr8EFNTPYuLq3498ajAuXV+jw9ThdHmy7OdraWphQKRSaX5xWUZOUVZucV8iuFHDbLUJ9rwNMz4HENeJy6y8ekpKb9F/qSiIV1oFAo9tbmPbs6d+1kp/ZP6sKSsrDn8XQadZBnDx630dmJJWX8SzcflZTzHazNXZ3t7OxMD8Tv2x2zW6pQmgee6Dxxw4ANJqw2cbOwsLDQwMCgff32S0nLfhAek1dYUu+Zhvp67i4OHu6duRxWE94IwzAPD4+8vOrNsJydnd++Vc1xVUGpmYiVnp7++PHjoqIiHo/Xr1+/RhUX7d+//9dff/35558jhN68edOzZ0+RSFTz63v37t1PP/00ODjY29u7tkv98ssvFArl559/Vvtse/wqtCk5OTlNS1OSKqQ7nu648PpCsbDW7dzEMnFWhdIeN3o6en+M/KPDDAQ1/vU7fDqYyB+ZMnrw0EFVtzMiYl6fvBhCnOZkbz3St5+bixP5Uy+r4OcVFOtx2GpzQORyRUx80tng/8hVpNks3c+mju7u2qm5/u/l5OTosrm7jpxTqYxDZmKk79W7W7/e7kYGrV3oPyY3Zl7wvJhcpdX0JmyTXWN2fdrt01buTE35+flGRkbt7rcfhqHoV4nX74Y2ZCdIli4zYNZE1072H/mmQUFBx48fv3z5ct2nVX+UJSUlRkZG//7779SpUz/77LOmvWuXLl1iY2Px47i4OBcXl5pRMDQ0dPbs2efPn68jCjYKhqHYN8kZ2Xll5fyKSkFZOb+cXykQijgslh6Xrc/j6nHY+jyulblp967OjPb27WlTXua99A/yV/kFUa/hTsMPTzxsr/+x32mAwzCMvEqvs5MtcdzLvfOFqzpEDHuXlrX/5CVrC9NPvD0EAtH7zJz3GTml5VXjMCMDnruLUzdXZ/wKCW/T8KRQgVBEfjtrC9P5syc1JP2kUfCslpqxkKnD6NWtS//e7s4Otpr6q6mXRa+IBRGbnmza8GgDUaS0UFA4+9/Z516d2zd+H+yF0gQUCvLo3qV3N5eM7LzScj6/UljBr6wUCMsqKt8kp6rsdygUifed+HfauCG+/Xq3Qt+qowKHw6HT6VzuR9XDDQwM9PPzmzNnjpmZ2ZYtWwIDA/H2pUuXTp8+3dfXNyIiYsyYMWvWrNHT03v+/DlC6OOX6t988DRE3U5sZRX8sgp+Zk517UE2S7e/R7eBnj0+5t6JdpIqpBsfb9zwaIPKlFHd9HT0tozYsqjPoo4xEGwjsnILKj+kqrNZukQhMYSQDoMxeoh30M2HKuefvnyr5nWKS8sfR8Q8jojRYTAoFCSukRSKEPLq5TZz0ogWqh9tqK/3f/Nn/nX0fH5hCYVC6eRo27+3ey93l0YtVmshDCpjje+aKa5TAoIDIrMjifbgxOBHaY92jN4BtXCbhkKh2Flb2CnfHpHJ5PFJ76JevolPfEckSSkUigtX7+bmF/mNG1r3GpuPVx0IdXR0Jk2adOHChZEjRzb5cr6+vmvWrJkwYYJYLJ4xY8bSpUvx9szMTD6fjxCKjY11cXE5d+7cuXPnEEIUCiUyMrKuKzZAfOK7Bp4pEIruhUbdD4vq5Gg3oE93G0szYyN9GCPWlFycnFaaRjwUSAW/PPglOje64VegIIo95jqLu0A/0+mJ4qWtlTmTwZDJq9OphSKxQqEQisRyuUIskTIYdBcnuxbdl6DDUF44YavyR8awQZ5Odta3HoS/Tn7XwDIYxII8MhqNNnXMYN/+Lfv3uAFPb+XXc99n5JgYGZAXWrQR3cy6hQWG/RH2x68PfxXJqgbKJaIS/yD/8/HnD4w/AEtgmwWdTuvp1rmnW2ehSPwoPDrkXiixacnjZzH5hSUBsyawWbot1wGle4TBwcGLFy/29vaePHmypaUl+R/Y0KEtHpNVNPwe4bU7T9SW920gfT2uiZG+ibGhq7N9L3eXtravaQup7R5hdkX2wqsLrydfr/vls7vPXuO7prJCdOh0sFAkqnmCDmLpYo3LXKBSKV07O3r36d6ti3MTtkttTZq9R3jg5OVXiVUVNf3GDyWKbarIzMm//SgiJj6R+J2CY9Dp5qZG+YUlauMfQojLYffo2sm3f++WW0LX5FvUmvKm8E1gcODTzKfkRn2m/taRW+f3nt/KEx7t9B5hw8Unvjt2/hp5kaiJkf6QgX09e7qxdJmNulQD7xEqBUJ7e/v0dDXVCxFCQqFQV7cFA3JNDQ+E+NqUguJSHpfN06u6I8jSZQpFYuKuYW5BUdTLN5X17ajJ5bC9+3Qb0LdnA5citV9qfxOdeHli+c3lJaK6MrvMOeb7x++f7DpZJJZsO/BPbn6DKi00ih6H7dnbbZBnrza77ZkGA6FCoVjx227iLuDqZf5qdyMiFBSV3H0SlZWTb2ZiaG9jaW9raWNhRqNRpVJZUmr6q4SU+MR3ePamAU+vp1vnnu6dne1tWnpFV7sLhAghOSbfGb5zzf01KhtnDncafmjCIQcDh1brSYcPhAihnLzCA6cuF5WUkRt1GIze3bsM7NvD0a6h25Q2JRDGxcVJJKqVGnC9e/dusyPCBpLKZC/jk59ExKSkZdV9JoVC6drZwcerl5uLkwbXeLYold9EufzcL69/GZQQVPerprtN3zturwnbRKHADpy69DqpejHQmKEDOjva5heW5BcV5xUU5+QVFpeWf0wPGQz6soCZGllUVK/WD4QisSQnr/D/27vvgCaSNQDgkx56S+gdRKqCKAKKFAEFRBAFPfVsZwHP7tmeZzn13an3vFPPwxMV9CkWQBFFQUWxgY0iBBAFBAQMhBZqgJR9f8QX1wgIUpLA/P5Khs3mQ5f9dnZnvqEzakrK6E/TafxGOVnpf29Z2ffeCH/KsypFedA6NpKYCPne1b9ben1pckkyulGaIL3Teecmx01YzGCcJIdDIgQANLe0nroQ1+npWkudOsffU1/764dQr0eNAgCsrPqnJpN4IuDxY0ebjR1tRmfUPMvIKf/AqKlvYDY0Ct04AgAgCJL3tjjvbfFQXWxTyLnsc2sT1gp1BC1VLdVl1QVv1WTU5o2a52X8sTDQtcQH6Cw4drSZl6sjBgNGGHwawdjSyir7wCj7UFVOr6IzagEC0LedSSQiDouVIpNwOCyZRCwtr0QPawIAsNmcC9dub/1xwSBfgYmPllbW23fv3xSVvn33vrq2k2kG/bXMjRoVjh3rKUMlw6QFSaEvQ7fd2yaol9TKbt2atDWhIOHU9FPGysaijXDIkJWRXrU46GpCcsrLLKGzdEVl9dmo+F0blvXXdw3xa4pOaahSZkx14b/mcnl1zMbaembe2+LnmblCA8cbmprvPHx+99FzIz1tB1sr21GmONyQeoJY1VIVEh8Sm//Z5ZIUXmqXy66fHH/CYTr/ZVPTspNT0wVv9bU15s6Y8uUZWUZaytRYr+czgco+VD1Lz3mZlScYSE2vqnn4LNPVcXgtAdbKarv35OXrgpJyOqP7VV9GGsEZKSKAxWBX2a2aZjJt2Y1l6MJJD0sfjjo+qvu/HahX8HhckK+7p7P9s3RaajqtHnWTqbnlK8+5evdFiYmJP//881e3S01NJRL7s5i9mMDhsFQVRaqKoqmx/jSPiRnZ+Y9fZL2vqERvgyCgsKS8sKQ86cnL72d6Ca32KdDU0lpVXceoqWPU1DNq6jhcrrysjKKCnIKcrJKCnIK8rJystIy0lPgMUo3Oiw6JD6llffaQz0HbIcI/YqTKyE4/0tLKik18+CLz03o3Sgpyy+b798svpaOppqOp5u/lHHk1UVDH+da9FFsrU3k5mb7vX3wgCMLhcAmETv7RmI1Nh/65IJjq1w0jPa2xo00HIDqoR/QV9e/Mv3Mu+xz6sTqLw9qatPVa/rVwv3AzSi9KkUDdUJSXnerqMMXFPq+gOPVlds6bdxgMmO45qR+/Ai8rK4suqH3v3r2mpiY7OztNTc3a2toXL16w2WwfH5/hMA+MSCDY21rZ21q9r6hMeZmdQctv+7y2Pb2q5tCJSE9n+ynO9oJhjeV0xpMXr17lFnx1JA4fiUSUl5WWlZFWUpCjqiipU1VUKUqqFGVyvy6a073K5srFtxffLv1sbpkUXmqf27519uu6es7x8lXe1YQH6FXoiETC8vkz5GX7M0sR8PiZPm55bz9OsG1r74hNfLAw0Kcfv0KEWG3t91PSHj3LbO/o8Jw03sttAvoPi83hnIqM6zQL4nBYqoqShipFQ42ioaqiqUahqgzeIz2oUxgMZsHoBa4GrstvLE8sTBS0Pyt/NubEmD2uezY4bIBdw/6CwWAsTAwtTAzb2jsQBOnt8NHu4SdOnDhx4kT+mwMHDuTn58fHx+vqfiwuXl9fv2DBAhkZGcLAzKgVT7pa6rpa6jO9XTNz3jzNyHlXWi64QcXl8hLup+bkF83x86hk1D5+8aqkjN7tzoS1t3dUt3dU1zKFis7KyUqrKCooKcorKcopK8grKylQVRSpyor9fjP2Au3C6oTVQgXSHHUcI/wiTFRMOv1ITV1D1I27rwtK0I1YLHbBLG/0bO7+IicjPc19YnT8Pf7b9OzXjmNHoZ8+SiJWW/uD1PTk1HTBjd+E5KfNLaxA38mCq8xL1+6Uou5GYDAYLXXqSGM9UyM9Qz2tAZrVDvWRjrxOwryEM6/OrL+9ntn28VFuG6dt893NMXkx4X7hFlQL0UY4xAxEn+HTqFEej6eiohIVFeXh4YHeoqKiQkdHp7S0VEdnUM9E4lNrlFFTf+fhs+eZuYPwXUKwWKyKkryqirIaVVlPW8PS1LAvZ8Oqlqrg+GChoaFSeKm9bnvX2a/78tKVx0PyCt49S8/JeVMktM6AhhrlOz/Png9i7i0eD/n9+DnB8BkNVcqWHxeIz+TCXh1+HR3s5NT0+ylpQk+g+caPsZzrPwWLxdxPSYtNeCBotzQ1mjdjiqxMr6tISwTJHTXajQ9NH0Juhlx/cx3dSMKRdjjv2DJhCx7bbyerYTJqtF/0etQok8lkMpkKCsLz5+Tk5AAAg58IxYcqRWn+TC9rC5OLcXcam1q62oxEJKhSlFUpSmoUZf6tzoamZmZjM7OhqaGpmT+jsaWV1c3KNV/i8XjVtczqWmbu23f8r7AyM7YdZWpmrN/bnuKlnEurbq3q9ImgGkEr9QUNi8UQCQQSiUgiEogEQs6boucZuQ1NwmviEPD4KS727k52A5qWsFhMkK/7nycv8K/T6Iyah88y3CaM/drnxE5jc8uxiGh6VU1XGzzPyGGzOXY25nG3P9VFU6eqLAz0Gcy75VDfacppxs2Ju0C7sDZxbU3rx//xdm77z/d/vvr6arhf+Gi10aKNEOrKp0SooKBApVIPHz4cGRmJfiJ49OhRDAZjZGQkivDEiKWp0b90F0XH3xNajxuDASON9CbaWVuZGvVkoH8rq625pbWphVVdU8eora+qrmPU1FfXMblc7lc/297BTst6nZb1WlqKbGlqRFFWVFaQU1SQU1KQU1KQ73TwBQCA0cIIuRly9fVVdCMJR9rrtneDw4bKqrr9J8728AHnCEPd7/w8BmcyiYGu5ngby2cZHwfm3LqfajZCv/vJ4+Kmoan56OkooVr7MtJSk8Zbp6bRBBcZGbT8zJx8we13aSny8vn+MAtKqLlWc90N3VfdWhWdFy1ozKBnjAsbt81p23an7UQc/J8VO58tzPvrr78uW7aMRqMFBARoamrW1NTcuXPn0aNHGzduHHr3Mb6BjLTUoqBp1hYmUdeTmlpapaXI9raWE8eN7lVikJYiS0uRVSnASO9T3Vkej9fQ2FzX0FRX31Df0FjHbKqtZzJq6usbGjsdP9/Kanvx+a1aLBZrYWLgPXmC0EO7y7mXV91aJbg+5bPXtj/oeNDJzKmyuvbviOieZEF1VRUPJ7tx1haDOUBj+pRJ2a8L+XcU29s7fj16Ro2qbDHS0MLE0EhPS8ynsjAbm46ejqqu/TQ7U1qK7DZhrIvDGBKJaGdj8Vd4lKDmgOB/GYvFLAzyGdrzVoc8VRnVqMComLyYVbdWVbV8XBiPzWPvebgn9nVsuF/4WE3Ju7cxtAmvR3jt2rV///vfWVlZbDYbh8ONGDFizZo1wcHBgz9qVHyeEX6pg81m1NSrUZUHei4E/4sYNfXvKyozct7Uf61WCwYDrC1Gek92VKeqMFoYP976MSYvBr0BGU/+xeWXjY4bGZUMPJF8+NSlbm72AgBIJKKtlamDrZWoKrw8fv4q6kbSl+1kEtHawsTB1spQTwTL/H718KtjNv4Vfrmm7lOBKIuRhouCpqH7efXMxr8iooRmyvtPcZ7sNG4gYhYrQ/IZ4ZdqWbVrEtZcoF1AN+Kx+I0OG3e77Cbjv7FoJXxG2HPfUmJNgMvlVlVVUSgUEc4dFOdEKBIIAt69r0jPfp2Z8xY9h+FLWCwGMai9wAirbfvsiaCdll2EX4Q51RwA8PpNwcXr99FLhFuMNJQikzo62O0d7FZWm7ycjI2FiY3lSNGuicPjIX+evNDN0Fw1qrLDGKtxNub9O4uje90ffrX1DUfDo+pQZRJHmRkvmeP7ZRe2oan5WES0oF7r2NFmQ2aiSPeGSSLki3sTFxIfQm/+7Bg2pZiG+4U7aH/LmqwwEfbctyTCpKQkZ2dnMZkpARNhV3g8XlFJOZ1RW9/QxGxsqmc21jEbBSmNhWl5iL1aiM1Gf4SAIXxvsGypZbCKgoK8nAwGYP6KiGpo/DQQxmm8deA0d/Gcl9be3pGaTqPlF70rLe9qqBEOhx1jZTrLx21A12oR6ObwKymnn75wHT0X0NrCZFHQtK7GFjW3tJ6Jii8oLrcyNVoY6NPVg94hZlglQgBAfVv9+sT1Z7POohtxGNya8Wv2ue2TJvRubDBMhD33jatPdHR0LFy4cPny5ehZ9iIBE2Gv5BUU30xKefQhORkX04L57A4qBdF0586mIF1OdXCwtfrOv5MaaeKmrb0jv7Ak921x3pt3jc2d3NGlKCsum+evqTbgA2o6PfwQBNxPeXnj7mN0th5jZbow0HvYlkvtynBLhHyJhYkr4le8b/hshR8DRYNT00+5Gbj1fD8wEfZcDxPhZ3+fly9fnjJlyl9//TVixAgvL6/Y2FjO/xcLhsScqpZcGvVGPD4cnQVxCN6B5xXEWdtNFrSzNv/O31P8syD4/3PBeTOm7N0cHLJgprWFidDNxpo65qETkULDegdHc0vriXNXryU+RGdB/q1OmAUhvqnGU7NDspeNWYYBn/7eipnFHuc8ViesFpTwhgbfZ3+i9vb2Z86codPpx48fr6ysDAgI0NHR2bp1a3FxcVefh8TBlddXLEItonKj0I2aOP05vPW2XDcs6PJEPMZq5LwAL4mrn4fFYsxNDH74bvq+zSsCvF3Riyd0dLDPRMXHJjzg8XoxX7MvmltZeW+LD/z9X/5cTz4MBrg62n4/03uoLuMFfRsFkkKYb9id7++g1y/kIbxjL45ZHbdCl/CGBlPng2X4nj17Fhoaev78eQwG4+XltW7dOnd390GLDN4a7Yma1prVCasv5VxCNxJxxJ3OO7dM2IJBMLX1DYza+upaZj2zsbG5hdnY3NjU0tDYzOFy7cdYBPl6iE+5lm/G4XBjbt5PeZmFbhxhoLN0rt9APDKsqKy+nZzKbGppaGppbGrmcIQngMpIS80PmGppOtyn3nZjeN4aRWvuaN6atDX0ZSgCPp2BMQCzdMzS3z1/VyB1tzA4vDXac9+yHiHa+/fvb926df/+fQCAk5NTcXGxh4eHn59fTEwM/A8QE7H5sSHxIYKJSny2GrYR/hFWqh+XllSlKKtSOllt7sMHuqbmEDkT4fG4OX4eetrq0Tfusf9/M7+guOz8lYTl82f073c9eZEVc/N+N9UPjPS0FgZNU1KQ69/vhYYYWaLsMe9jgRaBS68vLawr5DciADmZcTKxMPGE7wnB2p/QIBDuDXA4nLi4OB8fHwMDg6NHjwYEBOTm5j548CAnJ+fKlSs3b95MTEzsdEfQYKpl1c67Oi/gcgA6CxJxxL2ue58tfSbIgt2QtLuhX+dga7V22Rx0BqLlF5WU964kejfYbM75q4mXr9/tKgtiMBhP5/FrfpgNsyDUQ856zlnBWevt16OXfClrLPOO9F4ct1horWxo4HyWCH/77Tc9PT1/f//KysoTJ05UVFQcPXrUzMwMAIDBYAICAszMzEpLS0UUKvRR3Js4y1BLoVm6YzTGpC1P+3nSz/1Y21fi6Gmpb175Pbq2TuL9p/2y59r6hj9PXnyekfPlj8gkojpVZbT5iDVLgnw9nODQGKhXpAnSf0z548mSJ6aUz1aXPPPqjGWopVAJb2iAfHbSPHPmjIeHR0hIyPjx4zvdevfu3SNHdr5kKzQI6lh1axLWRNIi0Y1EHHG70/ZtTtsIWLGYACpasjLSM7xc/gr/OG4o9+279xWVulpPfXEkAAAaD0lEQVTqfdnn64KSM1Hx6LUjiETCLG9XI30dRQVZuDoS1HcO2g6ZKzJ3P9h96OkhDu/j7f0PTR/8LvnNs5p3xOuIipSKaCMc2j5LhOnp6bKyst1sHRAQMMDxQF26/uZ6cHywUH0Ka3XrM/5nYFV7NBNDXSM9raLSCv7bhOSnK/rwpDD7deHpi3E83qcRDepUlZlek4wN9eDDcqgfkfHk/e77Z5nPWhK3hMagCdojaZFJ75KOeR+bZT5LhOENbZ/9JXefBaEBgiBIOj09szKzmxG8j0ofCXUECVjCv5z+tX3SdtgR/NJUV8e/z3ys/Z/7pqiczvi2BYSL3384G3UTnQWtLUzmB0xtavpK0VcI+jZjNcemLU/79+N///b4NzaPzW+saqkKjA6cZT7rmPcxNRk10UY4JOEBAEuXLi0rK+t+u/j4eDEpvTbElDaULr2+tLfzh0arjT7jf8Za3XqAopJ0psZ6Brqaxe8/AAAQBCQmP10616+3O2HU1Iedj+1gfzwZYbGY6R6T3CaOw2BAU1P3H4Wgb0fEEX9x+SXALGDxtcWZlZmC9pi8mOTi5KNeR93VBm8a2zCBBwAUFhYWFRUJmsrLy5WVlaWlPyt/N2jTk4cPBEFOZpzcdHdTY3svuhcELGGb07afJ/0MO4Ldm+rqcPzsFf7r7NcFFZXVWurUnn+8sbkl9GxMM2qBqtnTPR3Hfn04LgT1i9Fqo58ve34w5eDeh3vbue38Rv5w8Sn6U8Kmh+kq6Yo2wqEECwB48OBBGQoejz906FDZ50gkkqhDHVLeN7yfcn7KivgVvcqCo9RGPV/2/BeXX2AW/CrzEQZ62h8nSvI7hT3/bAebffL8tVrU8hHebo4wC0KDjIAlbHfanrY8bZzmZytz3S65PTps9JlXZ0QU1xAEn/YPNgRBTmWe+unOT0IpcKLuRP4CSZ3CYrDjNMfNHzUfLm/dc16uDv+cu8p/nZVXQK+q0fhaPW42m1NOZ9y6n4qegOhga+Xl5jiAgUJQ1yxVLVN/SD309NDuB7vbOB+HLjPbmIvjFl/OvRzmG6YjryPaCIcAmAgHFb2ZvuLGihtvb6AbpQnSO513bnLchJ5UC/WduYmhjqZa2YcqAACCIEdOX1aUlyXg8SQSkUwiEgh4EpFAJpEIBDyRgGfUMssqKumMWqGnABYmhnP8PET0G0AQAADgsfgtE7bMMp/1Q9wPD0sfCtoTCxMtQy33uO5Zbbcanj36AibCwXM68/TG2xsb2hvQja76rqf9ThsoGogqqiEMgwFebo5h5z+WGWxpZbWgnvn1hJ6W+pI5vnCOPCQOjJSM7i+8f+T5ke33trM4H4/kxvbGdYnrbry5cXL6SXga+WYwEQ6I6tbqrMpPNaC5CPfws8OJhZ9Vp5Mlyh5wPxAyNkTiFn+QIJYjjQSdwt5SpSitWBBAJMLHsZC4wGKw6+3XO6o4bn6y+dH7R4L2e8X3Rh0f9dvk31aOWwm7ht8ADwBISUlpafm0zCmCILm5uXfu3EFv5+7uDq+Le6Kpo2nTnU0nM07ykO7G2brou4T7hcMruIGGwYA5fh4nzsc2NnWykG+n21OUFXW11PW0NcbbWAzOevcQ1CsGCgZJ85PCXoVtTdoqWMWwuaN5dcLqqNyo036nRyiPEG2EEgcPAFiyZMnbt2/Rrf/5z3/+85//oFtYLBaZDE8KX3Gv+N4PcT+UNnRXjlWGILPfff+P436EHcHBoaulvm9zcFNzawebw2prY7M5bA6H1dbO4XDbO9htbe1sDqeDzZYik3W11HW11KTIcIA0JO4wGMyP4370GeGz7MYy9Czkx+8fW/9jvdd171r7tTgMrps9QGh4AMCRI0caG78yiJ9IhIMVu9PU0bT57uYTaSfQq4t9aZLepHC/cCMluFLdoMJgMPJyMgAAALpb5g2CJIu+ov6d+XdOZZ7adGeTYPBBK7t1452NMXkx4X7hQoW8oa7gAQBTp04VdRgSQGhJlDZO2/uG92UNZWWNZaXM0rg3cSXMEvQG+or6xsrGgrcyBBk/U7+FoxfCO/gQBPUXDAazbMwyL2OvFfErbhXcErQ/LX9qc8Jmt8vujQ4bh/OKND0E/4G+gl//Zd+jfWWNX6lCJ4DFYNfZr9vntk8KLzWgsUEQBAEAtOW1b869eTbr7PrE9YJL9jZO29akrVfyroT7hVuqWoo2QjEHeyfded/wfmrk1BXxK3qeBU1UTB4vfnzI8xDMghAEDaaFoxfm/pjrb+qPbnz54aVtmO2+R/sEJbyhL8FE2KXovGjrf6zvFN35+qYAAAAwALPcdnnGigxHHViFBIIgEdCQ1YidHRsVGEWV/lRZt4PbsSN5h+0J27QPaSKMTZzBW6OdKG8sX3ZjmdC0PyKOKEOQEbzFYXGacpq6Crp6Cno6Cjo68joTdSfqKsAyuBAEiVigeaCznjN/NoWgkcagOZ523DJxy8+Tfibh4NDoz8BEKCw6Lzo4PriOVYdunKg7MdwvHM7OgSBIIqjKqF6edfn7Ud8HxwdXNH1cpJrNY+97tC/2dWy4X7idlp1oIxQr8NboJ+WN5d6R3kHRQegsKEOQOeZ97NGiRzALQhAkWaaZTMsKyZprNRfdmFud63jacUvSFkEJbwgmwo+i86JH/zM6oTAB3ThBZ0JmcCac/A5BkIRSkVKJDIi8Ofemtry2oJGLcA+mHLQMtXxQ8kB0oYkRmAhBRVOFzwWfLzuCf3n99Wgx7AhCECTxvEd400Joi6wXoRuL6osm/3fy+tvrW9mtIopLXAz3RBidFz3q+Cj0RFQAwASdCRkrMlbZrYKT3yEIGhoUyYoRfhGJ8xPRY/p4CO/ws8OWoZb3i++LMDaRG74n+oqmimkXpn3ZETzqdfTR4kcmKiYijA2CIGggTDGaQguhLbddjgGfHvcUM4vd/+v+460fBSW8h5thmgjPZp21DLW8WXAT3ThJb1JWSBZc4hKCoCFMniR/YtqJuwvuole/QQAS+jLUMtTy7ru7IoxNVIbdGb+yuXLG5RmLri1itjEFjVJ4qf3u+5MXJsNy2BAEDQeTDSbnrMzZMmEL+rq/tKHU85yn0H2y4WB4JcJz2efM/za/ln8N3ThRd2J2SLbQAQFBEDS0SROk97vvf7DogdCQwE6H0A9tw+XUT2+m+13yWxC7AL2IhDRB+s8pfz5c9BC9TAQEQdDw4aTr9Cr41QaHDej1C/mTqhddWyS06s5QNSwSYSQt0jLU8vqb6+jGCToTXgW/Wme/DnYEIQgazqQJ0oc8Dz1Z8sSMYoZuP5t11uJvi7g3caIKbNAM8RJrlc2VwfHBQv+RUnipfW77YAqEIAgSsNe2z1iRsefhnt9Tf+fwOPxGejPd/5L/DNMZ6IH0skRZHxMfG3UbEUXa/4ZyIrxAu7AmYU0tqxbd6KjjGOEXAWdHQBAECSHjyb9O/nWm+cwlcUuyq7IF7bH5sUJb7kzeGWgR+OvkX4fGAMOh2SWqaqkKuBww7+o8dBaUwkv97vE7nCMIQRDUDVsN25fLXu5y3kXAErraBgFIVG6U+d/m62+vR59m2Tx2WWNZTWvNoETab4Zgj/BizsXVt1YLdQTtte0j/CJMKaaiigqCIEhSEHHE3S67A8wCFsctzqBndLVZB7fj8LPDZ16dcdJ1ojfTKxorKpsrEYBgMdgFoxf8MeUPJbLSYIb9zYZUIqxqqVp5c+XV11fRjWQ8eY/rHqExURAEQVD3RqmNer70eWJhYm51rqARQZCYvJh0erqghdnGvPH2BvqDPIR35tWZ24W3/5n2z/SR0wcv4m81dBLh5dzLq26tEuqSj9caH+EfITQUCoIgCOoJPBY/zWTaNJNp6MYtE7ZcyLmw/d720obSbj7Ln7Q212rukalHKNKUAY60T4bCM8LG9sZZUbPmxMxBZ0EynnzA/UDKDykwC0IQBPUjDAYzz2pe/qr8gx4HhW5+YjFYWaIsuuUC7YJFqEVMXszgxtg7/d8jvHTp0sOHD9XU1FatWkWhdHIVkJmZ+d///hdBkO+//97W1rbv37g2ce2V11fQLXZadhF+EeZU877vHIIgCPoSGU/e5Lhp6ZilT94/YbFZWvJaugq66rLqCILse7Rv/5P9bB6bvyWjhREYHRhoHnjM+5iqjKpow+5UP/cIDx06tGPHDjs7u+LiYmdnZw6HI7QBjUZzdnbW0NDQ0dFxc3PLysrq+5fm1+QLXpNwpN8m/5b6QyrMghAEQQNNiazka+IbZBE0QWeCjrwOAUsg4oh7XPe8WPbCWt0avWV0XrRFqMXFnIuiCrUb/dkj5HA4f/zxx/nz511dXRctWmRmZhYfH+/v74/e5siRI0uWLNm8eTMAoKqq6vDhwxEREX383lV2q15UvOAhPNgRhCAIEgfW6tYvlr3Y/2T/vkf7Orgd/Maa1pq5V+Zezrm8z20fh8fhIlyhT2ExWAWSAgCAi3Ab2xu/3C0ZT5bCSylJKfXveNT+TITv3r1jMBiTJk0CAGAwGFdX1ydPngglwpSUlAMHDvBfu7m5rV69uu/fO89qnoO2A6OFYadlB4vFQBAEiQMClrBj0o4As4AlcUteVLwQtMe9ietj2TY8Fv/HlD9W2/VD+vi4w/7aEQCATqcrKSnhcB9nKVCp1MLCwi+3ETw4pFKpdDq9q70VFRW9fPkyI+PjFBYSibRnzx7BZ+vq6rhcruC75IG8PFm+rnZ4LR3SF3V1dQRCl7Nloe4JHX5Qb8HDry/q6uoQBJGUw08No3bd73poZuiBFwfaue39sk8Oj7P93vbvDL/78kcIgqxfv76pqYn/trKyks1mf3WH/ZkISSQS+is7OjqkpKS62aajo4NMJne1NyqVamVlNXPmTP5bLBaro6NDIpH4bzkcjoKCAh4/dKZ/DDIWi6WoqCjqKCQVPPz6CB5+fdHR0SFxh98Otx2zrWcvvbH0afnTftkhVZra1SE0e/bslpYW/uu0tDRBb6ob/flPqaWl1djY2NjYKC8vDwAoLy83MDD4cpvy8nL+67KyMi0tra72Ji8vb2lpOWfOnE5/+uHDBxKJpKQkGWULxA2PxysqKtLR0RF1IJKqoqJCSkqqm8s4qBtcLhcefn1RXl4uIyMjcYefuar5kyVPTqSfOJ99vrK5Uo4oh8cKJyDBo0HBw0IhLA6rjdOmq6D7u8fvXV0K+Pr6Cl6TyeSioqKvB4f0K1tb2xMnTiAIUltbS6FQ0tLSEASprq6Oj4/nb/DLL7/4+PjweDwEQWbMmLFz586udrVr167du3d39dOZM2dGRkb2b/DDR35+vomJiaijkGB+fn6XL18WdRSSKjc318zMTNRRSLBp06bFxMSIOgrJEBsb6+/v/9XN+rlzffDgwaCgoDt37mRlZU2fPp0/TTA7O3vWrFksFgsAsGrVKicnJxcXFxwOR6fTw8LCvu2LEATh8Xj9Gfpwwr8QEXUUEgwefn0BD78+godfv+vnROjm5pabm/v8+XNtbe0xY8bwG8ePHy+4S6usrJyRkfH48WMEQZycnCSudw9BEAQNMf3/uFVNTW369M+qrMrIyJiZfapzRiKR3N3d+/17IQiCIOgbiO+4o/Ly8qysrA8fPnT608zMzPr6+sePHw9yVEMDk8lkMBgrVqwQdSCSKisrq6WlJTk5WdSBSKS6urrKykp4+H0zGo0WFhaWlJQk6kAkQElJCZPJ/Opm4psIg4KC9PX1VVU7L0ynoqKioqIiJyc3yFENDRwOR1NTE91Nh3pFWVmZQqHAw+/bcDgcbW1tePh9MyUlJTU1NRkZGVEHIgFMTU1lZWW/uhkGPrWGIAiChjNYkAyCIAga1mAihCAIgoY1mAghCIKgYQ0mQgiCIGhYE99Ro91ob29PT0/nFyMVdSwShsvllpaWCt4qKSnBeq09VF5eLiUlpaKigm4sKSkpLS21trZWUOikLiIk0N7eXlFRoaWlJaibX1dXhx7Xrq+vj8XC6/LOVVRUFBcXq6urGxsbo9urq6vz8vJGjBihqakpqtiGiIEs8zYgioqK9PT0nJycjI2N/f39ORyOqCOSJJWVlRgMxvD/Dh8+LOqIJMCOHTuUlJQwGMyaNWvQ7du3b1dTU3N3d6dSqcnJySKKTty1trba2NgQiUQMBpORkSFo37Ztm6KiouBQbGhoEGGQ4szX11dVVdXZ2VldXd3b27utrY3ffunSJRUVFU9PTwqFEhoaKtogJZ3kJcKFCxeuXLkSQZCWlhYTE5OrV6+KOiJJUllZSSAQRB2FhElLSysqKlq5ciU6ERYWFsrKypaWliIIcvLkSWtra9EFKNbYbPa9e/eYTCaZTBZKhJs2bRJhYJLiwYMH/Mv95uZmY2Nj/qoG7e3t6urqCQkJCIJkZGTIysoymUwRByrJJOxeBIIgMTExixYtAgBIS0sHBQXFxMSIOijJU1paWlZWJuooJIatra2hoaFQ45UrV1xcXHR1dQEAc+fOzcvL+3IZaggAgMfj3dzcOr11zGKx8vPzm5ubBz8qCeLs7Mxfg1dGRmbkyJE1NTUAgCdPnmAwmClTpgAAbGxsjIyMEhISRByoJJOwRFhXV9fS0qKvr89/q6+vD0/ovYXD4Xx8fMaNG2dqapqZmSnqcCRVWVmZ4DiUlpamUqnwUOyt6OjowMBAKpUaHBzM5XJFHY64y8vLe/LkiZ+fHwDg/fv3enp6GAyG/yN4JuwjCUuEbW1tAAAikch/SyKRWltbRRqRhFFWVq6qqsrJyfnw4cP06dPnzp0r6ogkFYvFEhyHAB6KvffTTz/R6XQajVZQUHD79u1Tp06JOiKxxmAwAgICdu3aZWFhAQBoa2uDh18/krBEqKqqisVia2tr+W9ramo0NDREG5JkIRAI8vLyAAAsFrthw4b8/Pzq6mpRByWR1NXVBcchAKC2thYeir2irKzM79Boa2vPmTMHFtDvRm1trYeHx5w5c9avX89vETr84JmwjyQsERIIhDFjxgj+Zh4/fjx+/HjRhiS5SkpKCAQCHPf/bcaPH89fVhMAkJWVBQAwNTUVdVCSqri4mEKhiDoKMdXQ0DB16lR3d/fdu3cLGseOHVtQUMBgMAAAbW1tL1++hGfCvsCh/3Elgpyc3Ob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+ "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "12123.01329959515\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 12123.01 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 1476.1056250000013\n", + "Total computing time = 0.01207113265991211 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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"Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "9810.7665\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 9810.77 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.67 kg\n", + "Max SOC = 246.00999999999988\n", + "Total computing time = 0.07332897186279297 sec\n", + "Nodes Explored = 147\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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IEaNGjRo+fLidnZ25S4gQAsAaYYdSXl5OjJ3gcrl+fn4mmzwatQwdAD788MOHDx+KRKLo6Oi33nqLwWBs37596tSpjo6O/fr1e/vtt6Ojo9VqtbmLilCnhskyHcjTp08nTpz4+eefb9y4MSgoyDSNiqjFtDPL2NraTp48efLkyQBQUVFx7dq1mJiYmJiYrVu3fvvtt1KplFwiBCFkelgj7FiISbcBICUlJTAwcOHChX379lUqlUlJSUwm08/Pj1i9qKKiQiAQMBgMpVJZWVlpa2tLo9EUCoVMJiOy9NVqdVpamkQiCQoKIgYeyOVyuVzO5XJjY2M9PT2xutl6hqdYE4vFZWVlpaWlpaWlKpXKysqq7oQ9CCFTwkDYdF99Bd99BxKJ6Z7Yuzfs2wdduxp4yc/Pz9raOjc318bGZtKkSQ4ODjKZjE6nnzp1ytnZOTIycv369ZGRkQcPHpw3b97du3dDQ0O3bdsWHx+/e/fu7OzsGTNmcDgcLpebl5d35swZLy+vw4cPb926FQAEAsHrr79OzFKGWkMbCPPz869fv37x4sXr168nJCQIBIJBgwa99tprw4YNCw8P51B76hFCJofJMk307Bm8+66pH3rlCmzYAPv3a49oNJqysjKlUnnw4EGZTNa3b99Vq1ZNnDjx66+/1mg0c+fO/eijj3788ccxY8ZcvHgxMjLy8uXLQ4YMuXjxYmho6OXLl4mJs1evXj19+vR169YBwNdff71+/fo//vgDAOLi4p48eeLv72/q/08LxQSA99577+jRo+np6U5OTuHh4W+88cbw4cN79epFrjuMEDI7rBE2kSkrgg08VywW+/r6crncgICAEydOuLu7x8TEbNq0CQBoNNqCBQvWrl0LAGPGjFm5ciUAxMTE7Nq169NPP3333XevXbv2888/q9Xqv//+e8CAAbt27SJuePv2beLmAwYMwCjYhpgAEB0dnZOTs3DhwjfffLNfv35MJi5JgVC7g8kyTdSvHyxfDjt2gCkz/Lp2hU2bdI7Y2NhQ11jXaDRSqZTHq531jcfjSSQSABg0aFB6evq1a9ccHR1HjRoVFRV15coVT09PV1dXmUxWU1NDzhfj7u7+0UcfkTc3/v9TJ8IEgE8//fTcuXMxMTH/+9//hELh0KFDhw8fPmLEiNDQ0HY4KRxCnRPWCJvuhx/g66/BlIsZNDrQjEajBQcH37x5k1j86MaNGz179gQAYqnCDRs2jBkzhk6nDxo06D//+c/o0aMBgMvl9ujRw93dHXsBjY0JANOmTSNW1sjLyyMyRffv3//vf/+bz+cPHjyYCIrDhw/HfBmEzAj7CJuFy4X2lue+ZcuWqKio4uJiiUSyffv2M2fOEMfHjBnz3nvvEa2mo0ePXr58+TvvvEO89P3337/22muJiYk+Pj4pKSlSqVRvtSPUJnRaQd3c3F599VWik7agoCAmJubYsWNbtmxRqVQ4fAIh88IaYQeiN+k2YeLEiRcvXjxz5oyVldXt27fJZZJeffVVGxubIUOGAMD06dMZDMaoUaOIl0aPHn379u3o6OiUlBRPT8/IyEgACAsLw/m/2paB7sCSkpJr165duXLlypUrT58+VavVTCYTq4MImRcGwg7ExcUlKiqq7vGePXsSLaJUHh4eb7zxBrHdpUsXcpvQtWtXIpuG5O/vj5kybas2EBYXF9++ffvGjRsXL16MjY1Vq9UMBqNPnz4rV64cNmxYREQEDp9AyLzodGAyQakEAFCrQaEA7MFHqE0wAWDixIl///23RqNhMBjEnGojR44MDw+vuwAjQsiM2OzaQAgAcjkGQoTaBhMAbGxs3nnnHQx+CLVzbLZ2sJpcDnUWc0UItQQTAA4ePGjuYiCEGoeJowgZA93cBUAINRXmyyBkDHQACAwMpDVGJpOZu6gIdXY4uQxCxlCbNcpmsydMmNDAch447yhCZoc1wgYcOHDgypUr5i4FMpYnT54Y7+ZMAJg3b94PP/xw9uzZCRMmREVFTZo0CQdLINQOYSCsz+rVq+Pi4srKysxdEKOTy+UAwKZ+FDoHDw+P8PBwI92cCQAffPDB+vXrL1++vH///nnz5nE4nNmzZ8+bN2/YsGFGeipCqAUwWaY+c+bM6SQTclZVVQGAQCAwd0EsSm2yDJ1Oj4iI2L9/f3Z29pYtW+7fvx8eHt6rV6/91PW1EEJmhTVChIxBP2vUwcFh1apV9+7d+/rrr589e7Z3715zlAohZAAmyyBkDPpzjSYnJ+/bt2///v25ubljxoxZtWqVWYqFEKoLa4QIGUNtIBSLxSdOnDhw4MClS5c8PT3nzJmzdOlSb29v8xYOIUSFfYQIGQMTANasWfPLL78wmcxZs2ZdvXp16NChuNYEQu0Q1ggRMgYmAPz9999qtTo8PFwsFm/dunXr1q11z/vtt99avFp9TU3NH3/88fz5cycnp7lz5zo7O7eqyAh1VthHiJAxMAHA09NToVAkJiY2cJ5arW7xM1566SWNRvPKK6/cv3+/d+/ecXFxTk5OLb4bQp0W1ggRMgYmAFy4cMF4DygqKrp8+XJ+fr6Li8vSpUuDgoJiYmJmzpxpvCciZKkwECJkDEafdNvW1tbFxSU+Ph4AioqKiouLu3fvbuyHImSRMFkGIWPQHz7R5thsdnR09NSpUx0cHHJzc7/44otevXrVd3J1dfXq1at5PB6x27t376ioKPJVsVhMvoRaQCwWK5XKTjg5Uxsy74dQo+EB1AbDigppeXnH6yfEv+JWqq6uBgAluUAz0qXRaDZu3EjMvwMAWVlZlZWVjV7FPHr06I4dOy5evNjoqR4eHufPn+/Ro0eziiWVSqOiohYvXvzKK6/ExcWtXbs2LCwsJCTEcGmYzH79+pGzB3l7e/P5fPJVLpdL3UXNJZPJ+Hw+BsLWMO+HkM/Xzn2v0bCpux0F/hW3EpGuge9hAwYMGED8XAAADofTcPoLgSmXyysqKuRNaGcpKytrwc+QK1euVFRUbNmyBQCCg4NPnz7966+/fvbZZwZP5nA4UVFR9aWVstls/BJvDfYL5i5IB2beN5DL1W6r1Qw2u+MFQvwEthLx7uF72IAFCxaQ2ydOnCgsLGz0EiYA3L9/33jLTdjZ2VVUVJSXl9va2gJAZmZm7969jfQshCwb9hEiZAzM/v37f/PNN008283NrbkPCAsLGzNmzJAhQ8aPHx8XF1dYWLho0aLm3gQhBJg1ipBxMAMCAgICAoz3ABqNduLEiZs3b6akpIwfP3706NFYqUeoZXBAPULGYPSsUcKQIUOGDBlimmchZKmwRoiQMRh9HCFCqK1gHyFCxoCBEKEOA2uECBkDBkKEOgzsI0TIGDAQItRhYI0QIWPAQIhQh4GBECFj0M8aff78eXR0dFZWVo1uy8v27dtbvB4hQqhNYLIMQsagEwh37NixatUqjUbj4uKiN9dMa9YjRAi1CawRImQMOoFw06ZN48aN27dvn6Ojo7kKhBCqDybLIGQM2j7C8vLyoqKi999/H6MgQu0T1ggRMgZtILS2tra3t2/K0k0IIbPAQIiQMWgDIZ1O37hx4yeffCIWi81YIIRQfTBZBiFj0OkjLCgoyMjI8Pf3Dw8Pd3BwoL6EWaMImR3WCBEyBp1AeP36dS6XCwCxsbF652HWKEJmh8kyCBmDTiC8du2aucqBEGoU1ggRMgacWQahDgP7CBEyBv2ZZaqqqvbv3x8bG5udnc3hcAYNGrR48WJnZ2ezFA4hRIVNowgZg04gzMrKGj16dGpqqqOjo5ubW3FxcXR09Ndff33mzJmwsDBzFREhRGAwgMEAlQoAQK0GlQoYDHOXCaGOT6dpdMWKFWKx+K+//iouLn78+HFeXt6DBw9cXFzmzZun0WjMVUSEEAkrhZZNKqspLC41dyk6HW2NsKam5q+//tq3b9/48ePJg/369Ttw4EC/fv0SEhKCg4PNUUKEkBabDVJp7bZcDny+WUuD2lRqRs5PB47V1MhDAn3fmDuNRjN3gToNbY2wqqpKqVR2795d7wziSFlZmUnLhRAyBBNHLdil6/dqauQA8PRZalZuvrmL04loA6GdnZ29vf2JEyf0zjh58iSNRvPx8TFtwRBCBmDiqAWrrJKQ2+XiKjOWpLPRNo3S6fQ333zzk08+KSwsnDNnDpEsc+7cue+++27atGlubm5mLCVCiIA1Qgsmq9H+i1ZVSxs4E7UtnazRzZs3i8XiHTt2/PLLL8QRGo02bdq0PXv2mKNsCCF9mCxjwWSUf9FqiaSBM1Hb0gmETCZz27ZtH3zwwfXr10tLS4VC4cCBA319fc1VOISQHqwRWjAp1gjNRH9APQC4uLjMnDnT9EVBCDUKA6Gl0mg0csq/aJUEA6HpMCsrK/Py8hwdHR0cHNLS0hQKhcHzunfvTsNkXoTMDZNlLJWsRk4drV2NNUITYp46dWru3LkbN27cvHnzyJEjs7OzDZ4nlUqJhSkQQmaENUJLJZPpdPlWVmMfoekwhw8ffvz48cDAQAD45ZdfJPX00LKpf38IITPBZBlLRU0ZBYBqbBo1IaaHh4eHhwexM27cOPOWBiHUMKwRWiq9QIjJMqakM9fo3LlzHz16pHdGcnLy2LFj5fg3h1A7gH2ElkqqW8GXKxTyejI2UJvTCYTEqAm9M8Ri8cWLF3HSbYTaA6wRWiqZTP+fE/NlTKbxhXkzMjKsra051B+iCCEzwT5CS6XXNAo4gsKEmABw6tSprVu3AkBRUdG7775rb29PvlxdXR0bGzt27FizFRAhRIE1Qkslq/O7BrsJTaaRGqGLi8u//vUvnGINoXYCA6GlMlAjxBEUpsIEgMmTJ0+ePBkAJk2atGnTptDQUHOXCiFkGCbLWCq9cYSATaMmpDPF2unTp81VDoRQU2CN0FLVrRHiUEKT0Z9rNCcnZ9u2bbGxsTk5OV26dAkODl62bBmuTY9QO4HJMpYKm0bNSKeP8Pbt2z179vzmm2+qqqp69OihVqv37t3bt2/fw4cPm6t8CCEqFku7jcPMLAkmy5iRTo3w9ddf9/DwOHXqlJeXF3FEJBLNnz9/yZIlL730kkAgMEMBEUIU2EdoqXD4hBlpa4RlZWXx8fHffPMNGQUBwMHBYefOnWKxOC4uzgylQwjpwj5CS4UD6s1IGwj5fD6LxbKxsdE7w9ramkaj1T2OEDI97CO0VIaaRrGP0ES0TaMcDueVV175/vvvf/31V+rSg1u3bu3bt2+PHj1a85jMzMyjR4+KxeLg4OBZs2bh0oYItQzWCC2VgaxRqUyt1tDp+G1pdDp9hOHh4evXr+/du/f06dNdXV1FItH58+dv3769bt26n3/+mThn6NChzU0ijYmJmTp16uzZsz09Pf/444+pU6fiok4ItQz2EVokjcZAINRoNBKZTMDnmaVInYpOIPz4449LS0tLS0ufPHlCPb5582Zye9u2bc0KhCqVKioqatu2ba+99lory4oQwhqhRaqRyw0ubFBVLcFAaAI6gfDatWtKpbLhCxwdHZv1gLi4OJFINHLkyL179woEgsjISB4P/10RaiHsI7RIdTsICdXVUnAycVk6I51A2LVr1zZ/QHp6OofDmTJlyoQJEx4+fPjRRx/duXPHysrK4MkSieTDDz/k8/nErp+f39y5c8lXxWIxBtHWEIvFSqUS26Vbw+wfQoWCBVD751NdrSgvrzZjYVrA7G9g+1QsKjd4vLC4xMFWZ9xadXU1ADRaY+m0NBrNF198IZPJiN3U1NTCwsJGr9KfWYYgl8uJt5tka2vb4gyXkpKSM2fODBw4UKPR9O/ff9++fcuXLzd4Jp1Ot7OzIwcsuri4UL+1WSwWfom3BpPJZLPZ+B62htk/hHw+g9xWKukd7l/T7G9g+6RSG17wtUau/8uVWCMd38MGuLm5VVRUENtFRUVlZWWNXqITCMvKyjZu3Hjs2LH8/Hy9BmupVMrlcltWJgDo3bs3ANBotN69e6enp9d3MpfLffvtt52dnQ2+yuPxyGTrwBgAACAASURBVMoiagGZTMbn8/FPqDXM/iG0ttZuq1SMDvcXYfY3sJ2qp5ohVyj13i61Wg0A+B42YNWqVeT2iRMn9u3b1+glOoFw3rx5ly9ffvXVV/39/fXqf0ym4bpjo/r37+/m5vbw4cPBgwdrNJqHDx+uXLmyZbdCCGGyjEWqmzJKwHm3TUMb3qRS6V9//bVz587Fixe34QNYLNYnn3wyc+bMV1555dGjRzweb/78+W14f4Q6FUyWsUjUQMhgMFQqFbFdiWPqTUIbCOl0OgAEBga2+TMWLFgQGhp669atcePGRUREtLhyiRDCGqFFklIWI7S3tS4W1XZrYY3QNHRmlpk6dWp0dPTQoUPb/DE9evRo5dw0CCHAQGihqDVCJ3tbMhDiAhSmoVM527Vr1yuvvLJ48eLx48fb29tTXxo9ejRRZUQImRHOLGORqOMIHe1tyW1cgMI0dAJhdnZ2Tk7OxYsX9+zZo3dei7NGEUJtCGuEFom69ISDvXaFA5x32zR0AuH//d//yWSyPXv2BAQEcKi/PHHYCkLtA/XvEpNlLAa1adRGKGAxmQqlEgAUCqVcoWBTl2PuZP78E44f1//N1707vPeezlCiVtIGwvLy8mfPnp06dWrSpEltdnuEUJvCGqFFojaNcrlsKz6vXFxJ7FZVS+1tO2kgvHIFZs0CQ5OwQkoKHDzYZg/SdvsJBAIrKyscp4lQe4bDJywStUbI5XAEVtpZ6Dpz4uiVK4ajIAA8etSWD9IGQiaTuWLFim3btuEsdgi1W0wmkFlrKhW8GG+GOjYZZfgEl8OmBsLOPJQwL6/elxYtassH6U+6/ccff/Tq1Wvs2LHE1Gikd955B8f/IdQesNnwYkphkMsBp7C2ANQaIY/DFlhpW+aqGxxBUS6uKiwWeXd1s8h+RGogXLcO+vWr3fb2hgED2vJBOrHtiy++yM7OBoDExES989asWYOBEKH2AAOh5dFpGuVyrChrEDYwgiIjJ3/r7kMKhdLJwXbtkjlCgaV1bOXmarenT4fQUGM9SGdoYGZmpqYeOHYCoXYC82UsjN7y9FwOW0ipETYwguLGvTiFQgkAxaLyX/44qbK4hvL8fO22bhtlG8Mx8gh1MBgILYxCoSDWlAAANotFp9N1aoT1N42KyirI7bTM3EPRF41XSNNTKqG4uHabTocuXYz4LJ3WzoqKCvLfQ09r1iNECLUhnFzGwkh1x04AQBOzRsvKxdTdWw+euLs4jRjcr77zO5b8fCDDkbMzGLVrTufevXr1ysrKMngeziyDUDuBNUILQ51WhsvhAICgCX2EGo2GHGtIOnbuHycHux7dvY1QTFMzWbso6AXCTz/9tKqqitytqqq6fv36hQsXNmzYwLLElCSEOiIcSmhhqKPpeRw2AFhZUZtGDfcRiquqlUr9TkG1WrPvyJl/vfmak4Otwas6EGrKqEkD4Zw5c/Refvvtt//73/+eP3/+/fffN25BEEJNgzVCCyOrUZDbHA7RNNr48ImyCm11kM/jympq1GoNAEiksl2/HX9n6Vwup2PPi2nKQNh4sszrr79++fLlpKQk4xYEIdQ0GAgtjE6NkMsBACsej8zJqJbKiAinp7RM20Ho5+UxeWw4uVtQJPrn5gNjFddUqE2jrq7GfVbjgbCmpgYAKioqGj0TIWQCmCxjYajTyhA1QjqdRkREANBoNBKpgUphWYU2ENrZWkeEDwzto13zNSklw0ilNRlqjdDYgbChrFGlUpmamrphwwYul4vL6iLUTmCN0MLoTitTG/8EVnyJtHbehCqJlNpYSqA2jdrZCAFg3Iiwe48SiCPiqmrjFdg0zJYsYzBr1NraeseOHQKBwLgFQQg1DSbLWBipTH/4BAAIrHhFJbUHq6ql4KR/FXXshL2tNQBYC6zIIxWVHT4Qmi1ZRi9rlMlkuru7Dxw40M7OzrilQAg1GdYILYxMrjOtDLFBHUFhcChhablO0ygA8HlcciFDuVxRI1dw2B04278dZY0ihNob7CO0MHXHEYLumHqDIyioTaP2NrVr1AoFfDJAiiurO+4gCoUCRKLabQYDnJ2N+7iGkmUSEhL27dsXGxtr3CIghJoDa4QWRmdVXrJGqDPdqH6NsEauIKuJDAaDnG7bWqhtHRVXVkGHRZ1WpksXYDCM+zidQDhlypR//etfxPbff//du3fvqKio/v3779y507ilQAg1GfYRWhjdpSdq/3WtGmwa1e0gFJJjLajdhB06X8aU7aJADYQajebChQtjxowhdjdt2tSnT5/nz5+vX7/+gw8+kJHrviCEzAprhBZGb3l6YoPaR1h3bd5S6tiJF+2ioFcjxEDYZNpAWFFRIZPJunXrBgAlJSX37t176623/P39161bJxKJUlJSjF4WhFATYCC0MHrL0xMbOpPLGKgRUsZO2GoDoZBSI6ys6sBL25tyECFQk2W4XC6NRquurgaAM2fOaDSa0aNHAwCPx2MwGDigHqF2ApNlLIzBGqHudKN1AiGlRmhvIyS3bYTtawSFRAK7d+usrwsALBZMnQr9+zd0YUGBdtvUgTAwMHDr1q0bNmzYsWNH3759XV1dASAzM1OlUrm4uBi9LAihJsA+QgtjcByhsMEFKMrqjJ2ovYpaI2wHgXDRIjh0yMDxr76C+Hjw8an3QhPXCHWSZb788sujR48GBgY+fPjwP//5D3Hw+PHjjo6O3t6WsK4HQhYAm0YtTI2cOrPMi2SZBhepL9WZVqad9hGWlcGffxp+SSaD48cbutaU08qA3jjCyMjI1NTUuLi4oKAgorMQAIKCgvbs2UOn41r2CLUL1CXRFIr6z0MdgVyhUKlqBwqwWEzGi4ECHDaLxWIqFEoAUCiUcrmCTRkdr5c1Sm7rZI2au0b411+gVNb76tOnDV1LbU11d2+zItVHf9FfNzc3N934GxkZafRSIISajNpHiE2jHZ1uB6HOwkkCPo8cNV8lkdq/CIQajaZcrB0jaGujEwhpNNBoAAAqqyUajYYcWWF6Z89qt196CYYPh8xM+Omn2iMNB0JqjdAE/XL6gVCpVD569CgnJ0eh+1Nz+vTpDGOPaUQINQG1aRRrhB2dwWllCFbUQFgtsX/RFyiukqhUtUvyCqz4bEoTAZPJ4HG5xGzdarW6SiIV1pmt2zRUKjh3Trv773/D0KFQUKANhAkJoFaDwaZGuVw7rQyTafRpZUAvEN68eXP+/Pmpqal1z5NKpRgIEWoPMFnGkhicVoagM7kMJV+mglIdtKdkyhCshVbkshXiympzBcJbt7TBzN4eBg0CAHBxAScnKC4GAJBIIC0N/PwMXJuXV1upJS4xQeTRCYSLFy+m0WjHjx8PCgpisXRma+Xo/lRBCJkLJstYEt1pZXS+ZgX1jKCouwATlbXAqqCoNgSJK6vdXeqsW2ESZ85ot196SRvMgoPhypXa7adP6w2EJBOkjAI1EFZVVSUlJUVHR0+aNMkUT0YItQiOI7QkuosR6vcRktvUMfUVlY3UCMltMyaOUgMhNc8kJEQnEE6dauBaE08rA9ThE2w2m8ViCYX6vy8QQu0K1ggticFpZQiCekZQlFcYzpQhtIfE0exsePKkdpvBgLFjtS8FB2u34+MNX27isROgFwgXLFhw4MABUzwWIdRS2EdoSQxOK0OgzrtNTRMtF1MWYKpbI9SZZc08gfDUKe320KHg4KDdDQnRbteXOEoNhKZuGgWAcePGrV27duLEiZGRkV26dKG+hFmjCLUTWCO0JDrJMlydGmEXR+2K6MlpWeQ2de60un2EwnbQNFpfuygA9OwJ5ACPpCSQy3U+zwTTN43qBMJ33nknJycnJyfnr7/+0jsPs0YRaicwEFqSBsYR+nRz57BZNXIFAJRVVBYUi1ycHEBvSV5bG70bmr1pVCrV9gICgF7OiY0NuLtDTg4AgEIBz5/r1BEJZg6E165dU9YzEwBmjSLUTmCyjCVpYBwhg8Hw8/KMf55G7CYmZ7g4OcgVSnJuUiaTIagzOsLsyTKXLoHkRYdm167Qo4f+CSEhtYEQAJ4+bSQQmqFptGvXrqZ4JkKoFbBGaEmk9Y8jBIAgfy8yED5Lzhg1pH+Z7kqEdeeNsRZoQ6NZaoTUdtEpUwycEBICZJujwXwZ0yfL6M8sAwDx8fGPHj3KzMzk8XiDBg0aPHiwKQqCEGoaTJaxJA2MIwSAIH8vcjs5I1uhUOq2i+pnygCAFZ/PYNCJ+Uulshq5QsHWHRRubNQJZQxO0ElNHK2bLyOTQVlZ7TaLBY6ObVs6w3QCoUwmi4qKOqS7bMawYcP+/PNPZxPMcoMQagKsEVqSBvoIAcDZ0d7BzkZUVgEACoUyNTO3QkzJlDEUCGk0EFpZkZmllVUSBzv9fkTjiYuDzMzabSsrGDnSwDkNJ47qTStjmuUedB7y3nvv/fnnn++///7jx49LSkoSExO//vrrJ0+ezJ07t/VPKi4uPnLkSFZWVuOnIoTqh4HQkjQwjpAQ6NeN3E5MSaeOnaibMkrQ6SY0bevo6dPa7TFjgMs1cE5wsHaimbQ0qNYtoOnbRYFaI1SpVHv37t2yZcv69euJIw4ODoGBgT4+PtOmTcvKymplD+Kbb7557ty5n3/+uU3CKkKdFq4+YUl05xo1kJMY5O99414csZ2YnEEdU2FfXyAUmC5fJjUVYmO1dbgjR7QvvfSS4Ut4PPDxgeRkAAC1GhISIDRU+6rpBxECNRCWlZVVVlaOGzdO7wziSGZmZmsC4aFDhzgcTmBgYIvvgBAiYI3QkshqtAuI6I0jJHT36Uqn09VqNQAUFJXIKf/kBptGAcBaSMmXMWYgPH8eIiMNLzpIoxnuICSEhNQGQgCIj9cJhKZPGQVq06i1tTWHw3n8+LHeGXFxcQDQmj5CkUi0efPmb7/9tsV3QAiRcPiEJZFSmkZ5hmqEPC7Hy7M2IGg0ICqjLslrOBAKqZPLGLNp9Jdf6l16t3dv8PCo98IGugnN3DTKZrNffvnltWvXcrncWbNmsVgsjUZz6dKlN998s1evXgEBAS1+xqpVq95//329qWoMkkgkGzdu5PFqJxYKCAiYM2cO+WpVVZVYLK7nUtS4yspKtVrNrjuRA2qy9vAhVCgAoPYbUC4Hs5enWdrDG9h+KJRKcmVBJpMhkRgOWj6ermmZuXoHaTSgg8bgm8lmaSc/KSktM94bnpNjBWB4opUZM2Ricb0/03x8WAC13/OPHinFYu1MqpmZPIDaNFc7O6lY3LwlNzUazZdffln9ouMxNTW1sLCw0at0ska3b98+fvz4uXPnLliwwMnJSSQSyeXyrl27/v77780qCtXp06cLCgrmz5/flJNpNJqtra1AICB27ezsmExtCRkMBnUXNRfxBuJ72Brt4UPIZGonqVIogE5nmiazrk20hzew/ZDJtd/yHDa7vncm0K/bxev39Q5a8Xk8nqFcFAAboYDcrpbIjPeGi0TaYYzjxqmIb246HQYMUK1YoabT631uz57aCxMTdT4SBQXaT7O7O70FhXdwcOC+yNIpKioqLS1t9BKdZzg5Od25c+fEiRPXr1/Pz8+3t7cPCwubPXu2lZVVfdc3aseOHSKRiOhoTElJ+eyzz0Qi0erVqw2ezOPx3n777fqaYXk8Hp9vnkUmLYNMJuPz+VgjbI128iFks7VpMiwWvwPN+9RO3sB2olpKWYOJy6nvnfH38bLi86grMQGAg61Nfec7OdhTHlFjvDe8pES7/dtvDMqYPwZAQ98zvXoBm13bsJ+XR5PJ+PYvikytv/n4cFpQ9rVr15LbJ06c2LdvX6OX6AdbFos1a9asWbNmNfvh9fjvf/9b8uLdWrZs2eTJk+vm4yCEmoUaCOVy6ECBEFE1sDw9FZ1OC/Dt9vDJM+rB+jJlwFSzrCmVUF5eu81ggJ1dg2frYrEgIEC7VFN8PISH126bfqJR0AuEV69eFYvFegvz3rhxQyQSTTE4VU4T9OnTh9wWCoXBwcGYO4pQK+lNLoOriHZQDU8rQxXk76UXCOvLlIE64wg1Gqg7E1vriUSgVr8ojD00d1GGkBBtIHz6tDYQSqXa4Mpm66zfZFQ6fQtvvvlmYmKi3hkVFRVz5syRSCTQaj/99NOYMWNafx+EOjkcQWEZGp5WhirQz0svmNVdkpfEZrE4L+6mUqkkUml9Z7ZGcbF2uwUToRlcoVdv7IQx4rdB2kAok8mePXs2bNgwvTOGDh1aXV2dTA76aIWwsDAXF5fW3wehTg4DoWVodFoZkq21wMVZJ9o0UCMEABvjt45SA6GTU7MvNziCwiztokANhBKJRKPR0AyFYBqNVllZWfc4QsgscCihZaAuPWFwECEVdQJuaCwQ6q5K2AbteXVRM2VaGQjJNlLzB0I7OztHR8ezZ8/qnXHu3DkA8PX1NV2hEEINwhqhZajR6SNsJJ07yM+buttA0yjodhNWGr9G2IKmUW9vIIcjlJbWjqM3y7QyQA2ENBpt8eLFn3322VdffVVeXg4AUqn0wIEDK1asmDRpkqspC4UQahCuxGQZmt5HCAC+Xu5sdu1Icx6XI2hwYIHQ+OvUt7JplE7XWbOXaB01y0SjoJcss3nz5okTJ7777rt2dnY2NjZ8Pn/+/Pm+vr67d+82XYkQQo3BplHL0MDy9HWxmMxJEcPodBqdToscM7ThRBITzLstEmm3W7ZqILV19NAhOHIE7t3THjFlINQZPsHhcE6ePPnPP/+cP3++tLRUKBSGh4dPmjSJ0dzEWISQMVFXWsVA2IHk5BclpWb6eXt2c3eBJo8jJI0a0j/ItysAuHRppApmgqGERUXa7RbUCEE3cXT3btCrcLm7t6hYLWJg9ppRo0aNGjXKdEVACDUTrsTUEWXlFnz380GFUkmn0994bWpwd5+mjyMkCax4TTnN2vhNo9RkmZbVCHv2bOhV8yTLIIQ6CkyW6XA0Gs3hU5cUSiUAqNXqfYfPFIvKpM3pI2yWJtYIb95/8uEXOz7/YX9+UUl959SnlVmjABAWVu98NK6u0L17S+7ZMjj7LUIdDwbCDudubHxmjjYVRCqr+fm3k2qNmjzSxoGwCSsxlZWLD0VfUKvV5eKqY2evrIia2axHtDJrFABsbODSJdi+HfRG59nawtq1YMpJkTEQItTxYCDsWGQ18ujz1/QO6lXCGk2WaRaBFZ9Op6nVGgColkpVKlXdVI8b9+PULyZJS83MUanUDEZT2wg1mjaoEQJA3776XYNmgU2jCHU8mDXasfx15VajGSuNjiNsFjqdRo6v0GhAXKU/pl6lUt968ITcVSiUuQVF0GQVFdoPnlAIXMPrQXUY2kCoVqsvXryYnZ1txtIghJoCa4QdSLGoPObWQ3J37PCwru4GZppsdGaZ5mq4mzAuMVkviSY9Ow+arE2qg+2HNhCWlZWNHTs2KSnJjKVBCDUFDqjvQP48e1mprF2G3s7WesKoQYtfnSLg6yR/0ul0FquNO6oa7ia8fvex3pGM7HxoslaOpm9vdKZYs7GxEYvFZiwNQqgpsEbYUcQnpcUnpZG70yaMYLNY9rbWC/9vMp2u/frlNW3sRLMI668RFovKk9Oz9M5vcSBsWaZMu6L9l6DT6WvWrPnqq6+qq421kCNCqE1gIOwQVCrVsXP/kLt+3p59QwKI7e4+XadOGEG+JBS0/SLyDQwlvHYnVqPRP7+ktLyyuqnTc1tYjVCnMs7lcjMyMnx8fMaOHevm5kb9wfLf//6XycQUU4TaBUyW6RBibsUWlZQR23Q6bWbkaOqro4b0Ly4pu3b3EYNBHzc8rM2fXl8foUKhvBMbT+4yGAyVqrblNiM7v2dgk9ZXsLA+Qp3Y9scff8hkMgCouwbF5s2bMRAi1E7gFGsdwvV7j8jtoQN6u7voR4zZUyJGDxvAYbONUyPU3pNaI3z45JlEKiO2BXxe72D/G/fiiN2M7LwmBkILaxrViW1xcXHmKgdCqOmwabT9Ky0XF4vKiW0GgxEZMdTgaY72tkYqQH3zblPTZAb17+nu4kQGwvQmdxNaco0QIdQhYCBsimJR2b4jZ8srKsePHBQe1sfET3+eps1G8fZ0teI3aY7QNqTTNPqiRpiTX5TxYoIbGo02NLQXgHYZi6ycfLVaQ6c3uLAFAFh2HyEAiESi/fv3P336tKKi4ujRowBw5swZPp+P03Aj1H5gH2FTnPgrhpjV7OiZSyEBPnYNLune5qiBsLtPV1M+mmAtFJDbFZVVZy/d6Obh+uDJM/JgoF83oj4qFPArqyQAUCNX5BeV1G3CrcuSm0YTExPHjBlTUVHh6elZ8qLqGx8f/8svvzx//twcxUMIGYA1wkapVOqk1ExiW63WxD1LGTGonykL8DzVzIGQy2GzWSy5QgEASqXq3D+39E4YNrC2luzl4frkWSqxnZGd19xAaAE1Qp0p1pYtW+bu7p6amrp3717y4Msvv5ycnJybm2vqoiGE6oED6huVlVtQI1eQu9TBfCZQWFxaUVlFbLPZLC9PEy4yS+HsWM/iDgC21sKQAB9i27urdsWjJnYTWlgfoTYQSiSSa9euffLJJy4uLjTK4sdeXl40Gi0nJ8ccxUMIGYA1wkYlp2fr7VLjorElpWWS237dPMy1tvn0l0bZUBpIqYaE9iIHyHl5agNhRhMmWpPJoKo2ygObDUJha8tpdtqmUZlMplar7e3t9c4Qi8UajYYaGhFC5oV9hI1KydAJhEqlKik1s1eQn2mebvZ2UYK/t+d/3ltaWFKamVOQmZOfmVOQW1CkUqndXZxGDtY2FHd1dyGXqigqKZVIZXxeQ7No63UQWkBw0AZCOzs7FxeX8+fP9+/fnxr2/vzzTzabHRQUZI7iIYQMwBphw1QqdVqmfm9OfFKqaQKhRqOh1ke7+5otEAIAjUZzcXJwcXII6xsMAEqlqqKyys7GmpoaymGz3Lo45eQXAYBGAxk5+T38vRu4p4V1EAI1ENJotFWrVm3ZsoXL5Xp7ewNAbm7ukSNHPvzww0WLFgktoPaLkKXAPsKG6XUQEp4mpWk0pqi+5OQXkSPWeVyOu4uz0R/ZZEwmw8HOpu5xL09XIhACQEZ2I4HQwjoIQS9rdN26dXl5ef/617+I1Ro9PDwAYMqUKV9//bV5SocQMgRrhA3T6yAkiCurc/ILPd26GPvpeu2iTRmWZ3ZeHq7kQPtGuwktuUYIAHQ6ffv27atXr75w4UJubq6dnd3w4cPDwtp+EjyEUGtgIGwYtYOQxWIqFEpi++mzVFMEQsrCDuZtF206auJoZk5Bw1VnCxtECAZnlunevXv37t1NXxSEUBNhskwD1Gp1Wpa2TjNycP8LV+8Q2/FJaRNHDzHq01UqdWqGNsfejJkyzeLkYG/F51VLpAAgkcoKS0QuTg71nWx5TaM64whnzpy5YcOGf/75h5h6GyHUPmGNsAGZOQU1NbVvirXQatRQbfZfVl4BObzPSDJy8snuSWuhVRfHesNJu0KjQTcPF3K34bUJLa9GqBMIra2tf/jhh9GjR9vb248dO/azzz67d+8euUIHQqidwGSZBlA7CP29PYVW/K7utV/xGg0kPk836tOfp2pHEAb4dutAQwu8PLSj/hvuJrS8PkKdQLhnz56SkpI7d+58+OGHALBly5aBAwc6OjpOmzZNqVSaqYQIIX1YI2wAtWXS39sTAIJfTKECAE+NPMXMc+rACW9Poz6rbVG7CRuuEVp40ygAMBiMgQMHrl+//vz58zExMZMnTy4vLz9x4gQGQoTaDwyE9VGr1amZ2kDo5+UJACGUQPgsNVOpNFYrl1yhoNalOkoHIaGbhyvZhpxfVJJEqdrqsfAaIQBkZGTs3r17zpw5rq6uAwcOTE5OXrFixbFjx9jUvzyEkFlhskx9svIKtV10AitnR3sA8HDtQs40VlMjT8kw1oSRaZl5ZJR1tLexNzRir93icTldnGpnFlOrNT/u+/Ofmw8MnmnhfYRDhgzx9vbetGkTi8X64osvcnJyEhMTt2/fPm3aNHJWOoSQ2WGNsD7JadqWST9vT6KGQ6PptI7GJ6Ua6em6Sy91M9JTjGdwv57ktlqtPnb2nwNHzyp0mwNVKigrq92m06HOpJwdkk54y83NZbFY/V5wd3c3V7EQQg3AZJn6pOhmypDbJugmVCiUicnaTJyO1S5KGD1swMvjh1NnALj7KOG7nw+WiyvJIyIRqNW123Z2wLSIxd11AuHTp0/Pnj3bo0ePAwcO9OrVq0uXLrNnz961a1dGRoaZiocQMkCvRthwaoMZlYsrUzNz1eQXp5Gp1erULO0Uo9RAGOjbjfXiO7uktLywuLStHlpWUXnj3uOdB46v++QHcpYyGq1DBkIAiAgfuHTedB5X2/ielVvw5Y+/5hbUtodaXqYM6A2oFwqFERERERERAJCdnX3p0qWjR48uXboUAKRSKZfb0HzkCCGTodGAydQolbW/3I+fu7H2jZnmLVJdj+Kf7z18WqVSd/NwXRE1k/rdaiRZeYXaEYQvOggJbDbL39sz4UWN7eaDuGkTRjb9zmq1WlQmLhKVFpWUlZWLK6sl4srqyipJZVV1lURa93wXZ0ehgN/y/xOz6uHv/e6y13b9dqKgSEQcEVdVb//fkZULZ7m7OFleByEYnFlGKpVev3790qVLly5devjwIQB4eHhgHyFC7QqdoQQli9hOSslNycjx8/Iwb5GosnIL9h89q1KpASAzJ//HfUdXRs3icIybc2ewg5AUEuhLBsIrNx/0CvTzbewdS0rNvH73cV5hiaisolkjqkcM6tv0k9shJwe7d5bO3X/kDLlyfVW1ZPuewysXzS4u1lYDLbNG+N1330VHR9+8ebOmpsbBwWHkyJGLFi0aPXp0QECAucqHEKorv6iEThcA1AZClYp59vLN1Ytm650mFkNycvPuzGJBjx6t7fgpF1ft+vUEOcMnAGRk5+/49fiy+dNbdV+AzJx8prx5TAAAIABJREFUWY28u09XgyukUqcY9a8zhm9gnx4Xrt4pq6gEALVas//Pc+tWzK+vnqpWq09duH7p+l2NphnFs7e1Dg7w6RcS4NehRhAaxOWwl8ydevzcFTJ3tEoi3b7nsC1rPkDtYkSWWSPcuXOnh4fH5s2bIyIi+vbti7VAhNqn2KfPGYze5K5KRU9Oy0rNyKFWce7fh4gIqKho9s379IErV8CmpZn/coVi16/H685klpKe/fNvJ6ZEDG7ZbauqJQdPXnickAwA3l3domZPsre1pp6QmZNPHRfh561f2+Nw2K/NmLj9f0c0Gg0AlJZVHD1zed6MiXWfVVkt+d+h08mUFNAGMBh0Lw/X4ACfkABf1y6WEhkAAIBGo01/aRQAUGPhzTsJALUrMXC4kvjnBXK5gsNhW/G4fB6Xx+PyudwOseAGlU4gfPr0KYPBMFdREEJNFPs0ic4IIXfVKgYAnL18cxWlUvjxxy2JggDw6BFs3Ajff9+SazUaOHD0XHZeIXlEwOeRvWjPUjJVStWKhbOa+z3zOCH50MkLldUSYjc9K+/zH/bPnT6BXGg35vbD4+diyNZLoYBvcJLP7j5dRw3tf/n6fWL3bmx8cHeffj11WrzSs/L2HDxFzZMk2AgFzo52zo52Dna2NkIrgYBvIxQIBXwBn9/hvvebZfpLo2g02uUbtW9aRQWLfOlR4p0d+/XHGtJo4OLsGBLg2zPQ18vT1WDdvb3RCYTEp7O6ujopKSkrK4vP5/fr18+x1bVfsVh84cKF9PR0Nze3l19+2crKqpU3RKgzyy8sKSgSMRjaLiuVigEAzymVQpkMLlxo+SN+/BGWLIGQEP3jVdUSWY3czsaawTDcXHTm0vVH8c/J3V5BfnOnT9i25zCZTpmckbP38Jmo2ZFNjIUSqezI6Uv3HyfWPf7L7yeGh/WbMGrQ4VOXYp8mUV8N7dOjvq/fyRHhSSmZZA7koegLPt3cba0FAFBWUfkgLvH0xRvU7kBba+GcaeN9uroZu4OzPZs2cSQAELFQKuGRx3lWBhKFNBrILyzJLyy5cPWO0IofEujbK8gvyN+7vs9Me6ATCDUazZYtW7788svq6mriCIvFWrhw4Xfffcfj8Qxd3iTDhw93d3cPDg7++++///3vf9+5c6dLF6MvCYaQpSK+9Ol1AiEAnPvn5sqFswHgyhV48UcMAgE0sZc/La12rLRSCatXw+XLAADl4qqU9Ozk9OyUjOyikjIAYDDoTvZ2Ls4OLs4Ozg52EplMXFldIa4qF1c9T9POy+Xu4jR/ViSHzVqxcNbW3YfyC2vz7h/FP//ul8pF/zfFzkbYQGFKSsufJqVdvHq3vvUiNBqIuf3w+r3H1LhFo8HIwf1fHje8vtsymYz5syK/+ulXYpy4RCrbczDaxckhOT27pLRc72R/n64LX5kktOqo+Z9tiIyFUon23eDxDARCqspqya0HT249eGItsBrUP2TIgF4O7XK2HZ1A+Pnnn3/00UeTJ0+eM2eOm5ubSCQ6c+bMnj17ampq9u7d2+JnXLx4kahWajSaQYMG/fbbb2+//XYry41QpxX79DkAMBjawXlqVe1v7aTUrNTMXN9u7qdPa8+fNw9+/LFJdz55EqZOrd3+5x/Y/HE6jX+5WFSmd5pKpS4oFhUUiyC+3lsJBfylr03jsFkAIODzVi6c9f0vB4k4CgAZ2flf/LB//qzIIH8v6lVKpSo1Myc+KS3+eRp5MonBYLw0ejCLxTr591Uy+FGjII/LmTt9Qu8e/g3/b7p1cZw0dtjxc1eI3fSsvPQs/cUWaDQYM2zg5LHDMFWCNG3iSCaTcfAXbSD09GQH+Hbj87hSmUwirZFIpRJpjURqYBU/cVX1+Zg7F67eDfLzGhLay93Fmc/j8LjcdtJuqg2EGo3m22+/Xbly5bZt28iD06ZN69+//8qVK7/44gtnZ+eWPYNsXKXRaDweD7shEWqx/MKSgmIR6NYIPVzca6C27fHc5RsrF84+e1Z7SWRkU2/+8sswcSKcO1e7+9UXjnPfrGKxGrzGEBaTuWTOVDtKMou1wGrVotlbdx8qFtXWuqok0p/2/zlh5KAJo4aUiysTk9MTnqcnpWaSM4Xq8XB1fm3GRHcXJwDw7eb+v0OnSkor9E5Y9H9TnBxsm1LCUUP6JzxPS0o1nA7D5bBfmzGx0YDaCU0eG85maPNo31812bNOeqxUVpPwPP3Js5SE5+lSmc68RxqNJiE5PYEy/w6Py+HxuM4OdgG+XQP9vNxdnM0SGmmaF9nBpaWlDg4Od+7cGThwIPWMyspKa2vra9euDRs2rJUPO3fu3Pz58+Pj4+uLqUKhcO7cuWQzbM+ePWfO1A4TLiwsxDbV1igrK7OyssL501vD7B/Ci9fv/3PzIQAc2/9/edm1iZF79mU/fH6IPCe879RXZtZmkfB4kJ5eyeM1dRDA03j5iBH2SkVtNSh02O2wEdfJVxkMuoDPq6isrudqAAAWizkrclRwd++6L0llNb8d+zs9p4B6kJpNYxCdTh8e1nv0kH7U39CyGvmJv68+eVY7WdqAXoGTIoawmjPsQ1xVvXXPUeo3NZPJ8HTr4tPVbUCvAGtBO01lIPqtzJhp4exsTc7qV1AgbqDTTKVSZ+QUxCelPU5MkdU0aUpcAZ/n6+Xu7+0Z0t2bxWrJIB6iRlfxIk8sNTW1pKTk5s2bDV+lfRJRV8vJydELhLm5uQBgbW2tf2kz3b9/Pyoq6vfff2+gZkmj0aytrQWC2nnim/KVrVarJdIaiUwmldYoVSoel8PncflcDpvd/N+xCLV75DyZdErTqIOtg283t9TM2va973/MA6gNhMOHK3k8jVyhLBKVFRWXllVUWgsFnm7OXRztqOl8KpUqJ784JTP35v0nvfoPfng7lDj+8FZojz6JPYNZXp6u3p5u3dy7sFhMuVxRJCorLC4tLqsor6jkcjjWAr5QYGUt4NtYCxxsrev7CuNxOZNGhz3PzL9w7T4571p9UZDBYHh5dOnu3TUkwNu2Tm8il8P+vykRwd1T07Py/X08g/yaPcO1tcBq/owJ56/eBRrNy8PFp6ubp6tzy758O4/KShoZBa2sNA2njjAYdN9ubr7d3CaOGhSXmHL38TMyZ6o+VRLp44SUxwkpl67fnzp+uJ9Xs+e7ptFoVlZWZIO2lZWVSCRq/CoNZbxoRERESkrK8ePH+/atnRYhMzNzzpw52dnZ6enprWnSfPz48YQJE3bs2PHyyy83cFqXLl2ePHlSX6TMz893da1dQzk+Ke3UhWuisor6fmgwGAwrHtfTrUvPIN+egX7Wwnb6+86USktLBQJBW9UIyyoq7z9OYNAZtjZCOxuhvZ21tcCqQ6RKtwb1Q2h6eYUln27bS2yfPjwjI7m21nX6NAQG53z3y0Fi99iB/8vLqq0sTn/1Xki/2NJysd6tuBy2d1c3b083oNFSM7LTs/Llito2Sbmc/duORdWVtb9HJ0xQ/fBDU//2aTRwd4cGPmLEG5icnr330GlxlYGapa21oEd37x7dfQJ9u3XmRM36VFVVAQBZWzCxtDTw9a3d7tYNmjsLdU5+0c37cRnZ+dVSmVQq02s4rWtg3+DpE0da8VueqnnixIl9+/YdP3684dN0fv5s37595MiR/fv3DwgIcHd3Ly4uTkhIYLPZJ0+ebE0UfPbsWWRk5LfffttwFGw6pVK19/DphuvaKpVKXFUd/zwt/nnaoeiL3dxdevXwC/TzsrURYg5Y66Vl5u789bherziDwbCzETo72nVxtHdytHN2sHewswbQCY0KhUKpUqlU6hq5HADoNFo3T1d2C7qhOqWHT56R2zbW2ilR5HLw9fLoE9z9UfzzGhm3IEe71LjQwUAUBABZjTwxOSMxOaPuS2y2fMjoqxdOvkTs/vUXg/zuawprazh0CCZMaOgcf2/P91fM/9/h08RiEXQ63aebew9/7x7dvYleQNQ+tXJJXg9X59mTI8hdjQakMllFZVVKRk5SSubztCy90Hg3Nj7xefr0l0YN6B3U8kI3gU4gDAwMfPLkyY8//hgTE1NWViYUCtesWbN8+XIfH5/6rm+KqVOn0un0Y8eOHTt2DADGjRv3+uuvt+aGKpVKrlA2ft4LGo0mIyc/Iyc/+vw1AGAwGNZCK1trga210N/bs2eQHzGKCDVRfFLanoOnyAoESaVSlZSWl5SWJzxPN3ihQSwm09/HMyTANzjAR2+uEKSHyBclONprGzmIJQkXvjIp9unzH3dUqNW17UIOziVCGwNRsGE8Lmf9ey6SErhxoyWFFIthwQJISgLbBtNWrIVWqxfNTkhO16g1vl4eJpiSG7Ve2y49QaMBn8fl87iuzo7hA/uo1erMnIL7jxOv33ukVtc2VVZWS/YdOXP1TmzvHv69gvycHOxa+1RDtIGwqKgoKSnJ2dn5gw8+2LRpUxs+46uvvpJKtd0Avs36eWkIh8OOHDP0zKUbarWaRgM+j2fF5/J5XBaLJZFIqyUyiVRW92uapFKpysrFZeViAIh9mnTk9MWu7q69e/j1CvInF2hG9bn3KOG3438Rkym3CYVSmfA8PeF5OpwCty6OI4f0H9y/Z+OXdTJqtSY1M6eopHbxIAaD0cVJ++uNCIR0Or1/r0A5ZUYUL7/aGZPpdLqTg62rs6ODnU1hSWlGVl7dnjlba6G/j6efl2fvHn5WfN62bRAaCs2ZaFqrqAg2bWp8bhoajRbcvVU/spGJGXXpCTqd7t3Vzbur28B+wX8c/5uc9ABeDHE58VdMFyf7noF+fUK6d3N3acNHMwFApVItXrx4//79RH+ht7f3yZMne/Zssy+jSZMmtdWtSONGhI0Y1FepUtXXfKxQKEvKyp8kpj5JTMnMzW9g5lyNBjJz8jNz8qPPX3N2tA8J9Anp7uPTzaM9z4NgLlduPTx29jL1zewbEqBQKssrKssqKqsbzP1rirzCkt+P/11eUTlx9JBW3qpDU6nU+UUlWbkF2XmFJaXlJaUVZRVi6o+PQL9uVbna3gpykXqVCv76S3ufjesD/bo7E+3Ver0bRSWl6Vl5WXmFGo2mq7uLn5eno73OSOe+fWHPHvjiC5A2+V9VJoO8F+Px6pubBnVorWwabaJu7i7vLpt36frdv/65Tcx7QCosLi0svnvx2t1pE0eOHjqgrZ7IBICff/553759Y8aMmThxYnZ29q5du+bPnx8bG9tWzzASDofdQGMKi8V0dXZ0dXYcNyKsorLq6bPU+KS04tLyCnFVAz20RSWll6+XXr5+n8flBPl7BQf49g3ujolkAKBSqc5evnk+5g55hE6nzZoUMWygdupnuUJRLCovFpUVlZQWlZQVlpRWiKv0fk8wmUwWk0mn07kcNgCIysr1RoMBwLl/bnV1d6EuKd5JZOcV3n7wNCu3ILegWO/vX0+/kIC4W9pdMhDeuqVtvLK3h8iJNgzG/7d351FNnWkDwN8QQvaNhJAgS1hkrUBVBKSC+0KpztCiVlorHqe2WurYGbGd6Rlbx/lmaG3P2Jlzpqe17Zy6TUfrOOp0UNwKKIICyiIgyBb2JSFkJ9v3x2XSCIgsgcuF5/dX7k0gT/SSJ++b932e4Qt5iISuIqFr9PyRMtXWrWjr1jHEbzCgefMG+l2YTOjNN1FODprpy6dmF/tEON6N5aNCJjutToiJDAs6ffFKVW3j0AfcvFPq4ESYlZUVGxubnZ2NLfmLjIxMS0trb28Xix059sQRl82Ki4qIixp4yzYaTb196j6Vul7WWlpZ2yBrsw4ZMOr0huKy6uKy6guXc1YvjVm8YN6gD9RGk6musbVb3qtQ9il6++RKVa+yz2AwspgMJpPOYtA5LCaTSce2c9BpVAaNSqfTWEw64ZZWGo2m/KKyK7mFWP8aDJlMfi0l8dlnHqvc5UKhzBG7jXWxQ3tnT0V1XfnDurr/tTK3Wq3fnvlh35uvCF1HtTmaKPpUmupHjW5CvtRzmHWnOQUlZy5eHU3THwadFh46135lpm1F+3/+89PJxEQ0xbUrqFR0+DCyLYnLy0OnT6ONg3tDAQKb4q68IiF/97YUeW9fedWjsqramvpmWyEhxy6qckYINTY2JiUl2d6dV61ahRBqaGiYMYlwEArF2U3AcxPw/KWeK5cs6lNpyqpq7z+oeVgnG9p7s7dP/c/zV67m3lm3LDYqMszQ319RXVdaWfvgYd2wJTBsBfKfhEwm8zgsHpct4HF4XDaHxWSzGBw2i81kcNjMabVkwNBvvFl4/2renUHL3KkulB1bfhY89p1bw8JKVq5YElVbL/vLN6exXKjV6Y+e/Pc7O7fMgAWlFovlwcP6W3dLKx7WY68uLirixcRl9jMNl38suJCdO/LvYTMZAleuu5tgaex8GvWxXTC2EaF9Ihx9QRkHWr8eJSYiW12bX/0KPf88gjL7M8bUTI0O4srjxMc8Gx/zrE5vqKxpqH7UyGTQVsVHO/ApnBFCOp2OwfhpRwFWs0Crfcob+ozBYTOx8aLB0F9Z24DVOVSpH3v5PQrl8bNZF6/kqTTaCa4TMZvNPQplj0L5aLh7XVworjwOn8vmc9k8LsddyA/w9ZriIhc6vaGqtqGiuq6s6tHQsoEsBv2Nrck+w41pJijA12vDmnhbBciW9q5//Dt760uJDn+iKdOjUN68U1pQUt73eCmWm3fu1ze1pG16QSwSIITOX87Jzikc9LM8Dst7jth7jljiLhS68oR87qAaEUMToUyGyssHzpDJaNUqh7+gUTlyBF29OjBIbW5Gf/wjOnQIn0iAwzl21ehY0WnU+fOCBrXNcoiBz6Stra1FRQNtpVQqFULo4cOHXLvWnLOhTy+V6hIZFhgZFmi1Wpta2otKq27eKbVffdrbN3wVfAfq7ze2d/a0dz5WCkHiLgz29wny9wnw9aI6qGKOxWK5dbesua3TheLs7Eym06hOTk5Wq7WypuFRY/OwyZ5CcV68MHx1fPTkVSdYHrewsbndtlvuzr0HUk9JfMyzk/R0k8dqRTm3i89d+tFkGn7ZZWtH98d/O/5S0nJZS0du4T3beRcXyqb1q4L9fZ76j2yfCLGL9OJFZJtZjYtDgmH68U2FgAC0Zw/66KOBw48/Rlu3osBAfIIBjjXFU6NThmS1WoODg6urq0d+nE6no9Fokx3N6CvLTI0+lebSj7dv3ikdOmWKEOJz2QG+XgI+l89l87hsVy6HTqdqtHq1RqtSa9VarUaj0+oMOr1eqzfo9AadTq9UaSaytJJMdmIzGSwmg8NmspgMFpPuJXEPDw0Y5fyhrbKMSqP9+h8XsL3Mo0GluixZFLk8biGbNem1CAz9xk8+P9HWOfDJk0x2ilsY4evtIfXyGLSsERejuQh1esOJs1lYL/VBXFwo/U8oKo0QotOob7ya7OczqrJSf/oTeu+9J96bmYkyMkbzayaFWo2Cg1FLC24BgCmgUDxlq+h0MIbKMgcPHuztHdyIaxAK8b+qGQcOm5mStGLFc1H/vZ5fWFKBfcEjFgnCQwIiQud6eYiHrnrhsp+yN7/faJT39mH7DXqVKpVGq+xTqzRalVrTp9KOsP0RIWQ2W3r71L19atT200k6jbowImTxwnBPyahWcTU0t3118vzQBtzDYjLo8dGRCbHzJ1LlaEyoLpQdWzYc/vw4trjXbLbkFJTkFJQghNgshq+XR/Bc6TOBfvzpuvW+qaV9aGMEOo06f15w7MJ5YjfBP89nF957MPQHWUzG7m0vjfI/ESFEHfHb5ERcZ5RZLPTRRyg1Fc8YwKSiUBAX/8+lDkMaumASR9NtRGhPrlA2NLd5ebhPUmkDjFqrw3KkvFcp7+2ra2xpamm3FVkYmY+nJPrZMA93IY/L5nFYQ6viyeXy8ocN/8p64nydjdhNEDawn3IOLlPipZW1R0+eG+HanCN2CwvyCwv0k3p5ODlN3SrckS/CH/MHT4fSadSfrV26MCLYftReUFJx+sIV+8VWPA77rbSUMdVzOHsWvfji8HcFBAzsYcCR1YoSElDuUxYAAaIKDUUVT+5GOX2Mp9YoGIErn+s6+b2VWQw6i0G3Hxbo9Iaaell1bWN1XWNHl3yEn8XKAtgOOSwmj8tmsxhMBp1Jp7GY9KaW9vsPau1/JMjfO2Sur9ls0RsMJpPZZDK7i1zDAv1xn4QMDwnYsCbhQnbuk5YmtbR3tbR3Xf6xwJXP/fnahMgwnL+DkrV2nP3vjUGzzT5zxNs3vzD0sol+NkzqKfnmuwtY7QyhK++ttJSxdu5evx5t24ZOnfpp7wTG1xd98cV4XoJjkUjo739HGzeikhJkcVgZIjAt+Pqiv/4V7yAcCkaERGI0mtQarVKtUWu0ao2urbP77r3KYUv4PxWJhJY/F7V+VfxUDqfGSqPV1ctaG2RtdU2tTc1tT2rZihAKmStNSVoxqYN1zNCLsE+luZCdW1BSYf+nRCKhhJj5P1ubMEK1eqPJVFhSodMbYhfMm7KZZ9zBX/EE4dt9gnBgRDgDUSjOfB7H/uux9aviy6sf3bxzv6q2cfSfaagulNTktYO2w09DTAb9mSD/Z4L8EUIWi7W1owvb11HX1Gp5fJRRWdPwf3/5+8oli1bHR09BJSCz2azR6jVaXWllbXZOwaAMTadRU5PXPrW/OcXZ2VbkAQCAI0iExEYmO0WEzo0InStXKAvvPWhp7+rtUyl6VX1qzZPyokjI37Flg0REsLXPTk4kT4nIUyJauWSRVqevrGkor35UUv7QtqDXZDJnXc+/c+/B9s0veDu0IC+ms1uRdSO/tl6m0xtGaAEWFui38YUVUzCLDgBwFEiEM4Qrn7t2Wazt0GKxKFWaXqVKo9NpNDqNVq/WauUKpVDAX/Fc1LSqXzMODDptQXjwgvDgNUtjTl+4+rCuyXZXj0L5t2/P/nZPGstxk439RuOlG7ev3bw78iIjiUiYnLg0OEDqqOcFAEwNSIQzk5OTE1aexv6kYzvUTwdiN0H69o1FpVX/+u8NpWqg3IFao/3+P9deS3FMhbH7D2rO/nB92N62NiwmI3HF4riF4TO+6AQAMxIkQkB4C8KDw4L8zv5wPb+oDDtz937lwoiQCfa661Eo/3n+yoOaYZoMOzk5MRk0FoPBYtLn+nkvjZ1P9EE2ALMZJEIwE9CoLps3rGpu65S1dmBnvjt/5bfp26jUcQ5/6xpbvjxxblD3Wh6HlRAdERcNaQ+AGQVmcsAM4eTktOXna2yTk4revvOXx7mdu6i06q/fnLbPgmSy04rnot7fsz0sUApZEIAZBkaEYObwlIhWPBeVnTPQPTi38N788GD/0ZXutLn8Y8HFK7n2S27n+nmnJC0n3DpbAMAowYgQzCjrlsWKhAPb6q1W66lzl55aT87GbLac/NelC9k/ZUESCSUuX5yethGyIAAzGIwIwYxCoTi/vGH1Z19/hyWzji75se9/8JS4M+g0EgnRaVQSiUSnUZ1IJBqNSiKRjEZTe1dPZ7eio6unpb3LfnUomUze8vM1iyJDcXsxAIApAYkQzDQBvl5xURF5hfexw+Ky6uKyp3QZG4pBp+3YsmGur5ejowMATDswNQpmoPWr43mc8RdjFLpy33l9C2RBAGYJSIRgBqLTqJs3rCYNbRf5NCQSKTIs8J2dqWPqiAQAIDQiTY1WVlZC3fqJkMlkHh4ebm5ueAcyFcKC/N55fUttg0yr01usVr3eYLFY9YZ+i8WiN/SbLRaDod9sNjs5OYmEfJHQVewmwG5QXZ7Yg7q/v7+2thYuwomorKwUi8Xj+IwCMJ2dnSQSCbpPOBaREuG6des0Go2zM5FinlY++eSTJUuW/OIXv8A7kCki9ZJIvRyZtAoLC/fv33/r1i0H/s7ZZvv27Tk5Od7e3ngHQlRHjx51dnY+ePAg3oHMKESaGrVardOqeyLhWK1WC/RInQCLxQJX4ARZLBa4CCcC/oonA5ESIQAAAOBwkAgBAADMatPr+zatVvvrX/+aTh++k5zZbN61axd0uhm3goKCpqam4uJivAMhqra2tvr6+p07d+IdCIEpFIrf/OY3bDb76Q8FwyksLCSRSF1dXXgHQgwNDQ29vb1Pfdj0SoS//OUvPT09n7SizMXFZd68eVMc0kwiEonYbDaPx8M7EKIyGAyBgYGBgYF4B0JgNBotJCQEPs6OG/YOKRKJ8A6EGIKDg0ezwpYEX/4DAACYzeBzGQAAgFkNEiEAAIBZDRIhAACAWQ0SIQAAgFlteq0aHUFHR0dVVVVQUJBYLMY7FuKRy+X2a4ilUiks2xulvr6+7u5uPz8/+5NarbaoqEgkEgUFBeEVGFFYrVaZTMZms/n8gYbJer2+tbXV9gCRSASVM0cgl8sfPHjA4/FCQ0Pt/2zVanVxcbGHh0dAQACO4c0QViL49ttvBQLB6tWrBQLB0aNH8Q6HePbt28fj8fz+R6PR4B0RAZSVlQUFBZHJZBKJZH/+/v37Eolk2bJl3t7e27dvxys8Qti9ezeHwyGRSAcPHrSdzMvLo1Aotqvx3LlzOEY4ze3fv5/P58fFxQUEBISHh7e1tWHnCwoK3N3dly9fPmfOnPT0dHyDnAEIkAh1Op1AILh27ZrVar19+zaXy1WpVHgHRTD79u1777338I6CYLq6uvLz84uKigYlwsTExAMHDlitVrlcLpFIcnNz8YmPCG7fvt3Y2JiSkjIoEYaEhOAYFYHk5+djH1tNJtPatWttOS8hIeHjjz+2Wq0dHR0CgaC4uBjPKImPAPNj165dY7FYy5YtQwhFR0dLJJLs7Gy8gyIenU5XVVWlVqvxDoQwhEJhTEwMjUazP6lWq7OysrZt24YQ4vP569evP336ND7xEUF0dPSwjSasVmtNTU1HR8fUh0QsMTExDAYDIUQmkyMjI7GCMh0dHTk5Oa+99hpCSCQSrVu37syZMzgHSnAESIQymUwqldoOpVKpTCbDLxwXCZviAAAGxUlEQVSiOnXqVEpKipub2+7du6F6/bi1tLQghGxv7nA1jk9zc3NycnJISEhsbGxTUxPe4RCAQqE4ceJESkoKQqi5uZnBYNgai8JFOHEESIR6vd7FxcV2SKVStVotjvEQ0f79+9vb28vKyqqrqy9cuPDNN9/gHRFR6XQ6Z2dn25oFuBrHARvZlJWVtba2+vj47Nq1C++IpjuDwbBp06ZVq1YlJycjhHQ6HbwlOhYBEqG7u3tPT4/tsLu7G1qEj5VAIMBueHt7b9q0KTc3F994iEssFvf396tUKuwQrsZxYDKZ2IQzjUZLT0/Py8vDO6JpzWg0pqSk8Hi8L774AjsjFouVSqXJZMIO4SKcOAIkwqioqIqKCoVCgRDSaDQlJSWLFi3COygCq6+vFwqFeEdBVCKRSCqV2j5J5ObmRkdH4xsSocHVODKz2bx161YymXzixAkymYyd9PHxEYlEN2/exA7hIpw4Auwj9Pf3f/7551NTU994442vv/562bJlISEheAdFMDt27IiJieFyuTdu3Lh06VJRURHeERGAXq8/cuRIZ2cnQigzM5PJZL711ltOTk579+7ds2ePTqe7e/dubW1tamoq3pFOX9nZ2cXFxVVVVUqlMjMzc+3atREREUeOHDEYDAEBAY8ePcrMzPzwww/xDnP62rt378WLFzMyMj799FOEkKenZ2pqKoVCefvtt3ft2nXo0KHc3Nyenp6XXnoJ70iJjQCJECF07NixP//5z8ePH1+wYMHevXvxDod4YmJi8vPzdTqdVCotLy/38fHBOyICsFgsCoWCQqFkZGQoFArbTFR6ejqPx/v++++FQmFeXh601huBVqtVKBSJiYkIIYVCYTAYEEILFiw4c+bM3bt33d3dv/vuuxUrVuAd5vQVGRm5e/dujUaj0WgQQlwuFzv/7rvvurm5nT592t3dPTc3d9DaZjBW0IYJAADArEaA7wgBAACAyQOJEAAAwKwGiRAAAMCsBokQAADArAaJEAAAwKwGiRAAAMCsRox9hADMJM3NzXV1dfHx8VPwXHl5eViN9cDAQKypdU1NTWtra0JCwrCP7+/vv337NnY7PDycx+NNQZAA4Av2EQLgYMePHx+hrPmLL76o1Wr37dtnMplsRbMmD4VCodPpLBbr8OHDW7ZsQQhlZGR89dVX9vV77bW1tS1YsMBoNHZ3d2dnZ69cuXKyIwQAdzAiBMDBeDyerXFYa2trVlbW0qVL/fz8sDOurq7+/v7bt2+3tbCYbBkZGe+///4oHyyRSFpbW+/cuQMVfcHsAYkQAAdLSkpKSkrCbmdnZ2dlZe3cuXPz5s32j1mzZg0eoQEAhgGLZQCYaqdOnYqLi7O1R46Jifnyyy8/++wzf39/Npu9Zs2axsZGnU63Z88eDw8Pd3f3N998U6/X237cbDYfPnw4NDSUyWR6enq+/fbbarV6rDHU1NQkJiZyOBx/f/93333XbDY77OUBQDQwIgRgqrW0tNy6dcv29XxxcbFcLhcKhQcOHNBoNL/73e82btzo5eVFpVI//fTTqqqqP/zhDwKB4NChQ9jj09LSzpw5884778TExNTV1f3+97+vqKi4cuUKiUQaZQB6vT4pKWnTpk1paWlXr17NzMz08/N7/fXXJ+XVAjDtQSIEAH9Go/HatWtYDwGz2Zyenu7j43PixAns3urq6pMnT2KJ8MaNG8eOHTt27Ngrr7yC3RsWFrZy5crr168vX758lE+n1Wo/+OCDl19+GSGUkpJSWlp67NgxSIRg1oKpUQDwl5SUZOukEx4ejhBKTk623RseHi6TybDZy/Pnz7u4uCxcuLDuf6RSKZ1OLykpGf3Tkclk+98/f/78xsZGx7wSAAgIRoQA4M/Nzc12G8uIg86YTCaj0Ugmk5ubm/v7+4f2pm5qahr903G5XCqVajtkMBg6nW6coQNAfJAIASASBoPB5XLr6uoGfSNon9gAAGMCU6MAEEl0dLRSqaysrOQ/jsFg4B0aAEQFiRAAInn11VelUum2bdvy8/OxMz09PZ9//vnDhw/xDQwA4oJECACRsFisy5cv8/n8xYsXczgcV1dXoVD4wQcfmEwmvEMDgKig1igAk0in07W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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "9788.403998902837\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 9788.4 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.67 kg\n", + "Max SOC = 832.3122376272487\n", + "Total computing time = 0.07307910919189453 sec\n", + "Nodes Explored = 327\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "9782.125499999996\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 9782.13 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.67 kg\n", + "Max SOC = 123.00499999999997\n", + "Total computing time = 0.03357386589050293 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "19968.499999999993\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 19968.5 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 4344.78 kg\n", + "Max SOC = 90.155\n", + "Total computing time = 0.00500798225402832 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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OYrEkQ2YIBEJPT4+Hh8fmzZunTp2KzZuYmIgZf66urpjqwmAwGDNmzCguLp42bRqmBQEACxYskPpP8PDw+Pnnn8UmSSSSmLTa2trvvfceNgwODpa8ldgOIqpBBxNg0qRJ2LGNjY2NjQ0AoKWlJTIysqqqasmSJVKlhYwEoVB46tJN9NWtubX9aVE53v5o75ASbdHVzdFn6kjOQ0aOZHTSIIoQX1PGVOysrjYDO4bxMoMBFaHyYWFhgUZpjoRFixaJ5c6PkLi4OBnebTAMDAywZESIzHnwKK+xuQ0b1jU0iyhCqRYhzKAYNVolQmNa2jp6e8UdLYPlTqDo6uAUoYRzG4ICFaGaIjXFEKLO8Pj8q7fu42fqm1rwQ0lPHYCBo6OJ5ANHEKS2oZmuOfC73cnuxvZuKWSyqRFL7BJdnGu0E7pGB0GV0yfGAsXFxYWFA4WROBwOVkusr68vOTkZrVKG30eEQBTC7bRHYjZffeOAIuzjiWfTo8DA0dFD6puHmHcUn0FoYWZEIon/pEPX6HCAFuHosnXrVh6Pt3v3bnRYUVERHR2NZqmjzR+cnZ0zMjJoNFpycjK+twMEIk+4Pb0372SITTY2tyEIgoYvSd0gBLAT02giVRHW1jc52QxsBOI3CG0sxDcIgWiwDLQIBwMqQoVx/fp1Ozs7AEBfX5+bm9vp06eXLVumaKEgasrNOxmSBl8fj9fa3mmgpwsA6JC2QQigRThq9EoUtEOprm/ED/EbhFbm4huEAO4RDg8VV4S/pf229cFWDk9O31UqifqG6xvbp20nE1/+YFEtCACgUqn6+vqSyQYQiHzo7Oq+ff8RNiQQCMiLxLT6phZUEeJb8lLIZN6LQj8wWGaUaG0fiJTR0KBiMTK1Dc1Y1mBvH6+kogZbJlURatPpRCJBKEQAAF0crkAglHSfQlRZERY0FaxPXC/nD92duTvKJmqh+0Dzo6tXr6KVWQAA3d1SXBOXL18uLy+fM2eOnESEQES5lnwfq2Cio013sbfOyClAhw2Nre5OdkC0rIyZMavihSECg2VGCbxf1NrcpLquETUQe3v72ju7DA1ZAIC8ZyU8Xv8bCUtf14ilJ3kfIpHAoNNQpyiCIJ1d3Xq6MKdeHFVWhHIzBMXg8kR+Gjw9PT/++GP0uKqqKjU1FX82Ozt71apVhw4dYrHEw70gEDnQ0taRljnQrmtqdKhAIMQUIRY4ileEFmbGA4oQukZHB7wi1NfTFSJIcVkVOmxobnW0twEAYJ0lAAC+HtI7NAEAdLUZ2O5gB7sLKkJJyA8fPty3b98wV3/zzTfm5uajKpAMCTALeC/gvb1Ze4WI/GIyJ9tPXuAukhhuYWExefJk9Pjp06f4U3l5edOnT9+5cyc+Lx4CkSdXku6hPSkBACx95jh/r6KySuzsgCLE7RHiq1lC1+go0dY+8MD1dbU1qBRMEaK5nr29fQVFAy1ZfD2cwCDoajOqQH8PJrhNKBVyUVHRwYMH0e4BQ1NZWfnhhx8qkSIEAOyaset/U/7Xwx+q05AMoZKodIr0otuSFBYWTps2bfPmzfPmzRtVqSCQwUAQJCe/CBvGThxPIhFNjAywmYamVvQAX2jU3MQQ23bi9vQIhcKhu1pCXgP8HqE+U4eJM+MamtsAAE9E/KJMSzPjwW6lqwMDR18CGQDg7e2dkSEeOS0JnT7cn/gxhRZZS4s8JopuizFlyhRNTc3U1FTUWTp16tSXtu2FQGQLu5vT96JKkZamhp+nMwBAV1sbi87gcHs62d062nR8uS89pjZNSwt1iiII6OJwdRhK+eMwlsE/cH2mjgauADqqCEX9os5gcHRgKuHLIBsaGqLNCl5KcHCwkupCBbJkyRJ8sryZmdm+ffvQ1+evv/4a32NPuUxtiGqAtw+YutpoyiCBAExY+tguYENTi5aWRjenfy+QSCToMBgMmha2O9jdDRWh7MHXV9Nj6upqDwR/tney2zu7nhaVYwvQN5jBEM2phxahFMiTJk3CVzceglu3bo22NKpHSEgIfqirq4tVmpYssQ2ByBn8jhG+FpexkQGmCOubWpm6OljIvq42g0gkMOha4EWFExgvI3MEAiHWO4lAIOjpMkgkkqGBHuqpRhCQmJqOZbCw9Jn4XVtJRFyjcI9QGtCzD4GoL9ivLQAAb9WZGA5sE9Y3tuCz6dEEbQZ9oAoSzKCQOW0dbNT4AwDoatNJJBIAwNxkQNvdzxooPT+0OQhglbVhIJI+UVlZiXfWYdDpdGPjQXdiIRCIkiJiEeJKkBgb6mPHDc0tYvtVAAB8s2sYOCpz2trxftH+LjHmJqxHL/JcsEBfAICf56CJEyjQNfpSRBRheHh4ZWWl1HU0Gm3WrFlbt26FXQsgEJUBv0eID6kwxQWO1jW24HMn0BbnDDpeEULXqIwRSSIcUIRSfnuNWHrmJoZD302bQSMSiWiwQjeHw+cLyGSS7IRVBUQU4Q8//LB27Vo/P785c+YYGRnV1dWdOnWqqKjou+++Ky8v//PPP0tKStLT07Ee4hAIRKnBO8rwrlEDPSaZTOLzBQCATnZ3bUMzdgq6RuVAq4gJrosemElTeEPHi6IQCARtOg39WyMIYHd168FeyqKIKMLz588vWbJk27Zt2MzHH3+8dOlSNOl+2rRpUVFRaWlpYl3XIRCIkiKyR4gLliESCUYGepj+KywZcBT1W4TQNTqa4C1CPWZ/BqGerjZNS1OsEvdwFCEAQFeHgb30dLChIhRnIFimp6cnISFh+fLlYiuWL19+8uRJAEBERIS5ufmzZ8/kKiAEAhk18DtG+J0kAIAxLl4Gry/RAl14ixDLrIDIijbRbHrsWMwLasTSf6lfFAX/lgPjZSQZsAh7enoEAkFzc7PYiqamJi6XixaP0NHRQeOXxjLHjx8fTn0AiCpRX1//8kUQUVAvGTbE/1YCAPD1ZfAwdSX3CKFFKGOk7hECAMxNDIteFFoDAPi/LF4UAwaODs2AImQymd7e3v/5z3/s7e0dHBzQyfz8/C+++CIiIoJIJHI4nLKyMktLSwWJOizef//9rKystrY2RQsy1uFwOKrUB1hDQ+PTTz9VtBRKBofLRXcBAQAaGlQNKgV/1gQXOIpBJBLQdEO8ImTDYBmZgiCiZWV0B7UIfYbnFwWiSaKw3KgkInuEf//99+TJk11cXNzc3IyNjWtra58+fWpiYvLnn38CALKyssaPHx8aGqogUYfF/Pnz58+fr2gplICGhgaYEqPm4B2eutripWHwrlEMbTodrYuET5/o5vQgCIAhdLKC3dWNvaDQtDTxxdXMcYnzxob6ZsbDbVmDz42B5UYlEUmo9/f3Lygo2Lhxo7OzM5fL9fDw+Omnn/Ly8lxcXAAA4eHhN27cUCUzAgJRZzo6pedOoBix9IhEceWGlX6mkMnYD7RAIOjp7R01MdWO1g7pflEAgIWpsaOdFQCAQCBMix43/HtC1+jQiPcjNDY2/vrrr8Um+/r6yGQyLDAPgagSnWzp9dVQKGSygZ5uU0s7fhLfyk6broW1Te/q5mppaoyapOpFa9ugipBAAB+tiMvKzbc0NxtsE1cq+A1gaBFKIqLbvv/+e8kVAoFg2bJlfX19w7xjZmbmb7/9duDAAS5XyhZ6TU3N0aNHf/nll127dg2WvA+BQORAh4giFLcIgTTvKF4R0nHOIZhTL0PaBomUQSESidbmxlKb0Q8B3jUK9wglEVGEBw4c+OGHH/AzQqFw+fLlly5dGmaw6OnTp6dNm8Zms0+cOBEVFYWvA4Ry9OjR69evd3d3P3z40M3N7d69eyP8B0AgkNejgz1oyCiKiYQixP+eigSOwpx62SGaRCibhD9tOg1z6XVzuTxppTTVGRHX6I4dO+bMmWNhYbFixQoAAIIgH3zwwdmzZy9dukShUKTfQJTvvvtu69atixcv5vP57u7uly5dmj17Nn7B+vXrsWMNDY2DBw/C9HwIRCF0Dp5EiCIZOIq3CEVSCaFFKDsGy50YCQQCQYdBQ7srIwhgd3FkdWfVQMQinD59+s6dO995553r168DANatW3fgwIGTJ0/GxMQM5151dXV5eXkzZswAAJDJ5ClTpiQmJg62mM/nl5eX29rajkx+CATymuD3CKVahMYSu1BoWRkUfHEZNkwllB2tg2TTjxCReBnoHRVFPFjm7bffLisrW7BgwZw5c44dO3by5MnY2Nhh3qu2tlZTU1NXt78ynomJSVZWluSy5OTkdevWVVRUREdH4w1EMWpqao4fP56bm4sOtbW1165dSyb3C9zV1dXZ2TnYtZCX0tXVpaWl9fJ1EGmoxtPDJ6sRCYjkF4quSSUQANaJEABAJhGwZWTSQExpW3vHK30f4fd3CPAWIQX3wDG6urqoVOqrRi/StAaimeobmwyYUnwAKgCCIL///jub3f9/u6SkpKmpaehLgKQiBAD88MMPNTU1hw8fPnTo0BtvvDF8CYhEIoL70giFQqnluYOCgo4dO1ZYWPjpp5/u3r37o48+kno3EolEo9EMDPrfSalUKoVCwbYqSSQSphQhrwF8gCNBNZ4efmNPn6kr+S8ik8k6DDq2lUggEPR0tbHvIL5IN4fb80oPRDUe4GjQ09vX8yIWl0Ih62hrS/6Iok/vVRUhfn+3m/Nqfy/lgslkUqn9uT2NjY0tLS0vvYR87dq1r776Smy2r6+PRqNt2bJly5Yt6ExaWhp268EwNTXt7e1ta2vT09MDANTX15uamkouo9PpTk5OTk5OHR0dv/zyy2CK0MTEJDIyEt2tlERLSwtmNI4E+ABHggo8vZ7evr4+HnpMIZP19ZhSl5kaszBFqE2naWsPuEbxl/T08l7pgajAAxwl2nDJnfpMHTpdylNCn96rKkL834vb24c+/97evvhTl0sqanw9nBbMnCSZOaqM4ItMnT9/Pj4+/qWXkBkMhp2dneQJNIkeYzitl0xMTHx8fC5evIimW1y7dm3r1q0AAC6XW1xc7OnpCQAQCATYG+Xz589hcRMIRCG8dIMQxdjQ4FlxBXrMxEXKANiJaXTA507o6coynkVqe96kuw+fPCsBANx7+Njd2d7TxV6Gn6hEkMePHz9+/HhZ3e67775btWpVbm7uo0ePzMzMpk6dCgB4/PhxSEgI6imdNGmSmZmZqalpYWHhnTt3rly5IquPhkAgw6fzZbkTKPgMCj1RRSjapB5GjcqG0QgZRdHVES83iiBIenY+NllaUaO+ihAAsHr1ag8Pj9mzZ0s1DV+JWbNmpaam3rx5MzQ0dNasWajx5+zsfOnSJdSmPHjw4N27d5uamgIDA+Pj45lM6Q4ZCAQyqgzRgAmPg60FkUgQChEAgL2NBf4UzCMcDYaorzZC8H9l1B9QVFaF17t1DeKth9QHMgDAyMjot99++/TTTz09PWfNmjV79uyAgIDXbkPv5ubm5uaGn2EymWhOBQDAyspq8eLFIxQaAoGMkI7huUZNDA3WLJmTkV1gYWoUGeKHP6WpoUEikdCiGb29fTw+n6K68Rdyo20UsulRJF2jeHMQAFDb8PLoSlWFCAD46aefamtr8/Ly5s6de+3ataCgIGNj42XLll28eLEX1tKFQFSRoVtP4PFwtl/15szJkcFikRQEAuxTL3uGKDQ6Qhh0LRKpP76Gw+V2cbg5+YX4BW0dbG6Pmv7gD8Qdubu7f/vtt5mZmaWlpV9++WVdXd3cuXP19fVnzpx56NCh9vb2Ie4CgUCUC9E9wtdMKcN7R7uhd1QWNLcNZNMbyFQREggEbXr/Gw+CgNT7j7CwYYxadfWOSgnAtbW1/fe//52YmFhbW7t9+3YSifT+++8bGRmhIaAQCEQFGGbU6NCI9qmH8TIjhdvTiz1GMpkkFqY7cvCphCkPsiUXqK13dCifvqGh4apVq1atWsXhcBITE4dZdxsCgYx92jtf0npiOIhkUEDX6Ihpbh1wvLH0mK8dqDEYeB84h9sjuUBt42WGtblNo9HEamdDIBClht01YMC9tkUokkEBXSGpkKgAACAASURBVKMjBt/9kaUv+4h6qW88VAqlj9fvI1Vb16iIIgwPD6+trZVcxGAwbG1tZ8+evXz5ctieFwJRdng8PmYQkEhEfMzLKyFqEULX6Ehpbm3Djg0NZK8Ipb7xRI3zu5GSjh6rrUUootXCwsLa29tbWlo8PT0nTpzo5ubW0NDA4XD8/Pyqq6tXrVr17rvvKkpQCAQiK/BJhNp0+mu74GDUqGxpah2IlBkVi1BH3CKkkMkTxgdqafbX4+Zwe9rVsjGFiCKkUCgeHh4VFRXnz5/fs2fPxYsXy8vLTU1Nvby8MjMzf/3117///ruwsHCwe0EgEKWgU6Q3/Wv6RQEMlpE1zS0DFiFrFCxCSdeol5sDTUvTBNdvSz3jZQYUoUAg2Lp166ZNm7A+SgAAFov1zTff/P777wCA//znP0wmMz09XQFiQiAQ2YFPInztDUIg1psX7hGOGPweoaG+nszvL/m3Dvb1AACYGbOwmbp6dfSODijCjo4ONputqakptkJDQ6O2tlYoFBKJRAsLi54eKbFGEAhEiRAtK/P6felELUKoCEdEH4/X2dX/dyESiaPRQV7MNaqrzXC2twYAmBkbYpO1jeqtCJlMppGR0f/+9z+hUIhN8vn8rVu3Ojk5ob0Gq6urYb8ICETZGWbF7ZfCoMFgGZnR3NqBtXPVZ+pgVWBkCIOmhb9tkK8bWi0IbxHW1quja3QgapRIJP7yyy+rVq3KycmJjY01MjKqq6tLSEioqqo6c+YMACApKam9vT04OFhx0kIgEBnQyR5ufbWhodM0sRb23dweoRAhEgk9vX019U3GLD2GtF567C5OclpWdW39xIhgJzur1/5o1QOfRDgaIaPgRWvl5hchOUG+7uiBKU4RNjS1ov6/0RBgzCKSPrFixQpDQ8Nffvll3759nZ2dTCbTz89v//790dHRAICJEyfijUUIBKKkyKS+GgCASCRqaWqimRgIglxPeVBcVlVSUS0QCEkkkq+HU1Son7VFf3fubg436W5myoP+yl5F5dXf/mfNa+fyqx5N+EiZUQgZRYkK9T9z5RaCgCBfd6zHFp2mpavNQB3mPD6/saUN335LHRBPqJ8xYwbaKaK7u5tOf/1XRQgEMmbpkFHUKACAQadhKYlXku5h8wKBIDP3aWbuUxtL08gQv8aWtuR7mT29fdgCPl9QUFgW6u85kk9XJUQiZQxkHymDEhnq5+Jg09Pba2Vuip83M2Fh/yvqGprVTRGK2L83b97EjvFacPv27TBGBgJRGWS1RwhE42WkUl5VF3/q8tVbaXgtiFJSXj2Sj1YxRLLpR80iBAAYG+pbW5iK5Y7ivaNqmFYvogjfe+89vC5E2bdv37///W+ZV72DQCAKQSAQYuXQ8B0JXg+mjpTC0DQt8eBzqZRUQEU4wGhn0w+NmREuXkb9FKGIa3ThwoXz5s1LTU319vZGZ44cOfLuu+9u2rRJQ0NDEeJBIBAZw+7uRl6EJ4qFEb4G4UHeT54Wo115HWwt3J3t3J3sDPSYz4rLb9/PelpUjn0WAIBBp00YH3A56R6fLwAANLd2tHd2MSXKnaghfL6g/UVvegKBYKCvO/R6mWNmgsugUL+cehFF+MMPP9TU1EyfPj0tLc3a2vrs2bMrV65cu3btV199pSj5IBCIbOmQnV8UAOBga/nt/61pamm3NDWiUinYvKujjaujTWNzW8qDRw9zCshkUlSoX2SovwaV8uRZSWlFDbqspLza38tlhDKoAK3tHUJh/xsDU1ebQh5WOwQZYmJoQCQSUBmaWzv6eDwqhfLSq1QGkcdNIBD27t07bdq02NjYzz77bNWqVR9++CFaVgYCgagGHfgGTLKwxnQYdB2GdIVqxNKbHzthfuwE/KS9tcWAIqyAihAAABpb5LRBOBgUCpmlz2xsbgMAIAhS39hiZW4ifzEUhbhXhEqlnjt3jkQiLV269K233tqyZYtCxIJAIKOErHInXht7G3PsGMbLoIiGjCpAEQIATNV4m5Cck5Pzzz//iM16eHiUlZWxWKwNGzagMz/88ANZ7tY6BAKRObKquP3a2FtbYF64usbmbg6X/rp9oFQGkZa8irAIAQBmJoa5BUXosbrVlyEXFxfv3btX8gSJRNq3bx82/O6776AihEBUANnuEb4GmhpUQ31mQ78XDpRV1nq42MtfjDGFaFmZ0UoiHBqR0ttqVnGUHBcXFxcXp2gxIBCInBCtr6aYiE1LUyNUEQIAiiuqoSIc7d70w0G04qh6KUL1KigHgUBEy8ooSBGaDQTrw21CoRBpbe/Ehiw9eedO9H+uvh6F0u/26+zqVqsq6lARQiDqhQzLyrw2VmYDTWyqahvQ6qNqS2t7h0AgQI91tOkaGlSFiEEkEvCV1dSqvgzx2LFjQUFBw1lKp9MfP3482gJBIJCRUFRW9ePWA9//8ffzkkrJswiCsHFv+toMKQ0i5ACdpmnE6t8JEwiEZVV1ChFjjCCyQaggvyiKaFq9GilCMgCAx+PV19e/dCm+QgQEAhmDCASCQ6cut3d2AQD2/3Nh46dvi1U76+rmYj1kaFqa8k/cxrC3tmh8sU1YUlHtbK++LZlENggVFCmDoraF1sgAgJycHFNT05cuhUAgY5zMx8/aX+TLc7g9V2+lzZsRg18g2pteke1l7G0s7mc9QY/VfJtw7FiE+NLb1XWNCpREzpBDQ0MPHjw4zNWWlpajKQwEAhkRyfcy8cM7GbkRIb74cHyspAtQUBIhhr21BXZcXlUnEAhHoye7UiCfToTDwcLMCDuuqW/i8wVkMkmB8sgNsq2tra2traLFgEAgI+V5SUWNaB60QCBIuJ769uLZ6LCppe3CjVTsrJmxIVAcLH1dpg4DtV/7eLyq2gYbSzX1SzWNfm/6YaJNp+kzddAQVoFAUNPQZK0ehdbU9BUMAlE9bomagyi5BUWo41EoFMafutL7Ij5Tg0qJCPGTq3wS2NsMGIVq6x1FEKRFoQ2YxMCXGK2seXnsiGoAFSEEMuZo7+zi8fmvdEl9Y8vTojJsqI/LRTt39TaCgKvJ9yuqB4Iz42bEsOTe60cMvHe0uKIaAMDj8dMyH2/9+8SuQ2camloVJ5r8wP+t6TStYbZyHD1EFGG1uihCWDUNAhlDIAj4+3hCbkERg6b1wYo4S1y+3dAkp2ViYd121uZzpkRu+esYOlNRU3/myq076dnYYh93pxB/TxmL/urgLcLSiprLSffuZuRiedxtHewNHy1X+ZbgzYruOyEGtAghEIiCKSqrRAsfd3G4F27cGeZV7G7Ow5yn2DAmLMDWyszH3RmbSbn/CGt3p6vNeHP2JNmJ/PqYGhlgBhCH23Mt+T6+mkldQzNWA1qFEWlMr9ANQhQrc2Ps3aO+qUVNah1ARQiBjCHynpVgx4WlFe243oFDcCc9B3OvsfR1PV0cAACzJkdIhvwRCOCtedPGSLcHAoFgZ20+xIJryfdVPnu5uXVsWYRamhpYmLFQiFSpRxJFvyLMzs4uLi6WPF1bW5uVldXT0yNfqSAQNSW/sBQ7FgqRhzn5L72Ex+PfSc/BhlHj/IlEAgCApa8bEeIrtjgq1N/FwVpGwsoAB5x3FEVLUwOVHwBQU9/0+OkrG4VCobCnt08GwsmFsZNNj6GG3lEiACAhIcHf37+qqkryNJ/PnzRp0m+//SZ3wSAQtaOppQ0rtoKSkV3w0qsycgowjyJNSzPEb2Dzb0pkCN74MzNmzZwcLiNhZYOPuxOVQkGPWfrMuNiY79e/5+c50LP+VY3CqtqGr37dvf6HbScv3JStqKPE2Mmmx1BTRbhr165Zs2ZFR0dLnraysvrkk0927tyJlWWCQCCjRN7zUrGZ+qYWfKinJEKh8HZaFjYMC/TSoFKwIU1Lc8bEMPSYSqEsXxCrwJpqUjHQ0/2/95bEThz/zltvfPPJ6sgQPw0qZUpkCBYjU13X+OSZFGeVVAQC4aHTV9hdHAQBdzJyikqlVFtVOAgCmls7isuqMnIKrt9+gH/1GQt7hEAtFSEZQZC7d+9u3759sBWzZ8/+5ptvCgsLXVxcBlsDgUBGTr6EIgQApGfnW1tIzzQXCpHDZ67WN7WgQxKJKJkaGB7kQ9PUrK5r9PdywTecGzuYGrNMRQUzMTLw9XB+9OQZOryWfN/TxWE40aOp6dn1jS3YMOlepqPd2CphyuH27Dx4ukKadtHUoGrTFVMDXQxLUyMikYBGVzW1tHF7erU0NRQt1OhC5HA43d3dZmZmg61Ay5A2NqrFlikEoih6e/uKpSWVZz1+xucLJOcRBDl2/npm7kCwqL+XK1NHSn9Bfy+X2VMiLEyNJE+NWaZGDRiFVbUN+YUlQ68HALC7OVdvpeFnCgpL8XpxLHDhRqpULQgAMMa1QFIsVCoF68eEIKCypkGx8sgBopaWFplMbmpqGmwFqgJ1dHTkKBUEonY8K6nAmtIZGugxXhgHHG5P3nNxNYAg4MSFm+mP8rAZlr7u7CkR8hFVDpgas7zdHLHhteQHL73k4o073J5e/AyCSK+2oyiqahvSMp9IPUUkEmPCAuQszxCIekdVv0kWkUgk+vj4nD17drAV586do9Pprq6u8hQLAlE38BuEnq72/l4DOxHp2eKxo2cu37r3MBcb6jF1/rVqoQ5DkUW0Zc7U6FDMHVpRXVdQWDbE4oqa+ge41wKMh7kFnV3dkvPyB0HA6cu3sGZ2Ogy6n6dzzPiAuBkxa5bM+fY/a/w8nYe+gzyxssArQjWwCAEAa9asOX/+/I4dOyRP37p166efflq6dKmGhor7iCEQBYIgoACnCN2d7IJ93bHh06IyfDfd89dSUh48woZMHcbHqxboM1XNZ2NuYujlOmAUXk1OG2wlgoDTl5IwHWNiZIBVj+PzBakPsge7UJ5k5hbgW3+8NW/ayoUz35gaFRnq5+XqoKerrUDZJFG3eBkiAGD16tUzZsz417/+FRYWtnnz5rNnz164cGHnzp1z5syZNGmSlZXVf//7X0XLCYGoMlW19ZjhoqWpYW9tYWlmjMW2CARCdC+Q3c3Zc/hc0t2H2IU6DPq/Vi1QeKXmUQJvFJZX1Um1+QAAD3Pyy3E97udNj4ka548N72bkKrw8Sm8fL+H6QN8PTxd7V0cbxYnzcsyNDUmk/moMre2d+PcwlYQMACCRSGfPnv3++++3bt2aljbw2kWhUJYvX/7777/r6Y2JNE8IRFXBx4u6ONignfmCfN3PX0tBJ9Mf5RnqM4+du47/SWLQaR+tmm/E0peztHLDwtTIw9n+yYtqO2evJDvbWemJ2r69vX0JuN5S3m6OLg7WdlZmV5LSONweAEA3h/sgOy8i2BcAIBQKb97JuHnnIZ2m9ebsyc724jGlAoHw4s07ec9KHG0t502PkVU3vuu3H2Atkclk0tzpUnLVxhRkMsncxBCzBStr6t2d7BQr0qjSX1mGQqFs2rSprq4uOTk5Pj5+//79V65caWho2L9/P9SCEMhoky/iF+3vDxro7UYk9n9Da+qb9hw5h9eCdJrWRyvnmxqNxYwIGfLGtGjqi8xIbk/v0XPXxfLrLyfd62T3G9MUMvmNaVEAACqVMj7IG1uTfC9LKESaWtq2/HX8YuJdbk9vc2v7rkNnsAwNlN7evt2HzyTdedjQ1Ho3I/fgyUtYgdaR0NTSlpw2ELMTExagFBa8tTq1oRDJrqXRaFFRUQqSBAJRUzq7uitr++MRCASC24tXbx1tuquDDb7oGoadtfmyuOkGegruoyQHDA2Ys6dEnLqYhA6fl1TczcgJD/YBACAISLiRkoyrJzAhPBB7JpEhfrfuZaKZJ82t7UfPXcvJL8T7SAUCwcGTl7s4XNRY7GR37zp0phpXWjO3oOjEhRtvzp4ywgYYZ6/exhJgmDqMyZEhI7qdvLAyH+h8MkS8TGt759OickMDptMYS9l8JQYUIY/HO3fuXFJSUmVlpUAgMDMzCw0NXbRoEUycgEBGlYLCMizQw8rcRJsxkFUd5OsupghJJOK06HGTIoKxgpwqT3iQ7+OC4uclFejw/PUUV0cbPV2dY+euZeQMlKDT09WeFBGEDXW06QHebg+y+tMVMiQibwEACIKcupjU1cXx83LZdehsa1uH2IK0zCd0Gm3W69al6+3tS07LwhdSnz0lEl/6ZyxjibMIKyQyKBAEFJZWpD7IzntegtrN02PGTYsZJ1cRZUe/IszJyVmwYEFRUREAgEgkksnkvr6++Pj4L774Yv/+/bNnz1aokBCIKiPiF3UW2YnxdLWnaWmie10AACOW/vL50/ERfeoAgQCWvDHlpx3xaJpgXx/v8JmrmlRqAa4RsYYGdfmCWKxsKUpMmH/6oyeSpUodbS1LK2uxrM2ryfcT72TgqxYQCATs1SQxNZ1B13rVJD92Nyfl/qM76TnY3w4AYG9t7u+lNHlopkYGVAqlj8cDALC7OG0dbDS0tae3Lz077056jljn5Cu30igU8sTwIOm3G9sQAQAVFRWTJk1qb2/ftm1bUVERl8vlcrmVlZXHjx83MjKKi4tLTk5WtJwQiGoiEAieFZdjQw9RRUghk+dMjSSRiAQCITzY57MPl6qbFkTRY+rMnRaFDUsravBaUJtB+/fqhfYSHZ1MjViujrb4GS1NjbfmTft49cJ333oDb5nhtaCHi/36D5biq52dv3ZbMpVzMDrZ3acuJm3cvPf67Qd4LUgkEuJiJyhRm2EikWhhNlCNqLKmnsPtuZx075vf9py+dEtMC6IkXE8dI8kqrwoZAPDtt98SicT09HQbGxvshKWl5ZtvvhkbGxsdHf3JJ5/k5OQMeg8IBPK6FJfXYD2DdLTpFqbiLelD/T293RyFQiFjbBSiVBQh/p65BcWSRXZY+swPV8QNFn4yOTLkaVEZat052lm9NXcqmnDp6mjzr1ULdh8628Xh4teHBXotmDmJSCS8v3zetr9PoH8aBAHHzl1/mJPvaGvlZGdlbWGCBTGJkf+89MiZq2L3BABQqZRFsycrV5U7AIC1uQmW+3gt+f7hM1d7pfW3wgqTAgBOX06iUMih/p6Sy8YyZADAhQsXNmzYgNeCGAwG4+eff544cWJFRYW19XDbmD1//pxEIjk4OEg929fXV1JSoqmpaW1tPdj/JwhETcAXiHF3spNqMWBt3NWcRXMm/7jtAN7MsjQzfn/ZPPyuqhj21uZvL57zuKDIztoi1N+DgHu+1hama9cs+jP+dFt7JwCAQADTY8KmRodid35nyZxdh86iHY+FQuHzksrnJZUAAA0qxcHG0t/LxcfDCevmIRAILty4k5yWKeaJZdC0IkJ8I0J8x0gz5FcC736olujQSyKRfNwdI4J9hQiyK/4M6kRFEHD8/A0KmRzgrTROYAAAmcvltra2ent7D7bCx8cHAFBVVTUcRchms6dPn97Q0CAQCOzs7C5cuKClJfLn37Nnz4YNG4yMjDgcjp6e3vnz521tbQe7GwSi2jwrrsjOe44NvVylvztCUHS06QtmTjx48hI6dHGwfnvRbA0N6tBXebk6DPZgjQ31P31n0ZnLyW0d7Ohx/viydgAARzur5Qtm7P/nglgSRW8fL7+wNL+w9PTlW8G+7uMCvMhk0sETl8SqaesxdWLCAsb5e1KVJDpGksH88Kh2Dwvyxqr6rVkyZ++Rc+hLA4Igh89cRRAk0MdNfrKODDKVSiWRSO3t7YOtaGtrAwDQ6cMqY/jnn39SqdSnT58KhcKoqKi///77o48+wi9wd3fPz883NTUVCoVLliz5/PPPT5w4McJ/AwSijPD5glOXBprHWpubiEXKQCTx93Lp6e199OS5rZXZtOhQrPrJa8PU0V69aNZgZ73dHNcsmXP2yu2mljbJsxxuT3JaVnJaFoVMRnUACpFIjJ0YFhMWiBZGUF4MDfS0NDXwpcy1GbQJYYHjg33EYl9dHKxXvTlz3/EEgUAIABAKhYdOXykqq4qbEaMU7wFkEonk5+d36NCh+fPnS11x6NCh4RfdPnHixLp160gkEolEWrFiRXx8vJgiHD9+PHpAJBLDw8OPHz8+wn8AROkQCpH6phaalqbUnkHqQ9Ldh1hTVgKBsGDWRIIShVIojrBA77DAQT1YMsfD2d7D2b65taOwtLKorLKwtBLL38fAa0F9ps6KBbG2VoM2tlMiCAQwPsg7MTUDAKCrzZgQHhgW6CUWmovh4WK/fP4MfBWC+1lPSitrViyIHfubo2QAwMcff7x06dK1a9f+/PPPmpoDuxEIguzZs+enn376+OOP8fNDUFFRYWfX/1ZrZ2dXWTloh2gejxcfHx8XFzfYAi6XW1BQcPNm/yszg8EICVGORFSIVDq7up8Wlj0tLn9WXNHN4RKJhHEBXrETxyvj3snIaW3ruJGSjg3HB3qrZziossDS12Xpe44L8AQA1DY0p2fnZTzKlwyK8XZzXPzGFFXa0505KcLJzrq3r8/NyRbbEB0MXw9ngUB47Nx17M2goan19z1HZ02OiAr1l9trXmZmJubjzM3N5XLF/0yS9KfLvP/++7t37zY0NIyJibG1tdXQ0CgrK7t3715JSUlERMS1a9fEtvoGQ1NT88GDB+i2YlpaWmxsbGurlChbBEE++OADVM9RBnm/CA0NbW1tNTbuD6KjUCj79++nUvv3AxoaGrBTkNegqanJ0NBQDh8kFAof5RXlPi1pbGmTzOjS1KBGBnv7ujsoV9jUyJ/eqcu3i8r74/HoWprvLpmp+bK9LlVCBb6/AoHweWlVdkFxZU09ggAyiTQhzM/f00kOH93c3Kyvrz9mvzKNLe3nr99tFq1OYG1hEhXibW486hUBEQRZuXIlpvxaWloIBEJenvRy7Rj9Gn7Xrl3h4eG//vorfsfOysrql19++eSTTwbTVZIYGxtjmq+1tdXERPpL7v/93/9lZWUNoQUBAC4uLpGRkStWrBhsgamp6TClgkhCJBLl8EtUUVP/z/kkyXgzjJ7evuupD588L4ubEeOoPCWaRvj08p6VYFoQAPDGtChbm+GGZKsMKvD9tbAwnxAR0tTSVlFdb2tlJreKdyQSicVijVlFaGpq6urscOZyclrmY2yyoro+/nS9h4v9jAlho+0pvX79OnZ8/vz5+Pj4l14yYOouXrx48eLFzc3NFRUVfD7f1NTUyuqVf5j8/PzS0tJiYmIAAGlpaf7+/pJrvvzyy6SkpFu3bsHibSpMbx/vUuKd1PRsqWWLiUSiUCjEhrUNzdv2n/R2c4ydNN7E0ECOYioAbk/v6cu3sKG9tXmQr4cC5YGMEEMDPUMD2JlABCqFsmjOZFdHm+Pnb+DTXfKeleQ/L/Fxd54eM87EaAx908V9viwWi8V6fev1448/njdvnqurK5/P37lzJ6aZ7e3tjx8/HhQUtG3btt9+++277747ffo0AEBbW3vRokWv/XEQ+SMQCE9fTnr8tJhKoTDoWgwajU7XYtC0aFqaBAKBQABampp9PF7yvcy2Djb+QiKRYGVm4upk6+Zoa25imPog++rt+/j83NyCoifPSkL83KfFhKlSHA27i5NbUFTX0NzY0trQ3Nbe0Ym5iIlE4vyZE2GIDEQl8XF3sjY3OXb+Br52EoKA7LznOfmFbk62MWEBY6RUNxkAUFdXV1tb6+Pjg8UiFxUVrV+/PjMzk0ajLV68+KuvvhpmmHJ0dPTBgwcPHDhAJBJPnDgRHByMzk+fPl1fXx8AoKent3LlyvLy8vLycgCAgYEBVIRKBIKA4wk30l/0R21uHTTrRoxAH7c5UyOxrCMAwITwwEAft4QbqQ9z8jHFIBQK0zKfPMx9GhXqNykiWEtTQ6biyxt2F+fmnYy7GblorrEkkSG+5iby2KmFQBSCHlPnwxVxRaWVl5LuYUVqAAAIguQ/L81/XmpuYhgdFhDg5TLyTJiRQEAQZMmSJTk5Ofn5/cX0Ojo6PD09q6urfXx8WlpaKisrN2zYIP8m9StXrhxij7Curk4F9hgUyOtFK1y6eff67QevdAlLX3fhrMkuDoPugZVX1Z25fKu8Wry8PYNOmz0lItjXYwwaTC99euxuTtKdh3fScwZTgQAApg7jq3+vemk+uEoCv78jobGxcSzvEQ5GQWHZ5aR7lTVSWhvqaNND/DxC/DwNDWTcqRHdIzx37tzQy8gAgLt377799tvY1P79+6uqqvbs2fPOO+8IBIK33nprx44d3377LRaxCVFP7mbkvpIWJJGIMWEBU6NDB0s8QrGxNP303SWPnxZduHGnsXkgxrirm3P07LX7WU8WzJyoRGYTgoAbKQ9upKbjW9/hIRKJBno65iZG02PGqacWhKgnbk62ro62T54VJ6aki734drK7b6SkJ6am29tYhvp7+rg7Dv2jIXPIQqGwpqbG3d0dm7p8+bKRkRGqGkkk0vr16//555+qqip7e3t5SgYZUzx+Wowvg6JNp729eDaBQOjicLu7OV0cLrolLhQiPb29AAAGnebv5TLM/ukEAvB2c/R0sb+flXf1VloHuws7VVpR8+vOw5EhvjMmhCmF2khMTb90867YpJ6udligt4mRgbGhvqE+U7FeIAhEURAI/RXvSitqktOyHj8twgfTIQgoLqsqLqs6fUljfJDP1KgQuVWlIfN4PKFQiKUJCgSCjIyMyZMnY3Y3GjtaX18PFaHaUlZZiy8YoUGlvLtsrrWsE8CJRGJYoFegj2vyvawbKemYU1EoFCanZWXnFb679I0xXqKiubX92u37+BmmDmNSZPA4fy8yGSo/CKQfO2tzO2vzlraO22lZDx7l9Yg2teD29CampmfmFsybEePt5igHeYgaGhomJiaZmZno+MGDB2w2OyIiAltRW1sLAGAyZey6hSgLjc1te46c4/H6S0UQicSVb86UuRbEoFIoU6JCvvz3SrFCye2d7L1Hz+NDsccgpy4mYQ+KpqUZFxvzzadvRwT7Qi0IgUhioKc7b0bMA0cktgAAIABJREFUj5+9v2TuVMl2km0d7H3HEnYfOjv8oLzXhgwAmDx58ubNm83Nze3t7T/77DMKhYJvSZ+dnU0mk4ffg0nhtHd2PXr8rL6pxd/LxdleacQem/D4/L+PJ3S/KCVFIIBFsye5O416bWh9ps6aJXPynpecvnSr5UWJirb2zuPnbwxRIlmxPHryHN8tdt6MmCDlqb4PgSgKKpUS4ucR4ufR2Nx6PysvPTuP3cXBzuYXlhZuqwzwdtVj6uhq03UYdAaDZmSgJ9s6dmQAwM8//5yenr569WoAAIFA+Omnn/Bqb+/evaGhoQzGWM/r6u3tyy0oysgpKCytROvGpWfnvfvWXDcn2Obp9Tl35XZtQzM2nB4TFiLHlpsezvbOdtanLiXdz3qCzuTkF6ZlPh4X4CU3GYYJt6f3zJWBNHlHO6tAb6gFIZBXwIilP3tKxLTo0Gu379+6l4k2sgAA8Ph87BcAhUQizp0WHRHiK6uPJgMATExMsrOzr1271t7e7u/v7+k58EvX29u7bNky/MwYpIPddeHGnZy8QrFQdaEQOXjy0qfvLB5TJQyUiNyCojsZOdgw0McNa1sqNygU8sJZE2vqm7Co6zOXk+2szcdaAZpLN+9iTQnIZNKbs2CaPATyOlCplFmTI4J83E9evFlUViV1jUAgvJh4R4aKsD8iRlNTc86cOStWrBDTeRoaGu+8805oqLx//l6JQ6euZGTnS03Y4vb07jlyrluiSDzkpbS1dx47N1Cyz9BAb+GsSQqRhEQirVgQi4WM9vF4B09cwje+UTgVNfV3cW8Mk8KDjFj6CpQHAlF2TIwM/rVq4bK46fgqHHi0GTQZftxL2mooBQ1N4g0ujFj6WEZac2v73/9c/HB5nLI3yZQnQqEw/tRlLDKFTCatXBirobgGm4YGzAWxEw6fuYoOa+qbEq6lxsXGKEoePEIhciIhEQupNTRgTooMVqxIEIgKQCCAQB83bzfHZyUVre2d7K7uDnZ3Vxeng92lpaU5Z0rEy28xbFRBEUaG+l24kQoA0GfqBPq4BXq7GRvqHz9/A6t9XlRaeepS0puzFWPQKCNXk++X4OohzZocYWmm4KY5Qb7uT4vLM3OfosPU9EcuDtYeLopM6UEQ5GlRecqDR1W1DdjkgpmTXtq2DQKBDBMqlSIWQD4aqMI3dlJEkKerPY/HtzA1xjZmFsyc2NjSVvzCxXzvYa4+U8fV0Qa7SleboaMt3ehWcwqKym6kDFSQcXe2iwqV0kVE/iycNam8qg6NpUYQcOzc9W8+fVshbfw6uziPCu7fz3rS1t6Jn/f3chmimBwEAhmbqIIiBABIhk6QSMTVi2b9vvtIc2t/8P3FxDsXE+/g1xix9F0crF0cbBxtLTVxW1Cd7O6e3j4DPV1lL/r8qtQ2NF++effJs2KsCrauNuOtuVPHSNyHpgZ1xYIZW/46joaTsbs5yfcyp8WMk7MYF27cSbqbIdleSktTY+70aDkLA4FARo6KKEKpMGha77z1xv/2HBMrW4DR2Nza2Nya+iCbSCSaGhnw+PyOzq7eFyUiyWSSn6dLVKifwr2CcqCxufXKrbRHT54juC7yBAJh2fzpDLosN6VHiLWF6eSI4KvJ/dVbktOyIkJ86TQtuQlQXdeYmJouOW9uYjg/dsJgG/sQCGQso8qKEABgasRasSB279FzUtvDYgiFwpr6JrFJPl+QkZ2fkZ1vb20eGern7eaodOXeh4NAIDx7NfluRo7kI5o5KXyMdAvDEzM+8E56TheHCwDg9vQm3X04a7Ist82HBtukRKFSKH6ezuMCvGytzOQmAwQCkS0iipDL5f7xxx9nz56tqqrq6xOxourq6jQ0lNJP6O5st3rR7DvpOfgkCqFQWN/UKhAIhnOHkoqakooampamjjadrqVJ09Kk0bSYOgw0KmfUBJcHAoHgwIlLuQVFYvM2lqaxE8Od7cecFgQAaGpQJ4YHnb+egg5T7mdHjfOXjymGIMijJ8+w4eTI4InhQermP4dAVA8RRbhy5cqTJ09Onjw5PDxcrOmSUtfLR+udi0329vGKy6qel1Q8K66oaxwonkImk7TpNEAgiMVBcLg9YoUub955OGtyePS4gDGyhfaq8PmC/f9cePKsBD9pYWo0Y2KYh/OYLrAeHuJzKy0TTWDv4/FupKTHzZBHKkVJRU1bBxs91qBSpkSFyLlZDAQCGQ0GFKFAILhw4cKPP/64YcMGBQokNzSoFHdnO3dnOwBAB7urpbUDtfnQEnYIghQUlt2+n/W8pAIZxKsqEAjOXb1dWFr51rxpDDluU8kEvkCw71hCfmEpNmOgpztnaqS3m9PY1+tUCmVKZMipS0no8N7D3AlhAXpMndH+3KzHA35RLzd5t0yDQCCjxMCmV1dXF5fLjY5Wx7A3XW2GnbW5iZEBVsiVQCC4O9t9uGL+F/9aOT7Ie4hOePnPS3/ZET9YKaCxCY/HP3X5Nl4LGrH0P3lnkY+7EmhBlLBAL/0Xmo/PF4g1PxoNBAJhTl4hNvT3dBntT4RAIPJhwCLU1dX18vLKzc0NCQlRoEBjDRMjg4WzJs2PndDZxeFwezgcbje3p7W981ryfcxT2t7ZtePAySlRodOiQwljXpP09vH+Onq+pKIWmzExNPjX6gXKFfFIIpGmRYcefVEE7sGj/InhwYYGo9gs7FlJedeLbWYtTQ0XB5vR+ywIBCJPRMIg9+/fv2XLloSEhN7eXkUJNDYhEolMHYaZMcvB1tLbzTF6nP/nHy23t7HAFgiFyNVbabsPneX2jOlH19jc9r89R5+XVGAzJoYG/1qlZFoQJcjXAwtWEgqFV5PTRvXj8PGibo7WsGIfBKIyiHyZV65cWVFRMWfOHDqdri8KVI1i6Olqf7xqwZSoELwJWFBUtuWv41j/vLFGdt7zX3cdxrdVMjcx/PfbC5W0wg6RSJgWPZBNn5n7VDIHRlb08Xj4qCJ3XIkiCASi7IhEjS5evLi9XXovYKWOGh0liERi7MTxjrZWh05d7uzqb8FT19C8effRtxfNwtuLCkcgECZcT0lOy8JPWpoZf7giTp7Z6DLHz9P5RsoDVLUjCHL07LX/vLtkNGy1vGelvS/KMjB1tC3NjGT+ERAIRFGIKMLPP/9cUXIoL872Vus/XLr3yHmsYV5XN2f7gVMLZ00MlWMPWzxtHeyi0kpuT28fj8/j8fgCQVFZVXlVHX6Nl6v98gWxyh73SCAQZk4K33PkHDqsqm24kZo+bRSaJuLjRf28nMf+TjAEAhk+0ivL9Pb21tfX4/vUQ4ZAV5ux9u03j5y9hmVbCwSCY+eu5z0rmRYzzsJUftZDRXXdrXtZOfmFQqFwsDVkMiluRoyDlYmya0EUDxd7P08X7Mlfv/3A08Vets+c29NbUFSGDQO8XGV4cwgEonDEnUgHDhxwcXGh0Wj+/v0NB7744otPP/1U7oIpGRQKecWC2BkTwvCmwuOnxb/uPLTvWMLo7V2hCIVITn7hlr+Ob9599NGTZ0NoQX093U/WLAoL9B5VeeTM/JkTsC6dAoHgyJmrw6wZNExy8wv5/P4bGrH01KH2LASiVogowt27d69evdrPz2/dunXYZHBw8F9//QWDZV4KgQCmRoeuenMWFdfAFkFAbkHRL3/G7zuWINlAGKO6rrG+seU1PrS3t+/2/Uff/7Hv7+MXSnEdBKXi7mT32QdLrcxNXuODxjIMmtabsydjw5r6Jqwqt0zIfDxQVs0fmoMQiMox4BpFEGTTpk2fffbZTz/9lJ6evm/fPnQ+KCioq6urrKzMxQVmEL8cH3cnlj7zxIVE/J4cqg6fFpUvmjM5wFvkl5TD7Tl27jpa7dPWymxSRLCHsz3erOzs6s56/Kyypl5LU8PSzNjSzNjUiEUiEdvaO1MeZKdlPpaasGFqzHK0tdSgUshkMoVMplLIVuYmNpZmqrq35eXqEOjj9jCnAB0mpmZ4uznKxHTr7OouKqvEhgFe8FsAgagaA4qwra2trq4uLi5ObAWLxSIQCE1NTVARDhMLU6P/vLukoKjsalJaefWAOuzj8eJPXa6sqZ8zNRJtZFFRXbf/xKXWF+kWZZW1e4+cMzEymBge5OXqkP+89GFOwbOScrG+EGQyyZilX9fYIukCJRCAi4NNTFiAs72Nquq8wYibEVNYUtnB7gIACIXCw6evrv9gKZk80mjn1AfZ2PO3NDM2Yil3mXUIBCLJgCLU1NQkEomS6RNFRUUIgrBYLPkKpvS4Odq6OdrmF5ZevXW/AqcOk9OyquubVi6Mzcx9mnA9VXI3q76x5ciZqwQCGKzGKZ8vkNx0pJDJgT6uUeP8TY3U9C9F09JcNGfy7sNn0WFdY/ONlAfTJ4SN5J4V1XWJqRnY0B+agxCIKjKgCGk0WkhIyObNmyMiIrDocD6fv3HjRisrK2dnZwVJqNy4O9m5O9k9yHpy8mISj89HJ4tKK7/d/FcfjzfEhYNpQUm06bTwYJ/xwT7aY6mDrkJwd7YL8fN48CgPHd6+/yhmfKDm4HVih6aPxzt0+gpmduto08cFeMlGUAgEMpYQSZ/YvHlzTEyMr6+vn59fT0/PN998c+7cufz8/FOnTqlkT1q5EeLvaWZiuO9YAtbEB68FCQQQFeof6ON2617moyfPJR2eFqZGAV6uPD6/qrahsqahvbP/JqbGrOhx/gHerhSyijdYHj5zp0fnPy9ld3MAANye3nsZuRPCA1/vVuevpTQ2t6HHBAJY8sZU2HoQAlFJRH5AQ0ND79y58/nnnx8/fpzP53///ffe3t4XL16cMWOGouRTGazMTdZ/sHT/PxfF+lTQtDSXzJ2KtktcPn/GzInjk+5m3n/0hMfj6+lqB3i7Bfq4ink72d2c+sYWmpammbGhum0EvhQtTY3IUL9LN++iw9v3s6LG+b1GXaSCwrK7GTnYcHygj5uTrcykhEAgYwlxSyIgIODmzZs9PT0NDQ1MJlNXV1chYqkkDDrto5Xzz18bKHVmY2G6cmGsvt7AQ9bX050/c0LspPEd7C5jlr7UCibadJq2rbp7QYcgPNgnMTW9t48HAGjv7MrMfRrs5/FKd+jmcI+eu4Z5p41YenOmRcpcTggEMkaQ7lLT1NSEZWVGAyKROHd6tIOt5aMnzyxMjaLH+Us1VrQ0NaAX7rWhaWmG+nvevv8IHSbdzQzy9Xgl0/mfhMROdn/xWCKRuCxuumpU4YFAIFIRUYS7du3q7OyUXKSjo2NjYxMeHs5gMOQlmCrj5eqA+kIho0R0WEBqeg6621rX2JxfWOLhbD/Ma+89zM3JH2jAOzUqxNrCdFSkhEAgYwMRRfjzzz9XVlYOtlRfX//48eOTJ08ebAEEMkbQZ+r4eTpjHQST7jwcpiK8m5F78uJNbGhtYTolCvaphkBUHJFY0OPHj9vY2Ozatau2tlYgEFRXV2/ZssXW1jYjIyMjI8PFxeXNN99ks9mKkhUCGT4Tw4Mwd2hxeXVZZe1LL7l5J+PkxUTkxd4glUJZFjcNxktDICqPiEX49ttvf/3116tWrUKH5ubm/9/efQY0kXUNAL4hEAKh994RwY4LsjZcBBtKlWJn7WWtq6ura3nFurr2F/srKioliqyIDZSVoiKC4gqI9BZ6byHt+zF+wxAQUUoInOdXZuZMchJjDvfOnXs3bNjAZrM3btwYHR1Np9N1dXWfPXvm4OAgiFQB+Aaaasomhnqp6dnY5tOY+CU6DgihfEZJfFIKo6hMU11lhJmRjqY6Vi/vR8Q8JMxQSiaTF7rNgHlkABgIWgphdXV1SkrKDz/8wBdhYWHx+++/c7lcdXV1AwMDBoOBABAGthMs8EKYlPIp5NHz96np+NTnyZ+ynjx/JScjPdzUiM3hxMYn4SdSxMSWzHGA+yUAGCBaCqG4uLioqGhMTMzw4a2mz4iOjqbRaFgHEZPJlJGR6e0cAfguJoa6Wuoq+YwShBCXywuPimsbU1VT+/xVInEPVZyyYoGLkZ5WL2UJABC0VnONzp49e/PmzfX19Y6OjsrKykVFRXQ63dvbe9myZQih3Nzc3NxcU1NYhgYIDdsJlr6BoZ2Pl5SgrvaardvvVqoCAHSg1TXC8+fPNzQ0bNmyBV+PkEQizZkz5+jRowihhoaGc+fO8bUXAejLRg0ddO+JbPn/r++BECKTyWbGeiZGupk5BR/SspjMZvyQjBRtzc9uGqoDdNZyAAasVoVQRkYmJCQkOTn53bt3DAZDU1PT3Nzc2NgYOzp48GBYiQkIFxEREU9Hu//532tiNhvpaf0wwnTkkEGSElSEkLWVOYvN/piRk5ScnpaZqyAvO8fRTllRXtApAwB6Wzszy5iZmZmZmfV+KgD0hMFGegd/X83mcMUp/LPDiImKDjUx7Py99gCAfom/EDY0NNy6dSsxMTErK0tGRsbCwmLRokWKiooCSQ6AbkEmk79j3m0AwADRqhAWFBRMnjz548eP0tLS6urqZWVl/v7+hw8fDgsLGz16tKBSBAAAAHpOq1kz1qxZU1paGhISUl1d/fHjx/Ly8tjYWAUFhfnz5/M6v1AsAAAAIDxaCiGTyQwLCztx4oSDgwO++s+PP/54/fr11NTUlJQUAWUIAAAA9KCWQlhXV8disdreJmhqakoikcrLy3s3MQAAAKA3tBRCOTk5OTm50FD+u4/DwsJ4PJ6BgUHvJgYAAAD0hpbBMmQyefny5d7e3uXl5Z6enpqammVlZQ8ePDhy5MisWbM0NTUFmCUAAADQQ1qNGt23b19lZaWPj8+ZM2fwnfb29levXu31xAAAAIDe0KoQiomJXbhw4Y8//oiKiiovL5eRkRkzZsw3TS7K4XB27Njh7+9Po9F+++23RYsW8QUUFhZeuHAhMTGRw+G07YYFAAAAellLIaysrFRQULh9+7aLi8u8efO+7+nOnDnz4MGD58+fFxQU2Nvbm5mZWVhYEANKS0urqqpGjRr1559/dilxAAAAoDu0DJah0WiioqJSUlJdeboLFy5s375dR0fnxx9/XLBgwcWLF/kCRowYceLECUdHx668CgAAANBdWgohhUJxdHQMCgr67uficrlpaWmjRo3CNkeNGgV3HwIAAOjjWl0jXLBgwcqVK11cXJycnNTV1fHb6hFCNjY22Nq8HaisrGSz2fjKvbKysqWlpd+d2du3bwMDAzds2IBtSkpKvnz5UlxcHNssLS39aj6gA135pwHw6XUR/P/tirKyMg6HAx9gu3g83o8//lhZWYltstlsNbWvLy/aqhCuW7euqKgoODg4ODiYL66xsZFKpXb8XLKysmQyuba2FnvhmpoaBQWFb3gHrQ0fPnzp0qVz587FNiUkJIgJcLlcVVXV735ygBCCD7Ar4NPrCvj/2xUkEklJSQkK4Zf8+++/zc2f1xm9f//+7du3v3pKq0IYGhqKn8+HQqF8/blERXV1dVNSUrAlDFNSUgwNv3+BGxERERqNJi8P68MBAADoLBqNRqPRsMedHPXSqhAOGzasixksWrTo2LFjdnZ2ZWVl169fx25AbGho2LRp0969e1VUVDgcTk5OTkFBAY/Hy8zMFBUV1dHR6eKLAgAAAN+tnYV5u2LLli2pqamqqqpkMvnXX3+1tbVFCLFYrIcPH27duhUhVF5ebmdnhxDS0NCws7PT0tL6559/ujcHAAAAoPNEHz58+Mcff3w1LjY2tjO9oxISEjdv3uRwOMR1UGVlZbOzs7HHKioqGRkZ35stAAAA0M1EpaSkiBNqR0RE1NbWWlpaamholJeXx8XFsVgse3t74gjSr4LVwAEAAAgL0fHjx48fPx7bOHz4cGpqamhoKH7drrKycuHChTQaTUxMTHBJAgAAAD2lZQAul8s9dOjQX3/9RRy9Ii8vf+7cOT8/v7y8PEGkBwAAAPSslkJYVVVVVVUlKyvLFyEtLY0QysnJ6dW8AAAAgF7RUghlZWWVlZVPnDjB4/GIEadOnSKRSF25IxAAAADos1otzHvgwIFly5a9f//excVFQ0OjrKzs8ePHz58///XXX9XV1QWYJQAAANBDWt1HuHTpUiUlpf379x88eJDFYpHJZGNjYx8fn5UrVwoqPwAAAKBH8d9Q7+Tk5OTkxOFwiouLlZSUOnPvIAAAACC8Wk3bGh4ezmKxEEJkMllDQwOqIAAAgH6vVSFcsmSJjo7Otm3bMjMzBZUQAAAA0JtaFcKAgICpU6eePn3a2Nh4+vTpwcHBbDZbUJkBAAAAvaBVIbSysvL19WUwGGfPni0qKnJxcdHW1t62bVtWVpag8gMAAAB6VDtLO8rIyCxfvjwxMfHFixd2dnZ//vmnkZHRzJkzw8PDez8/AAAAoEd9cY3j3NzcsLCwp0+fIoQmTJiQlZVlZ2fn5OQEnaUAAAD6E/5CyGazQ0JC7O3t9fX1T5065eLi8uHDh8jIyH///ff27dv3799/+PChQBIFAAAAekKr+wgPHjx45syZwsJCc3Pz8+fPz5kzB1/wnkQiubi4mJqawqSjAAAA+pNWhdDX19fOzm7VqlVjxoxpN3rPnj0mJia9khgAAADQG1oVwjdv3khJSXUQ7eLi0sP5AAAAAL2q1TXCjqsgAAAA0P+IIoSWLl361XV3Q0NDYZF6AAAA/Y8oQig9PT0jIwPflZ+fr6CgICkpSYzjcrm9nRoAAADQ80QRQpGRkcRdYmJif/31l5eXl0ASAgAAAHrTF2+oBwAAAAYCKIQAAAAGNCiEAAAABjQohAAAAAY0UYRQTExMfX09vovH43348OHx48fEOFtbWxERqJoAAAD6G1GE0OLFi9PS0oh7jx49evToUeKexsZGKpXaq6kBAAAAPU8UIXTy5MmampqO4ygUSq/kAwAAAPQqUYTQtGnTBJ0GAAAAIBhw2Q8AAMCABoUQAADAgAaFEAAAwIAGhRAAAMCABoUQAADAgAaFEAAAwIAGhRAAAMCABoUQAADAgAaFEAAAwIAGhRAAAMCABoUQAADAgAaFEAiBsoayJnaToLMAAPRPUAi7R11zXQdH61n1GZUZPB7vSwHvit99KP3wpaPljeX0ZPqnik9fCniS+eRM3Jni+uJ2j5Y2lB6MPnjq1alGdmO7AaFpoYtDFl95e6XdozXMmnUP1jnccojIimg34HHG47GXx866NSujMqPt0WZO87J7yzT+0ph/Z367CcQVxBmcNJDcL3kg6kC7z7/+4XqVIypqR9Uepj9sNwAAALpiQBTCm+9vTrgyYUXoitrm2rZHq5nVHnSPQacH7Xu+r93T76Xd0zqmpXlM827q3bZHWVyWB91D+qD0oNOD0srT2gbEFcTpHtc1OmU0xW9Ku82aVfdXjTw3cqjP0O0R29seza7KHuoz1C3IbajP0AfpD9oG/Bnz55TrU9Y+WDv6/OiC2gK+ozXMmkm+k7ZHbF//cL2zvzOHx+ELuJ1y2+GWw5W3VxaHLD4cc5jvKJvLdg10PR13+l7aPfsb9rF5sXwB8YXxTv5OL/JfhKaFTvObVtFYwRew/uH6SwmXGHWMG+9vLA5ZzPfXQH5NvqO/Y1ZVViO7ccfTHZcTL/OdfuzFsVOvTvEQr5pZ7R7k3sGfCwAA8H36fyG8m3p3QfCC6NzoC28ueAR58FUCDo/jEeQR+CHwU8Wnnc92Ho09ynd6AiPBk+5ZUFtQWFs45/acVwWv+AI2PtwY+CEQIfSp4tOsW7OqmqqIRwtrC538ncobyxFC4Znhy+4t4zv91KtT5+LPYY8PRh/0fetLPFrPqncOcC6qK0IINXOa59DnpJSlEAPCPoX9HvE79rigtsDZ35nY6uLyuPPvzE8uTcY2H2U82vJ4C/H09yXvve568dDn4rQ9YntoWigxYGv41vDMcOwxk8N0DXTNq8nDjxbXFzsHtLxiekW6B92DzWXjAeffnMffHULI/1//g9EH8c0mdpNLgAv27jCr76+OyYvBN8Mzw7eGb8U3a5trHW85Yh8mAAB0l35eCJNLkxcGL+TyuNjmg/QH28K3EQN+D//9UcYjfHNb+DZiq6ukvsQ5wLmB1YBtYj/cxFbX5cTL/339X3wzrTzNk+6J11omh+kS4MKoY+ABfkl+f8b8iW8+y3726+NfifmsDF35Iv8F9pjH4y0OWfy26C1+tJpZ7XjLEW91fSz/OO/OPPzdIYReF75e+vdSvNW1O3L3vbR7xOc//vI43gVa0Vjh5O9E7NTl8rjz7szDC+f1pOvHXhwjnl5UV+Tk74R9IM2c5tmBs/Nr8okB4Znh+DuKzo1e92Adam3ns51/f/wbe7z83vLXha+JR5s5za4BrrnVuQihzMpMvrKKEMqozHAPcufbCQAAXdGfC2FlU6WjvyNfd+jR2KPX3l3DHt98f/NI7BHiUQ6PM4c+J7UsFSHE4rLcg9yxH2VcYW0h3up6kf9izf01fC/6KOPRb09+wx6vCl3VtgW5PWJ72KcwhFB2VXbb33SsdmLV5VDMIaytSfSp4pMn3ZPNZdcwa5z8nfgaoNibOhRzCCF0O+X2/uf7234sq0JXxebFsrlsD7pHZmUm39EaZo2jv2NFY0V8Yfzye8vbnp7ASMB6ONc+WBudG9024NSrU5cSLuXV5M0OnN3MaeY7ijVS/y3599iLY9eTrrc9vbi+2MnfqaS+xMnfqW1HK0LoadbTjY82tt0PAADfh7xnzx5B59C+kJAQPT29kSNHtnu0rq5OWlq6g9M5PI5LgAtfgwPzMP2hrYEt9lPbtm3B5DCfZD6ZP3z+b09+oyfT255eWFuYVZVlpWVle822islfhxBCL/Jf6MnpPc95TuwGxPEQ737afTtDu7m352ZVZWE7RUgtf5HUNdc9z3muIKGw+v5qvNNSQlQCTzWzMrOqqepy4mXiFTtFCUW8i/JZ9jMJUYlNjzbhdUiVpspDPBaXhX0y99Pup1Wm3UtvaSyaq5vjLdeKxoq4griz8WfxOiSEKhKgAAAVjUlEQVQhKjFWe2xOdQ62+aH0Q3RuNPHDsdG34fK41cxqbPNRxqP7afezq7OxTRIibR23Na4gDmu8NnOaQz6GhHwMwduyZspmC0csxJvCRXVFlxMu4y+HENpns4/NZeN74griNKQ1RmuMbvvx9o76+nopKSlBvXo/8NX/v6AD9fX1kpKSJBJJ0IkIgdTU1Hfv3nl6enYc1m9bhHx9njMHzZQQlcAeYz2cxItbVFHqyh9W4sFp5WljLo7xee2D75msP3nmoJn45s33N83Pt1QOEiKdmXFGW0YbD1gZupLY52miaBLkFiQqIoptVjOrrS5ZvSt+hwd4/+S9fULLSJk3jDduQW54nVCUUExcmThOexwecDruNPFi3qIRi14te6UooYhtcnncreFb8T5PCplyx+POFccrJPT5f05xfXHAxwD89Ak6E14ufbnMvOX6ZWR2JLHP86LDxdC5oUNVhuJ7iCNIjRSM6O70u553aWI0bE8zp5l4LXOn9c5DtoeOTzuO7ymsLcTruhxV7q7n3SN2R5wHO+MBlU2V+OM5Q+dsH7+d7k7Xk9PDd659sDYqNwoBAAaS7KrsRXcXLQhe0O4Y9e/WPwshX5/nOO1xt91vX3a8jFcCRh2D2Od5fub5s/ZnF49ajO8h3qugL6cf4BZww+WGmbIZvrOkvgR/vH3C9jUWa+563pUUk8T2MDlM/IdeVlw2ZE7IbLPZR6e0jMQhtkTdzNx+H//73p/2Opo4tn0voiKigW6BJoomtz1u68jqtA2w1LQ8N/OcobxhoFsgXmuJzsw4M1Z7rPsQ9x0Td7Q9qiOrQ3eni4mInZlxZoLOhLYBm8dunjdsnjRF+u85fytJKvEdlaZI3/W8K0+VH6k20tfJF/+EcY4mjrutdyOE1lisWTF6Bd9RMol8y/WWsYIxiUS65nxtuOpwvoBRaqMuOVwikUjKksohniFSlM/tMOxqIrHVCADo38oby22u2lx7d80vyc81wLUbn7kfFsKo3Kilfy/FN7VktOjudAqZMmfonG3jt7WN32C1YeGIhQghH3ufsdpj+Y7SxGh3Pe8qSijKiMuEeIYoSCjwBcwcNHPvT3sRQubq5v9z/B9fJRAhidxwvWGiaIIQWj9m/ZJRS/hOH6E64orTFRKJJEISue5yndjqwhydctRG3wYhpEpTJdZajLqU+h2PO1RRKkLIRt/m+NTjfKevtliNN/X+M+k/ToOdiEclRCXueNxRoakghChkCt2driurSwyYYjjlkO0h7LG+nH6gW6CYiBh+lIRI15yvDVEegm3ONpu9y3oX8XQzZbPrLtfxjt/TM05P1J1IDDgw+cA0o2nYYymKVIhnCLHWKksqB3sG4295uOrwq05X8U+4tKHU8ZZjPaseAQD6OzaX7RHkgV9O6uC+6u/Q3wrhk8wn0/2mE/s873jcUZNSwzb32eybNWgWMX6y/uQjdp/bjuJk8Tsed4g9nCRE8nXyxZspRgpGfK2uwUqD/Vz88B96jyEexB5OhJD3T972xvb4po+9D7GHU0lSKdgzGO9RlKZIh3iG4D2cCCGvkV7rx6zHN0epjSK2usTJ4nR3uqa0Jh7wi+Uvy0e3jHCZqDvxxLQT+KYISeS68/VhKsPwPRcdLo5Wb7nSpkJTCZkTgudjpGB0y/UWmUTGA37S++nk9JP45u5Ju/kq627r3a6mn/9SU5BQCPEMkaa0XAoSExGju9MN5A2wzXnD5m0Z2+p2Dj05Pbo7HavrVFFqkHsQX2F2MXXZPWk3vvmu+N2i4EUdzFQAAOgftjzZQrwiQ7yY1XXdPFiGw+FcunTpwoULKSkpI0eOpFAobWP++eefo0ePRkZG6urqKioqtg3AfMdgmZCPIS4BLsQb6S47XJ5hPAPfJJFI9oPs7328V9pQihAykDd4vOAx3tuGEJKiSFnrWd9IuoGNK9k5cecay1bjQg3kDZQklbBhnwoSCk8WPiHWIYTQJL1JyaXJ2B0Ic4fNPT71OPGaNlmEbD/IPiQ1pKKxQlJM8q7n3VFqo4iny0vIW2lZ3Um5w+QwbQ1sb7jc4OvtHKI8RFpcOjI7kipKvezY6t1hphpOzanKSS1LHa8z/rb7bWIdQghRyJRZJrOSipPYHPYB2wNtW6hqUmrjdcZnV2UPVx3u5+KnIa3BF2ChYYH10K74YcXWcVv5rtiTSCTHwY40MZqpsqmPvY+Jkgnf6TQxmscQDwUJBc+hnnsm7SGLkPkC9OT0XM1czZTNDk4+aKFhgdqw1rX+UPoBv8cDuxg5SW9S28ieA4NluggGy3TFABwsc/XdVeKdb9a61tecrxH/Rv+STg6WIXXvX9Pr1q178eLFL7/8QqfTmUzm48eP+QKePHni7u6+f/9+BoPh4+Pz/v17DQ3+n1rMzz//bG1t7eXl1e5RBoOhrq5O3HPr31uLghdhBQxzyPbQ1nFb25yKiuqKDkYfZHFY28Zva/eqW1Jxkl+S31CVoViXaVsRWRHvit45mzrry+m3PcrhcR58ekAikaYbTScOB8U1sBpe5r80VTZVl1JvexQhVMOsKagtGKw4+Evf9brmOlERUazl9H2Ki4tVVVW/+3TBqmfVj//fePwOSxIiBbkH4S3RXiDUn15f0Pb/L+i8kpISJSUlEZH+1p/3JXEFcda+1vi0XLqyuq+Xv1aWVO7MuXfv3r169WpwcHDHYd1ZCCsqKrS0tN6/f29oaNjU1KSmpvb06VNzc3NijJ2dnb29/YYNGxBCHh4epqamX2qSflMhvJRwaWXoSvxOdhIinZp+6hfLX7rjbfVPwv5TnlOdY3nREh+yRBOj3Zt7j68fteeUlZUpKfGPGwKdV1JSoqKiIugshFV5ebm8vPwAKYS1zbX2N+zxaUwkxSSjF0fzdaR1oJOFsJ1Bht/tzZs3qqqqhoaGCCEqlTp27Njo6Gi+QhgTE3P06OfBkzY2NkFBQV1/Xd+3vsvvLcdvuSOTyBcdLv488ueuPzPos3RldenudNtrtti9kvWsepurNoJOCgDQg0iIdMnhUuerYOd1ZyFkMBjEP5OVlZUZDAYxoKqqqrGxEY9pG0CUmZn57t07vJJLSUkdOXIEv+hYUVEhJvZ5+OKup7vwKigmIuZj5zNLa1ZZWVk3va3+qaKigkz+eg97X2YqaXpo4qFNzzYJOhEAQG/4xfwXOzW7jn/beTzexo0ba2s/TyhWVFTEYrE6iMd0ZyEUFxcnvmRzczOV2uoiFraJx7QNIFJUVBwyZMjEiZ9H21MoFGVlZfyaWWNjo5ycHPZYVUo1rzYPIUQVpd5yuTXTeGa7TwiImEwm/gEKr7Vj12bUZvw3/r9fDwUACLOphlOPTDvSmQEyHh4e9fWf76qKj49PSEj46indWQg1NTULCgq4XC7WeZ2fnz958mRiAJVKVVBQyM/P19PTwwK+NFIGISQrK2tpafml0T5ZWVlqampYo9DX2XfTo02NrMZ9Nvv4blMD7WIymTk5OZqaml8P7fNOzjhJE6fd+3iPyWH22os2NTWJi4sPqGF73YjH4zGZzA7+CAYdYzKZFApl4Hz9REVEf9T68fSM0+Ji4p2JnzWr5R45KpWakdGJOWh43ae5uVldXf3hw4c8Hi8zM1NCQqKwsJDH4+Xm5j59+hSLWbJkyerVq3k8HovFsrCwuHz58peezcvL68qVK186amFh8eLFi25MfkCJjIwcP368oLMQYhMnTsS/0uBbvXr1avTo0YLOQohNmTIlNDRU0FkIh+DgYCcnp6+GdWeLUExM7MiRI/Pnz7exsYmJidm2bRs2sDM8PPzw4cOpqakIoe3bt0+cODE7O7ukpERcXHzu3Lnf91o8Ho/L5X49DrSHy+Xy4Cb0LoCvX1fAR9dF8PXrdt1ZCBFC8+bNGz9+/Nu3b/fs2WNqaortdHZ2njDh8ySWBgYGqampUVFRNBpt3Lhxwj5eAwAAgLDr5kKIENLV1dXVbXU7l5ycHHFchpSU1PTp07v9dQEAAIDv0M0zy3QjW1tbDoczaNCgdo8GBwePHTtWqG8JF6DCwsL4+HgHBwdBJyKs/v7779GjR/eP0Ua9r6SkJDo62sXFRdCJCKuwsLAhQ4bwtTdAu7Kzs6uqql694l8gnU/3twi7y+LFiwsKCmRlZds9Ki0traurKy7eqUFEgM+QIUMGDx5sbGws6ESElYyMjLa2Nox7/D7Nzc0GBgYmJvzz0IJOkpOTU1dXl5SU/HrogDd48ODOTAvcd1uEAAAAQC8YELPVAQAAAF8ChRAAAMCABoUQAADAgAaFEAAAwIDWd0eNdqCuri4hIUFDQ8PIyEjQuQiZ5ubm/Px8fFNJSUlGRkaA+QgLHo+Xn58vJSUlLy9P3P/p0ycGg2Fubg4L1nessbGRwWBoa2vji8aUlZXV1NTgAfr6+gNn8sxvlZ+fn52dra6uji1yhyspKUlJSTExMVFTUxNUbv1ET07z1iPi4uJUVVVtbGw0NTXXrFkj6HSEzNu3b0VFRQ3+382bNwWdkRBYt26drKwsiUTavXs3cf+qVas0NTVtbGzU1NRev34toOz6uoqKiuHDh2MLqKWlpeH7165dKy8vj38V2Wy2AJPsy6ZOnaqqqmptba2qqurg4MBkMrH9169fV1RUnDJliqKi4sWLFwWbpLATvkI4adKkw4cP83i8kpISRUXF+Ph4QWckTN6+fautrS3oLITMy5cvc3JyPD09iYXw9evXSkpKJSUlPB7v8OHDNjY2Asuvb2tsbIyMjCwvL29bCPfs2SPAxITFs2fPsL8Sampq9PT0sKUIsIVdIyIieDzeq1evZGRkamtrBZunUBOya4SlpaX//PPPokWLEELKysr29vZ0Ol3QSQkZHo+Xnp7ewZLIgM+YMWN0dHT4dgYFBc2YMUNZWRkh5OXl9ezZM+y3HvChUqnW1tbt9sA3NjampqbiS8eBdk2aNAmbk1laWtrY2BhbljYyMlJSUtLGxgYhZGlpqamp+fjxYwEnKsyErBDm5+eLi4vjM6vp6enl5eUJNiWhU1lZ6ezsPHTo0B9++CE9PV3Q6QirvLw8bFlNhJCKigqVSiVefAWdcfXqVTc3NyUlpY0bN/JgZo+vSUpKevXqFTYzIvHrh+CXsMuErBA2NjYSp1UTFxdvaGgQYD5CZ9CgQSUlJe/fv2cwGMOGDVu2bJmgMxJWTU1N+LgPhBCVSoWv4jfZvXs3g8F4//59cnJyQEDAzZs3BZ1Rn8ZgMFxdXQ8cOIBNv9zU1IRddsXAL2EXCVkhVFNTq6mpYbFY2GZZWRm25CHoJAkJCWyKQgqFsn79+tjYWFjY7PuoqalVVFRgj1ksVnV1NXwVv4mioiL2QF9f39XVNSoqSrD59GWlpaW2trZeXl5r1qzB9qiqqhK74uGXsIuErBDq6OioqalFR0djm8+fPx8zZoxgUxJeWVlZCgoKIiJC9h3oIywtLfHf7ujoaDU1NS0tLcGmJLyysrKUlJQEnUUfVVVVNW3aNDc3tx07duA7LSwskpOTKysrEUL19fUJCQmWlpaCy1Hokffs2SPoHL6BiIgIi8U6ePCgurr6pUuX4uPjz549S+yhAh07e/ZsREREcXHxo0ePtm3btmnTpnHjxgk6qb4uIiIiKCgIGw7DYDBoNJq6urqJicmhQ4fy8/Pr6+s3b968cuVKfPVpwOfUqVORkZERERHi4uKJiYmWlpZkMtnLy6uioiI9Pf3kyZNhYWEXLlzgu0cTYCZPnlxaWmplZRUTExMTE9PU1GRgYCAvL//27Vt/f38ZGZmdO3fq6Ohs2LBB0JkKMeG7oX7r1q3Kysp0Ol1VVTUqKkpCQkLQGQkTc3PzgICAhIQEZWVlX19fWCG5MxoaGiorK6dNm4YQqqysZDKZCCEJCYmoqKjjx4/T6fTNmzf//PPPgk6z76qqqmpoaNi6dStCqLKyEhsXY2VlFR0djf2sf/jwAdrTXzJt2rT6+nqs8YcQwq8FXrt27cSJE35+fubm5ps2bRJcgv0BLMMEAABgQIPrQwAAAAY0KIQAAAAGNCiEAAAABjQohAAAAAY0KIQAAAAGNCiEAAAABjThu48QgP6hvLz8w4cPFhYWvXAv7Js3b7BFHrS1tfX19RFCBQUFKSkp1tbWX5qPIiYmhsPhIISMjY1h+i7Qv8F9hAD0iMjISG9v7y8dtbKysrS0dHJySklJGTx4cE8nY2Zmlp2dLScnt2bNGmymrgsXLqxYsaKsrAyf85OPoaFhQ0NDUVGRj4/PqlWrejpDAAQIWoQA9AgajYYvlFNXVxcYGGhubj5y5Ehsj4qKiq6u7uLFi+Xk5HonHzc3t6tXr3Y+PiMjo6qqCqY9AwMBFEIAeoSFhYWFhQX2ODs7OzAw0MnJaefOncSYy5cvCyI1AEArMFgGAMGIjo4eN25cbm4utunm5rZr166goKChQ4dKS0tbWVklJCRwudz9+/fr6+srKiq6ubkRV95BCF29enX06NE0Gk1VVXXBggUMBuNbcygpKZk3b56CgoK2tvaSJUtgsXgwMEGLEADBKC8vj42NxedQTk5OTkxMFBMT27hxI5VK9fb2njlzpru7e3Jysre3d2lp6e7du1evXh0QEIDF7927d+/evStXrty1a1dFRcW+fft++umnN2/e0Gi0zufg6upqa2t77ty5pKSkw4cPKygoHDlypPvfKgB9GxRCAPqK4uLiT58+qampIYRUVVWnTZsWFRX1+vVrbM3IysrKAwcOMJlMcXHxnJwcb2/vHTt2/Oc//8HOnThxopmZmZ+f34oVKzr/ip6enrt27UIIubu75+Xl+fn5QSEEAxB0jQLQV4wbNw6rggihYcOGIYScnJzwlZOHDx/O4XDy8vIQQmFhYWw229raOvP/kUgkfX39xMTEb3pFNzc3/LG5uXlxcXFjY2P3vBkAhAe0CAHoK5SVlfHH2M2FxD1UKhUhhBWq/Px8hNDkyZP5nsHQ0PCbXlFFRYX4ijwer6mpCdb4BAMNFEIA+goSidTJSKxWffz4kVgpEUJfujseANABKIQACB8rKyuEUGxsrJeXl6BzAUDowTVCAITP5MmTx40bt2XLltDQUC6XixCqq6u7efNmTEyMoFMDQPhAIQRA+JB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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "12974.680303643725\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 12974.68 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 923.7876250000003\n", + "Total computing time = 0.009720087051391602 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "10397.399499999994\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 10397.4 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.67 kg\n", + "Max SOC = 95.81250000000023\n", + "Total computing time = 0.18342280387878418 sec\n", + "Nodes Explored = 5732\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "10368.248999999996\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 10368.25 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.89 kg\n", + "Max SOC = 95.81250000000023\n", + "Total computing time = 0.3790321350097656 sec\n", + "Nodes Explored = 28505\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "10347.287499999999\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 10347.29 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.67 kg\n", + "Max SOC = 140.8900000000002\n", + "Total computing time = 0.07149505615234375 sec\n", + "Nodes Explored = 87\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "22322.900000000005\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 22322.9 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 4344.78 kg\n", + "Max SOC = 90.155\n", + "Total computing time = 0.0046579837799072266 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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+ "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "11063.951315789478\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11063.95 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 1206.1789999999994\n", + "Total computing time = 0.010442018508911133 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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iiy/mz59vvyY+Pv7jjz9u120AAGADuEa9nzqrGCHdNep1Qshs16jb+P7776dPnx4SEmL/UFlZ2ccffyyTyaZMmeKc3QkAQGsB16iXo1JrDEYjeSzg8+gJMl4eI2SYRei2VzIajT/++OPWrVvtH5JKpcnJyTqd7siRI2+++ebhw4eHDBni8Cb5+fm3bt2ihgZzudzVq1dTAc7a2lroA+cc8NY5TW1trdFoZOi7h+NihBp6lNTWqqur3fp5qlKpMAzT6bwivuWdlFXWUMdSP1F1dTV5rNfrzSYj9VBNbR31kAfRaAIRYj84lldXm92/B4Ig3nnnHa224Te5sLBQoVA0/RTkTiHcv38/j8dLS0uzf+jhhx9++OGHyeM333zz3XffPXz4sMObSKXSkJAQSibFYnFQUBCL1VANqVarpVKpwycCTQNvndMYDAaJRMJjlifoARIJmzrGMIFU6m45Z7FYfn5+bn5RBlFQWkUdB8kCqD9SnU4XGOBPPWQwmb3h79dkshSmBwX5SaWER7aRkpJSX9/QhUAoFGZlZTX7FPcJ4Q8//LBo0SI2m930sqFDh9IzSG2QyWTJyclPP/20w0d5PB5DP488Drx1TsN7gKc34gxCS8dKZDazebxm/jxdC4/HY7FYDH3r3INSbbHRgwMDqPcKx3F/qeULhFar84a3kR5mFou5ntoRPQ1lz549FRUVTSwmcVNnmZKSkiNHjjz11FPUFb1ef/ToUTKbVPNgsCRBEHv37u3Tp497dgUAHRzIGvVyrIoIAyT0h0QCerKMV7iXIUbYDFu3bh05cmRcXBx1paqqavz48UVFRdHR0fPnz6+pqYmOjr59+7ZarT506JB7dgUAHRzIGvVyaq2q6a2cn1bJMlqvSJZhcPmEzXl2dva+ffsKCwv11t8PN2zY0JZ0gDlz5ixcuJB+JSwsLD09PSwsDCG0devW9PT0mpqaZ599dsiQId5g4wNARwCyRr0ceb3jIkKEEJfL4XI5RqMJIWQymfUGI5/n4YwtuhAy61PcSgi//fbbF198kSCI8PBwm14zbZxHGB8fb3OFy+UmJSWRx1KpdOzYsW25PwAATgCuUS/HquO2v8TmUbFQWGdsUEq1WsPn+SPPYTAg4kFyDJfrFWOhWo6VEK5atWr8+PFbt24NDg721IYAAHAbIITejMlkVqrV5DGLhdGzY0jEIkGd4oEQanWyQE8KIXMDhIieLFNXV1dZWfnWW2+BCgJABwFihN6MvF5J2Vj+UglVJ0ZBn1OvUns4TOgjQiiVSmUymVKpbGI1AAC+BMQIvRmrdtt2flGEkFhkEUKPN5dhbqYMogshi8V69913P/zww5bU4QMA4AOAa9Sbsa6dcFAvL6bVgXo8cZS5jUaRTYywvLw8Pz8/ISEhJSUlKCiI/lAbs0YBAPBCwDXqzTRRO0EiFtMtQg+XEjLaNWolhGfPnhUIBAihjIwMm3VtzBoFAMALAdeoN2NdO9Gca9TTMUJGu0athPDMmTOe2gcAAO4HXKPejHWM0KFr1Itq6hntGnVTizUAALwQcI16M42N5KUQQ9aoi7DtLKNSqbZt25aRkVFUVMTn84cOHbpkyZLQ0FCPbA4AgHYFLEJvprGRvBSQNeoqrISwsLBw7Nixubm5wcHBkZGRVVVV+/bt++yzzw4ePNjYgEAAAJgLxAi9liZG8lL40YVQC8kyzmPlGn3++ecVCsWhQ4eqqqquX79eWlp65cqV8PDwBQsWEIRnJksBANB+gEXotdAzZWSO/KLIy5JlfCRGqNfrDx06tG7dOmpGLkJo4MCB27dvz8nJuXPnjie2BwBAOwIxQq+ltrkiQoSQgM+jJrwajEayAben8BGLUKVSmUymbt262awgr8jlcrfuCwCA9gdco14LXQgbswiRNyWOMjpGaBHCwMBAmUy2Z88emxV79+7FMKxr167u3RgAAO2OjUUIARDvodlMGRLvSRxltGvUkizDYrGeeeaZDz/8sKKi4vHHHyeTZf78889169bNnDkzMjLSg7sEAKA9wDDE5SIyJ4MgkNHIvI8wX6XZtjIk1omjnsyXYbRr1CprdPXq1QqF4ttvv920aRN5BcOwmTNnbt682RN7AwCg3eHz0YPkRGQwgBB6C02M5KXj5zUVFIx2jVoJIYfD+fLLL1euXHn27Nna2lqJRDJ48OC4uDhPbQ4AgPbGJkzoZzvzDvAMTY/kpRCLaDFCjwqhj7hGKcLDw2fPnu3+rQAA4H6ggsILaXYkL4X31NQz2zWqVCpLS0uDg4ODgoLy8vKMlJfEmm7dumEY5ubNAQDQ3oAQeiHNjuSlsJrEBK5RZ+Hs379//vz577777urVq0ePHl1UVORwnVarJQdTAADgS0ApofvR6Q0nzqUbDMZRDw10mBHa7EheCqusUa+xCJnnGh05cuTu3bsTExMRQps2bdJoNA7X8Rj3kwEA0AKglND9/PT7oWu3sxFCt7Py/vnSIntfW7MjeSnoMUINZI06Cyc6Ojo6Opo8GT9+vGd3AwCAmwHXqPvJziskD8qrahQqlb/ENgRYa1VE2JQQ+olE1DG4Rp3GyvU8f/78a9eu2azIyclJS0szgNMEAHwRcI26GZPJrNVZTDeHVfDWFmGTrlGaRQiuUaexEkKyasJmhUKhOHbsGDTdBgCfBFyjbkapUtM/TVVqB9GoZkfyUkDWqEtofjBvfn6+VCrlM+4nAwCgBYBr1M0orJXPoUXY7EheCqFAQOWU6vQGs9nsij06A6OFkIMQ2r9///r16xFClZWVb7zxhkwmox5Wq9UZGRlpaWke2yAAAO0JCKGbUarU9FOVo/zEFjYaRQhhGBIJBZRZqdbopBKxK7bZanwnRmhPeHj466+/Di3WAMBXgRihm1GqmrEIlS0YyUvHS5rLMDpGyEEITZ06derUqQihKVOmrFq1Kjk52dO7AgDATUCM0M3YWoR2MUJ6pkxQoH+zN/QTCSuou3mHEDLOIrRqsXbgwAFP7QMAAI8ArlE306xFSG+3HdCkX5TES/JlGO0ate01Wlxc/OWXX2ZkZBQXF4eFhfXq1evZZ5/t1auXRzYHAEB7A65RN6O0SZaxk646RUsDhCR+YkspoUKpbmJlu8Jo16hVjPDChQt9+vT5/PPPVSpVz549cRzfsmXLgAEDfvvtN0/tDwCAdgVco27GRqtUKlvXKH2B1K7W3h76/Hq6NelmfMc1unTp0ujo6P3798fGxpJXampqnnzyyaeffnrSpEl+MKAFAHwOcI26GVvXqJ1FqKAtkPo1nwJKtxrp43zdDKOF0GIRyuXy27dvf/7555QKIoSCgoI2btyoUChu3Ljhgd0BANDOgBC6GYV1soxGq8Vxq3YlSppFKPEToeagW4S1dfVt3qCTMDpGaBFCkUjE5XL9/W2TlKRSKYZh9tcBAPAB6K5RiBG2N2YzTu+vhhDCcUJjfYWulC0pCrRyjdZ5hWuUwTFCPp//2GOP/d///Z9NN7X169cPGDCgZ8+ebt8bAADtDliE7kSp1th3q7SpoLCKEbbANeovlbBYDQMsFCq1yeSZ5jKMdo1axQhTUlLefvvtfv36zZo1KyIioqam5siRIxcuXFixYsX3339Prhk+fDgkkQKAzwBZo+7EpoiQRKXWopCGY4Kw6jXTEtcom82S+vmRuaYEQdQplMGyANdstzUw2jVqJYQffPBBbW1tbW3tzZs36ddXr15NHX/55ZcghADgM0DWqDtR2uWIImuLUK3RmM04eSwU8Lkc2wo3h8gCpVTRRW2dwuNCyDjXqNW7fObMGZPJ1PQTgoOD23M/AAC4FXCNupNGLcIHWKWMtrhrqCxAmldQQh7LPZE4ajQivEG+EYeDWM1Pc/AurISwc+fOntoHAAAeAYTQnSiaswhbGyAkoQ/v9UgFBaMDhMi+swyJwWBQq62+uQQEBGAY5pYtAQDgPjpsjFCt0eI40ZIgnAtxOH2QXkpIXyBpsRBaV1CAELYaKyGUy+Xvvvvu77//XlZWZpM7qtVqBQIBAgDAt+iYMcJzl2/sOHAMx4lp41PGpQx22+sqHLtGHVuELRdp6+YyHhBCRmfKIBshXLBgwYkTJ+bNm5eQkGBj/3FaFrMFAIBZdEDXKI4T+4+eIXNS/jh+fsywQWy2m4Jaji1CqxihU67RAA83l2F0ESGiC6FWqz106NDGjRuXLFniwQ0BAOBOOqBrtKC4jJrSYDSZ5PXKYJmbGoY0mzWqbGU1PYkswLJ/eb2SIJCbA1lMd41avgexWCyEUGJiouc2AwCAu+mArtG79/Lpp3I3tiWrdzQdgm4R1juVLMPncUXChtCVyWRWqt09g4LprlGrzjIzZszYt2+fB3cDAICb6YCu0bu5BfTTGnf5EnGc0GgbNI9usak0Wiolg24RtiqRx7P5Mr7jGkUIfffdd4899tiSJUsefvhhmUxGf2js2LEsxtWGAADQHB1NCHV6Q0FxGf2K22RDpdFQ/bVFQqHJZNIbjAghs9ms0+uFAj6yTpbxb8EMJgpZgLS4rJI8ltcpYqMjXLbvFsB016iVEBYVFRUXFx87dmzz5s026yBrFAB8ko4WI8zKLaBat5DUyt3kGqUHCCV+IqPRpDc0vLRKrRUK+DiOq7UNDbgxDPMTCx3cpRE8W0roU0I4d+5cnU63efPm7t27861/Gh4TzV0AAJqjo8UIs+4V2Fxxm2vU2u0pNhiMNXJKCDUhQQEKlYaqW/MTCVvlhPPsDAqmxwgtQlhXV3f37t39+/dPmTLFta/x9ddfK5UN/zFxcXGzZ8+2X3PhwoVff/1VKBQuXrw4Pj7etRsAAKAxOpprNNM6Uwa50X6ynrgr0ukt6kHW1DuXMkpiXUHh7qmETI8RWr5x+Pn5icVikcj1fRY+/vjjrKwsuVwul8tVKpX9gtOnT0+YMCEmJgbDsCFDhhQXF7t8DwAAOKRDuUZr5fXVtXU2F+vqlTiOO1zvWqwsQrHIT2z5sFWrNci2mr51Qug9yTLMtgg5HM7zzz//5Zdfjhw50uXl8y+//HK/fv0ae/STTz5ZsWLFK6+8ghC6f//+xo0b33//fdduAAAAh3Qo1+idnHz7iziO1ylUdCFpJ6xjhGI2m215SN1Wi9CmlND5XTqF77hGEUKdO3f+5Zdf+vbtm5aWFhkZSX/otddea4s6/vTTTwcPHkxOTk5LS7N/9MyZM6tWrSKPU1NTt23b5vQLAQDQKjqUa/SunV+UpFZe7xYhpNcIiqhpugg1zCBUOFs7gRDyE4u4XI7RaEIIabQ6nd4g4LvPR8l016iVtn3yySdFRUUIoczMTJt1L7/8stNCOGLECD6fr1AoFi1aNGHChE2bNtEf1Wg0CoUiJKRhMGVoaGhZWZmj2yCE0P3792/dunX27NmG3XM4q1evptJZa2truVyuc5vs4MBb5zS1tbVGo5HR7x6HE0yOXyMIVFZW7bYfRaVSYRim0+nc83I4jmfRKgiDAv2pXJX8opIASStSNJ2Dnp6K4yZEWPyxNbV11dXVFVU11BU2QtXV1Y3dSq/Xa7VaG4+u1E9UI29wiublF4YGuW8qYU2NAKGGYg+C0FVXOwiBuQeCIP71r39Rv1SFhYX19c1HTK20raDANp/KJfz888/kwXPPPZeQkPDqq6/SR/tyuVwWi0XNQTQYDPzGTeuAgIDQ0NAhQ4aQp2KxODg4mMqtUqvVUmm7f63zSeCtcxqDwSCRSBidVs3nI2oOqUAgFbfOJ9cmWCyWn18rquWaIPNefnVtfb+e8Y01ZMkvKqPyU/zEoj494k6ev0qe6vRGN/z+a2nZMaEhwfTOanqDUSqVGoxm6kpwUGATW9LpdGw222ZBUKA/JYRGE+7Ov2i6m9fPj+vZD5PRo0fL5XLyWCgUZmVlNfsUt7bS7ty5c0RERH5+vo0QBgcHFxcXk8miJSUlUVFRjd0hMDAwOTn56aefdvgoj8dj9OeRB4G3zml4D/D0RpyHz0dUTy6CcN+PwuPxWCyWS17v7B1H6OAAACAASURBVKXrv+47ihA6ef7qO68u5jmyanMfjK5FCHWP6xwWHESd1ivVbvix6a3UggL86T42rVbP4/Ho85hkgf5NbAnHcZPJZLMgKDAAoSLyWKHSuPN3kj7QXSRi83jsxte2O/PmzaOO9+zZU1FR0exTrOpU6uvr5Y1gM5Wp5dDt98uXL5eWlpIqWFZWdvr0afL69OnTf/31V4QQjuM7duyYPn26c68FAIAT+EC+zF/n08mDOoXyrl2lIAm9s1qP+Fh6UNANpYQEQShpJqCfn8hPZHHGKjVa5OxUXopAzw1j8qkYYd++fQsLCx2uc7qzzIULFxYuXDhgwACTyXTq1KkPP/wwNjYWIXT8+PFVq1bl5uYihFasWJGSklJaWlpTU6PX65988kknXggAAOfwznyZG5n37ubkJybE9u3RTGFxfnFZZbWcOi0oLrN/ilanzy+yJB90j4/V0X5UNzSXUWt1lEkgFPC5HA69fIJ0k1rVV7QyaxR5tILCp7JGP/roI3qdn0qlOnv27NGjR//1r385nQswevToP//8Mycnh8fjfffdd1Qy6uTJk5OSksjjrl273r1799SpUwKBYOTIkYz2MgEA4/DCUsKcvMJNP+8hCHT28rWXFj8W36VTE4svX7tDPy0oLrdfk51XSOlQRGhwgNTPYORjGCJdXXUKJY4T9DROl2PTVgYhJODzOBy2yWRGCBkMRo1Wp9U1aDObzRILW214eFAIfcoifPzxx20eXr58+b///e8jR4689dZbzr0AhmE9e/bs2bOnzfXAwMDAwEDqVCKRuLyjDQAALcELXaNXbt4lJYog0LU7OU0IodmMX71plQ1RWFJuP5CP3lktMT4GIcTjcv1EItJdaTbj9QplYHtWUCit28qQB34iUZ2ioeavtMKSIyoRi7DWTxSktxuVe04ImWgRNt/LbunSpSdOnGhJ4g0AAEzEC12jWbmWGE1hiQMLjyLz3n2bse9anb6qptZuWT51nBgfSx6404Ry2DWG3la7tLyKOpa2Zu4ERaC/HyWf9Uq12Wxuer0LYbprtHkh1Ov1CKGWlGIAAMBEvM01Kq9T0BuhFZdV2syLoJN+3bboGSGUb+0dra61dFbjcNjxXaLJY1mgpRtLe+fL0DNlqGJ5uhCWVVpZhE68BJvN9n8QWSQIQl7vvmI+prtGm8oaraqqunDhwpIlSwQCgb1vEwAA38DbXKPZeVYpe0ajiS4SdHR6w43Me/bXbSYOZuXmU8ddO0dRxRWyQJpF6NJ8GYIgqmrkZPyPxKq/mpgSQovgWblGW58pQ+KpxFGmu0abzxqVSqXffvutq4peAQDwNrzNNWojhAihguLy6IhQ+5XXb2eTTcUQQhiGUVVehdYWYSatxSjlF0UIBdH6c7rQNarXG/7vh1+LSisCA6SvLJ1LOmDtk2UQQvQKijKaEEpb2V+NQhYgvV9YSh67M1/Gp4TQJmuUw+FERUUNHjyYntUCAICP4f1CWFhSNjy5r/3Ky9ct+aIPJfU+n36TPC4urzSbzWS7Exwncu4XUcvITBkS6xihyyzCjNvZRaUVCCF5neLE2fTZU8aiRl2jFsGjUkZR6ztuU3gqcZTpMcJmskYBAPB5vCpGWFldW6ewDW45rIioUyiz8ywKN3Z4cua9AjJb0mQyF5dXxUSFI4QKS8o1D8a++4lFdMvSyjXqOtkop7UMvXY7+5HJYzAMs84apZJlHFt+Emfb3HkqcdSnYoQ23LlzZ+vWrRkZGW7bDQAA7serYoT0fFGKsspqg8FoczH9eiblC42JCg8LkZHKR0KFCen5ot3jOtPLEmRWrlGl0/2zbKiusWT61CtVpK9SobSou9RRsgwdf+djhJbxvBAjbDlWQjht2rTXX3+dPD58+HC/fv0WLlyYlJS0ceNGT+wNAAB34FWuUXu/KEIIx4niskqbi/R80UH9eyKEYqItQkiFCbMcFU6Q8Hlc8YMondlsrqdVOLSFqho5/fTa7WyCaJg4SOJnqSN0LIRtcI22S9SzWZjuGrUIIUEQR48eTU1NJU9XrVrVv3//7Ozst99+e+XKlW4blQIAgJtpP9eoTt+62xEEcY8WzwsLkVHHBdbVhCXlVSUPCu9YLFZSn0SEUEx0hGV9cTlCSK835NMySOkBQpIgWgWFSxJHCQJVW9/n2p0crU5HVfXx+TwqbbUx12hj15tFZpU1qnSRids8vuMara+v1+l0MTExCKHq6urLly+/8sorCQkJK1asqKmpuXfPQY4yAAA+QHu4RjVa3aff/vTG++vXbfqf3s6r2RilFdXUBAahgD9skCVBxqasnp4mkxgfQ6afdI4Mo9qkVVTXanX67PtFVA1ieEhQgFSCrHF5dolCpbLx4srrFLfu5lKn9IxQh65RLpcjFDhpVQn4POq5RqPJptVA++E7rlGBQIBhmFqtRggdPHiQIIixY8cihIRCIZvNhoJ6APBV2sM1eu7yDTJKl5tffOna7RY+i+4XTejSKdbOwiPBceIKzS+a3K+hypnP54WFNAxXIgiiqLSCPpK+u505iGzzZVzwKUcPEFKcuXiNOpbQxkqIhAL7BqdOzJ2g006psE3jU0KYmJi4fv36rKysb7/9dsCAAREREQihgoICs9kcHh7e+E0AAGAw7SGE9FnwZeWNTlq3IZuWKdOta+foyFBq7HZ1rZxK/szMuU9llvJ5XPqsCWvvaNlduxajNlgNY5K7wCKsqnUghHT3LL1rDIZhYqGtUeh0gJDExjvallu1HN+JESKE/vOf/+zcuTMxMfHq1avvv/8+eXH37t3BwcFdunTxxPYAAGh36K5Rl8QIzWbz/aJS6rTSrvOnQ3Acv5dvCRB269qZx+VGhFIWHiosaZiw+veVm9SyAX0SeTzLbBx64mjGrezK6oaXZrPZCV0627+odU29C+wnm0wZe2wMPvtwoHP91SjozWVqXSHtLcF3YoQIocmTJ+fm5v7555/Z2dmTJk0iL/bo0WPz5s3U9zIAAHwM+qRRl1iEhSUV9DgZfVhg08+ikmskfqLw0GBkkwhaUoYQUqo1t7IsIbdhSX3oN6GvJ6vaSbp0juTzHMySo7cbdUmMkN4llcNxMKjdz7prjH2YsK0WoX/71tTfvIn690eRkej77y0X6d+fmCiEHJvzyMhIamQgyeTJk924HwAA3I3Lk2Vy7luVQNQplAajkdfcTNPsPIsbs1vXzmS9X+eoCKpfDGkRXs64Q89/6dLZ6vMqMiyEy+VQfdcoEuMc+EWRjSOxTmk/v6m1VNFihIP79zqffsNmgcRWCG3tvzbGCIODAqjj8qqWOqVbzvLl6Pp1hBB6/nk0axYKCkKI+TFCWyE0mUzXrl0rLi42Gq0Sn2bNmkX2KwIAwMdweYyQ3tIMIUQQqKqmLio8pOln0TNlunVtcGPSLTwy++bvqxa/6EPW5iBCiM1mRUeEUv02KRITYh2+qIDPEwkFZPTRaDIpVeo2GmR0izB1xKCLGbdtxiHZuUZdbBFGhlne5+KyqiZWOgc1kc9oRHl5DULI9BihlRCeP3/+ySefzM3NtV+n1WpBCAHAJ3FtjBDH8ftFZTYXK6trmxZCk8mcR1MvSggjw4IpC69Oobp2O7u8sqGBGYvFGtS/h/2tYqMjbIRQJBR0ighr7KVlAVIqDadGXt8WHVKpNVTLUD6PGxIkS4yLuZ2dR19jK4R2NfWSNlqEsgABn0c6mdUabZ1CFSB15ciEykrbY5MJUVrPZiMmCoWVEC5ZsgTDsN27d/fo0YNr7cfgM1HlAQBoAa61CAuKy/V2dfTNhgnvF5ZQ/kxZgDRY1uDfY7GsLLzdf56kntInMc6hF7FzlG2Ke/e4GPsqBYqgQH+qbU1tncLG19oq6H7RYFkAhqH+vRJshNDGF+py1yiGoYiwYOodKymvdKEQ1tVZ/YaQQsh0vyiiC6FKpcrKytq3b9+UKVM8uCEAANyMazvL0DM/KSqby6W8m2sVIKQ/1Dkq3OFoIXu/KAm9goLEYeEEhQsL7+h+UVLL+/SIZ+09iuOWwcLS5pJlJM7OYKKIDrd8dSgpq+rVrWsbb0hRWeng1AeE0JILyuPxuFyuRGLbeQEAAN/GtckyNgFCEqqMwSFFpRV/nb9CndoIYYydhYcQCpD69UhwXNMVLAsQCQX0K41lypBYzalvW70BvYgwJCgQISQWCbt17URd5HG5fL5VVqXLLUKEUFSExQtNNaJzCTZCWFWFEPMDhMhGCJ966qnt27d7cDcAALgfF7pGcRzPKyixv96Ea1Sp0nz/0x7KL8rncXt2s1I4er4MxeABvRrzdmKY1VNCggLpUmePdeJo24SQZviGPMje7N+rG3XR3tqzEUKhgM/l2uYwtpaocMuoqZJy22blbaFZi5CJtRPIJkY4fvz4V199deLEiZMnTw4Ls4otQ9YoAPgqLnSNFpZWUJ1FpRKxTm8gCwo1Wp1Ko7VPDDGb8f/uOEBvgDJnWprYellIkEwo4NPn1mIYGjrQsV+UJCY6gppK37RfFNk0l3GdazTkQZizb8+EXQf/MppMCCH7jCGb96SNmTIkkWHBGIaRU6WqauQtqV1pIb7qGrUSwtdee624uLi4uPjQoUM26yBrFAB8FRe6RnNok3ITunSqqKql8lAqq2r9YqJs1u8/djY3v5g6HTt80OD+PW3WYBjqHBVGn1MYH9sphFYtZ09Sn8QTZ9MNRiOHw24slEgRZF1T35ZSwuoa2xghQkgiFi2YPfHwyQsSP/Ejk8bYPEUsEmIYosZESNscIEQI8XjckKAA0grHcaK0ojrWLm7qHFVVDk59wDVqJYRnzpwxmWwLUUkgaxQAfBUXukbpmTLxsZ0IwjJHsLJG3tVaCC9fz7yYYTVEYvrDoxzetnNUBF0Im9W28NCgt55fkJVbGB8bHREW3PRioYBPWZzkxAbn0lW0Oj01OoPL4QT4W/ItBvTuPqB3d4fPYrNZQoGAqt9oYxEhRVR4KOWOLimraich9E3XaOfODnrxAQDg27hKCG0ChPFdousUFp+nTZgwt6Bk/7Hz1GmwLGDRY1MbC/vRY35CAZ8edWuM0GBZaLCs2WUksgAplVRSXlXjnBDS/aJBMn+sxXaln1hICaFLXKMIoajwkIxbDaXvLgwT2rtGCcLnXKMkt2/fvnbtWkFBgVAoHDp06EMPPeT+bQEA4DZcFSMsKrVqFhoWHESXIpvE0f/tOWKZVcvj/mP+DJtUTzrxsdF8HpeMPj40qE/b00lsCAuRUUL454nzCUsec+Im9EwZyi/aEvzEIupbgktcowih6Ah6vozLEkdthNBgQPX1PieEOp1u4cKFv/76K/3iiBEjdu3aFRoaigAA8EVcFSO8d98S7Uvo0gnDUGhwIHWFXkpYXlVTXtXQIAbD0ILZk5p2YIpFwhcWzzlz8VpwoH/ayCHOb7ERhgzoffVmg/2Uc7/o2u3slhidNtCr6UNaJYS0fBmpxDXF7zYVFG3voUpSaWdbVlb6QozQaqbEm2++uWvXrrfeeuv69evV1dWZmZmfffbZzZs358+f76n9AQDQ3rjKNZpjHSBECIUGWYSwuqaOeJATQp872CO+S7+eCc3ePDY6YsEjEyeOHeZwpEMb6dmtC71mY/ehU/Ztu5vFvoiwhdCtt06RjbaCaxUBUgmVfKvXG2rkDqYkOoFDIfSpGKHZbN6yZcuaNWvefvtt8kpQUFBiYmLXrl1nzpxZWFgIEUQA8Elc4hrFcYIeIEzo0gkhJBIK/MQilVqDEDKaTPI6BVnSRx/b63BwvPuZNXFMVm4BOdeiVl5//OzlCWNaFxWyqp1oMqnVhtSU5HqluqSscmhS72Zbk7ecqPAQqo95SXlVq7y1DjGbUa1dX4TKSkRvKs54i1AulyuVyvHjx9usIK8UFBQgAAB8EZe4RovLKqhSPz+xKCykYaCuvXcUxwl695nuTbZ9cRthIbJRQwdSp0dOX2ztML+qanqMsBUWIY/LnTs97bVn5g9P7teqV2wauqaWlLkgX6a6GlkP0kDI91yjUqmUz+dfJydN0bhx4wZCCGKEAOCruMQ1Stc2MkBIQveOkikhhSXlFskUCeljgzzLxLHDqPZmRqNp35HTLX+u3mBUqtXkMYvFkgV4vldllKvzZez9oshXXKNWLdamT5/+6quv/vzzz+QwQoIgjh079sQTT/Tt27d7d8dFMAAAMB366BwcR43UEjcDPVMmvks0dWydOCpH1n7RuNgolyRxuAQBnzd53Ajq9OrNu7mO2sU5pLq2jiqKDwr0Z7FYTS53B3SLsLjdhLCqyheyRq3+tzZs2BAXFzd//nyRSBQZGSkQCNLS0oxG488//+yp/QEA4AbaaBTiOE4vpU+ItbSZtnaN1iIbIYyxSKY38FBSbypdhSDQroMnqAQfOvcLS99ft/ndT7+7fieHvOKwuZpniQgNYrMbPuHldfX0HnXO0VGEMCQk5OLFi7/99ttzzz03YsSIRYsWbd68+c6dO7169fLU/gAAcANtzJcpKC6nKgilfuLwUEsthJUQVssNRuP9IsvU3IRY26ZrngXDsEcmj6WM1KLSir+v3LJZYzAaN/9vX2V1rbxOsW3HH9W19cimiLA1mTLtB5vNDn8QqSUIF3hHG3ON+kCM0LYulcvlPvroo48++qhHdgMAgEdoY74MlZ2IEOoW15nu7QyWBVANoGvrFFm5hSZTQ8aFLEBK70PmJcTFRA3sk3jlxl3y9MCxMwP7dBfQZif9de5KnUJFHhuMxt/2H33uqdlWRYStqZ1oV6LCQyj9KymrjI9tk/1d5UhJfS1GiBA6ffr0gQMHbFacO3du3759btwSAADupo2uUatyCOtpglwOhxrvQBDEuUuWdLw4ux7cXsL0h0dR4xqUKs2RUxeoh5QqzdEzl+iLM3Py069neqFrFFnPY2p7mLAxIfQBi9BKCJ955pnMzEybFfX19Y8//rhGo3HjrgAAcCttcY3aeDu72ZVD0L2jd3LuU8fxXuYXpQj0l6SOGESd/nX+Cun/RAgdPH5Or7d9g37/46+yimrqtO0Ve67Cqr9MmysoHLpGa2rQg2xZhHzAItTpdHfv3h0xYoTNiuHDh6vV6pycHPduDAAA99EW12heQQnl7QwJCqCP9yMJDbIkjlK5JxiGdekc2fqduolxKYMDpA1uW5PJvPfwKYRQeWXN31du2i9WqjVKdYOpwGJhQU3OAXYn9MTR8soaHMfbcjeHQojjqNTyLYj5FqFGoyEIwmHHdAzDlEql/XUAAHwDAa3fdWuF8C7dL+qoOj4k2IGFFB0RKm68y7bH4fG4U8enUKfXbmdn5RbsOXyK0pLQ4MCJY4fZPzHAX9oeTeCcw08s8n/QvNRoMlVU2zWGaQ101yj9m1NxsePrDMIihIGBgcHBwX/88YfNij///BMhFBcX59Z9AQDgRuifX611jdIbh3br6qARY5ijcUjd4ry9ZWNyv570MX4/7vrzdlYedTpt/MiHRw217xUeIvMWc5DEagxFWZvChBUVlmN6YXmRpXDG6hsVg7AIIYZhS5Ys+fjjjz/99NO6ujqEkFar3b59+/PPPz9lypSICNfMdQQAwAuhe7R0ulY8Ua3RUqN3MQxLcCSEoY6yKBO9o7NaE2AYopdSUJmiCKH42Oh+PRPYbNbjMx+28aJ5T8ooic0YCqfvo9cjxYOWc1wu6kYbzlFWZjlmvEWIEFq9evXEiRPfeOONwMBAf39/kUj05JNPxsXF/fDDD57aHwAAbsBpizDnfhEV9osKD6FPFKIIDJByOVaVWhwOu6u3pozSie0UkdS3h81FDEMzJoxqWBAdMcK6Qaj3ZMqQWPWXKatoYmXT0M3BkBAUbpmUjIxGyzFDY4RWv518Pn/v3r1//fXXkSNHamtrJRJJSkrKlClT2GxvcXkDANAeOF0+kdVcgBAhhGFYcFAAPa+yS6dIHper02pbu0/3M238yOt3cuhTmQb2SYyhuUynjk+5kXmvXtlgLzr0A3sQegVFVm5hYUl556jwJtY3Bj1TJjQUhTTSINYXhJBkzJgxY8aMcf9WAADwFE6XT9iU0je2LCxYRhdCL5k40RIC/SXjRiT/+dff5CmHw56WlkJfIBTw585I+/6nPThOhAQFelvsMzRYFhEaXFZZjRAiCGLH/uPLlz3uMCmyaWyEsLEpDL7gGgUAoGPiXPmEvE5R+WD2EJvNjm+8cSi9lBAxSggRQuNSBgc/SIFJHZEss6uO6N09buVLi5+eP+Ot55+kKvG9BAxDsyZZDJv84rKLV22bxrWEFgqh71iEAAB0NJxzjWbRzMEunSJ4vEY1gJ4vIxTwO0e5Zg67e+DxuMv/Mf/ytTsB/n4Deic6XBMaHGgj9t5DYnxM/17drt3OJk/3HTnTt2eCqJW1K/TaCd8TQrAIAQBw0jVKDxDaN5ShQ5+N161rZ2+YUtQqJH6isSMGDeyT6D1Do1rFzImjLU3j1JqDx8+19g50IQwJaTRGCK5RAACYihOuUYKwChB2d1Q4QREdETo8uR+GocAA6eRxw53cJeAssgDp+FFDqNOzl661tpSio7hGcRw/ceJE9+7dO3Xq1MQTnCA9Pf3w4cOlpaVdu3ZdvHhxYKCtA+Hu3bt79+6lTufOnRsTw6QQAgAwHSdco+VV1Qql+sHTefRESofMnZ42a9JoLofLUKOK6aSOSL6YcYuckoHjxI79x15eOq/l/xc2QhgYiLhcq8IJEoYKocUilMvlaWlpWVlZLn+NWbNmKRSKvn37nj17dtCgQfX19TYLbt68+c0338gfYHJuQjYAAM7ihBDSG8rEx0ZTM2CbgMcFFfQYHA77kUljqdPcgpLL1++0/Ok2Qohhjr2jDBVCi0VIFtErqOYBriM3N5fL5SKEli5d2rVr1xMnTsycOdNmTXx8/Mcff+zylwYAoCU4UVDfkgpCwKvo1b1r78S4W3dzydOdB44HBUjjWjak0EYIyX/p7bZJGB8jZLFYL7/88qeffqqmD9VwBdwHQVocx1UqVUCAg84LpaWlq1at+uqrr4rofesAAHALrbUIyyqqm+21DXghj0waS3X50er0X23defOBLjaNTbIMQo7DhIy3CBFCAoEgPz+/a9euaWlpkZGR9Myuf//73xxOW2stVq5c2bNnz1GjRtlc9/f3HzZsGJ/PP3fu3Ntvv33o0KFhwxy0dUcI5eXlXbp0iZoeLBKJ/vOf/wge9Hmtra3lelkRD1OAt85pamtrjUYj0989k0mIkJg8rq/XVlc39W3YYDB+98sBqtmK1E/MZaHq6uomnuIQlUqFYZiuVb1NAYQQQnq9XqvVOjdWafTQ/kfPppPHRqNp0897p6Y+1L9XQhNPUSgwnS6IPBYKCa22RqtF/v4ShGx1T6WqMZsJJ3blKgiCWL58OeXaLC8vN9pHMu2w0rZffvmF/KW0n0GxevXqNgrhhg0bdu3adfr0afvM6fHjx48fP548XrFixXvvvXfkyBGHN5HJZF26dBk7tsHTzeVyg4ODqRuq1Wqp1HYWGtAS4K1zGoPBIJFIeAx1CT1AIqH/VfKl0qa6Km7b+WeN3BLpnzxuuL+/k788LBbLz8/Pued2ZHQ6HZvNdu5vdsLYYTw+748T58kesTiO7zt2zoQTY4cPauwplZWW0G5YGCJfNzLSwS9JUJCkzRZTW5k9ezY1ST49PT0jI6PZp1ht+caNG+2yL4Q2bdr06aefnjx5MiqqmU67gwcP3r17d2OPBgQEJCcnz5s3z+GjPB6P6Z9HngLeOqfhPcDTG2kTYrHl2GhkNfHjnPz76vU7ljHdwwb1GTaor3MvyuPxWKymXgtoDBzHTSaT02/dhDHDAqSSX/YeJW1KgkAHj5/X6gwzJox2mM0kl1uOw8Iw8nXD7VqWslhIJPL8/+b06dOpY6FQmJeX18RiEnfUEW7dunXNmjXHjx+PjY2lLup0uoMHD5IGKDX1F8fx33//vV+/fg7vAwBAO9HCGGF+UdmeQ6eo06jwkNmTU9tzX0B7MTSpz9OPT+dyLbbQiXPpB46dcbjYPlMGIQdZowwNECL7Fms1NTXbtm27detWfX39zp07EUIHDx4UiUROt+FWq9WLFy+OjIx87LHHyCuvvfbavHnzqqurp0yZUlRUFB0dvWDBgvLy8ujo6Dt37uA4To4CBgDAbbSks4xKrfnhl31ms5k8FQr4S60/SQFm0Tsx7vmnZm/8cbdW1/Dd58ipi2KR0N5HatNfzeaAwkeEMDMzMzU1tb6+vlOnTlTo+/bt25s2bcrOznbuBQQCwaVLl+hXyIL98PDwGzduhIeHI4R+/vnnq1evVlZWRkVFJSUltT0rBwCAVtFsZxmz2bzltwN1igbnDYahBbMnedvsPaC1xMVGv7x07ob/7lCpG4Jqew6d9BMJBw/oRV/m0CL0WSF89tlno6Kirl69mp+fP2XKFPLi9OnT33rrrZKSkmbDew5hs9lJSUkOXpjD6dOnD3ksEolGjBjhxM0BAHAJTbtGcRzf8tvBLFoFfeqIwX0S49yyNaB9iQoPefbJWes3/6bXGxBCBIF+2n1YJBT0pv3/2tdOIEdCyNxoryVGqNFozpw58+GHH4aHh9OnVcXGxmIYVlxc7IntAQDgDppwjRIE8ePvh6jZBQih+C6dpqbBN1ffoXNU+LL5M6j6QhzHN/+6/16+5TPfoUUYZjdBhLkWoUUIdTodjuMyme14ZYVCQRCEE4McAQBgCo25RgkC/bLnyOVrll5cocGyxXOnMm58BNA0CV07P/noJBar4XPeaDR99+PuotIK8tShEIpEVsnGyDeEMDAwMDw8nCzgo8verl27eDxejx49PLA7AADcgkPXKEGgnQeO/33lJvVQsMz/xcWPSsQi9+4OcAf9e3V7bFoa9dmv1ek3/HdHQUk5akQIkZ13lLmuUUuMEMOwF198cc2aNQKBH3/TlAAAIABJREFUoEuXLgihkpKSHTt2vPPOO4sXL5ZIJJ7bJAAA7Yu9EBqMxn1Hzpy+aClGDvSXvLhoToAUPgp8lmGD+qo12n1HGoooNFrdV//d8dzC2ZWVltEiNkJ4/77llLkWoVWyzIoVK0pLS19//XWyyjI6OhohNG3atM8++8wzuwMAwC3QP8J0euLPvy6cvpBBZRIihKQS8YuL58gC/T2wOcCNpI0cotMbjpy6SJ5qdfqvNu+qqXmBPMUwFBxsWWxjEfqIELJYrA0bNrz00ktHjx4tKSkJDAwcOXLkkCFDGnsyAAC+Ad2pVVml+sN6grmfWPTiojkhQbaTRAGfZGpaCoZhh09eIE/lctaD2tGGMYQUNjX1PiKEJN26devWrZv7twIAgEcgCFRcVoJQQ32U2WTVQ9JPLHph0aPhoUGe2BrgGaaMG8Fisf48cR4hpNFYQsKBMhNBcKg4og/GCBFCs2fPTkxMTE1Nfeihh6iRDr6B0WhSqTUYC4MIBwBQaHX6S9dun7l4rbBIg1CD+8tsbsihEwr4Iwb3HzM8CbJjOiCTxg5jYdjB4+e0asv/vtZQvurTg/17desaE6VQqstrpAhZyg0NJg1BCJlYYmAlhFKp9Kuvvvrggw+EQuHw4cNTU1NTU1MHDhzIZjfVit47KSmvOnbmUo28XqnSKFVqvaFhEodQwI+KCI0KD4mOCI2OCI0MC4ZEcKCjQRAor7DkwpWbGbeyyD8NFtvi8DKb2QFSv9HDkoYn9xPwGfslH2gzE8Y8xGJhn/+fZcCWSKyR1yv/On/lr/NXEEIllT3pQphfVPDuf04l9esxuH+vyLBgB3f0VqyEcPPmzd9///2VK1eOHz9+4sSJNWvWvP322wEBAaNHj96xYweDOp+ZzfjXW3cqlA5mqml1+nv3i+7dbxj/y+Nxu3SK6BoT3bVzVJdOEXz4swd8mnql6lLG7QtXb1VWy+nX2WwzdYybOe+99jQTv/4CLmf8qKF/7C85/OBUKNLQH7U5ZbPNdQrV8TOXj5+5HBEa3Duxa69uXbt0jqLKExFCBIHqFEqFSq3V6rU6nUar1+p0Or2Bz+NxOGwelyvg89hsllBAxhsxkZCPEOJyOTwORyDg83nc9vjNtNU2Nps9ePDgwYMHr1ixIj09/f3339+/f/+ePXtMJhODhFCr1ztUQXsMBmNWbiHZO4rFwmQB0gCpJDBAGiCVBPj7BfpL/SVif6mfRCym/192NMxmXG8wCAX8ljg9VBptbn6x0WiK79IpQAqj5jyGRqu7eTe3oLhMqdKo1BqVWqtSa1QarcPFXC7GYhE4jiGEcBxDCFQQaEAqsjTX9JNY9d8Tia2FkGP5OlVWWV1WWX309CWxSNgjITbQX1JZLa+urauskVMjnZ2DxcKkfn7jRw9JGdy/LfehY6tt+fn5x48fJy3CioqKxMTE559/PjU1lVkzw/xEwkH9eqRfz6SusNlsiVioNxipPuv24DhRXVtfXVtv/xCLxZKIRbJAaeeo8NjoiJjoiJAgH283jONEUVlFTl5hTl5RbkGx3mDEMOQnEvmJRX5ioVQiDgkKjAwLjgwLCQkKYLFYSpXm+p2ca7ezcu4X4TiBEMIwFB0R1icxrndiXHREGAMDB4xEqdLcyMy5djs7O6+oJRPMA/0lw5P7DRvU97v/YNoHKqnXIxGEBQGEkHU1/dxZg0aODbyVladUqv2lfggP+d8my6MOVUKt0dI/itsOjhN1CuXOA8f79UiQSsTNP6EFWAnhsGHD/v7776ioqNTU1E8++SQ1NdW5RtvewJOzJ48elmQymSVi4aKnFlRUNPQKMuO42WQ2mc0mk9loMpEf2U7AYmGkIc/jcdnMjzJSFr/JZDKazAajyWQ04USL3hwMQywWC8ebWs5iYVwOh8NhczhsDofDcrUqrl+/ftiwYa69p3diMBpNJjPdQaRSa0rKq8sqq8sqqorLqopKK4gW/MdxOOy+PeKHDOzdIz6WNPT5fEQJocEAQgg0QBfCyAh2/17d+vdqKCswGtETGKJ+3UYP7zPvUV769czMe/kt+RLWFgiCoCaCtR0rISwpKeFyuQMfwFwVRAhhGIqJapigfPLkySNHjvhYHixA8e677+bm5vqwEBIEKiwtv3U399bd3OKySvpDXA7HaGqFownDsE6RYYMH9Ezu11MktPqLaHYSE9Axaay/GkKIy0WBgai2tuFUKGAN6tdjUL8eWp3+Tvb9W1m5mTn5ajtvvEgokAVIxSKhUMAXCflCgYDH45pMJoPBZDKbtDo9jhOk644gGg6MRpPBZNLp9HqD0Ww2s9ns8aOGBAZIXfUzWgnhrVu3Ll68eOzYse3bt7/66qshISGjRo0aN27c+PHj6cPlmciAAQNE8BXXRwkK8tkSt9yCkksZt25l5TUW825aBSPDgvv1TAgLCZJKxH4iIenWbizQ28Ih9UBHowkhJK9QQkj9CgkF/KS+iUl9E3GcuF9Ueu9+kdlsDg4KDA0KDAkKEIuEbdkPjhMEQbDZrvTDWQmhRCIZN27cuHHjEEJFRUXHjx/fuXPnsmXLEEJarRYsKgBwG2YzvvfwqZN/X2mZf9oChqFOkeH9eyX069ktNLgVvWDoQvjhhyigfYLg/fujxx5DEDB2J5WVaPNmVFfn5NNLSizHNq1kyCt37zYc28cIWSwsLiYqLsaVzkUWC0PIxb9ADhJBtVrt2bNnyZSZq1evIoSio6Oh2A4A3Ia8TrH51/35RWX2D7FYmIDP1xsMZnNDDIbL5YSHBEWFh0SEBUeGhUSFh0j8nHF+0IVw40an9t0yysvRK6+04/0BOjiOxo1DN282v7JZOBwUaPfNim4j+kiLtXXr1u3bt+/8+fN6vT4oKGj06NGLFy8eO3Zs9+7dPbU/AOho3M7O277zT5vIilDA75EQ26t7XK9uXeieJb3ewOPxXGJg+bmr1GX3bhBC93HvnmtUECEUHo7sDaIIy1wK9/0KuRwrIdy4cWN0dPTq1avHjRs3YMAAsAIBwJ3gOHHw+Nmjpy/S3aGyQP85U1MT42IdBkVc2AJi9mx08aKrbtYU2dnNrwFchQvf7TlzHFycPRt98w0ym5G/P0pLc9lruRnbZBloJwEAHkGnN/z3f/vv5NynX+ydGLfgkYk26Z3txOuvo9690Y0bqLVRyRayalVDDk55OVIokNRlGX9AU9CFcMQINGWKk/fp1g1Nn+7g+qhR6NIldOECmjgRxcQ4eXOPYyWEpAqq1eqsrKzCwkKRSDRw4MDgYCa1jOuwmM1mgiBYLJYP2/Fk5RCGYb73da1GXr9x++6ySktTRxaLNS0tZeyIZHfmlUyYgCZMaK+bb92KMh/UVefkoKSk9nohgA5dCGfORMuXu/4lBg5EAwe6/rbuxOpDkyCI1atXh4WFJSUlzZw58+GHH46MjFy2bJlW67gtE+AER44cmTNnzpw5cxYtWvTpp5/W1dVlZWXNc4RarV6xYsVjjz2mUqmop69atWrOnDlyudzmtv7+/v369fvuu+9srn/99dcbNmygTnft2vXOO+843NjRo0f37t1rs9VVq1bNnTv3r7/+ol8/ceLEpEmTUlJSvvjiC3rtdklJyeuvv44QWrp06aJFi+gVtc8///zcuXMRQn/99deKFSuo6//+97/XrFlDnf7zn/88fvx4fX09hmH21bL//e9/+/fv73vZy/cLSz/79ie6CgZI/V5a8lhqiltVsL2hz3bLyvLcPjoYdCGE8XqNYWURrl279r333ps6derjjz8eGRlZU1Nz8ODBzZs36/X6LVu2eGiHvsa9e/du37793nvvGY3G77///rfffvvjjz9mzZqFECoqKnrttdd+++03ciWPxzt27FheXt6uXbueeuophFBFRcW3335bWVm5bt26QLv8rUOHDnXq1Mnm4vTp0/v370/2jy0tLV22bNmePXts1hAE8dtvv/34448qlSo9PX3p0qUxMTEIoZ9++kkmk128eHH8+PFjxowhF+fm5s6YMePrr7+Oi4tbtGiRUCh85plnyId2795Nqte+fftMJtOCBQvGjh2LELp27dovv/yiUCgQQiEhIevWrVu1apVQKMRx/KuvvmKxWCtXrmSz2Xq9/osvvpjjMBCBEEJo8eLFkydPjo6OduJt91rSr2f+vPswvRwwtlPEP+bPdC7z05uhfwpDmNBtgBC2BIsQEgTxxRdfvPDCC19++SV1cebMmUlJSS+88MInn3wSal9LyUzqFKqC4rL27gBEgmFYVHioTWPSkJCQRx99FCE0dOjQuLg4g8FAnt66dQshNHv2bHrJ89y5c7du3UoK4Y8//jh79uyvv/665RuIior68MMPn3rqqatXry5dunTJkiUjRoywWfPll1/u2LFj5syZJpNJJpNVVFSQQrh161aE0KVLl+iLv//++2nTpj3xxBMIoffff/+9996jhHDv3r0rV66ktr1t2zZSCLds2TJv3ryNGzcihHr16uXv73/hwoUxY8bcuHEjPj6ex+Ndv3594MCBFy5cEIlEffv2VSqVCKGCgoKvv/5aq9UuWbJkYJOeF7PZqrub2WxmsVjePBSNIFBJeWVmzv07Ofm5+UX0zSf1TZw/awKXOQ3uW05CguU4J8dz++hIqNWotLThmMNBXbp4dDdejOXvTS6XV1ZWLliwwGbFE0888dxzz2VnZ/uGEBaXVX7x/S+GB+MJ3QCLxVq2YGbPBAe/g2RPO6GwqT4Lo0ePPnLkSF5eXteuXbdt2/bdd9+1SggRQkuXLt25c+eoUaOUSuXvv/9uv+DcuXPz5s1LSEjQaDTTHQbEaVy/fn3SpEnk8ZAhQzIzM/V6PZ/Pr6+vv3XrFqWyjzzyyBNPPKFUKvl8/o4dO3799VdSCDEMGzly5KlTp8aMGXPq1KlRo0ZxudyTJ08OHDiQPKVinC+88MKTTz5ZUFAwZsyYvLy8JtrHmEzmfUdOF9QadDqDVq83Gk08Hnf25LEPJfVp1RvV3uA4npmTn3E7OzPnvn2nGAxDE8YMmzhmmBcreJsAi9D9ZGdbUp+6dkVcbpOrOzAWIRQKhWw2u7i4ePDgwfQVJSUlCCGpr+R4Xblx150qiBDCcfzi1Vt0IczOzl62bFldXd3Zs2c//fRTeycnHQzDnnjiie3bt0+ePJnH4/Xt27e1G8AwbNmyZY888siWLVscBthmzpz54osvJicnDxkyJCUlRSaTNXG3ysrKgAdNR2QyGUEQlZWVnTp1+uOPP9LS0qhZXWKxeOLEiTt27AgICBgyZEgIrSPFqFGjdu7ciRA6derUs88+y+Fw1q1bt3z58lOnTk2bNo1atnbt2j59+iCE9uzZ8/fff09pMt1NoVTRB+wZDMZf9x2N7RQREeoVqV7FZZWXMm6n38hUqjQOF3A5nPmzJiT1TXTzxtwJxAjdD/hFW4glWUYoFI4ePXr58uUZGRnUxYKCgiVLlnTq1KlXr16e2J7riQq36xHk9hcNDAwcN27c6NGjhUJh0ypIsnDhwm3btm3evHnhwoVOvLpGo1mxYsWMGTPWrl2r0+nsF8ydO/fUqVNdunTZvXt3fHz8rl27mribRCLRaBo+zcksHn9/f4TQ3r17bazJhQsXbt26dcuWLTbbHj169IULFzQazd9//z106NChQ4deuHBBq9WS/lJqWWJigyqEhobW1NS09qc2m/Ff9x1rp0qAFkIQ6OLVWx99uWXtV9v+On+lMRXsFBn20tLHfFsFEUIREZaSCaUSlZd7dDcdAxDCFmIVitiwYcPo0aOTkpK6d+8eFRVVVVV1584dHo+3d+9en0lYH9Svh8FozM4rdHoAU6vAMNQ5MnzM8EH0i1SMMCkpafz48ePGjYugt2ewIzY2tnPnztu3b8/Pz3diD2+//XZiYuLvv/8+ceLE1atXf/TRR/ZrevbsOWPGjPHjx2u12o8//viRRx5pYjO5ubnkcW5urkwmk0qlRqPx5MmT33//PX1lSkpKaWnpvXv3du3alZeXR10nw4Q//PBDTEyMRCJBCCUkJGzatEkgEPTu3Zta1vY6kNz84osZt4YO7N380vZh7+FTx89edvgQn8/r3rVzz25deiR0kbmuib6Xk5CArlxpOM7ORv1dNlcVcAw9FkuP0QI2WAlhYmLizZs3v/7661OnTsnlcolE8vLLLz/33HNdu3b11P7ag2GD+g4b1GoHY3swePDgsWPHrl27dt26dU2v/Oqrr0pLS4OCglpbynL+/Pkff/zxxo0bGIZt3LhxwIABs2bNSk5Opq85cODA8OHDyePc3NzIyMgmbvj4448vXbr0rbfeCgoK+vrrr+fNm4cQOnHixKBBg0hVo8Aw7JdffjEYDFzr0AQZJly7du38+fPJK+QpPUDYKng8zsRhgx9/fL5QwBfweZt/3X87q0F39x461Scxro3d7p3jr/NX7FVQKOAP7JOY1Kd715ho17bPZwTduoEQuhWwCFuIRQgrKyuzsrJCQ0NXrly5atUqD+6pQ7FmzZrBgwe/8cYbUVFRGIY1lu7Ys2fPnj17tvbmGo1m4cKF69evJ0dLxsTEfPDBB0899VRGRgaf1h+3pKQkNTW1uroax/HBgwdTacOzZs3avXs3Quj8+fNLliw5cODA5MmT09LSZsyY0b17d4lEEhYWtn//fuTIL0oyaND/t3fnUU2dWQDAb0JICEEQDIsCEnZQQGVAWUQtFJdWRa2KWlrQaD2eVq32ONrj1HValWJpO66nOB2xrpUpiiOtjIiyDKCAiqiYIEsiKATCHgSSN388jCkghiWEkPv7673kJblynrl53/u+e726PgivbhNOnz6d3A0ICNi3b9+MGTN6+w8kUSgUtslIc9OOW5tL5wZ9/VTQ2tYGAI3Nkvg/bn24cFbf3rnPcvMf/5aYIt+lUqnjHG0nTxrn5mI/LGeEKknxuxgnjg4CxT8yJsIeUMhqHVwuNzY2llwcbWtre+nSJXKewlDzySefeHt7r1mzpttnKyoquh1jZLFYVVVVw7sfoYGBwfHjx8n1GH17h2vXrkkkkrfOGiWJxeLm5mYyvxIEweFwMjMzex7g7b/i4uLs7OywsLC2tj9Nd/r444+Dg4MVJzwn3cq6fC2V3KZQYCN3mT1HVasPRSKRoaEhXaEDDe9p2ZHYuPb2joIADAZ9IzfUeoy5igLQIGfOwKtRAFiwAE6erKdSqQaaW6pZfVpaWpqbm3ue11ZV9bo1BIsFDQ3a2P0qPj7+5MmT5A/6HlAB4Keffjp58mRgYGBUVNTGjRufP3/+8ccfD0qQaMBs2LAhNzdXfveuD9hstmnXbmNvYGxsTGZB0r1791SdBeFVIty0adNbjwya6i2foEQQcP7yf+VNi1St4oUo5uxleRbU0aFyl83HLEjCFRSDqdO4qBZmQeXRAOD333/39fVNSkoiB+UmTpy4cuXK58+fW1hYqDs8pKxvvvmmn+/Q86L1HlAolJEq6uL6Z4GBgeQK/beiUqlL5gb9cOIcOWu0olKUnH4neNrkt72uX9rbpQVPnl68cr1Z0jE1l0KBsEVzXB05Kv1cDaLYz43PB6m0m7Y+aKDgDULl0QCgtLR07ty58ltTwcHBAFBSUoKJEGkue47VlElumbkPyN3fb/zPa4KrsdGInl/VBwRBFJUI8wp4dwueSFpeKj4VMnO61wTXAf9EzTViBFhYdCycaG0FgYA6vObhDS14g1B5NACQSCSK989YLBYAyNeKoYF17dq1mJgYAKDT6ePHj1+3bt3gXE5poZDZ0/MfF5Edblvb2q5eT/9w0QD3Vrhb8OTXhOv1jZ3LxADADF/PoADvro9rOSen1ysI+Xyqnd0gDVlrIcUrQlw70bOOCWzl5eU5r+Y1k5Uenzx5Qi6UJmGf3oHC5/MLCwsPHjzY1NT0/fffX7lyJT09Xd1BDU8G+sz5MwPOxl8jd7PvFgRO9RrAWjONTc2xF6+2tbV3fcrPy2PRe+90fRw5OcGtWx3bfD515kxMhKqCQ6PK60iEhw4dUmzWAwDr1q1T3JVIJMOm/U1xMdy61dEjVNV0dWHyZOhUloesLAMA48ePd3R0rKiosLCw+Pnnn2/evGliYrJ27VoXF5e2trYdO3bs2bNHV1f31q1bycnJu3btAoDExEQqlTpr1iwAOH/+fFJSEp1OX7VqFblQITExkSCIsrKylJSUr776atjUA+ozH0/3Gxk5zyurAUAmIxKupX4StnCg3vx/OQ86ZcERLH1Pdxfvia42ViqfOqShFC9Niorwt7WqyGTA57/exSvCntEAYM+ePbW1tT0fpztcyrXeuQMBAdBdoTFVoVLht99AoYjma2RbQSaTuWXLlrS0tJ07dxYWFvr5+d2+fdve3v7y5cvvv//+1KlTjx49eunSpQ8//NDR0TEqKurTTz8FgO3bt6elpX355Zc1NTULFiy4fPmyp6dnSkrKv/71Ly6X+9FHH+GIKwBQqZR5wQE/ne7oPJX/uKio9Jm9jWXPr1IGQRAZd+7Ld8c72U3zneRib4MDJz1TvDTh8/FvpSoCAchrb5iaQo/rLBDQAKCHDnDDz4ULg5oFAUAmg19++VMiLCsrO3DgQF1d3enTp1euXEmn03/88ccHDx44OTnNmTOnoKDgH//4x/fffx8UFJScnOzv75+RkbF69err169bW1tnZmaeP3++trY2OjpaIBCQPRkqKyuPHj1KVjjz9PTs/wzS4cTD1cHOxvJp6TNyNz4xZfPaD/s/lfwRv0RU0/HzkUbTCftgtgFrOC9UHSiYCAcHjov2itadiG8odaJa3t3NmTAzM/v555//+c9/lpaW6urqOr06WydNmsTj8QAgKCjo+vXrDx484HA4ISEh169fT0tLc3V1ZbPZPB5PKpXOmjXLy8vLy8vr+PHjVVVV5MtxOLSr+TOnybdLhBX5j/k9HKyk9Ox78u2J450wCyrJwQHkdYuFQmovKwYiZWEi7BWtq/a0dCm0t8PNm4P3iR4e8Of7rTB27NitW7fKd42NjVtaWiQSCdmYsKamhiwYMWPGjOXLl1+6dCkoKMjf3z8iIsLOzi4oKAgATExM6HR6VlZW12Low2YQewDZ21i6udg/eNxRbeDSH7fcnO36M4ZZW9/woPB1GXFf9dX11jh0OtjYAFmDXSaD4mKq0lUcUC9gue1e0bpECAArVsCKFeoOQoG5ubmnp+cPP/ywbdu26urqkydP7t27FwCMjIw8PDyio6MvX76sp6fn7OwcExNz5swZALC1tXV1dd23b9/27dspFEpjY2NFRYUjnu9vtmDW9IdPimUyGQBUimqy8wp8+tG2N/32ffKtAMCcbcyxxqkxveDkBPJmJHw+dbJq6xxoKbwi7BWtGxpVOwaD0bVLQ2xs7IULFxwdHceNG7do0aLQ0FDyqTlz5ujr65OtkufMmUOj0QICAgCASqVeuHDh5s2bNjY2bm5urq6ud+7cAQAmk9lzv3utZW5q4j3xddXy/1xPb23rY39mmUyWmZMv3/WeMMz7CA44vE04CDAR9oo2XhGqF5fL5XK5nR50dXXNzc2tq6tjsVg0he4EO3fulHcC+eKLL7744gv5UxwOJykp6eXLlw0NDWx2x9o4cokF6tb7gX659x+3tbcDQG19Y0pGzszpPn14n/uP+LX1jeQ2g0F3d8biKL2jOHLB52MFzIHX2gqlpR3bVCo4OKg1Gk2AP8eGECMjI1ove/QwGAx5FkQ9Mx5pGODzugPeHylZ1eK6PrxPmsI0mckTxtHpeFO2d/CKUNWKiqD91QJXa2vAQaK3wrMQaZFZ033k0ztb29ouXknu7TtUVYufPC2V7/pPnjBgwWkNTISqhuOivYVnIdIi+ky9kFmvl1I8KCy6/6h3SynSbt8jO1oAgO3YMfJmT0h5Y8e+vkapqqKIxWqNZjjCRNhbmAiRdpkyyU2xSe/F/yS3tio7a6axqTkrt0C+O3XyxB4ORm9CpYJi92hsVT/gcO1Ebw1GIpRKpSdOnFi7du3+/fsbGxu7PSY1NXX9+vVbtmx5/PjxIISEtBaFAqHz3tXR6TjzxbX1iTf+p8wLecWC/YdiyV4WAMDSZ05ywx/bfYQdelUKrwh7azAS4V//+tcjR474+fllZmbOmzev6wE3btyYN2+es7Mzi8Xy8/MTCASDEBXSWqPN2TP8/iLfvZFxp6JS1MPxMhlx9Xr6oZ8v1DW8/hnn5+Wu28uZTUhO8dsZrwgHHCbC3lL5/+S6urrjx4/n5OQ4OzsvX7589OjRWVlZU6ZMUTzm22+/3b59+2effQYAfD7/2LFjX3/9taoDQ9rsvXf8cvMLxbX1ACCVys5f/u8Hb+ia1N4uvXztFr9EqPigA8dqzjt+gxHoMKX47ZyX93p9PVLSy5cUiYTaba8EiQQqKjq2yTo+6K1Ungjz8vJGjhzp7OwMAHQ6ferUqenp6Z0SYXp6+p49e8jtwMDAkydPDmwMTCbT0tKS0v9Cy8MXQRCa+/dpamqa3213jzej03U/eO+dmDOXyN2iEmHkkVPKvJBCocycPuW9QD/sMtEfijeuEhIgIUF9oWgqBgDjrQfZ2wMOWyhD5X+kiooKxYVupqam5eXligc0NTXV19fLjzE1Na2Q/57poqioKDs7+8qVK+Qui8WKjIyUN0qsqanpttJmbm5ua2trP/8hw1tVVZWpJtd8NDIyEol6Gt7sytLM2MnW+klxL8bhDVjMhbOm2Y0dXVNTI3+wpqamra0NS7z2iqkpFQA7A6kch9MqEtWrO4pBRRDEpk2byPbyAPD8+fM2JWpIqTwRMhgMxThaW1s71QCj0+lUKlV+TGtraw8dgNlstr29fWBgILmrq6trZmYm/20ukUi6bcKHnfneisFgjB6tdQUzQ0OCDxw+pWStNRcHmxULZ43o0mWivb3d0NCQTqerIMBha+RIsLcnioo0dRBCUwQE0LTeUX1QAAALjUlEQVTw2y80NLSpqYncvnPnTm5u7ltfovJEaGlpWV5eLpVKyT4JQqHQ19dX8QBdXV1TU1OhUEjWjBYKhZaWb+ybamRk5O3tvWzZsm6f5fF4VlZWmjvEp0YlJSXm5uba9m1uxjZZ82HIHzezXr7sacBAT4/xF3dnP68J3Z5ZFRUVNBpNXx/bMPXOuXOwfr2kvFy3t9WUEABIpVKpVNrDf1hdXZgxAz7/nEqjad0YvuKUTD09vaKiore+ROWnoJeXl4GBQWJi4ty5c8vKyrKysmJjYwFAKBQWFhaSTYUWLlx49uzZd955RyqVnj9/Pjw8vG+fFRERkZGRYWVl9fZD0Z9t3bo1MjJy6tSp6g5ksLk4cFwcOP15hwMHDsyZM6fPJ63W8vKC6dN3MxiM3bt3qzsWzXP8eExGRsaAT6fQWipPhDo6OlFRUREREUFBQRkZGZs3byYTVUpKys6dO8lcvW3btoCAgPfee6+6uppKpX700Ud9+yyZTCZvjoN6hSAI/NP1Df7p+gz/dH0mk8kIeYkj1G+DMSgRGhrq5+eXm5u7Y8cOef/0efPmyeeO2tjYPHr0KDU1lclk+vv741AJQgihQTNIKcfa2tra2lrxESMjIyMjI/kui8WaPXv24ASDEEIIyWnYtZdAICgsLCSb0HZVW1v75ZdfGhgYDHJUw0BxcXFUVNTp06fVHYjmycnJqayszMzMVHcgmic7O5tKpVZWVqo7EM3z6NGjFy9erF27Vt2BDHUlJSW13dYd+DMNS4QRERGlpaVvmhCsp6fn6uqKK537YMSIETY2NgzG25fook7YbLaxsbGhoaG6A9E85BxvMzMzdQeieezt7RsaGjoNs6GuXFxclLk0ouAdV4QQQtoML54QQghpNUyECCGEtBomQoQQQloNEyFCCCGtpmGzRntQU1OTn59vZ2eHM6l65cWLF/ICtTo6OjbYvkwJz549o9Ppnfp1lJWVFRcXe3h4GBsbqyuwoa+6urq5uVnxP6lAIJDX3GcymVpY/F0Z9fX1Dx8+1NPTGzdunGKJ0ZaWlpycHCMjIzc3NzWGp/GIYeHq1aujRo2aOXOmqanpN998o+5wNMmCBQtMTU3t7Ozs7Ox8fHzUHc5Q9/e//33UqFEUCmXNmjWKj+/Zs8fMzCw4OJjNZv/xxx/qCm8oS0xM5HA4FArFyclJ8XE7OztLS0vyDAwPD1dTdEPajz/+aGxsPGXKFDc3Nzs7u4cPH5KP8/n8sWPHTps2zd7eftGiRe3t7eqNU3MNh0Qok8kcHR1Pnz5NEASPx9PX1xcKheoOSmMsWLDgxIkT6o5CY+Tm5vJ4vE2bNikmwrKyMn19fT6fTxDEqVOnXF1dyVKQSFFxcXFeXl5cXFzXRHj79m11RaURcnJyxGIxub169eqQkBByOywsbP369QRBNDY2Ojo6xsfHqy1EDTcc7hHeu3evvLx88eLFAODg4ODj4xMfH6/uoDRJQ0PD48ePX758qe5ANMCkSZMcHBw6tfr67bff/Pz87O3tAWDJkiWlpaUFBQVqCnDo4nA4EydO7LaSsEgk4vF47e3tgx+VRvD09JRXEfH09CR7UBMEERcXFxERAQAsFmvJkiUXL15UY5AabTgkQoFAMGbMGPm4OYfDEQh60XYcfffddwsXLjQxMdm/f7+6Y9FIAoGAw+GQ22SLYzwDlUelUjds2DB79mwLC4tff/1V3eEMaS9fvvzpp5+WLFkCACKRSCKRyG/q4/defwyHyTItLS2Kd48ZDEZzc7Ma49EsMTExo0aNAoC8vLxp06b5+vpOnz5d3UFpGIlEgmdgn2VmZpJn4MWLF8PDw/39/ceMGaPuoIYimUy2Zs0aMzOzzz77DAAkEgkAyE88POv6YzhcEZqbm1dXV8t3RSIRTjxTHvkdBACTJk0KCgpKS0tTbzyayMLCQvEMrK6uxjNQefIzcPHixRYWFm8qqa/lCIJYt25daWnpv//9bx0dHQAwNzenUCjyEw+/9/pjOCRCd3f3uro6Ho8HADKZLD09Xd7pECmPIIjS0lI2m63uQDTPlClT0tLSyB6zhYWFjY2NOJe9DxoaGkQiEZ6BXREEsWHDhvz8/CtXrujr65M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sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "9032.644499999999\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 9032.64 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.6 kg\n", + "Max SOC = 764.8301249999998\n", + "Total computing time = 0.09190702438354492 sec\n", + "Nodes Explored = 147\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "8981.067499999996\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 8981.07 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.67 kg\n", + "Max SOC = 901.55\n", + "Total computing time = 0.09006404876708984 sec\n", + "Nodes Explored = 364\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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DgzILFy68fPmyk5MThUIZMGDAF198Ud3dkpOT79y5Q+yEQKFQNm/eTGwwVFZWJpfLjUe5FIoW87HYvXt3YGAgQgjDsH79+u3ataveqyYAQgjDMIFA0DSvVd3HD5iprgtk2ywM0+sataEhgUCg0VQlTy4qLmmyj32LgGHYrFmziB17SktLzcmpYsm/ZDabTY5DcrmcmApP+PjjjykUSllZGZ1OX7BgwaxZsw4dOmTybn5+fkwmc9q0afgpk8ns0qULkdmLwWCYnLZHTLjH7Xu8b2XcSrHCcB+vRkKn0gcHDP5j3B9sBrvWwngURAhRKBR3d3foHW0gCoXSZBMRq/v4AfPBrFFzlJSJFMrKbwY7W2Zwh/YUCnJxrhrgp9Lo8E4aWL16NbFfTXx8/H///VfrUyz5l+zj46NUKgsKCvh8PkIoMzPT39/foMypU6d27NiBrx778MMPa5hqaGdnFxgYOGTIkHrXp0xeNu/UPJW2SQPM38//jvCK+DSyKm9ZQkICkUpGq9UaP+XevXvXrl37/vvvm6iKAIAWQn8FoTvetmGRfu5D16ixiIgI4lgqlSYmJtb6FEuOETo7Ow8ePBjfQ0cgEJw9e3by5MkIoYKCAiJvlp+fHxGfb9++bRwpLUilVWl0VkhQKVPr7aMbEBBA7L5LbDZEyMjImDRp0pYtW4x32QUAtHGCwqqlsd58V/yAyYR0oxZGv3fv3q5du8wsvXz5ci8vrxoK/Pjjj6NHjz5z5kxaWtrcuXPxDVpTU1MXLFgwd+5chNDGjRvx3ekYDEZGRkZ1/aIWwefwVw1ctfr6arWuyfYjRL08ey3oqZdZ29XVddiwYfixRCIhP5STkzNkyJAvv/yy3uviAQCtmFBc9Y3h5lK5g5teixA2oLAEekpKyt69e83pZc7Ozl64cGHNgbBbt25paWlJSUmurq7EPnaRkZGlpaX4cURERFpaWmpqqk6na9++fc2b4TXcN9HfLOm3xKCJ1njoVLq9jb2ZhQsLC4cNGzZ//nzjZiIAACCExOVS4pjHrZxyYUueNdpypgc2Z3SEUNeuXRMSEmotymbXPgEEIcRkMsnZNRFCNBqNnFKSwWCEhITUsZ71x6QxmbRmkXTbQExMjFgsTktLmz9/PkKoT58+7733nrUrBQBoRoTlVS1Ch9eB0M62KhA22dY6rRvd1dW1S5cu5hTt3bu3mbEQEEaOHNmjRw/i1NbWdteuXc7Ozgihjz76SCyums7aqMOlAICWSL9FWNnbZMu0oVAQniVarlBiGNbEu662PvShQ4eamSXy6tWrjV2b1gcfJSUwGIzZs2fjx2+//bY1agQAaBlUajUxF4ZGo3LYdvgxlUpl2tjgyyowDJMrlCw722rvAszQmneoBwCAlovcHHSw55CbfeTIJ5Mrm7RarZHeOsLs7GyNxsR6AzabTaR0AQAA0ARE5H5RB71ZeOTNxmVyOUIOTVet1kgvEEZFRWVnZ5ssx2Kxxo4du3nzZjc3tyapGAAAtGkmp4zi2CxoEVqSXiBcu3btokWLwsPDx48f7+bmJhAIjhw5kpKSsmrVqszMzF9//TUtLe3u3bswMAsAAI2NvIjQwV4vENrpJZeRN12dWim9QHjixIl33nlny5YtxJWPP/542rRp+KL7ESNGDBw48Pbt2/369WvyegIAQNticsoojkXaiQn25m24qskyCoUiNjZ2xowZBiVmzJiBbysYHR3t5eWVnJzcpBUEAIA2SWRqESGOPFlGDoGwwapahAqFQqvVlpSUGJQoLi6Wy+U6nY5KpXK5XGL/h2br7NmzBQUF1q4FaFLErisAtBrimibLwBihJVUFQh6P17Vr188++ywoKKhdu3b4xefPn3/99dfR0dFUKlUmk2VkZPj4+FipqmZ55513rly5IhQKrV2R5q6ioqKVpUdYvny5tasAgCWRW4Q1TJaBrtGG0xsj/OOPP4YNGxYcHBwaGuru7p6fn//ixQs+n//rr78ihB48eNC/f39iA/rmyfz8AG2cQCCAbcwAaLZ0OqxcWtnPQaEgrr3ez1by8gnoGm04vUDYo0ePpKSknTt3PnnyRCAQdO7cefr06XPnznVyckIIRUVFXbx40Ur1BACANkRSUaHT6fBjNovF0N8FmjxGCC3ChjPcmNfd3X3ZsmUGF1UqFZ1Op1IhDQ0AADQFkbjaflFkkFlGBssnGkovtq1Zs8a4hFarnT59ukrVpPu8AwBAW0ZOK+NgFAj1M8vAZJmG0guEe/bsWbt2LfmKTqebMWPG6dOnm/9kUQAAaDVqWESIEGLr5RqFrtGG0usa/eWXX8aPH+/t7T1z5kyEEIZhH3zwwbFjx06fPs1gMKxTQQAAaHtE1edXQwgxmTY0GlWr1SGEVGq1WqMxGEQEdaLXIhw5cuS2bdvmzZt34cIFhNCSJUv27Nnzzz//DB482ErVAwCAtqiGtRM4li15TT30jjaI4Y+IOXPmZGRkTJ48efz48YcOHfrnn39Gjx5tlZoBAECbpT9GaNg1ihCys7OVVFSur5DJFQbrK0CdmGhNr127Ni8v78CBA/v3758wYULT1wkAANo4MblF6GCiRQhr6i2Ifv78+W+++cbgqkqlYrFYP//8888//4xfuX37to2NTZNXDwAA2qKaJ8sgw65RCIQNQudwOIGBgcYPBAcHk09h6yUAAGgacoVSqVLjxzYMBnmxBIEFLULLoffv379///7WrgYAAIBKotr6RZHBmnoIhA1DRQjNnj37559/Tk9Pt3ZlAAAAIJG4lpkyCHZisigqQsjNze2HH34ICgoKCwv75ptv7t27h2GYtSsGAABtlLi2tRMI0o1aFBUhtG7duvz8/GfPnk2cOPH8+fMRERHu7u7Tp08/deqUUgnLUwAAoEmJapspg6Br1KKqFtR36tRp5cqV9+/fT09P/7//+z+BQDBx4kQnJ6cxY8bs379fJBJZsZYAANB21JxWBseyI6cbhUDYICY2lAgICPjkk08uXbqUn5+/detWGo32/vvvu7m5bd68uenrBwAAbY24xozbOLadHXEsk0EgbJCa0tO5urrOmjVr1qxZMpns0qVLkHcbAACaQK351ZBB16gCAmGDmJWnlcVijRs3rrGrAgAAAJmRXw0ZbkkIgbBB9AJhVFRUfn6+cSEOhxMQEDBu3LgZM2bA9rwAANB4NBpthawyiSiVSuFyTCcRNWgRYhiCrCf1phfV+vXrJxKJSktLu3TpMmTIkNDQ0MLCQplMFh4enpubO2vWrPnz51urogAA0BaIJVJi/RqXw6ZSTcc3Go3KtKncHU+nwxQww78B9AIhg8Ho3LlzVlbWiRMnfvvtt1OnTmVmZnp4eISFhd2/f//777//448/Xr16Za26AgBAq2fO2gkci1U1XwbW1DdEVSDUarWbN29evXq1g4MDcdHFxWX58uUbN25ECH322Wc8Hu/u3btWqCYAALQN5NX01U0ZxbFIOUhhTX1DVAVCsVgskUhsSRnNcUwmMz8/X6fTUalUb29vBUxPAgCARkPOr2Z+i1AGe/M2QFUg5PF4bm5uP/30k06nIy5qNJrNmzd36NCBSqViGJabm+vu7m6NegIAQJsgqleLUCaXN2KdWruqWaNUKnXDhg2zZs1KTEwcPXq0m5ubQCCIjY3Nycn5999/EUJXrlwRiUS9e/e2Xm0BAKBlk8kVmbkCXy8+h9SeIxNLKojjmgMheW9eSC7TEHrLJ2bOnOnq6rphw4Zdu3aVl5fzeLzw8PDdu3cPGjQIITRkyBByYxEAAECdCMWSH7YdkFTIWHa2S95/18WJZ1yGPEboWGMgtIN0oxZiuKB+1KhRo0aNQghVVFSw2abXrwAAAKiHh0+TJRUyhJBMrrj3+MWIQZHGZcxZTY9jwwYUFqK3fOLy5cvEMTkKbt26FebIAABAA5GTiEpIXaAEDENiSe0Zt3GwJaGl6AXCBQsWkGMhbteuXZ988gkFkhYAAEDDSGVVU1oqTE1vkcpkGo0WP2bZ2dq8XjJvkv5OTDBrtP70AuHbb78dExPz+PFj4srBgwfnz5+/evVqJpNp9FwAAAB1UFFBCoQyE4FQJDZ3yiiCvXktRy8Qrl27dsKECSNHjszKykIIHTt27L333lu0aNE333xjpeoBAEDrgQ8Q4ipMZcoWm7ETIUE/7zYsn6g/vUBIoVB27twZHBw8evTogwcPTpkyZeHChXhaGTMVFhZOmDDBxcWle/fucXFxJsvEx8dHR0c7OzuHhIScPXu2IbUHAIAWRL9r1EQgND+/GjLMuw1do/VnuJWEjY3N8ePHaTTatGnT3n333Z9//rlOt1u4cCGPx8vIyFi6dOmECRPKy8sNCjx79mzs2LFz5859+fLl8ePH/f39G1J7AABoQWrvGjVjJ0ICtAgthZ6YmPjXX38ZXO3cuXNGRoaLi8tXX32FX1m7di2dXsvmhUVFRSdPnkxPT7e3t3/77bc3bdp05MiR2bNnk8usX79+xowZ06ZNQwi5uLhY7h8CAADNmkqlVqnV5FO1RsPQ/141f+0EQsiWyaRSqfjybqVKrdVqYfv0+qGnpqbu3LnT+AEajbZr1y7idNWqVbUGwtTUVAcHB29vb/y0a9euL1++NCjz6NGj6dOnjxkzJjc3d8iQIatWrWKxWA37JwAAQAsgJQ0Q4mRyhYO9XrNPXJcWIYWCWLZMortVJlfac+DrtD7okyZNmjRpkkXuVVZWZm9f9RPGwcGhqKjIoExeXt727dv//vtvZ2fnWbNmLVmy5NdffzV5t0ePHp08eXLlypX4KZPJjI+P9/T0JF5LLpfXGptBdQoLC61dhRYMPn4N1DY/foKiUoMrmVk5bs56yWVKhWLiWK1SCAQC4/uUlJQolUr842djQ0evw2tGVparqVQ1bQqGYeHh4eQPWFBQUK3PsuRfspOTk1Ra1a4Xi8XGnZ9OTk7vvfcenrB02bJl06dPry4Qdu/ePTw8fMWKFSYfZTAYPB4PvokawsPDw9pVaKng49dwbfDjJ5QYzo5hsTkG74NcoSKOAwP8TG5PT6PRnJyc8I+fs5NjmaiyEcmwsWuD76qxgoIC4vjEiRP79u2r9SmGk2UaIjAwUCgUEpV4/vx5u3btDMp06NDBxsYGP2YymWpSjzkAALRixl2jBvNldDqM2ESCQkFsO9NZucnIyUjJ3aqgTqiHDh2KiIgwpyibzX7y5EkNBfh8/ptvvrl27VqNRnP+/PknT55MnjwZIfT48eMPP/wQLzN37tx9+/YVFhYqFIotW7aMHDmy4f8GAABo/qQVhhM7DZYSVsjlOh2GH9vZ2tJotTdUyBNqhKSJNqBO6AghtVpNbktWB8OwWsts37595syZPB7P09Pz8OHDjo6OCCGRSPTw4UO8QExMzNOnT8PCwhBCQ4YM2bRpU4OqDwAALYRUVkuLkNxkNHPaCw9ahJZARwglJiZaqmfZ29vbOFvpgAEDbt++TZyuXLmSmAIDAABthMSoRWiwd5JUWhUIOWzzAqFDVYuQvLU9qBN6ZGTk3r17zSzt4+PTmJUBAIBWq6K2MUJypLQ3MxCSWoQiaBHWFz0gICAgIMDa1QAAgFZOapT8paau0bq3CIViCIT1ZMlZowAAAKpjYtaoQddoBblrtPYpowghezaLyCYjkytUMA+/XiAQAgBAUzA1a1ReXQEzxwgpFIqDfdVaQzFMHK0XCIQAANDotFqdQmm4QYTB8glJRZ0nyyDD+TLQO1ofEAgBAKDRSWUy4wVoMrmCfFGiN0ZoVtcoMpwvAy3C+oBACABoQ9Qazf3HL568SDVnYbQFGfeLIoR0Or1mYkXdu0aR/raFMHG0fiqTJT569Mje3t44I1p+fr5AIOjUqZOtra3RcwEAoIX549DJ56/SEUIDI8NjRg1ustc1GQgRQhUyuZ0tEz+2QNcotAjrhYoQio2N7dGjR05OjvHDGo1m6NChP/zwQ5NXDAAALKxMVI5HQYTQ/ccvmvKlK4zSyry+XhkgdTodsYUuLgEAACAASURBVL6eQqGwWeZ2jZI3coIxwvqhIoS2b98+duzYQYMGGT/s6+u7ePHibdu24Xs/AgBAy5WSUfVzXyqTq1RNt9ig+hahgqgP0VvLtrOlUilm3tkRWoQNRsUw7NatW+PGjauuxLhx4woKCl69etWU1QIAAItLzdDr92rKETWJ0SJCHNEilEjJiUZN7L5UHUgu03BUmUxWUVFBbHhrDE9DarzFLgAAtCypmXqBsClTsZAnwlCpVbMUie5QcpORbfaUUYQQ155DoVQ2HyVSmVYLvXd1RrWzs6PT6cXFxdWVwEMgl8ttwloBAICFicolJWVivStNGAjJLUJX0q70RIuQnFaGa97WEzgajUpsVYFhmFgCvaN1RqVSqd26dTt27Fh1JY4fP85ms0NCQpqyWgAAYFkp6YbzAZuyRUhONOru4kQcE2OE9ZsyinPkwpr6BqEihObOnXvixIlffvnF+OGrV6+uW7du2rRpTCazyesGAAAWY9Avipo4EJLinBs5EMpNtAjrGggdYE19w9ARQrNnzz516tRHH310+PDhCRMmBAYG0un03Nzcixcvnjp1qkOHDt9995216wkAAA2SkmEYCJtyagl5CNDdxZE4Ntk1ambGbYL+UkJoEdYZHSFEo9GOHTu2Zs2azZs3k3fQZTAYM2bM2LhxI77RPAAAtFDlkoriUpHBxSZrEWIYJnvd8qNQ9FuERNeotM57MBH096mHFmGdVWaWYTAYq1evXrp0aUJCQnZ2tlar5fP5ffr0gRAIAGgFjJuDqAmH0yrkCp2uco2gna0tl7RfRNXyiQZ0jUKWtQaik09YLNbAgQOtVBMAAGgsJgOhXKFUKFW2TJvGfnWDbk9y1hhS12idt6cnwPa8DVQVCNVq9fHjx69cuYK3CD09PSMjI//3v//BwgkAQEtHnilDoSAi4bZILOG7OTf2q5MXEbJZdrZMJpVKxdN1KVVqrVZLo9HIwbJO6wgRdI02WGUgTExMnDx5ckpKCkKISqXS6XSVSrVv376vv/569+7dNeSdAQCAZk5SISsqKcOPqVSqF981J78QPxWVN0UgJK+dsGezKBTEsrMlIl+FTMFm2RLbUFCpVLZd3TY5IHeNiiVSnQ4zP0MbQPjyiaysrKFDh4pEoi1btqSkpMjlcrlcnp2dffjwYTc3t0mTJl27ds3a9QQAANPkCqVSqaqhQEp6DtEE9PV0J0e+pulIlOq3CBFCbFZVqKuQySUVcqKGbJYtkSnGTAwGnehu1Wp10mrSuYHq0BFCK1eupFKpd+/e9ff3Jx7w8fGZMmXK6NGjBw0atHjx4sTERKvVEQAAqnHt9oMT56/TqNSpE4b37Go67we5X7R9oA85zDRVIDScCGMwTKgl7WpQ1wFCHI/LIYYbReUS8nwcUCsqQujkyZNLliwhR0ECh8NZv37948ePs7KymrpqAABQI7lCeeriTZ1Op9ZoTl68UV2x1Ixc4ridv4/eqjsrBEI7hBC587NCrmjIanqc/sRRGCasG6pcLi8rK+vatWt1Jbp164YQMrlbIQAAWNHT5DS1RoMfC8USkwFAWiErKC7Bj6lUaqCfFzkhWRO1CEljhJzKrlFyi1ChN2W0LolGCTwH2JWw/ug2NjY0Gk0kMlxqShAKhQghNhsa2gCARpecmnn0zFUqhTp57JB2/t41F378XG97uFxBIXn+JC41M5cYfvPxcLNl2lijRUgKhKa6RpV0WlUBVn0CoQO0CBuASqPRwsPD9+/fX12J/fv3Q9JtAEATwDDs4L/nC4vLBEUlh09crLmwUql6kZJJvpKbb2K3OL1+0QAfZLDqrkmWnxt3jbL0ukbl5AL1axE6wq6EDUBFCH388cenT59etGiRQqEgP4Zh2I4dO9atWzd//nxb27pN5wUAgLrKLywhdhEqKikrl1bUUPjZy3SiXxSXKzAVCEkzZdoFeCOEOCw7GwYDv6JUquQKZQOrXavaWoQKcn61uiYaxTV9M7c1oSOE3n333fj4+M2bNx86dGjw4MEBAQFMJjMjIyM+Pj4tLS06Onrt2rXWricAoPVLy8wln+YKikLbB1RXOFG/XxSZCoQyuSK/kBggpAT5Vfa18hw4RSVC/FgkltjZNu7uOlKZ0WQZ0vIJmUyuI3pv67g9PQE2oGiIygX127dvj4qK+v777//++2/iMV9f3w0bNixevJjx+tcTAAA0nvTsPPJpXvWBUKVWJ6VkGFwsE4nlCiU5qqVm5mKvY4wX3414iMe1JwKhUCzxcHexSP1NUipVGo0WP7ZhMPDGaA3LJ8gPmQ/SjTZEVYq1qVOnTp06taSkJCsrS6PReHh4+Pr6WrFmAIC2Jj1LLxDmCoqrK/kiJVOlUhtcxDCUKyhqH+BDXEklpRglT71xbMLknBK9ftHKIKcXCOUKIlKi+q4jtLNlMpk2eGIBtVpTIZPXL6C2TXSDcxcXFxeXRvxxBAAAJpWJyg1ikskxPxy5X5ScO9QgEJJzbbcjXW+8DfySU7POXo1n29lNGj3Y2dEBGfaLVgY5g8wyKrWGVKaeAcyRa19QXIofi8qlEAjNR0UICQSCBw8eaLVVP0lSUlImTJjg4+PTsWPHVatWkR8CAIDGYNAcRAgVlwqNm30IIbVG8yw5jTjtGtqBOM59nUQUISRXKPMLK9uUFAqlCVqEKrV6918nM7Lzn71M+yu2ctYrOeM253Vw0ps1KpMTKeJoNJpdfWcmOsDE0fqiIoQ+//zz6dOn02iVC1nEYvEbb7wRGxvr6uqqUChWrly5bNkyq1YSAND6GQwQIoQwDMsrMNE7+jI1S/E6cnDt2dG9uxEPkRuRaVm5xC6Anu4u5NijP8eyvMF1r1RUIiTmoL5Kz8Zznpncep5Bp9vYVM69ICqJEOKw7OqYZ7SK/j8K5svUARUhdOvWrSlTphCXdu/enZOTs2PHjocPH6anp0+ZMuWXX35RqWrKaQsAAA1kMGUUl1tgonf0EalftFunDj5efCJ4FBSXEWsqDDKrke/g6FC1u5wFW4SlQjFxrNNh+DJHvR13SWsETXZd1m8RIU5/MyZoEdYBVafT5eXlderUibh05swZNze3OXPmIIRoNNoXX3whkUggxRoAoPHIFUpBUanx9Tyj+TJarY7cL9qtUwdbpg0+GocQ0ul0gtfrJfRmygToJalxbJzGEzkQIoSevUxDhvnVSIHQ1F5L9Us0iiNPHBXCCoq6oKrVap1OZ2dHbOGhTUhIiIqKolKp+BV87mhBQYHV6ggAaO3Ss/OIdQ7kvfSM58u8TM+SyStTf3DYLHxpoLeHu8FTlEpVzuvnUigoSD9bm50tk/m6Z1KlVleQYlVDlIn0ellfpGTqdLoKoz2YjI8J9Z4pgyDdaANQmUwmn8+/f/8+fn7nzh2JRBIdHU2UyM/PRwjxeDzrVBAA0NKQVoebizxTpnPHIOJYUFhCHkJD+vlFw0La4VHT28ONuIgnWkvLztO9Xpzn7upsvCZBf+KoZdpPBi1CmVyRnpUnNbV8AlXXNWqhFiHsU18ndITQsGHDfvzxRy8vr6CgoC+//JLBYJC3pH/06BGdTvfz87NeJQEALcbfJy/dvv/Uw815/rsTHHnc2p+AENIPhN07d8zMEeD51VRqdVFJGbGVrk6ne5KUSipZOV+UHAhzBIVIf8Sxvf4AIc7Rwb6wuHLbeqG43IvvamZVa1CmHwgRQs9epevlEWU3atcozBqtJypCaP369Z6enrNnzx44cGBCQsKaNWvIYW/nzp2RkZEcjmFOdwAAMJCWmXsr4bFOp8srKL54466Zz9JotFm5VYMvgX5e5MBGnjiakpFLDLmx7GzbB1Qm/fD2rCqfX1Ci02HkFYRBpnax4DXCfJlSkeEE1OfJ6cb51XAsloUDIZvFYtArl4bLFUpiSQaoFR0hxOfzHz16dP78eZFI1KNHjy5duhAPK5XK6dOnk68AAEB1XqVnE8fEpJVa5eQXElM9HR3snXhcLw83IoNarqCoR1gwfvzw6QviWV1C2tFolVMZHOw59hwWnrpapVbnFRRl51UtKCQvsSfobddgiUAoJS0HJBQUlxLzLZAZY4QNmTVKoSAHLrukrLJVKiqXurs61ftubUrlzwdbW9vx48cbP8xkMufNm9e0VQIAtFTp2fnEMfGNXKtUUjcm3nojd1QS82W0Wm3i8xTies/X0RHn7eFG7Mp0484jIg2Im4sj195EGmtyi9AigdC4XxRHDFXSaFTyYnmLjxEihHhce1IglEAgNBO19iJ1pFAoXr16JZFADzUAbQuGYVm5AuK0XCpVqU3khTGWQVpKH+DriRDyIXV15r0OhM9fZRDzRe3ZrA6BesmQyRNHHzxJJo6r293X4sllyFNGTS6KZ+svlmeb7hptUF402IypfiwcCOPi4vz9/SdPnuzv71/DZr/5+fmOjo5RUVGWfXUAgBUVFJWS9/bDMFRqRqMQw/TakfhyCFdnRyLxiqRChm9SSA5v3bt0JHc5IoS8PaoakeR9CtuZmimDDBYbWGJqCfkfG9zO37iAQWuvmuUTDW0RVtXHaMASVMeSgRDDsPnz52/YsCExMfHs2bMffvihWGz6z+CDDz6AKAhAK0OOZ7iSanoLyQqLS4llfHa2TA83F4QQhUIx6B1VqdT4+nRcz7AQg/uQW4Rk1bUInfS6RqX1WPJhoFSkFwjdXBwNChi09th2hoGQwaDbMm0aUgfyixaYSlAATLJkIHzw4EFBQcHUqVMRQr179+7QocOpU6eMi+3fv5/L5Y4ePdqCLw0AsLqMHKNAWCaq9VlppIUTgb5exGp6b77e0sDEpBQiAbcTj+vv42lwH1dnR+Mo4uzoUN0SDibThiiv1mgqSHM764e8iNDZ0YG8GhLHMWwRGnaNNrA5iBDCf0bgBEXmTlYChtswNURmZqa/vz+xi29QUFBmZqZBmYKCgrVr1966devEiRM1302pVJaVlT148AA/pVKp3bp1o9Q7Hy0AoJFlGGXNNicQknNtB/pVhTcvUldnXkExuVjPriHG3wQUCvLkuxpsYdHO1HxRgqMDl4gWQrGkgXGoTFjVFens6GBny7waf59cgJxfDSFkZ8ukUinkdAENnCmDEOK7ORObUhWXCrVaLbGbQtvx4sUL2eufNWlpaUqlsubyyLKBUCqV2pLmRLFYLOMpMx9++OGKFSvc3NxQbVJTU2/evHnnzh38lEql7tmzx8PDAz8tLS1VKpV0uiXr36YUFxcbDLEA88HHz5hcoSwuFRpczBMUFhYWGhcmf/xSSCsuHO1ZRHk7ZtXbm5KRTR599PdyM3lbJwdOuv4VdyeuyZI4tl3VXvYZWTk2DQgZGKbXItSqlRxbhi3TRkFaUIFhWoPK2NrYyEj/Lhs6rYbaEkpKStRqdXUfP3s2q1wqQwhptboXr1JdndpWUjAMw+bOnUuEnvLyclsztrXSeyvlcvmmTZuOHTuWk5NjsN2EQCBgMpmoRu7u7kJh1V9CWVlZWFgYucCtW7fi4+OHDRu2c+fOmzdvFhQU7Ny5s7rlGZ06dercufOKFStMPkqj0Xg8HnwT1ZtOp3N3Nz2mAmoFHz9jz16mGQ+zSSoUJj9mxMevXFJBzNik0Whdu4TYvO5ScnRyolLP4w0mcpYyT3eXLqEdTdahY5D//ScvyVe6h3VycXKors5urk6pRAuSSmvIX4REKiNm6NjZMv18fRBCIe0DHj2rqg/fzdXgJTgcNjkQOjnxzKkDhUJxcnKq7uPn7eFOLMFUaVAb/DO/desWcXzixIl9+/bV+hS9t/K99977559/hg0bFhUVZWOj19tuTvs6LCwsKyurqKjIzc1Np9MlJCQsXryYXIDL5Y4dOxbv7czKypJKpQ8fPqz1tgCA5i/DaKYMQqhMJMYwrIYRjTNXqr6zfDzdiCiIELJhMNycnYgt1wk99JcPknl76n3pOzrY1xAFkUWXEpKbg06vRyU7dQwkB0LjpREGw4QNXDuB47s7E4GwoKgEIdM/GgBZVSDUarUnT5789ttvv/rqq/rdy8vLa9y4cfPnz//qq6/+/PNPNze3AQMGIISOHTv2+++/nzt3Liws7LfffsML79y588CBAzt27Gj4vwEAYHUZOQLjixqNViSWVDdd5eHT5Nv3nxKnxrNLvDxcDQIhhYJ6GM0XJfBdnWk0GrGUvuYBQmTRpYQGM2Xwg04dAigUCrGrhvEYpMHE0YaPESKEPFydiWOTO1sBY1WjRFKpVC6XDxo0qCG327VrV2Bg4JIlS6RS6dmzZ/Ffgu7u7uHh4QYlQ0JCxo4d25DXAgA0EzqdjryU3sG+aoledfNlSsrEf8VeIk7dXZ0G9e1hUIaccRTn7+NJhBljdDrNw60qDFS3cIJAXnXXwBZhmchEIOSwWXh+gMrrRj8IjFqEFgiEfPeqiaOwgsJMVS1CBweHsLCwx48f9+nTp96343K5GzduNLjYr1+/fv36GVyMioqCpYQAtA55BcXE2gYuh90+0Of+48qkoCVCcXuj8lqt7s9/ThPzXxh0+ntvjyFW0BOMA2EN/aK4jkF+eEo2Go0a0j6g5sKN1CJ0IoXqscOidx48LlcoBkb2cDIK4QZr6i3VIqyaOFrWRieO1pXeGOHu3bvfeecdPp//5ptv1jo1BgAAcOQBwgBfTxfSTEWTLcLrCY/JLcjxbw4wuQuSl34gpFKp4Z1rCYQj3+ir0+mKSoVRvbuR45xJjvpbEtY8nFmzUv21E8RxkJ/Xd0vfV6rULFObLjXGGCGTacNz4ApF5QghrVZXVCL0ILURgUmGk2WysrLGjx9Po9G4XL1WvDmzRgEAbRN5KX2Arye5i8849XZSSsbdR0nEaVhIu6je3U3e1p7NcrDn4PnVEEIdg3xr3ZzBhsGYONLc8R0bGwbLzhbPX6rVaiUVMi7HRHpuc5C7Rp30u0BpNBrLznSbrDFahAghDzdn4ev8aoKiEgiEtdILhFOnThWJTHfoQ+MaAFAdvRahjydGWkhh0CIsl1YcPHqOeNzRwf6diW/W0Azz9nQTv6wMhD261NIcrAdHB3sikXeeoJjbvj6BEMMwcsbtGkYxDRgEQouMESKE+G7OSa+IiaMwTFg7vUC4dOlSa9UDANBClUsqiBEyGo3m4+VOhBZkFAgv30iQvN6xnUqlzpg82mSfIaF/RNekVxkYhrk6O3bvYvmVAB7uLsTGv+fj/gtp71+Pm4glFRpN5VRVNsvO/Hyh5H+7jQ3DeJS0fvQTrUEgrJ3pJZlKpbKgoIC8Tz0AAJhE7hf18XRj0OlcDofBoKvVGoSQTK6QyRXEN/6L1Eyi8MjBfYP8vGq+eeeOQV99NKOoRBgc5EdeZWgp0b27E/N60rPynr9M79QxsK43KTO1iNAc5BahpfpFEULkqbOQcdQchkm29uzZExwczGKxevSonMr89ddff/rpp01eMQBAy2DQL4oQolCQi2PVfBmivSiVyQtfrwukUikDIw1XVZnk4ebSNbQ9s2HbMlQnwNezS3DV+sVTl25idd+HwuQiQnO4OvPsbCvnXvh58+v6utXhuzoTvc3FpSKitQqqoxcId+zYMXv27PDw8CVLlhAXe/fu/fvvv5uTtxQA0AalG22rixByJqV0KS6t7B1Nz8ojoowX362RYltdjRrSn5gsmldQ/PDpy5rLG6vfACFCyIbBWDBtYueOQX3CO781+o26vm51mEwbx9dJc/A5tJa6c2tVFQgxDFu9evWXX3556NChCRMmENcjIiKkUmlGRoY1qgcAaNY0Gm1ufhFxGuBb2dXpQooHpcLKQJiWmUtcrHW1e5Px4ruSlyeeuRKv1erqdIcSvUWEdegaRQgF+nnNnzbhnYlvWmqmDI5P6h0tgN7R2lQFQqFQKBAIJk2aZFDCxcWFQqEUFxc3bcUAAC1ATn4hkWzaicflcStzyrg4k5cSVsaJVFIgDGo2gRAhNHpIf2JifHGp8O6jZ3V6ell9u0YbD8yXqZOqQGhra0ulUo2XT6SkpGAY5uICK1EAAIYMltITx+QxQnziqFKlxnO+IIQoFBRY2zSZpuTs6NAnvDNxevbKbXymj5n0xgh5zSIQ6rcIIRDWoioQslisPn36/Pjjj2q1mugx12g0K1as8PX17dgRUpgDAAzpLaUn7RpvnFwmIztfp6vscnTicS04SdIi3hwUyWBUzqIXS6Q3ExKrK6lUqsiDgjodJiqvTM9GodS5a7SRwMTROtFbPvHjjz8OHjy4e/fu4eHhCoVi+fLlx48ff/78+ZEjR2ATVwCAAQxDaVlVvZ3kRp6zowOx8YKoXKLVasklfYySiFodj8uJ7tP9ys17+Oml63f79Qwzns7zKj17558nlEpVRLfQd2NGUij4v64ywHPYrMZY41EPfDcX0lb1Io1GS6dDUpRq6YW3yMjImzdv8vn8w4cPV1RUrFmzhkajnTp1KiYmxlr1AwA0W8WlQom0cnU8k2lDzhdKp9OI8UKdDisVlpNnyvh4NrtAiBAaGhVBrIWXyuRX4+8bFNDpsH9OXVYqVQihhMSkh0+TkcEAYfPoF0UIMW0Yjq8ro9PpCkvKrFufZs6wndezZ8/Lly9LJJLMzEyRSJSYmDhq1Cir1AwA0MyRG3kBPp4G/Ubk3tGC4tJMUpZt32YZCNksu8H9exGn124/IKfIQQg9fJpcWFwVUWIv3lCrNaWkblLj/SWsiLwxIQwT1sx0h6etra2fn5+DQzP6TwUANDc1L4dwJgXCR89eEtNPHHlcB/t65rZubIP79uC8zvYiVygv30wgHtLpsHPX/iMXForKr8bf119N3ywGCHF8dxgmNJfeGOH27dvLy8uNC3G5XH9//6ioKA6HY/woAKBtIrcIjZOluZLW1D9OSqmhZPPBZNoMiY44cf46fnr9zqNBfXviW148ePKiyKiD8eKNu4HkrXebVYvQDXboNZdeIFy/fn12dnZ1RZ2cnA4fPjxs2LDGrxUAoLkrl1QQCwRpNJqvUYYwZ9IKCvJqhOazlN6k6D7d424/EJVLEUIqlfri9TsxowbrdNj5uDvGhVUqdXJqFnHarAIhX2/iKATCmuh1jR4+fNjf33/79u35+flarTY3N/fnn38OCAhISEhISEgIDg6eMmWKRNKgfZwBAK1DamYOcezr5W48W5K8pp4syK9ZB0IGnT50QG/iNP7eE6FYcp/UHKTRqG9E9TL5XKdmM1kG6WccLSmDjKM10QuEc+bMWbZs2YIFCzw8PKhUqpeX16JFiz744IPFixf36tXr6NGjUqn02rVr1qorAKD5SMusSjFqspHnYqp5xGHZuZMmcTRP/XqGEZtIqDWas1dvnyeNDkZ06zR2aLSn0W63FArFkWePmg2YOGq+qkAoFotfvHjRs2dPgxK9evW6e/euTqfz8PAIDAwUCAQIANDm6Q0QmgqEbJYdsbUCIdDPq4ZteJsJGo325qBI4vTOg6fFr/NW02jUYQP6UKmUmFGDDZ7lYM9m0E1vbGctMHHUTFWBkMlk0un0+Ph4gxK3bt1is9n4xGilUsnlNqNpUQAAq5ArlPmFlRMRKRQKOacMGXkFBa5ZpRitQe/und1cnExd7+Ti5IAQ6hDoS96/CTWztRM4mDhqJr1co5MmTfr8889//PHHlJQUkUiUnJy8du3a1atXv/vuuwih7Ozs7OzskJAQ69UWANAspGflEfv2ebq7VLfLfMsNhFQqZQSpUYij0ajDB/QhTieMGEik6kZ13JK3aZAnjhKJXoExvYb8b7/9JpPJlixZQuxHSKFQ/ve///34448IIZlMtmPHjrCwMCtUEwDQnOgvnKg2trk46TWSmDaMZphcrTo9woIv3rgrKKxqSPXu3pnc7HN1dhzQpzuRgIbf/MY+ybl+XqRkCApLPIyGNgEyCIRcLjc2NjYpKenx48cCgcDLyys8PLx9+/b4o8HBwcHBwaZuAgBoW9KyqmbKBPlXuy7QoEUY4GuYfaY5o1Aoo97ot+tQLH5Ko9GGk2aT4kYM7puenZeZI+C7Offt2ewaCV58Nw83F7xTVKfDTl68OX/ahFqf1QaZGNoNDQ0NDQ1t+qoAAFoEtVqTnVdAnNbQ20leSoia/cIJY2Eh7dsH+qakZyOEBvXtYTwKaMu0+XTeOxJpBYfNolKb3SwgCgWNGRa18+Bx/PTZy7TUzNxmvo7TKgwDoUwmO3z48KNHjzIyMrhcbq9evWbMmOHs3Oya/AAAa8nKFRCL0lycHBzsq0045arfNdrivoIpFPT+tIlPXqTaMm1COwRWV4bbXDPGIYS6BAcF+XkRLfjYC9c/nfdO85+428T0uiny8vLCw8PnzJmzf//+1NTUixcvfvbZZ6GhoQ8ePLBW/QAAzY1ev2iNjTyeA5dYaE+n0/y8PRq3Zo2AwaD3CAvu1DGw5QaPccMHEMeZOYInL1JqKNw26QXChQsXFhcXx8bGisXily9flpaW3r5928nJ6d133yVmiAEA2rhaVxASqFRKdJ/u+PHAyB7EzregKQX4eoaFtCNOT168SeyQDHBVn0ulUnn27Nk//vhj7NixxMXIyMgDBw706tXrxYsXMHAIANDpsPTsql3pax32Gzc8OrxLR4SQj6d749YMVG/MsKhnL9Px+FdUUvbfg2f9ejW7qT1WVNUilEqlarXaeJlgSEgIhUIpLYWsBAAAlFdQhO9MixCy57BcnR1rfYqPpztEQeviuzr3Ce9MnJ69Gq9Sqa1Yn+amKhDyeDwej3f69GmDEmfPnsUwLDDQ9EAxAKBNSc3UW0HYckfO2poRg/sS47Xlkoprt2HmR5WqrlEajTZv3rw1a9aUlpZOmTLFy8urpKTk3LlzP/zww5gxY7y8mu8WYgCAJpOut4Kwhc0Cbct4XM6AyPBLN+7ipxfi7vh4uYe2D7BurZoJvbHrtWvXCoXCbdu2/fLLL8TFUaNG7du3r8krBgBodsqE11We5QAAIABJREFU4hcpGcRpc95iFxgbGh1x+/6TCpkcIaTWaHb9GTv3nfEh7f2tXS/r05s1ymAwdu7cmZGRcfDgwc2bN+/ZsycpKen06dOOjrUPAwAAWjcMw/b/e075emzJns3y4reYfGkAIWRny5w0ajDRm63WaH7/80RyaqY169Q8VLUIhUKhk5PTv//+O3HixHfeeceKdQIANENXbt1LIw0QjhrSrxnmUgE169k1RKFU/XPqEr4gTq3R7PzzxLx3JgS387N21aypqkXIZrPpdDqHU22SCABAmyUoKjl75TZxGtLev2/PrlasD6i3/hFdp4wbVtUuVGt2/nn8ZVqWVStlZVWB0MbGZty4cUeOHLFibQAAzZBao9nz92m1RoOfctisd2NGwHzRlqtvz7BJo9/Qi4UHT2SR8se2NXqTZaZNm7ZgwYKJEyeOHz/ew8ODQvqkDx48uAWljQcAWNDpS7fIuxFNGTeUy2m+2TWBOaJ7d8cw7N8zV/E+UpVa/fvBE5+//y6P2xY7BfUC4ccff1xQUHD8+PHjx48blJPL5ba2pvfeBAC0Yinp2eQ1Z33CO3cNbW/F+gBLGdAnHGHo6Jmr+KlYIt158PiiuVOI5YZth14gPH36tEqlMlnOxsamSeoDAGhGyqUVB/49R6QadnZ0iBk12LpVAhY0IDJcLJFeupGAn+bkFx44em7WlLFtrd9bLxB26dLFWvUAADQ3KpX6twPHhWIJfkqhUKbFjLBlwm/iVmXM0KjC4rInL1Lx08Tnr85ejR/1Rj/r1qqJwbAfAMAEnQ7b8/dp8ga8Q6J6QSqZ1odCoUx/a5QX35W4ciHuvwdPkq1YpaZHP3/+/DfffFNrudu3b5vZOyqTyc6fPy+Xy4cNG+bq6mpcIC0t7f79+xQKpW/fvt7e8HcFQC00Ok22OLshd2DbsN3ZdUt7ffT0lWcv04jT0A4Bo4f0b0gdQLPFtGHMe3fCjzsOSqQyhBCGoT+Pn3d2cvBvgftH1g+dw+GQE2pfuXJFIpFERER4enqWlpYmJCSo1epRo0ZRzOszlkgkkZGRXl5ebm5uixcvvnnzZseOHckFdu3atWzZsqioKITQnDlz9uzZExMTY9l/EgDNikqrisuM87T37OzWufbS+uQa+fpb6zfd2VSuLG9gNXp49Fg5cOXoDqPNKXzl5r2bCYnEqbeH26y3x8C88VbMicedO3X8lt1/azRahJBardmx/9iiuVP4rs7WrlpToPfv379//8ofehs2bEhOTj59+rSvry9+RSgUTp8+nc1mM8ybR7Rnzx5nZ+fz589TKJRPP/103bp1e/fuJRd48803p02bxmQyEULbtm1btmwZBELQip1LPffJuU9SylIQQqPaj1ozeE13fnczn3vsxbHPLn6WKcq0SE0eCB6MOTymj3efNYPWDAkcUkPJh0+TYy/eIE4dedwF0ycyYWiwtQvw9fzf+OEHjp7FTytk8m17jy6eN9XRwd66FWsCVZNldDrd+vXr//nnHyIKIoQcHR137Njh4+Pz7bff+vj41Hq7M2fOxMTE4M3HmJiYcePGGRQg94Xy+Xy1GvbEAq1TujB98YXFJ1+eJK6cSTlzNuXsxJCJqwetDnWtaZvr5JLkj899fCn9ksVrdSf3ztADQwf6D3y709tUSlULL8AxYKD/QIVMfenG3Rt3E4lpona2zPenT3Swb4try9qgiG6hJaXCc9f+w0+FYsm2vUc/mTuFw7KzbsUaW1UgFIlEIpHIwcHBoIS9vT1CKCsry5xAmJeXR2zY5OXlVVpaKpfL7exMvIkqlWrdunWzZ8+u7lYlJSUZGRnEPhgUCmXy5MlsduUyXplMZmNjQ6fTq3s6qJlcLpfJZNauRUtV88dPppZtvLtx071NCo3C4CEMYf+++Pd48vHJIZO/7vt1kGOQQQGpWvpd/HfbHmxT6/R+I3JtuM6s+ndSZYmzdJiOOI3LjIvLjDMo48706K4cHKQJo2CVAZJGo02LedOBw7L4RwU+fg2Bv3uN9O03MLK7SCz57+Ez/LSguHTb3qNzp45l2rSYxYWHDx+Wy+X48ZMnT8zZVb7qrXRwcHB1dd20adOff/5JHhHcsmULhUIJCjL8izVJp9MRAwk0Gg0hpNVqTRabNWuWq6vr559/Xt2t5HJ5fn7+gweVK3kZDMaIESOIHlqNRqNSqXQ6XXVPBzVTq9XVrRkFtarh43cy9eQ3N77JkeTU8HQdpvsr6a+jyUenhk5dErHE294bIYRh2JGXR5bfXF4oKyQXZlAZc7vOXdpnqb1N/XuokkqTvr397bn0cxjCqitTqBScR3860i711g1vp+tCoVDGD4/y8XBtjM8JfPwaAn/3Gu/bb8Sg3lKZ7GlyOn6ak1+4/+jZdycMw7/SmzkMw54+fSoWi/HT7OxsIijWQG9j3u+++27u3LlPnz6dOHGip6dnSUnJxYsXb9y48dlnn3l4mDV9iM/nFxUV4ceFhYVcLtc4izeGYXPnzs3Pzz9z5kwNP2p8fHx8fX1XrFhh8lGNRsPj8aBFWG9yuZzH41m7Fi2VyY9fUnHSJ+c/uZx+2aBwP59+W0duLaooWnZ12b38e1U30Wn2P9v/94u/5/WYNy543IprK+Jz4g2eOzhg8NYRW2vuRzVHX17fM0Fn7uXfW3Z12YW0CzWUFFKKztMO8Bk+S/t8PbBvzwa+bnXg49cQKpWqsb/9Zv9v3I4Dx5JTKzNxp2bmbdl7rFfXkF5dQ91dnQwKa7XaZhUjN23aRByfOHHCnP109d7KOXPmuLi4fPvtt+vWrVOr1TQarX379tu2bVuwYIGZNRg4cOCFCxfmz5+PELpw4cKgQYPw60KhkMViMZlMDMM+/PDD5OTkCxcumOwybThJhUwqlckVSldnR3sOqzFeAgCycmX5quurtt7datCf6cHx2DB0w7td3sW7WIYFDot9Gbv82vKnRU+JMkqtcmvC1q0JWw3u6evg++OwH98KfcuC9ezl2ev8u+fjc+L33/vzZU5GqVBUmWcSydOpz7SoqvOmQJez6Pb7h7P2rhm8ZmjgUAvWAbQINBptztTxW3f/k5UrwK+UCcUX4u5ciLvj58Xv1rmDSqUuLhOVlIpKykRSmZzHtY/oHtq3Z5izo+HgWotAIUbFybRabWFhoYuLS10zqxUUFHTr1u2tt95yc3PbuHHj2bNn+/btixBq167dihUrpk2btmPHjg8++GDKlCn40COFQtmxY4fJW61cuZJCoVTXIiwpKSF+E8nkipMXb+bkF5ZLpJIKmVZb1WPgyOP6efH9vPl+XnxfLz7MfCMIBAIzW/nAGPHxwzBs/5P9Sy8vLZDqZe5nUBkf9/54+YDlXCbX4Lk6TPfP839WxK14VfrK5M1t6baf9/38q/5fsRgW/hmn0+keJ6XcuJuYmmHYc1tOESbaXHuOJWgxw7GMaL/otYPXRvlGWbAm8PFriKKiIicnpyboD5PK5Jt+P1xYXGZmeQqFEtzOr1+vrl2Cg5rJYhu8RWicPduA3lt5+fLlAQMGMBgMGo3m6elZj1fl8/kPHjw4cOCAQqG4ceNGWFgYfn3dunXdu3dHCEVERFQX+ert6Jmr9xKTTD4kFJULReWJz18hhKhUqq+Xe4dA3w6BvoG+XgwGdKuCBnkgePDR2Y/+y/3P4PrQwKFbRmwJdgk2+SwqhTql85RJoZMOPjm46voqg9URYzqM+fnNn40n0TSQRCq7ff/JrYREUbnU+FFHHndi30H9eq7MlGSsjFv59/O/yTNrbmTdiN4T7efgR6PWv/vLy95rXo95U7tMJU9VBc0ch2X3yZwpJy/cePj0pcqMGf4Yhr1IyXyRksm1Z3fv1LFbp/aBft7GuzerNRqZXCGTKWRyRYVcIZcrNFody47JoNMZDDrLzpZGo+GJv5k2DBqNSqFQ7GyZjfIvfE2vRejn56dSqWbMmDFv3jzyKnurML9F+NPOQxnZ+XW6OZ1O8/XiuzrxnBwdnB0dnHhcJx6Xx+U0q57uRmXZn+SlQjGFQnHiGbZ+WqtXua9+ePjD7sTd5ICBEPLn+W8ctnFiyEQz76PSqv549Me6m+tyynOCXYI3Dts4sv3IBtZNp8PSs3ILissk0gqJVCaWSMulFTn5RSanrXnxXQf379WjSzCNVhWfnhY9XX5teWxybA0za+on1DV01cBVMSExBQUF0CKstyZrERKUSlViUsq9xKRX6dkmOxGrY89hdQ1tH9I+QCKVFRaXFhSXFpYIhSJxXe5Ricm0YTIYTCbDlsl04nFHD+1vzmJ/M1uEeoHwzp07O3bsOHLkiEKhGDZs2Lx588aMGWOtCSnmB8LE56/2/nOa6BG1s2Vy7dkMOr2guBTPkmAmCgXZc9hODlyeg72jgz3fzTnQ18vd1blVJmI3GQgxDMvJL3yRkvkqPVulUnM4LC6H7WDP5nBYPK69p7uLsyOP/G6IyqUPnry4l5iUV1CMEPLiu3br1KF7547Gw+ktiA7TnUg+IZAKJoVOMk5LpsW0v93/7Zur3wgVQvJ1O7rdF/2++LL/l3b0Oo98a3SanPIcXwdfGqVBv8Oy8wruP37x4GlyuaSi1sIdAn3f6N8rpH1AdR/v+/n3l19bfi71XEOqZFJ3fvdPun4S1bGqr5VOpftwfcxMXwWaPhASROXSR89eCgpLOGw7FydHVycHFycei2X36Gly/L0nma8HFJsA3835/z5+r9Zi9QmEuPLy8r/++mv79u2JiYl8Pn/GjBnz588PCAiof5XrxfxAiBASS6RCsYTLZtlz2ESfp1aryysoysoryM4tyMwVFBTVvprEGIdlF+jnFeTv3c7f28eT32r+VMmBUCKVvUzLSkrJSE7JlFTUtLrLzpbp7eHm7eHmyOM+f5mekpGt05n4aefh7tK9c8cOAT4+Xu4ta2+zO7l3Pjz74QPBA4QQm8H+MOLDJf2WONtV/vC8lX3ro3MfJRYkGjxrfPD4n4b/FMBr6r8RhJBcocwVFKVm5j548sKcsRymDSOiW6eoPt083FzMuX98Tvzya8uvZVyzeOvQgKe955f9vpzfcz6T1ridYK2AFQNhzXIFRbfvPbn3OEmhbPS1MTY2jI3LP6m1WP0DIeHOnTvbtm07ePAghUIZMWLEokWLhgypKTOTZdUpEJqjXFrxKi07JSP7VXp2SZm4HlVy5HHDu3TsGRbi7eFWj6c3K9k5OVKF5mVa1svUrPzC4nr0VJiDSqV68V0DfDz9fDzcXZ0cHeyb7c7mhRWFSy8v3Ze4z+Abn8vkLu6zeErnKWtvrD309JDBox2dO24esXl40PDGq1hJmfhpcqpEWoEQotPpDDodIaTVavMKinMFheZ/kt1cHKN7d4/o3qkewy1ChVAoF9ZerhoSleTn/34++OSg8UwcAz5cn2UDls3sNpNBbUm/n5pYsw2EOLVG8yIl8/HzV0+T0+QKpXEBKpXCZtmx7exYLFuWrS2LZcug02RypVqtwYcPNRqtWqNGCCmVaq1Oh2GYwX0oFDTqjf7DB/aptTINDYTZ2dm7du3avXt3fn5+dHR0cXFxUlLSuHHjjh492jT/ARYPhGRCUbmguLRMWF4mKi8TictE5aVCsURaYWY8cHd16tElOLJnGI/b3FNPqTWa5y/THyeliMul+M80uUKJECYUS8jTa/+/vfsOaCJpGwA+CaH3EHrH0Iv0oihFUBCxoIDt7HeWs52venqKoHhiedVDTz1R7yzwygmCir0ACrEgvQvSI6EECL2k7PdH/GIMRXoSmd9fye5m8wTHPNnZmWdGiDlCbDAzfDEYARkpSRlpSUWc7CRNNV0ddRkpLlcypDKof6b8eTDxYHP3EH4eSQpJBjgFbLPbJiQwJkORyY2UjNyijNwPVdW13z76a6IiwkZ62jisjKSEmJSEuJSEuLSUJA7L5XHtheTCoMSgqPwojhurvU2SnRToHLjUdOkI+4q/VzyeCFnodHphSUVmXjG5kSIlIa6kIKeIwyrKYxVxWAxmyP+yXd09PT3U7h5qV3e3uKgIdnDzNIaZCGk02oMHD8LCwh4/fiwpKblixYqNGzcaGhoiCBIbG+vv7x8bGztnzqAK2I/QmCbCPtHp9OaWtqbm1kZKSyOlpayyurTyU5+/aJiEhYWW+3iYG+uNYgzD0N3dc/fJq7KqahxWRk1ZQVVJXkVJXkZKsqi0IjW7MCuvaEjdFKIiwvqTNI30tBVw2Lb2juaWttb2jpbWtvrGZmJ1be+/hqaqko25kaWZAQqFys7/mJH7oai0ckg1L3BYGbyWmq62uonBJDFRkcG/cFTEl8VvfbQ1rz6PY7usiCzHXUAWFEAt1Ft40uOkhqxGnweMUO6HkocvXg8j/2EwAka62jbmRsb6OoK8+i2ZXZt9nHD8dcVrlMCX2ww1bTUdVM4+eSN5oyDnoEWGi+C9Qw78kgh5wXCmT4SEhPz555/V1dWWlpYXL15csmQJq7YnCoXy8fExNDSsqKgYq5C5TUBAACsrjZWVZg1dRxCkupZcUk4sLqvKLyrjGEDc3d3zd+Q99+l2XjMcew8RHh8tbe0Xrt0mkuoAAERSHXOiCABAQAA9+As+NBqlrqxooKtlqKutra48wAQgcmMzkVRbVV3b1NyKw8pYmRqwj4uZYm06xdq0vaMzp+BjcVlVOZFUR/52fxq5kUJupLxNz8VgBIz1dGwtjI31tMdh+G5lc+XOpzuj8qM4tpsomJzxPGOvZn8u5dxxwvH6jnr2veZK5mc8zxiKGcpIjn5hFAQBTxLfPIwnDL6nGo1GK8lj1VQUJ2mqmRvrjv8viaEyUzQL9wnnGKtV1153NPnohdQL7NVZ8+vz/aL8zJXMD7kc8tbz5kaw0ETx1RWhvr6+g4PDxo0b7ezs+jw6JiZGX1/f2Nh4HCIb/yvCgfX0ULMLPqblFBYUl3OMRDfAa632n8P+HdTQ1NzR2QUAwAgIMOujYjBoaUnJ0f1pW0duPH/tdkPTcO53AgBwWBn9SZoGeE09HY0x+gJt7+gsryKVE0nE6roGSjOluXWAK2wWCTFRSzMDR9vJgxzQMVRdtK7/vv5vSHIIx1WIjIhMkHPQzzY/Y9Cf21VrT2vo29BTb041dTVhRbHBLsHrrdcLoATGovlRabSImMe9VwZHo1GTNNX0J2mi0WgqlUqj0wEANBpdUR6rpqygoiTPsxd/A+hz0PKn1k+/v/r9SsaVHjpnH4adqh2sccMCrwgHbzhdo21tbb1Lg3ILryVClo7OrjdpOXHPktnToZys9EwnuzpyU1V1LZFUx8yCHMRERbTVVbTUlbU1VLXURlrmpryKdPFGTFvHt+vJSkmKW5kaGOpqS4iLAgBEhIVQKDSF0ojX4cIox+4eahOlpYHSXF5FKi6rqiCS+pvigkajF852mW4/2NX7BimuKO6Xx7+UNJWwb0Sj0CsnrwxxC+lzGffWntbs2mxTBVNWmZhRb34tbe2Xwu+wjz5n5j8LE/3Jxro8O8Jo2AaYxlpGKTv08lB4djiNQePY5aTpdNj1sKOG49gHyNNgIhy8URg1yl08mwiZyiqr/46812edjsFAo1E4rKyygpwCDqskj1VUkFPCYQefGnMLS/759z57V62xvo6pAf5TTV11Tf2nmvqu7h5REeHJxnrWZoa62uq9e255pMYVlUorr6ouKqtKzynssx91qs1k3zkz2Kd7D1txY/H2x9sfFj/k2G6jYnN29lk71b57Qfo0us2PSKoLC49tam5lbZEQE127dB5eS22AV/G1bza/Dw0fghKDbuXd6j2yxgPvccjlkI2KzVgGyNNgIhy8IdwjXLduXVXVQKvGAADu378/yEXqJwhtDZVdm374++a9kopPw3g5g4HUkRvryF8mfqFQACsjraokr6yIU1WSV1KQExEWFhYSxAgICAkJIghSU99QQawpryJVEEmfaurZf8FMsTb1n+vOureHIKCzq0tEWJhbdy4HT1AQo6ujoauj4TVjankVKSUzLy27kP16mvA+q47cuHbJXPERLA3aQe04Tjh+jHCMY4FArCj2gNOBzbabuTg6sfBjxeX/3enu+fKbRklBbv1yH64P8uQufTn9mwtvBkwPCEoMis6PZp+18vjj48cfH7vpuB13P26hNModBtDEhAEAfPz4saTkS08RkUjEYrFiYl8V/IUr//UmJSG+ZY1/zKOEV28zOHaJCAvhsDIoFIo1Iaa9o2vg22MIAhqamhuamrMLPvbei0KB/i7dPV2nzHadwnEw7w+a6E1LXVlLXXnhbJeM3KJ/7z1jDXYtLqv6718RPy2fP7xbhpG5kbue7SK2ENk3YtCYDdYbDrkckhWRHYXQhyszr+ha1AP2zmEjXe1V/nPGurIivzCSN7rleyu1OjUgIeDxx8fsu56XPrcOs/Yz9jvofFBPjssjtyF+hwEAJCYmsm8SFBQ8efLkqlWruBIQfxEQQPvOmaGjoZr0LkNYWEhVSUFdRUFNWRGHleEYF4MgSG19Y1lVdWlldXlVdW1945A6pfs8Fo1G+891m2JtNrIPwWUfGz8GJQaVUcp8jXw3WG8QwYhYTzZUU1a4GB5LbqQwjyE3Uk5d/N8Pi2abGeIHf+acupytj7b2Xop9uub0s55nzRS5/Hd7m5Zz8+5T9tI8Tg6WPp4uvH8dP86sVawfLXuUXJm8P37/y4qXrO0MhBGZGxmdH/2D2Q/b7LcNsHAxBo3RkB6TuS7Q9wH2Mo8CKzMDK7O+lxpgQaFQSgpySgpyDlamAIDu7p4acmNtXUMtubG2vpFU10BupAzpsltNWWHerOkGeK2RRM5d7dT2I0lHTr4+2U3vBgC8rnp98s3JfdP2rbVcq6Qgt3PDsiuRccWllcyDu7p7Lv/vjts02zlu076ZKihdlMDEwPPvz3MMuFCVVD0x88Ri48Vcn5oWT0i98ziR9fsGhQI+s12dHSy5GhRPc9RwTFyV+Lz0eUBCwFviW9Z2GoP2T+Y//2T+M/DLNaQ19jruXWu5FtasgXqDiZA7hIWFNFWVNFWVWFtoNDqpjlxdS66ura+uqW9oaqZSaT1UGrPsEABAQkxUU01ZU11ZU01JS02ZHzs/2d3Ku7Xz6c6qlq9uThNbiBsfbDxOOB7oHLjcbPnPKxdFP3iRnJLF3Isg4NmrlHJizWq/Of0tucxAGFczr+59sbeuvY59u5CA0C/2v+yfvl9CiMvjoul0xsN4wtOX71hb0Gj0sgWzbC3GY1YSv3PTcXPTcYsrijuQcKB30dcBVDZXsjctWLMGYgcTIa/AYATUVRTVVfoYvg8AoNHowyhKxC3VrdVllDIbFZs+y4/l1uVufbQ1oTyhv5eXUcpW3Vl1NPlokHOQr7eviqL87YcJrMkqxaWVx85dX7PYW0dTtaeH2tHV3dnVRaPRFXHYLHLm5oebUz6lcJzQA+8R6hHK3TtJ3T3U/KLS7IKPeR9K2e8WC2Iwq/znDKnLF/LW856jOye6IDowIbCAXDD4FzKbVkhSSJBzkJ+xH1wcEWKCiZA/8EsWbO1pPfTyUOjbUCqDqimtGeAUsHLyStb8dEoXJSgx6Nz7cxw9liqSKrN1Z0dkR3TSvkyLLCQXLo5efETxyCGXQ1vX+P3z731Ky+cJBs2tbaFXIlEoNCs7dqLaU4Wf5jDecoy215HVOTXr1Dz9eWP4mQdEpzOyC4rfZeQVlVQyr+zZCQsL/bRsvp4OvH01ZCgUytfI18fQJyI74krGFY7BUByqW6vZBwx/aPiw5PaSkOSQQy6H5urN5Xo/OcR1GAAAgUBob/+ygBmCIHl5eU+fPmU/zs3NbYDKWxCEIEhETsTuZ7tJbZ9nhVc0V6y7t+5Y8rFA50B/Y/8b2Tf2Pt9b2/5VCU0hAaHt9tv3T98vKSR50PlgSHJIWFoYe2GR7Nrs+ZHzbVRsfvPaT0yR/VDy+ZYhg4EAQAcAMAAjF/3mncCTbvpXtQXEBMX2OO7ZNWWXCIY7fciNTc2E1Oy3abktbX2vDiguJrpx5UL27nFoqARQAismr1gxecXAh1W3Vh9JOnIp/VKfTSvYNXhM1w+BeB8KQRB9ff2ioqKBj+vs7BQRGdcvFB6fUM/vBj+hvqGz4Wjy0YL6Ah9DnxWTV7Au79hl1GRsebiFUEXo7yTSwtK913aYNWlWqGeovpw++8aK5orgl8HXsq71LiziqOHoJeVfndnFGmPyCV36Cn2nAcW5HOhCw4UnZ53UlNYczAcchoGbX1ll9ZPEt/nFZf0NDJYUFzMzws90ssfKSI1RhDyOK/UcBm5ah10PO2k6jXNIwwMn1A/eECbUh4aGtrS0DHyckNCYrDUD8TI6Qg9LC9sfv7+xsxEA8KD4wdHko4HOgUtMljBvrtAR+sPih5fSLj0ofjDw2jocWVBbRvvUrFPzDeb3PlJTWvPy3Mu/Ov56MPHgzdyb7KdNrkxOBskOqo56TQ7oDuFk9P1iVBZAfZVsFARUwpdcdZ/EtaKUWfnFf0fG9TkAGIeVMTPCmxnqaqurwDkS44/ZtPY47glKDOrdtJyvOrvruAe7Bg+pxhD0fcAAADw8PLgdBsRzkiuTtz7amlHzVa2A4sbi5THLQ5JC9k7bW9xQ3Oe9GRGMyM4pO5ebLT/95vTfGX9TGV8t2SGKEf3V8dfdU3eLYgaqFKOL1Q33Cd87bW9gQmBMQQx7YZE3tclvQLKIiAhHmRghIGLDcJtMc5SkcK2zkVRLvhH9kCMLiooI25gbTbE2U1WS51ZgEAsei++vaT0rffas9Jm3nnewa/BkxclcDBIaZ/DiGuJEaiPtfrY7IjuCYzV2lrz6vOUxy/vc5a3nfdrj9CTZSQCAv+b8tXvq7oMvD0ZkRzCXJvcx9Dk586SWjNYgIzGWN472i04npR9IOPCg+AH7LvYsiAKoqdKueuSpYkASAHD/OcHS1EBIaLyni3V0doVFfFUsTUN1Yv7zAAAd30lEQVRVydF2shU3goEGNkDTiiuKu19039fYN8g5yBBnyK0IofEEx79AX1AZ1P++/q/+Wf3w7HD2LCghJOFj6DPwTGQLJYsHSx/cW3KPmQWZdGR1rs2/VrC5INQjlLCGcNvv9uCzIIulsuX9pfdfr33tqu3ae6+VshVhLeHeqhhpwc/F0ppb254nvx/qu4wQg8H4OzKOVQoHAOA3123XxuUOVqYwC/Ks/poWApBbebdMz5uuvLOytKmUW+FB4wZeEUKfPS15uu3xtkLyV+vhoQBqiemS4+7HVSVVS5tKmevjMC/vmMQFxRebLP7J6idbVdv+zqyL1dW10x1heA5qDi9WvIgviw9ICHhd9RoAgBPD/e76+zrLdcwbli5TrFiz1J8npThYmcpK91tza9TdefzyQ8mXNaun2ZpPszUft3eHRoLZtBLKE/bH72c2LSY6Qr+edf1mzs3VFqs3224WF+SVxbAaWhqa0c3si1djRbEyIqO/UvTEARMhBMop5Tue7Igt5BxYNVlx8hnPM9M1pzOf6sjqXJ1/dY/jnuBXwXcL7xrgDNZZrltqupS1St84cNV2ddV2TapMKqeUz9WfKy38ZYmGmU72rLkKVCrt4QvCMp9xuvmdkpmf8DqN9VRHU3Whl8v4vDU0Wly0XAhrCA+LHwYkBKST0lnbqQxqWFpYWFoYF2P7JjQK7aXrBW9tDhtMhBNaJ63zOOH4seRj7DPZAQCyIrLBrsEbrDf0rkRlgDOI8IkYxxj7ME1j2jSNaRwbhYUEZ8+YEnn3GfPpu4w8JwdLNWWFMY2kpbX9bXru44Q3rC2yMlLrls5j/7UO8ZHZurM98Z6xhbGBiYG5dbncDmewGAgjrijuQfGDRUaLDjofNMB9o/QxxAHeI5y44orijM8ZByUGsWdBFED9YPZD4ebCn21+5rt6jA5WpqylmhAEuff01Ri9EYOB5BWVXoq4E3DiYtyzJFbJGEFBzI9L50mK910HFeILKBTKx9Ana0PWLd9b/LXAEwNh3Mq7ZXze2C/Kr7ixmNvh8BN4RTgRFZILNzzc8JL4kmO7vZr9Wc+z1irWXIlq5NBo9HwPpwvXbzOfFhSXlxNJWmqjPHE7I/dD9P0XLW0dHNtRKLBsgUd/1WIh/oJGoX2NfBcYLLiedf1q5tVPrcNZf3uM0Ol0NBrNqgzXTetmD4+BMKLyo+4U3lljsWb/9P1qUmpcCpOfwEQ4sbRT208QThxNPspc+YhFTlQuwClgi+0Wfi9DbKSnrautXlz2eVGLJwlv1/+wYBTP39rWcSP6Ue+qoYIYzHxPp2+uxgXxFwwas8ZizRqLNdwO5Cu9K8s8L32+98Xe1OpU1hYqg3ox7eI/mf+sMl8V5BykLDHedXz4C39/60GDhyBIeHa43lm9gy8PsmdBDBqz3X57ybaSbXbb+D0LMnm4OLAe5xWVEEl1Axw8VKnZBRxZUEURt8jL9fCvG6bbWYziG0HQ4LnpuKWsS4n2izaW/2oxrx56T1hamO4Z3b0v9jLrQ0F9+h6++KBvyqzJdLrq9EPsD9Wt1ezbnbWc09enn551mn34Jb/T09HQ1lBhPkYQ8CTx7cDHD8m79C8DKMwM8f/ZsGzvllVODpb8vjwkxO9QKNRCw4XZG7N739psp7YfTT6q+Yfmnud7KF2U/s4wkcFE+J1r7Gz8+eHP1mHWSZVJ7NtVxFVu+d5KWJlgqmDKrdjGjofzl4vCrPwiUi15VE5LJNV9qqlnPkaj0f7z3Ef9BiQEjQTz1mbeprzLcy9zFJ1v62k7RjiGP4M/RjjWTu17RZQJCybC7xYDYYSlhen/qX/+/Xn2KfAiGJF90/a98n/la+TLxfDGlJGeNmt5IwQBT1+9G/j4QUrJyGM9NsBrSknwygxrCGKHQWPWWqwt2lJ01vMsx93Bhs6GPc/3TAqdFPoulKNa70QGE+H36Q3xje0l2/X315M7vroYmqM3J3dT7mHXw2KY73yI/0xne9bj9JzCOvJIb5AwGIy07C9ld6zNYBVKiKcJCQhttt38cevHE+4ncGI49l217bXbH2/XPat7Me0iR1n8iQkmQl7UTm3Pr89nv4xjV99Rf+jloX3x+8op5b331rbXrr67euqVqWmkNPbtuljdB0sfxC2JY68F+h0zNcCzVntgMJCnr1JGeML84jLWErsiwkIm+jojPCEEjQMxQbGdU3aWbisNdgnmKMNGbCFuuL/B4E+D61nX+/u2mSBgIhx9CII8KXkSnR/dZ88DA2FcTr/sdNVp9d3VBeQCjr10hH4h9YLmaU3j88b6Z/U5GiiNQTubclb/rH5gYuCRpCP6f+pverCJNYWIyqCefnta/6z+1cyr7CWzxQXFj8w4krMpZ7bu7DH4uDwKhQIznb5cFKZm5Tc0ca4MPCQpGfmsx8Z62oKCcOoRxDckhST3T99fuq1037R9EkIS7LtKm0pX3llpct7kVt6t/paS/u7BRDjKUqtTp/w9xSPcwzfKF38GfyH1Qg+9h7X33ad3dpftfoz78VXFq6uZVznK2xOqCDZhNpsebGrobAAAlDSVrLyz0vS8KbOBvqx4aRVmtfXR1qauJubxPfSeC6kXdM/o7niy4+6HuxZ/Wex4soNjCVx/Y//CzYV7HfcKCwiP19+AV1iY6Ckrfu4RotMZz0ZwUdjZ1Z37oYT11NwIP9LgIGjcyYrIHnY9XLqtdIfDDo4FQQvJhf7R/hYXLeKK4rgVHhehePYnQFBQEAqFCgwM7HMvmUyWkZFhn1LKdeQO8m8vfruScYVjrXZtGe0DTgdmTpq5P34/x7UakyBacLXF6k5qJ8fiR+w0pDWqmqv629snEwWTM55nXLT6rv5MIpGUlb//EY/vM/OvRz9kPhYQEAjYvkZOdjgTRZJTsv6997mKqbyc7Mbl82Rleav58ZcJ0vzGSO8J9cNQ3Vr9e9Lvl9Mvs/9SZ7JTtVsxeQUG/eX8ypLK7jruIhj+myN0586da9euxcZyrijAAf5PHgV0hP5X6l8B8QGsazV2ZZSy1XdXo1FojgTJwixvP/BbVDZXsj+VEpaSE5Uro5T1ebCMiEyQc9DPNj+zN+WJycrM4FHC6/oGCgCATqfHPUta5TdnGOdJyfwyXtTW3Oj/i1tBEL9SkVQ5N/vcrim7Dr08dCP7Bo3xpUzEu0/v3n3iHGitJqW2b9q+NRZrhASExjfS8QC7Rr/tDfHN7IjZ9pftL6dfZm8uTEmVSVYXrTY/3MyRBTmaC0cWnG8wn6MGBAsKoJaYLHmz9s1q89W9MxkKoFZMXlG4ufDDlg8X51xUl1Jn34tGoddYrPmw+cM2u20wCwIA0Gi0h8sU1tP0nMJyImmoJ6kjN5VVfi5EgEKhbM2NRi0+COIqLRmtv+f9nbcpb6np0oELSxFbiBsfbDT40+Bq5tVRHFnTQ++Jyo/6O+PvhPIELhZ0hYlwIDVtNavurJp6Zeqjj4/efXr3Y9yPhucMw7PDmVmturV6Wcwyp3+csmqz2F9lgDN4svxJ+fbyLbZbet+ZM5Y3frHiRax/bPbG7HCfcF3sVyvWmimaJa5K/N/C/9mr2TMb6BKTJawGaqlsmbwm+dr8a8oSyoJowZ+sfireWhzqEaoiqQIAsFezf7329ZW5VxTEx3btIf5iM9lIg21OYczDhKHeDWC/HMRrq2OH1bkKQTxLT04vwicia0PWAoMFKDBQdwezf8v4nHFkbmR/XVyD96TkidkFM78ov7X31rpec1U7pSYZImkVZrU8ZvndD3fH87YdvEfYNyqD+mfKn0GJQS3dLb33Gskbeel6XUi90NbTxr5dUkgywClgu/12QbQgc0tlc2Xwq+CrmVdpDJq0sHSgc+Bm282svQAAGoN2Leta6NvQTlrndvvt663W976Sy6/Pj8qPMsAZLDJa1OfSSFQGta69TlVSdfAfcELdpCkurTzz9y3W03VL50020h3geHYIggSdvNRI+dwMlvt42Fma8OAtav4yoZrfqBuVe4T9SSOlRedHsxcm7aB2xBTEdFA5l1sxVTANdg2eqzcXNfRbBWWUsh1PdtwpvDPAMdYq1odcDnniPYd6cnaDvEc4IRIhHaGnVqdy3GZTl1K3UbXpM6/El8VvebQlvz6/967+oABqmdmyY27HmBdnHCqbKzNrMh01HLGi2MGfc0xNtG+iizdiWcM+FXCyv21ZLSAwqO6Qpy/fxT37XJ1OSEjwyK8bhYWFYCIcoYnW/EbXmCbCPpHaSEeSjoSlhfUeWWOjYhPsGjxr0qz+XtvY2fi66jX7oqdZNVmn3pziWAy8P1PVpx52Peys5TyswLk3WCYyMvLly5eKioqbN2/G4XC9D8jIyLh+/TqCID/88IOVldWoB8Ahvix+66OtefV5vXcZ4AyCnIN8jXxZfY+VzZU7n+6Myo/iONJEwcRW1fZG1o0+qzCYK5mf9TzrqOHYXwwa0hoa0hoj+BDQSM3zmJ5fXMZgMAAAdeSm5PeZTvaWA7+ESqPdvPP0feaX30PmRrrCwt/hSAEIGpiyhPJZz7O7puxi9W+xdr2vfu8R7uGo4fi76+/TNaezv6qD2nE0+eiJ1ycGruWGRqFnTZrV0NlQ1FDUuyY4oYrgcs3FTcct2CXYXs2+zzOM3CjfIzx58mRAQICtrW1ZWZmTkxOt17JtOTk5Tk5OysrK6urqrq6uWVlZfZ5nVFS1VPlF+c24PqPPLAgAKCQXLo5ebHHR4t6He120rsOvDhueM+TIgjIiMqEeoRnrM67MvfJhy4eVk1eyX0RiRbHnvc6n/pQ6QBaEeIGSvNwU6y/lxR/Hv+ns6h7geEpLa+ilSPYsiMEIuDrajGGIEMTbNKQ1LnlfKvi5YLnZco6RNcmVyU5XnWbemMkabhqdH214zjD4VfDAWdBBzSHlx5SHyx6+W/eu6dem2p218SvjFxkt4rhV+bz0ucMVB++b3pk1maP+ucDodo3SaDRNTc3w8HAXFxcEQQwNDY8ePTp//nz2Y9atWychIfHHH38AAHbv3l1fX//PP//0ebYhdY22U9tr22pZexGAROZGhiSFDL7IuoSQBMcNPzQKvcp8VciMEI6xJ4XkwpDkkLfEt7MmzQp0DpQTlRvkW/CUCdg31drWcfD05e7uz3070+zMHaz6XnmjuaXt5p2nrIJqAAAxUZHV/nMM8FrMp7BrdIQmYPMbRePfNdpbXn1eYEJgTEFM78nN3nrenbTO56XPBz6DkoTSUbejK8xW9HmLMaMm40DCgftF9zm2owBqodHCg84HjeQHNXibC12jpaWldXV106dPBwCgUCgXF5fk5GSOREggEI4dO8Z87OrqumXLlpG/79OSp4tuLWrtaR3gGBRAzcLPkhSSZD7toHY8KXnCfoHPkQVtVW3Pep61VbXtfSoDnMG1+ddGHjY0ziQlxNyn2d5/nsx8mvQuM+ndoH5dKinI/bRsgbyczLcPhaCJwVjeONovOp2UfiDhwIPiB+y7etemUZZQZu8zQ6FQFkoWG202DrAMqoWSRdySuLfEt/vj978oe8HajgAkOj86tiD2tMfpLbajkD6YRjMRkkgkWVlZAYHPPYfy8vIfP37sfQzrxqG8vDyJ1O+krpKSkvfv36enpzOfCgsLHzp0iPXaxsZGOp3OfK/AF4EDZ0FzBfOj049aKX51P7K0ufR4yvHY4liOQcA4UVyAQ8Big8VoFJpMHp117HhQY2OjoKDgt4/7vpgZaL16m8F+qfdN+jrqPh7TUQiNvTGwNz9oGCZm8xstjY2NCILwQvPTENS4OvPqe7P3Ie9CkohJvQ8QRAv+aPbjTpudrIsQFmorldz6jS9YvAg+cnYk4RPhyNsjKTVfSiTSEfq+F/uW6Czp/RIEQX755ZfW1s8Zoaamhkr99vIao5kIhYWF2d+yp6dHVFR0gGN6enpERPqt2SMvL29qarpw4ULmUzQara6uLiz8eVoejUaTlpZmdg6oSKuAfvIpTgx32OXw6smre88VtZSxjNSMzKvPO/jq4J3COwhAMGjMBqsNgdMDOWq0f5c6OztlZL7/j9mbl9vUm3eeDuZIFAq4TbP1dHHo3XXD3vygYZiwzW9U9PT08FTzc5dxdzdwTyhPCHwZ+Ib4hrV9hvaMP2b9YSBnMMLze8l4eRl7PS55HPQyiLWojryYfH9NyN/fv73984/d1NRU1tXUAEbzT6mqqtrS0tLS0iIlJQUAIBKJ2travY8hEonMx1VVVaqq/U59k5KSMjExWbx4cZ97q6urhYWFZWVlAQChnqEMwMipzeFYcsFT13OP4x5ZEdkBYp6sPDnGPyanLodQSXDVdtWT0xvcZ+VvDAajpKREXV3924d+dxyszNraO7ILSpgjSPsjLCToMtXazLDv4tqfPn0SFRUd4GccNAA6nT5hm9+oIBKJ4uLivNb83PHu7nj3h8UPz7w700Ht2G6/3cfQZxTPP0d/jpee190Pd/9M+ZOO0E+4n+jvp4C3tzfrsYiISElJSZ+HfQUZVVZWVhcvXkQQpKGhAYfDpaamIghSX19///595gEHDx708vJiMBgIgixYsODAgQP9nSowMDAoKKi/vQsXLoyIiBjd4CeOwsJCPT09bkfBx+bNm/fvv/9yOwp+lZeXZ2hoyO0o+NicOXOio6O5HQV/iI2NnT9//jcPG+WL6+PHj/v5+T19+jQrK2vu3LnMaYLZ2dmLFi3q7OwEAGzevHnatGnOzs4CAgIkEiks7BvFpvuDIMjAv+ihATB/iHA7Cj4Gm99IwOY3QrD5jbpRToSurq55eXnv3r1TU1OztPw8YdnOzo7VS4vFYtPT05OSkhAEmTZtGq9d3UMQBEETzejfblVUVJw7dy77FnFxcUNDQ9ZTYWFhNze3UX9fCIIgCBoGXhl31BuRSMzKyqquru5zb0ZGRlNTU1JSHwN2oW+iUCh1dXXr16/ndiD8Kisrq729PSEhgduB8KXGxsaamhrY/IYtJycnLCzs+fNvzFiHAADl5eUUCmfZtt54NxH6+flpaWkpKPS9opCcnJycnJykJOfcFGgwaDSaiooK+2U6NCRYLBaHw8HmNzw0Gk1NTQ02v2GTlZVVVFQUFxfndiB8wMDAQEJC4puH8e7qExAEQRA0DuDCvBAEQdCEBhMhBEEQNKHBRAhBEARNaDARQhAEQRMa744aHUB3d3daWhqzGCm3Y+EzdDq9oqKC9VRWVpZZrxX6JiKRKCoqKif31fKT5eXlFRUV5ubm0tL9LigDAQC6u7s/ffqkqqrKqpvf2NjIPq5dS0sLjYa/y/v26dOnsrIyJSUlPP6r4rf19fX5+fm6uroqKirciu07MZZl3sZESUmJpqbmtGnT8Hj8/PnzaTQatyPiJzU1NSgUSuf//fHHH9yOiA8EBATIysqiUKitW7eyb9+3b5+ioqKbm5u8vHxCQgKXouN1HR0dFhYWQkJCKBQqPT2dtX3v3r0yMjKsptjc3MzFIHmZt7e3goKCk5OTkpLS7Nmzu7q6mNsjIyPl5ORmzpyJw+HOnz/P3SD5Hf8lwpUrV27atAlBkPb2dj09vZiYGG5HxE9qamoEBQW5HQWfSU1NLSkp2bRpE3si/Pjxo4SEREVFBYIgly5dMjc3516API1Kpb548YJCoYiIiHAkwl27dnExMH6RmJjI/Lnf1taGx+OZqxp0d3crKSk9evQIQZD09HQJCQkKhcLlQPkZn/VFIAgSHR29atUqAICYmJifn190dDS3g+I/FRUVVVVV3I6Cb1hZWeno6HBsvH37trOzs4aGBgBg6dKl+fn5vZehhgAAGAzG1dW1z67jzs7OwsLCtra28Y+Kjzg5OTHX4BUXF9fX12cuEJ2cnIxCoWbNmgUAsLCwmDRp0qNHj7gcKD/js0TY2NjY3t6upaXFfKqlpQW/0IdKQEDAy8vLxsbGwMAgIyOD2+Hwq6qqKlY7FBMTk5eXh01xqKKionx9feXl5Tds2ECn07kdDq/Lz89PTk6eN28eAKCyslJTU5O1ZDT8JhwhPkuEXV1dAAAhISHmU2Fh4Y6ODq5GxGewWGxtbW1ubm51dfXcuXOXLl3K7Yj4VWdnJ6sdAtgUh27nzp0kEiknJ6e4uPjJkyeXL1/mdkQ8ra6uzsfHJzAw0NjYGADQ1dUFm98o4rNEqKCggEajGxoamE/JZLKysjJ3Q+IvgoKCUlJSAAA0Gr1jx47CwsL6+npuB8WXlJSUWO0QANDQ0ACb4pBgsVjmBY2amtrixYthAf0BNDQ0uLu7L168+JdffmFu4Wh+8JtwhPgsEQoKClpaWrL+zyQlJdnZ2XE3JP5VXl4uKCgIx/0Pj52dHXNZTQBAVlYWAMDAwIDbQfGrsrIyHA7H7Sh4VHNzs4eHh5ubW1BQEGujtbV1cXFxXV0dAKCrq+v9+/fwm3AkBNj/uHxBUlJy9+7dqqqqcXFxERERly9fhosADF5kZGRMTExdXd3Lly9/+eWXlStXzp49m9tB8ToCgXDz5s2EhAQSiUQmkwUEBNTV1fF4fFhYWE5ODp1O37Vrl5+fn6enJ7cj5VEXLlyIj49//vy5oKBgdna2ubm5kJDQTz/9VFtbW1JS8tdff926devixYvy8vLcjpQXeXp6EolEZ2dnAoFAIBDa29vxeLyUlFRBQcGNGzdkZGQCAwNxONyuXbu4HSkf478J9UuWLBESEoqNjZWUlExKSoIdAkNiamqalpZ2+/ZtGRmZEydOLFq0iNsR8YGurq6mpiYnJycAQFNTE/NGtYCAQHx8/MmTJ//9999Vq1Zt2LCB22HyrubmZgqF8p///AcA0NTUxLyMtre3JxAIHR0dWlpaOTk52tra3A6TR7m7u7e0tDQ1NTGfsu4FXrlyJTQ0NCIiwsTEZMeOHdwL8HsAl2GCIAiCJjQ+u0cIQRAEQaMLJkIIgiBoQoOJEIIgCJrQYCKEIAiCJjSYCCEIgqAJDSZCCIIgaELjv3mEEPR9aG5uzsrKsrCwGIeKEFlZWc3NzQAAZWVlXV1dAEBtbW1OTs7UqVNFRUX7fMnbt297enoAANra2urq6mMdIQRxEZxHCEFj4v3793v27Olvr6mp6YIFC5ydnd+8eWNvbz/WwUyZMiUjI0NWVnb58uXHjx8HANy6dcvf3//jx4+TJk3q8yXm5uZ1dXUkEikkJGSADwJB3wF4RQhBY0JUVJS1TlNPT094eLiJiYmtrS1zi5KSkrKy8po1axQUFMYnnpkzZ969e3fwx2dmZiIIgkbDuyfQ9w8mQggaEyYmJleuXGE+bmpqCg8Pnzlz5smTJ9mPYR0AQRAXwZ97EMQdmZmZU6dOzcvLYz5ds2bNjh07Hjx4YG5uLikpaWVlRSAQEAQ5ffo0Ho/HYrHe3t4kEon9DFFRUfb29hISEjgczt/fv6KiYqgxUCiUtWvX4nA4FRWVZcuWsQpaQtCEAhMhBHFHc3Pz69evW1tbmU8/fPgQGxu7bdu29evXX7hwobu729vb+7fffouNjT1w4EBwcPDr169Xr17NenloaKi/v7+JicmNGzdOnz6dk5Mzffr0oWay5cuXYzCYc+fObdy48fbt27t37x7NTwhBfAJ2jUIQryCRSPn5+To6OgAAPB7v4OAQExOTm5srKCgIAOjq6tq5cyeZTMbhcGQyee/evVu3bv3jjz+Yr50xY4aent6lS5eGlMw8PT1PnTrFfFxfX3/58uWwsDDmerkQNHHAK0II4hUWFhbMLAgAMDMzAwB4e3szsyBrC7P/89mzZ52dnS4uLqX/r6ury8jIKCMjY0jv6Ovry3psZWXV2dlZW1s7Kp8FgvgIvCKEIF7BvjKtiIhIn1s6OzsBAEQiEQAwf/58jjMICQkN6R3Zx6wyJxQyzw9BEwpMhBDEKwbfJ8lMWikpKXg8nn07BgP/R0PQkMH/NhDEf5hz8AkEgo2NDbdjgSC+B+8RQhD/sba29vT0DAwMjI6OptPpAICOjo7o6Ojnz59zOzQI4j8wEUIQX7p58+bMmTP9/PzExcWVlZXFxcVXr15NoVC4HRcE8R/YNQpBY05aWrq4uFhWVpZ9o52dXXFxMauedVRUFHs9MzQaXVJSgsViWVtsbGxKSkpUVFRY54yKiiovL8/IyKDT6aqqqhYWFswBNYPh5eVVUlLCXk279xYImiBg0W0I+v5NmTIlJydHRUXF39//0KFDg3mJo6NjfX19UVERLLoNfff+D9dbi6v5K5fmAAAAAElFTkSuQmCC", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "8949.286493054402\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 8949.29 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.83 kg\n", + "Max SOC = 270.46500000000003\n", + "Total computing time = 0.09334802627563477 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "15964.200000000003\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 15964.2 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 4344.78 kg\n", + "Max SOC = 90.155\n", + "Total computing time = 0.0048868656158447266 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10072.176052631577\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 10072.18 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 1024.4546250000005\n", + "Total computing time = 0.009858131408691406 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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", 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sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "8017.4619976260865\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 8017.46 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.67 kg\n", + "Max SOC = 554.6905000000002\n", + "Total computing time = 0.1081840991973877 sec\n", + "Nodes Explored = 987\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "7968.249000000002\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 7968.25 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.89 kg\n", + "Max SOC = 424.3827625\n", + "Total computing time = 0.11578106880187988 sec\n", + "Nodes Explored = 3152\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "7938.878000000001\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 7938.88 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 206.58999999999997\n", + "Total computing time = 0.09977889060974121 sec\n", + "Nodes Explored = 147\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "25364.099999999995\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 25364.1 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 4344.78 kg\n", + "Max SOC = 90.155\n", + "Total computing time = 0.005045175552368164 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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", 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"Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "11091.425000000007\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 11091.43 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 600.9724999999997\n", + "Total computing time = 0.058686017990112305 sec\n", + "Nodes Explored = 507\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "10988.498000000007\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 10988.5 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.76 kg\n", + "Max SOC = 375.58500000002175\n", + "Total computing time = 0.0756080150604248 sec\n", + "Nodes Explored = 807\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "10920.015000000007\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 10920.02 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 325.89937500000013\n", + "Total computing time = 0.19435596466064453 sec\n", + "Nodes Explored = 10813\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "14144.300000000003\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 14144.3 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 4344.78 kg\n", + "Max SOC = 90.155\n", + "Total computing time = 0.00489497184753418 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "9319.582651821866\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 9319.58 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 1180.857125000001\n", + "Total computing time = 0.01253199577331543 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n", + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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", 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sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n", + "┌ Warning: Skipped yaxis arg right\n", + "└ @ Plots /Users/jukbin/.julia/packages/Plots/AE0LB/src/axes.jl:75\n" + ] + }, + { + "data": { + "image/png": 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STIRisGDBgtLSUnT3zJkzx44dAwCkpKTY2tpevnw5KSnJ09Pzu+++E1+MECStSipq0akPBrraaEHRMcnLySoqyCHbyMTRKY8Pkjxw1qgEsbe3r6urQ9bMPXjwYOnSpR988AFSvROCoAkqqRweF7Ud93IQoaOp3tc/VGjtZRNH+XxQ00DB43FGetqiihOSHLMxEcaXx3+U9BFtcJruByjLKB8JOLLJadMrzxSceailpcXlcrlcLkyEEDRxPB6vtLIO3bWzfPUCG21NtYoatOIozdHGfPRrXriamF9cAQCwtzJbHR6soqwosoghCSDiREilUvft2/f8+XNTU9OffvpJqJsrAABZPE6hUIyNjQ8ePIiW2SwuLt6/f39NTY2rq+vJkyfRJWsix+FxNsVs6mFOX8uVLkbXOwnvLLVaqiIz/E3zwIEDyspDK/rLy8sFS4ghvvzyyw0bNsjIyExbnBA0A9Q2UtGS+gpysoYTuIDT0Rz+AkodVWiNx+NfvHEbyYIAgKLy6qqTjeGhfj4eTrDzyYwh4nuEmzdvVlVVTU9PDwkJWbp0KdriFVVaWnro0KGHDx+uWbMmIiICmSTC5XKXLl0aFBSUnp6uoaGxadOrL54mjcvnMrnTPc+ew+OwuCzBI2vXrt3/Dzc3N6HzDx8+XFlZObr7LgRB4yupqEG3bSxNJlIybcQKipGJkM8H1xLuPysc0e+FwWRdS3jw4+/RcLnFjIHPyck5d+7cBM/+73//q6en97JHq6urU1NTr127RiaTP/nkk19//fXevXtoax7EH3/8gWy88847Z86cefr0qbW1dVJSEofDOXjwIAaD+eabbzQ1NauqqszNhQcoRIKEI/0Q9sO/7v2LwZmmTkwELOG//v/Vkh/R28/T09PDwwPZfvDggWCJgGPHjl2/fj0lJYVMJk9PhBA0Y5QILJywtXj1DUIwMhG20jrRiqN8Prie8OBxTuGYz6ptaP721KWlob7z5wl/kR2Ny+W+KKvG43B2VqbwOlIC4SsrKyMjIycyFNnQ0PDee++NkwhLSkpMTU3RP9+urq7FxcVCiRBFo9EqKysdHBwAAMXFxa6ursjvh5KSkpmZWUlJyRQlQgDAu3Pe3eG6o5/V/+pTRUGeIE/EjdfhT9BPP/104cKFlJQUWDMCgl5Xd28/paUN2cZiMTYWxhN5loKcrKKCHFKFn83m5BWV6+toqpKVEh9kpGfno6epkJX8PJ3vpWQymEOjO2wO5+btR82ttLXhwYK9yYSw2Zwzl24ityH9vFxWLQma7M8HTRU8AMDJyWkiFUnQ9jcvQ6PRBLsEkMlkwX49gjgczubNm1euXDlnzpzXeiKbzabRaIKXSu+9996+ffuQbRaL1dfXN3o8tr9fOOcRsATBO3YSIjk5+cCBA4sXL0b7uX/11VcwI04an8/v6el5WUE+UeFwOD09PaN/66BXQqrTibDKY35JFfpiulrq/X29/X29E3miKlkJbUcTeS1x9AmK8nLrlgaqkhWN9TRuJ2dV1jWhD2U+e9Hc0rZqkf+YTWa4XN712ylVdRRkNz0r39JYV1tD9XV+rDHweLzOzk7pKpA5Pfh8/rx58zo7O5FdDoejq6v7ymfhNTQ0kMuyV/L09Bw/F6qoqAwMDKC7vb29lpaWo0/j8XhbtmzhcrlotWUVFRXBBni9vb2qqmP/ohAIBDU1NcHePfLy8mhHdRaLJSsrO7rqo4KCAp1OH+9nm16nT58WrBa9atUqJDwjI6PffvtN8EwSaez+TdBEYDAYZWVlwfLiU4HD4ZBIJFhrdBI4HA6BQBDhV73Gh5notrOd1cT/6Y30deqbWl72qKK83L4da5DmhVoA7DM1eVZYdi3hATorp4HSevFm0q4NK7RGZjgejx91PRHNggAAPp//+Fnxns0rJ/5DjYnH4+FwOPgteUyFhYVop9Jbt25dv379lU/Bh4SEvLJDOiI5OXn8E8zMzOrq6uh0uqysLACgrKxsdDt1Ho+3Y8cOKpWamJiI/pU3MzOLiopCtplMZl1d3ThdBTAYjIqKxF3MvRah2UDu7u7IhpmZmZmZmTgigiCpx+Vyy6vr0d2JrCBEudhbZWTnj1lWRk5W5r2tqwRb+AIA3BytDXQ1z1yKae/oQo60d3R//9ufayNCHGzMCXg8AIDPB9Gx956/KBd6wdLKuvLqBsG2iJBoKSgoCG5PpNyxKGeNOjg4WFpa/vLLLwCAW7duUanUJUuWAACysrLQ/nPvvvtuYWFhVFQUg8Ho6upiMBgAgMWLF7e2tsbHxwMATp06ZW5u7uTkJMLAIAia8arrKejdOyVFeX2d1xgJMDfWP/DO+rAALw9nW3NjfTUVZRwOCwAgKym+v3WVnrbG6Kdoqqt+tPttC9PhfEZnMC9cTfz316fO/5WQW1B6I/Fh5vOiMd8uPikNDmpKlBHrCBsaGjgczuiT5OXlJzjIEBkZuW7dum+++UZOTi46Ohq5NKyrq0tKSjp06BCXy33w4AEAwN/fHzn/o48+evfdd2VlZaOjo7dv375161Ztbe3o6Og3/bEgCJplhOaLvu7cTGMDHWOD4TmDfD6/f4AuLyczzvWEnKzMe5tXXku4/yT3BXqQyWLnFZXnFY24EFQlKy1fGHD+r3gk/zVQWvKKyl0drF4vRGjKjEiEvr6+DQ0NY54nJycXHh5+4sSJ8UelHR0di4uLBwcH5eTk0INr1qxBxkhxOFx1dfWYTwwNDW1sbBR6IgRB0AQVC6wgtLN6047NGAwGrUE6DhwOu25ZmJaGWty91JcV7FZSlH9/62oNNbKTrSW6MD/xQYaTrQVy3fmGeDxe7N3UipoGe2uzxUHecHnGJIxIhEePHt2/f7+rq+uyZcs0NTWpVOr169crKyuPHDlSV1d36tSp6urqrKysV37Qk05mMAtCEDQJnV096Fp4HA5rZWY0ne8e6D3H0tTwSU5hYWlVT9+IOerycrLvb1mloUYGACwN8X1RVsXl8gAA7R1dT3ILfT2d3/zdE+5nPHryDABAaWnv7RtYtywMpsLXNSIRxsbGvv322ydPnkSP7Nu3b+PGjcii+4ULFwYEBDx58sTb23va44QgaFbrGxhMy8wj4HH+Xq4kkvDC3ILSKnTbxFBvzJUMU0pfR3N1ePCqpcH1FGphSVVhaWVreydZSWHnhuU6WkMzijXVVea6OWRkFyC7dx899XCxI72kY/AElVfXP8zIQXefPntBwONXLgkaJxcymKz7aVndPX1+Xi5G+lNVzFK6DCdCBoMRFxeXlZUldMbmzZtXrFhx7tw5Pz8/PT29srIymAghCJpObDbnl/PXmltpAICahubdG1cIPZoskAzsJ1Boe4pgMMBYX8dYXyc81HdgkC4rQxK6xbhw/rzs/BIWiw0A6O0fePQ4d8H8uZN+u/5B+qUbd4RWE6Zl5eEJuOULAsZ8Sktbx7nouNb2TgBAYWnVkY92ysnCgsYjEyGXy6XRhHsytLe30+l0Ho+HxWKVlJTGKaAgybKyso4fPy7uKKBpVVxcvHDhQnFHAYlAXFJa8z/t44vLawpKKp1sLdBH07Pyu3uHBiSJBIK7s60YQhxFXk529EElRfn589zupQytd3yYkePj6aww1pmvxOeDP2/eFRqJRSRn5BLw+CXBwqX8n78ovxJzl8kaWmPHYLLyisq93eEUfYFESCaTnZycPvzwQzMzM7S8WXFx8Weffebn54fFYgcHB2traw0MDMQU6uSFhYV1dHR0dXWJOxDJxeVykXIE4g5ElMLCwuDoxQxQVlWXlvlc8EjMnRRbCxMCAQ8AYDJZ99OGx7F8vZyVFF9RA0u8gn09HmcX9A/SAQAMJis5Iyc81G8Sr5P7oqyobHjuoZebQ1FZdf/AUH2ceymZfD7fw9lOXZWMw2F5PF7cvbRHT3KFlm3kFpbBRAiE7hH+8ccfoaGh1tbWtra2Wlpazc3NpaWl2trap06dAgA8e/bMx8dn7tzJX8iLi6Ojo6Ojo7ijkGgsFqu3txeWR4EkzcAg/fLfd4X+fHd09TzIyFk4fy4AIPlxLpJUAAAyJGKIr8f0B/laZEjEEH/PmDspyG5qZt587zmK8q83T5DaSnuQ/gzdNTXSWxcRQp3revKPq2i9m6TUrKTULBwOq6aijMViW0Z1mAIAVNc1dfX0wfaKI8av3dzcSkpKDh8+bGVlRafT7e3tjx07VlRUZG1tDQDw9fVNSkqCEzshCJo2f8XdH3P070Fadld378AgPflxLnow0Md9zAFJSePrMXzZymKxH6bnjH++EDabE3XjNuef8rayMqTNKxdhsVg9bY09W1YKTRTicnlttC7BLEjA48lKQ5mPz+c/Kywd/Rbdvf3ssdaUz1TCjXm1tLQ+//xzoYMsFguPx0+kUA0EQZCoZOUVowvvAAABc12fvShDqmOz2OyYu6mqKkpoNRkFOdnACXREkgQEAj7Uz/PGraGilelZ+YE+c5QUJjSiS2cwz/8VT20dnsyxNiJEVWWoy7eRnvbujSt+vfg3k8ka8+kqZKUd68JrG5tvJA69e25BabDAZTSfz79wNTGvqFxBXu69LSv1dWZFOdMRue2rr74afQaXy920aROLNfbHCkEQNBU6u3puJD5Ed430tJctCBC8nZZXVJ7yZPjeYYif5+hlFRJrnrsjWWmoJCaLzX6Q9ur+PwAAWmf3D79dKasaLqnq6Wrv6mAteI6pkd6Hu9bPn+dmZWYkNOZpbW70yZ6NhnrarvbW6IUNpaWd2jacVrOeFyFlcfoHBhMfZEzqh5M+I64IL1y4gMFgDh06hB7h8XibN29OTEyU0smiEARJIz4fXPz7Dnq1RyQSNq1ahMNhPV3sHmcX1DVRkeNo9yuykoJIFqdPGwIeH+LveT1hKNNn5BQE+borKyqM85SquqZzV+IGBocb6WhrqI3Z3VBHU33FovnINpPJaqV1ttG6ZGVJthYmSDkURQU5KzPD0so65JxnhWXIFFMmi50gkPzKqurpDOb0L8qcfiOuCH/55Zcvv/wyMjIS2eXz+Xv27Ll582Z8fDyB8EarPiEIgiaurKquWqDn37IF/prqqgAADAazckng6OJWC+bPRSaRSpF5bo7oFRubzbmfOt5FYebzol8uXBfMgga6mvt2rHnlenwSiWiopz3HycbO0lTwc5vjaINu5xaUItORHqRn9/YNt9LjcrkvysYuijnDjEiEixYt+vXXX3fu3Hnv3j0AwMcff3zhwoVr164FBgaKKTwIgmaj5y/K0G1bSxMf9+GrPSN9HU9Xe8GT1VXJXq4TaqoqUfB4XFiAF7r7JLewu7dv9GlcLvfvW8l/3rwr2Px5jpPNxuWhrzvXVJCTrQX61aGjq6eusbm7ty85I1fotPwi4TZSM5Lwd6gdO3bU1tauXr162bJlV65cuXbtGtJKCYIgaHpwudxCgZJpQT7uQleA4aG+BcUVdAYT2V0UOE8k1aunn5erfVJadmdXDwCAzeEkpWStDg8WPIHW2XPhakIDZbhpMAYDlgT7BPl4dHQIFz95LSQS0cHaDG2XmFtQymAyWf/0s0WVVdUzmSwpuvk6OWP89hw9enT58uWXL1+OjIxcvnz59McEQdBsVlZVjy6GU1SQMzcWLuKhKC+3fGEAkh3NTQzmONkA6YTD4cL8hy8KH+cWRl5LLK9uQKqm5RWVf/vrRcEsSCQQtq0ND/X3EklZbTeB0dGs/OKcguF1FOgXCzaHU1ReI/zMGQd/9+5dwdkxCBaLJScn9+OPP/7444/IkSdPnhCJM/xLAQRBkuC5wHCcs60lFjvGX/25bg7GBjrdPf2WpoZS3XjI08XuflomrbMHAMDj8Z4Vlj0rLFNXVdbT1iwoqRQ8U01Fefu6cAPd12g4PD47SxM5WRnkO4fgcgs9bQ0rcyN0mDSvqNzN0Xrsl5gp8AoKCqamY9SoRRbRo6T6Vw2CIGnB4XBfCIyLury8e62OprqOptTXQsLhsIuDfKKu3xI8SOvsQVIjyuhcNu4AACAASURBVNnOcv3yMNFO4MThcM52lk9yC4WOL18YIEMioomwtLKOxWIT36xLhoTD+/j4+PgI12aFIAgSi7KqOvTmn5KivJmRvnjjmQZznGyYLNbDjNz2jjHqIRPw+GUL/f08XaborYUSoZ2VqZWZEZ8PVMlKnd29AAAWm11cUeNi/9JvJDMAFgCwffv2H3/8saZm5g8EQxAk4UaMi9qNPS4683i7O32+f/u+7WvcnW0J+OE5jBpqKv/atX6KsiAAwNxYHy23BgDAYrHLFvgDADAY4GxniR7PL64c48kzCBYAoKmp+b///c/MzMzR0fHQoUM5OTlCDa4gCIKmAZvDERwXdZ3RVyFCMBhgYWKwaeWiowd3r1oSZG9lFuzrcXDPxiktcobBYNychu+C+bg7aWuoIduCibC4vJrNnsmlR7EAgGPHjjU3NxcVFa1YseLu3bseHh5aWlqbNm1KSEhgMpnijlBkeDw+paX9ZSX4IAgSu9LKOrSajLKigqmRnnjjEQs5WRk/L5ddG5dHhPlNw7qFwHlz1FXJAAAdLfVFQfPQ48YGOmgROCaLXVJZO9WRiNHwNbidnZ2dnd0XX3xRW1sbHx+fmJi4YsUKIpEYGBi4atWq8PBwMpksxkDfUN/A4K+RN5qobbIypJWLAz1c7MQdEQRBwgTX0TvbW8I5etNASVH+0AfbOrt71FTIggPRGAzGyc4y9elQNdf84grBZsgzzBjrCE1MTD744IP79+83Nzf//PPPOBzu3Xff1dTUPHHixPTHJxL9g/Rfzl9rorYBAOgM5qW/7/z+Z2zfPx0sIQiSBGz2iCVrs2pcVLxwOKyGmsro27GCo6NFZdUcDhfMUOOVY9DQ0Ni2bVtsbGx7e/v169fNzMymLSwRGqQzTl243tw6ogpDYWnVsZORQst0IAgSo5LKWvTOBVlJ0cRQV7zxQGZGemhzKAaTVVZV97IzpX1ayYTK1MrJyUVEREx1KFNhkM745cJ15FpQSN/A4LkrcR7OtquXBs/4AkIQJBaDdIYMiThmK9Pu3r4bicm0zi4LE0MLU0NzY3203BcAwAWOi0oADAbjZGuRnp2P7GY+L7KzMhX6d+no6vnz5t2qukY7S7Nta5dKXelzxIigfX19m5ubR5+koKBgYmISERGxefNmKWrPS2cwf4280djcih6xMjNksth1jVT0SHZ+CbWtY8+WlQrS0NgagqTFIJ3x5827haVVqirKW1cvMTbQEXy0t2/g5B/XkGVzlBZaytPnGMyIP7Aze9WaFHG2t0QTYUFJ5ZmLNzeuWoT+tcwvrrgScw9Z91lUXv302Qs/r6la6TGlRmQ1b2/v7u7ujo4OBweH4OBgW1vb1tbWwcFBV1fXpqambdu27dq1S1yBvi4mk/Vr5I16gTJ9VmaGuzasOPDOuqUhPoLtFRubW0/8/ld3b784woSgGYjaSvvf6ctI4ezOrp6fz18rFrj51z8w+POFa0KLx/l8Po83NLymQlYyNoDjohLB3FhfXVUZ3S2prP321MXahmY2h3Mt/sEf0fFo9QMAQHZesThiFIERV4QEAsHe3j4+Pl5Zeegnp9FooaGhjo6OFy5c+N///nfw4MGPP/7Y0tJyrJeSLClPn6PdOwEAFiYGOzcsRy7bQ/297KzMLl6/hd44bGnv+On36Pe3rkKmEUPQ7MHngzHHIOkM5q0Hj5+/KJORIelpa+hqqetoqetpa6qrKo8/aJlfXHH57ztM1nAfAxabffbP2HURIV5uDoN0xqnIGy1tHeO8gou9JRwWlRBYLHbrmqVnLt5EZxd29fSd+OMvVbLy6Do49ZSWNlon0jlSumDQm5xcLldFRSUhIcHf31/wjNjY2Pfff7+pqYnH46mrq584cWLjxo3iCBUAANra2hwcHFpbW8d8lMVi9fb2qqurAwBi76Y+zMhBjpsZ6+/Z9JZQrTwWi30uOg7t0QwAUFKUf3/LKh0tqa9eOAmCHx30WjgcTnd3tzR+dDX1lKgbt/sHBp1sLQK95wgu3M4rKr9xK1mwRytKhkQ0NzawMDGwMDXQ19EUTIp8Pj/xQcb9tKwxZ05gMGBBwNySilrBcRoLY319Xa3K2kZKSzvyt4hAwB/cs0lLQ/r+mE4nHo9Ho9E0Nadwrb2gnr7+C1cTBVslv0xYgBfS7F5CxMbGRkVFxcTEjH/a8BVhT09PX1+fjIyM0BkkEqm5uZnH42GxWH19fQaDIfpgp4C/l0thaVV7R5etpcm2NUtHV4wlEgm7NiyPvHYrv7gCOdLbN/DTub/e3fyWsb7OqNeDoBmltqH514t/I7M0c/JLcvJLLE0NA33maGuoXU98WPzyzjsMJquovLqovBoAICcro6ejyefxmCw2i81mMFg9fSNuMVibG1fU1CNjnnw+uPPo6chHjVaE+eroaAMABgbp1fWU9o4uWwsTmAUljbKiwr5tqxPuZzzMyBb6lqOhpuJgbZb8eKhCd25B6eIgH6m7oB9OhGQyWVNT84cffoiOjkZnxHA4nBMnTlhaWmKxWD6f39TUpKUlsiYgU0qFrPT5/m10BlNOVji1o3A43NY1S6Nj72U+L0KODNIZP5+/tnXNEnsrqVwrAkETUd9EPf1PFkRV1DRU1DRgMJiJT4UfpDMqaxrGfAiHw61aEuTt7lhYWhV5LXF0gS4LU8Nta5b29fUiu/Jyso425q/5c0DTB4vFRoT5mRnpXfr7Dtot0s3Rel1EKB+A9Ox85J+4o6untoEidSWBhhMhFos9fvz4tm3b8vPzlyxZoqmpSaVS4+LiGhsb//77bwDAw4cPu7u7PT09xRft68FgMONkQQQWi1m/fIGsDOnRk2fIERaL/fufsauXBnu7O019jBA03RooLacibwjOcRAkmAVxOFyIn4e9lWlzK43aSmtubadQ2/sH6a98CyVF+R3rIpCFgI425u9tWXX2cgz61xMAYGqkt2vDctzsKKg9k9hbm32yZ2PMnZTO7l5/LxdPV3vkuGCz+5yCEilOhACALVu2aGhoHD9+/Ny5c729vWQy2dXV9fz58/PnzwcABAcH83g8McU5hTAYsGLRfFkZ0u3kJ8gRHo//V9z9zu7eJcG+UneND0HjaKK2CWVBXw/nFlrn6As7c2P9NREhSAlmI4GbBdQ2WmVNY2VtY1Vt45hJ0cLUcPOqRcqKCugRMyO9/e+sPR31d1dPH/JquzeuIBEJHM5MruM8U6mpKO9YL7ys3N3JFk2Ez1+Ur1wcKDgzX/IJL35cvHjx4sWLAQADAwPy8vLiCEk8FgbOU1JUuJbwAE32SalZXT19KxcHvvKyEoKkQl0j9cylm4JXZgsD5y0KnAcAaGxuTX6cm1dUzuXy5GRlli3w93J1GPNbINIO18/Lhc8H1DZaX/8AFoORkSHh8TgCniAnSxrz/4uOpvpHuzekZeURCXh/L1dYwmKGsbEwUZCTRb4YDdIZxRW10jXQPSIRPnjwIDg4GNkWzII///zzO++8M3oezQzj7e5IVlI4fzWB9c/Mb2QSAQCAgMcTCHgSkUBWVtTSUNNSV9HSUNPWUFVTUX7DCgN8PqinUPOKyl+UVtEZrCXBPt7ujiL4YSBIQE9ff8L9jOy8YsGRz7AALyQLAgAMdLU2r1ocEebf3NpuYqA7kU7oGAzQ1VIHE55lraQoL1HzCSERwuGwrg7WaVl5yG5OfokUJ8Ldu3efOXMGzYWIc+fOffDBBzt37pzewMTDzsr0g+1rzly62dc/oiQ3m8NhcziDdEZXT19tw3DxHRKJaGliYG1hbGNurKGmAgDg8fjUNlp9E7Wukcpgsgz1tDxc7NB6fSg+n1/f1JJXXJ5fVIG0gUZcjb+vIC87g6u8Q9OMxWYnZ+TeT89mCSzsAwAE+3qMTktkJQW08w4EvZY5TjZoIiwur6EzmBP5OiUhRiTCNWvWvPXWW2lpaU5OQ/NELl++vGvXri+//JJEkpof6Q0Z6ml/uOvtX6P+bqN1vvJkJpP1oqz6RVk1AEBVRVlFWbGpuVVwKXFeUXnigwx7K7O5bg42FiYsNrusqq64vKa4okYo1yL4fP7F67f3v7PWQFc6ZudCEqWytrG8up7JZLE5HAaTxeXy6hqbR1dNCvb1iAjzE0uE0ExlbKCroUZu7+gGALA5nLyi8nlzpGZwa0QiPHr0KIVCWbRo0ZMnT4yMjG7evLl169b9+/cfOnRIXPGJhZqK8r92rrsa/6CqtpHJZgt9lX6Zzq6ezq6e0ce5XF5BSWVBSaWivNwgg8HlvmLCEYvNPns55qN3NwhON5AiXC4v4X56XWOzq6O1n6dUFh6UUtl5xZdv3hl/7YOOlvqKhfOtzY2mKyhotsBgwBwn2zv/TDnMKSiV1kSIwWDOnj27cOHCJUuWHDx4cNu2be+99973338vruDESF5Odtvapegui83mcLgDg4yOru7W9s6W9o5WWldLK+21mhq+7GQigWBraaKmqvwwfagUTndv/9nLsft3rJXGUu5/305Oz8oHAFTXU9RVyLaWJuKOaFaoqmu6Eps0ThZUlJdbHOw9181xdNs5CBIJdyfbu4+eIL+E1XVNnd29qmQlcQc1IcJ/Z4lEYkxMjJ+f38aNG7du3frjjz+KJSxJQyQQiASCnKyMhhrZ2twYOcjng+bW9rKqurKq+ur6JnTJsKK8nJGBjrG+DgGPz3xeRG2jjfmasjIkGwtjJ1tLeyvTocI3fICWhWugtFz6+87WNUula/3Gs8IyJAsibj18bGNhIl0/gjRq7+g6dyWOyx27byoej/Of6xrm7yVF92wgaaShRjbS10Ha+/D5/NyC0lB/6Vh3js/Pz//rr7+Ejtrb29fW1qqrq//73/9Gjhw9ehSPl76rkymFwQA9bQ09bY0gH3c2m1PT0MxksfS0NdRUhou1B/rMqWukPsktfP6iDLl3qK2hZmdlamdpYmqkj8ONmHEaEebXSussKqtGdvOKyrU0VBcHeU/nD/UmWts7o2PvCR5poLQUlVc7WMMyPVNoYJB++uLNgX+W9GEwIMTPU5WsTCTg8XicnKyMga4WXAIETQ93Z1u0z11RebXUJMKqqqqzZ8+OfgCHw507dw7dPXLkCEyE4yAQ8FZmhmM+ZGygY2yg89ai+Q3NrWpkJVWBNCkEg8FsWbX4x9+jKS3tyJF7KU9NDHSlYnSRxWL/ER3PHHU/9fbDx/ZWZvCicIpwudxz0fGCfQCWBPuE+nuJMSRoNnOytbie8BDZbqC0sFjs0XWeJRB+5cqVK1euFOErZmRkxMXFqaiobN26VUdHuHo1l8stKSkpKCgAAGzYsAE9fvPmTRptaAhRS0srIkK4coG0I5GIFiYGEzlt54bl3525jMwp5fPBlZh7n+3bIvnf6K/G3x9zELiJ2lZYWgkXhEwFPh9ciU2qqm1Ej3i62MEsCImRsqKCprpKG60LAMDl8moamqViZpaI280nJiZGRETo6uo2NjZ6enr29AjPooyJiVm0aNHPP//88ccfCx4/evToo0ePampqampqKBSKaKOSLqpkpR3rItB1+j19/dcTH4o3pFd6nFOYnV+C7nq42Lk6WKO7d5KfTLyOMzRxKU+fCbZCNTcxWLcsVIzxQBAAwNx4+Bt/Ze3YNdkljYhHO48dO/b1118jjeyDgoIuXry4d+9ewRNWrFixcuXKlJSUdevWCT13x44dQUFBoo1HSpka6YX4edxLyUR2cwtKnWwtnO0ksR9yY3Pri9KqB//MdwUA6Giqr1ka3NnTm19cjvTfobS05xdXuNhbiS/MGWhgkI5OVQcAaKqrvLM+QroKPEIzkoWJwZPcQmS7UmC4QpJhr1y54uHhMZFT5eXlCwsLxzmBxWI9ffo0JCQE2Q0JCUlNTRV+v5cXJEtISPjhhx+SkpImEsyMt3D+XMFGqVfj7vf2j9ElVVyqahtv3Eo+/N3Zb3+9dOfRU/Y/1ZNJJOL2deFEIkFbQ23kReFTeFEoWkmpWWjtbDlZmd0bV0j++Dk0G5gL3ANCbhOKMZgJwgMA2Gx2S0vLK0995R+ylpYWPp+PNk3W0tKiUqkTjMPR0RGLxTY3N584ccLT0/PatWtjnsZms/v6+rZu3YoeCQwMXLp0aMEfi8Xq7++fMZN6loX5nrkcy+FwAQD9g/RL12+9vXyqBr5e66O7eSc1r7hyzIciQnxIBGx3dzcAwNvN7vmLMuSikNpGy8jKc7A2FWHMEoLD4fT29k7zb11P30BaZh666+fhRMBhkI9diiAfHZEIC3C/Nh6PJ8kfnZqKckdXDwCAy+UVllSYG09fVyY+n3/o0KHBwaFF2w0NDRP5f4EHAOTn54+e1TIJBAIBAIC2VmGz2RP/d4qMjEQ2PvnkEwsLi/T0dF9f3zHCxeMJBIK7uzt6xMrKSk5ODn2Uw+Ggu9LOxFAuzN/r1sPHyG5ZdUNRRZ2Hs+2bvzKfz6+up8iQiOhF58Q/uoKSyjGzIB6PWxzkjfYnAwAYysm5OljnFpQiuymZee7OdjNvNTeHw2GxWNP8W5fw8Cnnn1WDZCWFAG83ghR+/+NwOAwGY8b8h51OPB5vcHBQYj86CxODjn/KbDW1tDu+wVy5Jmpb/P0MLAazbIEf0hTslTw9Pfv7h8oKkkik0tLSVz4FP3fuXDQJvZKBwXjzHjU1NfF4PIVCIZPJAAAKhTKJ/KqpqWlhYVFbWztmIsRgMDIyMnv27HnZ04lEosR+S5qEUH+vkspatMx3fFK6pamhprrqm7xmV3dv5PVbNfUUAMDSEF90oc9EPrpBOiP2bprgESKBYG1u5Ghjbm9tJi8nK3T+okDv5y/Kkc5WbbSuovKaOU42bxK8BMJisdP8W9fS1pFbMDw1aXGQt7yk/kEc3/R/dDMGj8eT5I/Oyswo83kRsl3bSJ10nCwW+/xfiT19/QCAC1cT/7NvGx7/6rvgmzZtQrdjY2NbW1tf+RS8iYmJiYlolqnhcLjFixffuHHDzs6OzWbHxsYi6/EZDMbTp099fHyQS8bRWCwWDodD7vNXVVWVlJTY2dmJJCRph8ViNr618JtTF5FxdjqD+cPZ6HfeXmY22QbQRWXVl/6+g3aku5eS6eVmP7o5xsvE3k1Fb1Xi8biNby2ytzYlvuSfFQCgoUb2cLZF/0vkFpbOvEQ4/RIfZCADzgAAbQ01Dxf78c+HoGkmeJuwvmnyqwlTnj5DsiAAgNbZk5aVF+g9RzQhjiTi5ROHDx/++eefN2zYEBAQoKSktGLFCgAAlUoNDAzs7OwEANTW1s6ZM2fXrl0dHR1z5sxB5o6Wl5ebmJisWrVq9erVc+bM2bNnj5ubm2gDk14aaiqCjQIGBum/XLiGjjdOHJfLvXn70dk/YwT7srLY7PupWRN8hcqahsznL9DdUH8vVwercbIgQvAXt6q28ZU1x6Hx1TVSC0uHh6aXhPjMvNFmSNqRlRSQtnQAAC6XW9vYPP75YxoYpAtORwcA3EvJFPzzJUIivq/g4uJSUlKSnJysqqo6f/585BJQV1c3MzNTTU0NAKCjo/Pbb7+h58vKygIA7O3tb9++XVpaisViv/76a3NzaeroOA18PVyamtuePhtKQhwO9+KNW7TO7rCAuaMrttAZzJKK2hdlVW20LiKRIC8royAvqyAvV15VX08ZY0rU45zCYD8P2Vd1DGezOdFx99H5Ujqa6qF+E5psrK2prqyogHytY7LYdU3USV/OQgCA+KQ09F/BWF/H0QZWKoAkkYWJPlrwqLK20crstZfV30/LRudFIwbpjHupmcsXBIgkQkGiv8Guqam5du1awSMkEsnTc+hGlIyMzOirPQwGY29vb28PR3jGhsGA9cvD1FSUbz3MQP4I8vng1sPHza00cxN9WRJJVoZEIhFb2zsLSioraxtfVnwZhcNhSUQi8t2KzeEkpWZFhI5xR1bQnUdP0V9rDAazblnoBJesYTDA0sww55/l9hXV9TARTlpJZa3gwqzwMD9Yuw6STBYmhk9yh767T2I1YXdvn+C8aFRaZp6/p8s4hSonR/pmms1aYQFe6qrkyzfvIAsqAAB5ReV5ReWv+zqqKspb1yyhUNv/ihtasvkktzBgrss4f1GbqG1oWwwAgK+ns4mh7sTf0crMCE2E5dX1CwPnvW7MECLxfga6bWNhPJGifRAkFsK3CdnsV95GEXT74RN0dTJZSRGDAV09fQAADoeb8CBj86rFoo1WxPcIoSnl5mj9/tbVoydnTpyTrcWn720y1tfxcrVDv1VxONyH6bkvewqLxb4Scw+Z+QkAUFFWDA95xeWjEMFy5HVN1NGFuaGJaGxubWwemv+GwWDCQ2GLeUhykZUUNNTIyDaXy0Wnvk9Ea3tnlkDtwEVB8xYH+6C7zwpLG8a6y/Mmhq4I8/LyFBUVR9+ca25uplKpdnZ2MjKwaIVEMDPS+3DX26cv/i3YcECIprqqk625rYUJwGAGBun9A4P9A3Qmi2Wgq4XWOcPhcAsCvK7EDHVNyswrnuNoqa6uLvRSff2DZy7dRP/+AgBWhweTXnVDUQhZSVFTXbWN1gkA4HJ5VXWNdpYzcGX9VHtWWIZu21maChYegiAJZGFi0N4xtJj9tW4TJtxPR795a2moerrYYTCYlCfPmqhtAAA+H8TeTd23fY0IQ8UDAOLi4pYvX/7w4cPRiZDD4YSEhBw4cODzzz8X4btCb0JDjfzJno25BaWd3b0MBpPOZDIYLDqTicfhrMwMHW0stDQmtNDQw9kuKTWL1tkNAOByuenZheamxoIntLZ3nr74N7owFgDg6mBtbzWZ5oJWZoZIIgQAVFQ3wET4uvh8/vMXw4kQrkKBJJ+5sQF6m7BqwrcJ65tGzosO9kEKc0aE+Z+KvI4crKxtLCqvntzfojHhAQCnT58ODw+fP3/+6IcNDQ0PHDjw66+//uc//xmnTCg0zWRIRB8Ppzd8ERwOuyDA6/LNu8huQWlVR1cP2lW4up5y9vKItRaGetprwoMn915WZkZo5/ry6vo3iHqWqqmnIPdIAABEIgH2OoYkn4Xp8G3CugnfJoxLSkfnRRvp6zjZDjUbsDY3srEwLq2sQ3bjk9LtLE0xIpothuXz+RkZGeP0/4uIiGhpaamoqBDJ+0ESxd3ZVmC5D++n36NP/HE16vqta/EPTl24LpgF7axMP9i+ZtJlnS1MDNDlbs2t7X0Dg28Y+WwjOC7qaGMuFc1OoVmOrKT4urcJM5+9qKwZ7twUHuormOkiwvzRzEdtpVHbOkQVKn5wcHBgYEBX96WTAJEyaW1tbdbW1i87B5JSWCx24fy5F2/cRna7e/u7e/tHn+bt7rh6afCbDAnIycoY6GghCxn5fFBR3eDmCH+dJorL5eUVD38TdXOAHx0kHcyNh28Txt1Lk5UhdfX0dfX0YgAm0GfO4iAfwTzX2t55/VYyumttbmxpaij4anraGl6u9siKahKJqKKsKKo48bKysng8vr29/WVntLW1AQCUlJRE9ZaQRHFztElKzWppH/u7FQYDFgf5hAWIoOm5pZkRuqK/oqYeJsKJK6+u7//nGlpOVsbGwlis4UDQRFmYGKCVQATn3AGkTMwgY9XSYCQXsjmcC1cT0J5NJCJh1ZIx2tOuWhKkqCDX3dPn6+UiK0MSVZxYLBbr7Ox88+bNl50RExMjLy9vYwNvzs9MWCzm7RULxvxuhcPhNry1SCRZEAAgOGesvFo6+lZLiGcC02Sc7Sxh911IWgjeJhwtPTv/WsJQvarYu6mUluHrsVVLgzXVVUY/hUDALw3x3bhykbG+CDomofAAgHfeeWf37t2//PLL+++/L/RwcnLysWPHNm3aRCKJLPdCksbYQOfQB1tbWtsIRJmevv7evoGevn4mi+1ka2GgqyWqdzE11CXg8cgi2Y6uHlpnt7oqWVQvPoOx2ZzCkuFJdPBKGpIiZCVFc2P9qrqml52QkV3A5wNbS5P0rOE6MnOcbDxdprXvAh4AsH379oSEhL1790ZHRy9fvtzU1BSPxzc1NSUlJSUkJFhaWn799dfTGRMkFnKyMurq6jpawksJRYVAwJsa6aLXguXVDTARTkRxRQ2DyUK2lRUVYDUZSLq88/ayjOwCFptNVlJUUVZUVVHicLhnLt5E+9g8zil4+uwFOlNUQ428JjxkmoPEAwBwONzNmze/+uqrEydOPHnyBH2MQCBs3rz5+++/V1EZ4xIVgl6XpakRmggrauq93R3FG49UEJwv6upgJar54hA0PeRkZdCmp6h929ecPH+1t28oF6LL53E43JbVS2Res2THmxuqLEMgEL788stPP/00Ozu7oaGBy+Vqa2t7eXnBFAiJkJWZYcL9oe3y6gY+nw//rI+PwWQVV9Sgu25wHT00I2hpqH6wfe3JP66i7QYR4SG+hnra0x/PiKLbcnJyAQEB0x8ENEsY6GrLycogyxMHBumUlnZYJ2x8BSWVbPZQ6WF1VbKhrhj+RkDQVNBUV9m3ffXJP66hudDWwmT+1PTdfaXhRMhms2NiYh4+fIhcEerq6s6dO3fdunVw4QQkKlgsxsLEoOCfqR/l1fUwEY7vWeFwB2Y3R2t4/QzNJJrqqvu2r/k16kZHV4+2ptqGlQvF9Rs+lAjz8/NXr15dWVkJAMBisXg8nsViRUVFffbZZ+fPnx+n7gwEvRZLM0PBRBjk4y7eeCRZ/8Cg4DoTOF8Umnk01VU+37+to6tHXZUsxiqeWABAfX19SEhId3f3yZMnKysr6XQ6nU5vaGiIjo7W1NRcuXLlo0ePxBUfNMNYmQquJqxHK3FDoxWV16CTCHS11HU0p2pCLwSJEQ6H01RXFW8taywA4IsvvsBisdnZ2Xv37jU3NycSiVgs1sDAYO3atTk5Oc7OzgcOHBBjiNBMoqWhig6H8nj8pLRs8cYjydD6wgAA53/6Z0EQJHJYAEB8fPzHH39sbGw8+mEFBYVvvvmmoKCgqBPUdwAAIABJREFUvh52DIBEI8RveC51bkFJp0CbJwjF4/EF23TYwrJqEDRlsHQ6vbOz08nppT19nJ2dAQCNjRPtJgVB43Oxt0RH+bhc3oOMHPHGI5kaKC0Dg3RkW05WxgDOF4WgKYMlEok4HK67u/tlZ3R1dQEA5OXlpzEqaCbDYDBBvsNzZJ4+eyG0lggCAJRU1qLbNhbGaBMrCIJEDovD4VxdXS9evPiyMy5evAiLbkOiNcfRBu0AzOFwkx/nijceCVQ6IhGaiDESCJrxsACAffv2JSYm7t+/n8FgCD7G5/PPnDlz7NixXbt2ychMsiMrBI2Gw2GDfT3Q3Yzsgn7YqlfAIJ3R8E/LKgwGWJsbjX8+BEFvAg8A2LBhw+PHj0+cOHHlypXAwEATExMSiVRbW/v48ePq6mo/P7+jR4+KO05opvFytb+X8hTpA8xisVOePl8S7CPuoCRFWVUdjzdUhFhXS0NZUUG88UDQzDa0oP706dO+vr7ffvvt1atX0ccMDQ2PHz9+4MABAoEgpvCgGQuPxwX6uN+8PbRENfXp8yAfdxF22pRqggsnbC3huCgETa3hEmvr169fv349jUarr6/ncDg6OjqGhoZijAya8bznOCalZiGDogwmKy0zT1RNgKUanw/KqurQXRtzY7GFAkGzA15oX11dXV0dFrCApgORSJg/zy3hfjqy+yA928LEwNRIT7xRiR21jYaMGAMASEQC/EAgaKphAQBUKvXZs2dcLhc9WllZuXz5cgMDAysrqyNHjgg+BEEi5OvpjA6HMpisU1E3BC+GZifB+aIWpoY4HE6MwUDQbIAFAHz00UebNm1C/7/19PQEBQXFxcVpaGgwGIwvvvji888/F2uQ0IwlK0NaHOyN7rJY7N8ux+QXV4gxJLETTIS2cOEEBE09LAAgIyNj7dq16KHz5883NjaeOXPm+fPnNTU1a9eu/eWXX1gslviChGYyfy/X8FA/dJfD4V64mvD02QsxhiRGLBa7up6C7trAymoQNPWwPB6PQqHY2dmhh27duqWpqbljxw4AAA6H++STT/r6+mCJNWjqhPh5rF4ajHar5/H40bH3UjOfizcqsaisbeRwhu5EaKiR1VXJ4o0HgmYDLJvN5vF4srKyyD6Xy83Ozvb19UWbYiBzR1taWsQWIzQL+Ho6b3xrIfpbx+eDm7cfNVHbxBvV9CuBBWUgaNphSSSStrZ2bu5QjavMzMy+vj4/v+GhqubmZgAAmQy/mUJTy93Zdvu6cAJ+aCYzj8fPfFYk3pCmn+AKQjguCkHTAwsACA0N/e67786fP5+amvrhhx8SCATBlvR5eXl4PN7ICBZ5gqaco435+uVh6G5haSWfL8Zwphuts6e9owvZxuNxliZwIS8ETQc8AOCbb77Jysravn07AACDwRw7dkww7Z09e3bu3LkKCrDIEzQdnGwtSEQCk8UGAHT19DU2txjqzZYORILzRc2M9IhEWNEJgqYDHgCgra2dl5d39+7d7u5uNzc3BwcH9GEmk7lp0ybBIxA0pQgEvI2FCbqCorC0avYkwur6JnTbxhzeIISgaTJ0P0ZGRmbZsmWjHyaRSDt37pzekKDZzsnWAk2EBSWVs6cYd30TFd2GBWUgaNpgxR0ABAmzszJFyzu0tHW00TrFG8/0GBikd3T1INs4HFZfR1O88UDQ7AETISRxZGVIFiYG6G5BSZUYg5k2dU1UdGaQrpYGgSBcBxiCoCkCEyEkiZxsLdDtwpJKMUYybeqbhpfqGhvoiDESCJptRJ8IOzo60tLSKBTKOOdQqdS2NuG10hQKJS0traOjQ+QhQVLHydYCLTRTT6F29/aJN55pIHiD0GjWzA+CIEkg4kQYFxdnZWV19OhRZ2fnEydOjD7hxIkT2traenp6+/btEzru7Ox89OhRKyuruLg40UYFSR1FBTn0qojPBy9Kq8Ubz1Tj80GDwBWhkT68IoSg6SPKRMjlcj/44IPff/89KSkpNTX1s88+o9FoQufMnz8/JSXl0KFDggc7Ojo+++yz5OTkpKSkP/74Y9++fbDxE+RkMzw6WjDTR0c7urr7B+nINolE1NJQFW88EDSrjEiEdDr92LFj7u7u2traqiMxmcxXvlZ2dnZfX194eDgAwNbW1tHRMSEhQegcR0dHa2trtKQkIiEhwd7eHlmtuHTp0oGBgaysrDf9ySAp5yhwm7CqrnGQzhBjMFNN8AahkZ42OiwMQdA0GDEzbevWrdeuXQsNDfX19SUSiYIPTaQ7aGNjo4GBAXqmsbHxBHtWNDY2GhsbI9tYLNbQ0HCcJ7LZ7Hv37qG7ZmZm6HM5/5jIm0KCJPCjU1FW0NZQa2nvAABwubyCkkp3JxtxBzUGkXx0tQ3D99QNdLUk6h9i6kjgb5204PF48KN7madPnw4ODiLbeXl5AwMDr3zKcCLkcrnx8fH/93//9+9//3tyb0+n0wXTJ4lEQqMR1RPZbPbAwMDXX3+NHnnrrbfWrFmDbLNYrL6+PvhtehIk86MzN9ZFEiEA4Hlhqam+JC6t43A4PT09b/jR1QgkQhUluVkyZYzD4XR3d0/kSzYkhMfjdXV1wY9uND6f/+233/b29iK7NBptIp/ScCLs7++n0+nz58+fdATa2tqC/4FpNJqLi8sEn5ifn4/udnR06OiMPVmAQCCQyeTU1NQxH2WxWLKysurq6q8TNQSApH5089ydM3KGOvTWNFBVVFWJBIkrv8nhcEgk0pt8dDwer7W9C911srchK82K0r4cDodAIGhqSuL3GwnH4/FwOBz86MYkeEsuNjY2KirqlU8ZvlenrKzs6OhYUFAw6bd3dnamUChNTU0AAA6Hk5mZ6eHhMZEnenh4ZGZmstlsAEBzc3NDQ8MEMyg0s+nraKmSlZBtFptdVlUv3nimSHMrjcVmI9tKivKzJAtCkOQYMWnl/PnzP/74Y1xc3ESmxoympaW1fv36jRs3JiQkbNmyxcrKau7cuQCAK1euoBkxLy/v+PHjjx8/Li0tPX78+MOHDwEAXl5etra2mzdvTkhI2Lhx4/r167W0tN74R4OkHgYDHG3M0d3bDx+zZ+JNkRFL6eHCCQiadiMS4datW+vr65ctWyYvLz+JWaMAgNOnTy9cuPDSpUuGhoaJiYnIQSsrq7Vr1yLbTCazq6vLzc1t4cKFXV1d6L3AhIQEY2PjS5cuhYWFnT59WnQ/ICTdXB2s0W1KS3vM7RTxxTJVRiyl14dL6SFouo2YNbp+/fru7u4xz5vgXVkSifTJJ58IHXRzc3Nzc0O2vby8vLy8Rj9RRUVFcAoMBCFMDHXnONnkFpQiu+nZ+RamBi72VuKNSrRGJkJ4RQhB021EIvz000/FFQcEvczaiNDG5tbW9qEeFNGxSQa62uqqyuKNSlSYLDY6MxaDAbOn+SIESY6xK8swmcz6+pk5MQGSOiQiYdvacLQbA53BvHA1YcbUHmqgtPB4Q10ntNTVZGVI4o0HgmYh4UR44cIFa2trOTk5dDDzs88++9e//jXtgUHQMF0t9YgwP3S3gdISfz9djPGIELxBCEFiNyIRnjlzZvv27a6urh9//DF60NPT8/fff5/cPFIIEhV/L1fB3kyPHucWlc2EStyCU0YNYSKEIHEYToR8Pv/LL788ePDglStXli9fjh738PDo7++vra0VR3gQNGz98jBVlaFbg3w+iLp+q7lVuKq71GmgwKYTECRmw4mwq6uLSqWuXLlS6Ax1dXUMBtPe3j69gUGQMDlZmW1rl6ITmBlM1umoG929/eKN6k309g90dg/VgsLjcXpaGuKNB4Jmp+FEKCMjg8ViRy+fqKys5PP5klZ8C5qdjPS0ly/0R3e7e/vPXYljs6V1lb1gD0J9bU08HpaOhCAxGE6EcnJyXl5e3333HZvNRisIczicw4cPGxoaWlnNqJVbkPTy93L18xquwFffRL144zafzxdjSJNWJzBTBt4ghCBxGbGO8LvvvgsMDHRxcXF1dWUwGP/9739jYmKKi4uvX78u1EEQgsTorUWBtM7ukoqh+9b5xRUJ99PDQ/3Gf5ak6ezqyckvQXfhDUIIEpcR6W3u3Lnp6ena2trR0dEDAwNfffUVDodLSEh46623xBUfBI2GxWK2rVmqpz18R+1+WvapyBtX4+8npWZm55fU1FMkvCppG63rp3N/oTcIMRiMqaGeeEOCoFkLL7Q/Z86cBw8eMBiM1tZWMpmsrDxD6ndAMwyJRNy1Yfl3v/3Z2zfUdbOsqk7wBFkZkqOtxRxHa0tTIyxWsvosUltpv1y43ts/3C90rpvDjKmVA0FSRzgRImRkZIyMjKY5FAh6LSpkpZ0blp88dxXtYSSIzmBmPS/Kel6kpCDv4mA1181B8ApSjBqbW09F3hgYpKNH5jjZrAkPFmNIEDTLjUiEp0+fRhv7ClJSUjI2Nvb19VVQgJ3SIAlipKe9dc2SyOu3mEzWy87p7R9Iffo8PSvv3U0rrc3F/PWurpH6a9QNOmO4PMW8OY5rI0LesME9BEFvYkQi/OabbxoaGl52qqqqanR0dGho6NRHBUETZW9t9vXBd1vaO7p6+rp6+jq7erp6+moaKOiQKYLH42dk54s3EbI5nD+i4wWzoP9c17cWBcIkCEHiNSIRRkdHv/322wcPHoyIiNDS0qJSqdevXz958uTVq1fB/7d353FNnOkDwN8khHAGCAQSwiUICli0IloVtR8VbT0BtVprV61ILe6v9ajoWrV2vVaw1Wq9j4891GpxqbseaKlVEatbEA9u5QpXMISEQBJy//4YHJKAipCTPN+/3pm8mXkyTHgyM++B0IoVK+bNm1dVVeXs7GyiaAHogq0t2Y/F0Jy3QaVSP6lg5zwselj4BE88moOZmUTuo2KBsAVfnDRuxPSYMSaMBwCA0Wo1mpCQsHHjxmXLljGZTCKRyGKxVqxYkZSUtHLlyqioqLS0tNbW1j/++MNUsQLQTUQiYUCQ/wfx72xduwzvpS4Qtmi2TzG+G3dy8fLoqMGQBQEwEx2JsLm5uaioaNiwYTo1oqKi7t27p1KpmExmYGBgfX09AsBC2JLJLIYnvqg5sKeRlZazaznt4xQSiYSYscNNFQkAQEdHIqRQKDY2NtnZ2To1bt++7ejoiHWol0qlVCrVqAEC0Dv+GrdM2bUNpgpD83JwcFiIuxt0lgDAXHQ8I7Szs5s9e/bnn38uEolmzpxJp9M5HE5aWtqWLVuWLl2KEGKz2Ww2OzQ01HTRAvDafFleeNlUV4Q8fnNBaTm++PbIoSYJAwDQJa3GMocPHxaLxWvWrMHnIyQQCO+///6uXbsQQmKx+NChQxERESYIE4Ce0rwiNFV7mT/u5OLT0Pt6ewX6wyAyAJgRrURIpVIvXLhQWFj48OHD+vp6Fos1dOjQ4OD22VAHDhw4cOBAUwQJQM950d1tbckymRwh1CoS8wVCN1ej3t6XSmX37ufji+NH6z6GBwCYVhcjy4SFhYWFhRk/FAAMgUgk+DI9y6pqsUV2XYORE2F2zqO25/39qc6Obw4KMebeAQCvpJsIxWLxmTNn8vLyKioqqFRqVFTUwoUL3d3dTRIcAHrhx2J0JMJazuCwYKPtWqVSZ93LwxfHjngTn1gYAGAmtBJhbW3thAkTSkpKnJ2dmUxmY2Pjzz//vHPnzsuXL0dGRpoqRAB6yU+r4ahRHxM+Ln7a2NSMlW1sSKOGwSN2AMyOVof65cuXc7ncCxcuNDc3l5SU8Hi8O3fu0Gi0BQsWWOjEpwAg3UTYYMxzWbPXxPAhYc5ODsbbNwCgezoSoVQqvXz58p49e2bMmIEPATxy5Mgff/yxuLi4qKjIRBEC0Ft0dzd7OwpWFkvaGpsExtkvh8t7WlmDL44bCbdVADBHHYmwtbVVLpd37iYYGhpKIBB4PJ5xAwNAbwgE5Ottgt6Emv33g/v5ent5GGe/AIDX0pEIXV1dXV1dL168qFPj8uXLarU6MDDQuIEBoE9ad0frjJQImzWG2Nbs1w8AMCsdjWVIJFJiYuKWLVt4PN68efNYLFZjY+OVK1dSU1OnT5/OYkEXYGDB/LTGlzHSQGsCYStedqXCnC0AmCmtVqNbt27l8/kHDhz47rvv8JVTp079/vvvjR4YAPqkeUVYXctRqdREosGnAWzWSIQuzjCpNQBmSisRksnkI0eObNiwISsri8fjUanUESNGwOCioA9wd3NxcnRoFYkRQlKZ/FljE8PT4L1jtRIhFRIhAGaqIxHy+XwajXb+/Pn4+PgPPvjAhDEBYAh+3l6FTyqwMruWY4REqH1rFBIhAGaqo7GMo6OjjY2NkxN8XUHf5Gvcx4RqtRqfB5hAQFRnR0PvEQDQMx2J0NbWdubMmb/88osJowHAcIzccLSlVaxSqbCyo7092aaLcX0BAOZA68v54YcfLlu2LD4+PjY2lslk4t3qEULjx4/H5uYFwEJpJsKaumdKpYpEMuAp3dwCDwgBsAxaifDTTz/lcDjp6enp6ek69SQSiZ2dnREDA0DPXKlOLs5OWH6SKxQcLo/FoBtudwJoKQOAhdBKhBcvXpTJZF3Ws7W1NUo8ABiQH8vrcXF7fqqq4Rg4EXb0poeWMgCYM61E+MYbb5gqDgCMwJfFeFxchpXZtZxRwwx4wkMnQgAsBTz2A1bE34jzMTW3iPAy3BoFwJzZZGRkbNiw4ZX17ty5A3dHgaXzY3kRCAibhqmWw5W0SfFZKfROCFeEAFgIopOTU6CGioqKR48e2dnZBQYGuri4lJSU5Ofn+/v7a7YgBcBCOTk6MOjtU0CoVCrNOZL0jq/5jNAFBhoFwHwRo6Ojzz0XGRnJYrGePn16+/btc+fO/f7772w2OyYmxtHRkUwmd2dzUqn0k08+YTKZAwcOPHXqVJd1Tpw4ERIS4u3t/dlnn8nlcmzlBx98MOy5xYsX6+3zAaAtJMgPL5eUVRluR/CMEABL0dFYRqVS/etf/zp37pyfX8d/Cjc3t0OHDvn6+m7bts3X1/eVm9uxY0d+fv6jR49KS0unTp06ZMiQ8PBwzQo5OTmrV6++evWqv7//jBkzvvnmm7Vr1yKEioqKEhMTo6KiEEKOjjAGBzCUAUH+N/+8j5VLy9gG2otcrhBL2rAyiUR0crQ30I4AAL3X0VhGIBAIBAIXFxedGs7Ozgihqqpu/XY+evToxo0b6XT66NGjZ82adeLECZ0Kx48fnz9//vDhw728vNavX3/06FH8peDg4MjIyMjIyIEDB/bw0wDwKiH9fPF+9PXPGjV7++mRZm96qrMTPFkAwJx1JEIXFxc6nb5nzx411pbgub179xIIhKCgoFduq7m5ua6ubvDgwdji4MGDi4uLdeoUFRVpVigvL5dKpdjiZ5999sYbb/ztb38rKyvr8ecB4OUoFFvNIWaelBvkohCG2wbAgmhNzLt9+/alS5c+fvw4Pj7e29u7sbHx2rVrt27dWr16NZPJfOW2eDweQohKpWKLrq6uXC5Xp05TUxNewcXFRa1WNzU1MZnMf/zjHyEhIQihAwcOjBs3rqCgoPO1KUJILpdzuVzN39erV69evXo1VpbJZK2trfhzR9B9VnXovD1pFew6rPygoMTHy603W1MoFEKhUOfQVbE7muFQyDb19fW92UVfpVAoBAKBUqk0dSCWR6VSNTU1waHrTK1WDx06tKGhY1T97lzFaXWoT0hI8PDw2LZt244dO+RyOYlECg4OPnDgwLJly7oTAY1GQwi1tLTY29sjhJqbmz08PDrXaWlpb00nFAoJBIKbmxtCaM6cOdjKgwcPBgUF/fHHH7GxsZ13QSaT6XS65ofUJJPJhEJh552CV7KqQxc5WJGdk4+V2bUN3fmR9xIKhcLe3l7n0BWV1eJlL0+PXu6ir1IoFBQKxdPT09SBWB6VSkUmk+HQdYnD6egi/Ouvv3ZnYnndEfFjY2NjY2OVSmVDQ4OHh8dr9R10dXWl0+kFBQXYn6ewsLB///46dfr3719YWIiVCwoKfH19dYYwJRKJDg4OLxrpDYDeC/TztrUly2RyhJBA2Pqske/p0auLws60RtyGJqMAmDetkWUyMzOxOzwkEsnb27sHPegXLVqUkpIikUgKCwvPnTu3aNEihFBjY+PixYuFQiFW4dSpU0+ePBGJRKmpqVhPiWfPnmVmZkokEolE8vXXX9fW1o4ZM0YvHw+AzkgkUpA/C180RCcKeEYIgAXRSoRLlizx8/Nbt25deXl5zza3adMmFxcXBoMxfvz4f/7zn0OHDkUISaXSO3fuYCk2Ojp67dq10dHRLBbL19cX6zvR1ta2Zs0aGo1Gp9PT09P/+9//wq0kYFADAv3xsiESYTOMuA2A5dC6NXr27NlDhw7t27cvNTV10qRJiYmJ06dPt3mdCUWdnJx+/vlnnZUsFqukpARf1GzegvHz88vLy3v94AHoIc1u9aXlbJVKTSTqs4cDTEYIgAXRuiJ86623Tp48WV9ff/DgQQ6HEx8f7+vru27duoqKClPFB4Ah+DA9nRzaO7lL2qQ19V03v+oxrRG34RkhAOati9knqFRqYmJiXl7en3/+GRMTk5KS0r9//2nTpmVmZho/PgAMgUAgBAcaaqw1kVgilyuwsh3FlkKB0eoBMGsvnIaJzWZfvnz5+vXrCKExY8ZUVFTExMTExsYqFAojhgeAoQzQGnRUn93qYQImACyLbiJUKBQXLlyYOnVqv3799u7dGx8fX1BQcOPGjfz8/PPnz1+6dCkjI8MkgQKgXyEa7WXKq2rxa7jeg7npAbAsWolwx44d/v7+sbGxHA7n8OHDtbW1e/fuDQ0NRQgRCIT4+PjQ0NBuDjoKgJmju7vS3NpHL5IrFBXVdfrasta8E1SYgAkAc6eVCE+ePBkTE3P37t3c3NyEhITOs0Bs3rz57bffNl50ABjSAMM8JoQJmACwLFpdI3Jzc52cXva9jY+PN3A8ABjPgCD/P3MfY+WSMvb0GP1sFnrTA2BZtK4IX54FAehjQoL88PHbq+s4kjapXjYr1JqDCSbXBMDc2SCEEhISqqurX17v4sWL3ZykHgBL4ezowKB71D9rRAipVGrOM14/P+/eb1b7ihCeEQJg7mwQQk+fPtWcArCmpoZGozk4OGjWU6lUxg4NAMPzotOwRIgQ4vL4ekqEHa1GofsEAObPBiF048YNzVVkMvnrr7/GxssGoG+ju7vi5cYmQe83qFKpWkUSrEwgEKhOcGsUAHP3wg71AFgDD1pHIuTqIxE2t4jUajVWdnZ0IJHgKwaAuYNvKbBqdI1E2MjTRyIUwnDbAFgYSITAqnm4d0zJq6crQkiEAFgYSITAqrlSncnk9t60IrFELGnr5QZhfDUALI4NQig7O1sk6hgmWK1WFxQUXLt2TbPexIkTiUTImqCvIRCQu5sL5xkPW2xsEvixGL3ZYLMQJmACwMLYIIQ++uij0tJSzbW7du3atWuX5hqJRGJnZ2fU0AAwCjrNFU+EXF7vEyFcEQJgYWwQQt9++61QKHx5PVtbmFMN9E10jceEve9BIYARtwGwNDYIoXfeecfUYQBgMvrtQQGNZQB4JYVKYUO0eXU9Y4HHfsDaafWp5/F7uTUYcRuAl3jY8LDft/0ctjl8cukTofQVdyKNBhIhsHYeNL31oJBKZVKpDCuTbWzs4bE6ANr+fvnvlYJKuUp+KOdQxMGIzPJMU0eEECRCAGiuVBKJhJWFLSI8k/WA9gNCR3xqCwAAQuh+/f3b7Nv4YlVz1aQfJy27uKxF1vKSdxkBJEJg7YhEAs2Vii828pt7vCntB4TQUgYALfv+t09njRqpD+cejjgYcbPqpklCwkAiBEBvQ2/DA0IAXoQr5v6c/3OXL1UKKt/56Z379feNHBIOEiEA2g1He9FeRmugUehND4CGI7lH2hTtIzcFugVmLc4KcQ/BX21TtK3/fb2JQoNECIB2V0JuL4be5vE73guJEAAc1joGX1wetTzaL/rBsgcr3lqBr7xadvV/tf8zRXSQCAHQnoOiNw1Hn1RU42WGl3uvYgKgD0kvSq8R1mBlR7LjR29+hBCyt7HfPXn3WP+xeLUtt7aYJDxIhABo3Rrt8TNCgbD1WWP7bVUSidTf30cPkQHQJ+y9txcvLxyy0NWu4xu3YewGvHyx9GJOXY5RI0MIQSIEACHk7uZCJLb3dRA0t8gVih5spORpJV7u58u0tSXrJTYALF0eJy+7Ohtf/GTYJ5qvxgTGRPtF44vbs7YbL7LnIBECgGxsSK7Pezuo1Wpej3pQlJSz8XJIkL9+IgPA8n1791u8HBMYM8hzkE6F9WM6msn8Wvzro4ZHRorsOUiEACCkO9BaT+6OPtFIhAMC/fQQEwCWjyvmni04iy/+34j/61zn3f7vRnlHYWU1Um/L2mak4J4zo2FPzQpPwkvJTrlVdUuulJs6FmNQq9VKpdLGxnrPhyaBUGQjwcrXLp9wvuXQzTdih06NEEfMw75PBALhTsbPMKzMK8FZ1xsKhcIiDp2gTaDZa2Jq8NQuq20ct3HGmRlYOa0wrZBbGEYPM1KIkAg7U6lVx+4fW//7ep6EZ+pYgHE9T13PWhDqwZBPGpmvgVP94noAWKnlUcuJhK5vQ04LnvYm4808Th5CSKVWbcvadir+lNECg1ujWnLqct469tbHFz+GLAgAAHrkZOuE9ZroEoFA0Gw+ejb/bAmvxChxIWTNV4RFjUXfP/i+nF+OrxHJRRlPM1RqlQmjAgCAvodEIO2YsEOz10RncQPj3vB84/GzxwghpVq5PWv797HfGyc8a0yErbLWf9785567e+Sqlz3/cyQ7bhq3aULgBKMFZkJyuVwkErm6vuw07dvkCsWeo2fUaoQQIhKJqxLfJxK7db9EqVSWVbJ/vdo+pr6DHWX54jkEeELYDUqlsrm5mUajmToQy6NSqQQCgQUdOm9nb6YT8+V1sIvCuWnt53+kAAAQ60lEQVRzscXTj09vGrcpyC3I8NFZXyI8V3Bu9bXV+BgHLzInbM43k7/xoVpLn2iZTCYUCj08PEwdiCn1d8xrnz5CiQLsgjXbkb6EQqGofdTqqW4/VYb2HzjMe5jhguxLFApFk22Tp6enqQOxPCqVqpHc2PcO3eyw2aEeoUWNRQghhUqxI2vHsRnHjLBfK3pGWMIrifkxZm7a3JdnwQHuA659eO3cnHPWkwUBpsdzUFTW1OPlAUHQcQKAHiISiF+M/QJf/OHhD5WCSiPs1yquCEVy0dZbW7/58xuZUmvOVT8Xv/Vj1tPsO24v0B3oo/1Gk4kwJog18qC5Pq1s/5HEbeKHooDuvEuuULDrnuGLIYHQlR6Anps3aN5XN7560vQEISRXyf91+1+Hph165bt6qe8nwvNF51dmrKwWajVntyXZrhq5asPYDY5kR1MFBsyN1oij3e5TX8GuVyiUWJnmSvWgueg/MgCsBolAWj9m/eILi7HFkw9OfjH2C1+qr0F32pdvjT5tejrl1JTZ52brZMG3A96+//H9HRN2QBYEmjRvjXZ/DoonFR0DygzsD5eDAPTWh4M/DKYFY2WpUpqanWroPeo5ESqVyiNHjnz88ccpKSkikajLOjdv3vz73/+enJxcWlqKrxSJRCkpKR9//PGRI0eUSmXvI/mr7q+IgxFXnl7RXOlD9Tk7++wfC/8Ip4f3fhegj9GclbD7V4Sl5R0/s+C+KAC9RyKQkkcn44tH7x+ta6kz6B71nAhXrlx59OjRUaNGZWVlxcXFda7w22+/xcbGhoWFUSiUkSNH1tW1f7z4+PibN2+OGjXq+PHjK1as6PzG1/XDwx8kCgm+SCaS14xaU7S86L3w93q/cdAnaSVCvkCN9aV4KUmbtKa+ASsTCCg40LA3cACwEn8b/Dd/l/aflW2KttQ7hr0o1OczwqampmPHjj1+/DgoKGju3LkMBuP+/ftDhw7VrJOSkvLll18mJSUhhEpLS48cObJ58+a8vLy7d+9yOBx7e/tx48aFhYVt3rzZ3b1X85q+4fkGXh7fb/x3U74L9QjtzQZBn2dHsXVydGgViRFCCoWy6Emls5MDQsjezk6npkKpkMsVCKFydq1K1Z4vmZ4eVCe42Q6AHtiSbNdGr026lIQtHsk9snDwQiqFii06kB0YTgw97k6fiTA3N9fLyysoKAghZGdnN2rUqNu3b+skwuzs7F27dmHl8ePH//LLL9jKkSNH2tvbI4QCAgKYTGZOTs7kyZN7E8zSoUvbFG3/q/1fXGjcrNBZvdkUsB4eNBcsESKEDv5w/rXeOwCmXgJAfz5686PtWdux3m5iufjNw2/qvHp8xnF97UufibC+vl6zRzadTq+vr9esIBAIJBIJXgevoPNGT09PnTfi5HK5UCicOXMmvmbGjBn4olwub2npGCx5ftD8+UHzEUKNjY29/Gh9ns6hs1ouTt2ddKIzBt0VzrTXolQq+Xx+N0fwAZpUKlVTU1OfP3TLhyz/x61/dPnSibwTCaEJwW7BOuvVavXKlSvx/2YcDkcuf/UMQvpMhBQKRXOXMpnMTvueEraI18Er6LxRKpXadboZ1R6ujQ2FQnn//ffxNYMGDcIHBpPJZAQCwZrHCesxOHSYgcGBD4vKevBGB3u7weEDKTAr/etQKBRKpRLOuh5QqVQKhaLPH7rlI5fvf7C/yyFQyESyn6efq2MXR2Du3Ll4U82cnJz79++/ckf6TIQsFqu2tlalUmG/U2pqaiZM0Bqo087Ojkaj1dTUBAQEYBW8vb2xN169ehWro1ara2trWSxWl7sgEAgUCmXevHldvioQCOrr6xkMfd47thLNzc11dXVw6EZHRYglbU8rq2VyhUzW/uNM0tamU41EItmS23OeLdlGIZfNnj7J0cHeqLFaPrFYXF1djf0TAK9FJBKx2ew+f+icbZzPv3c++bdknS5wbnZua6PXsly6ThPTp0/Hy3Z2dmVl3fhpq9YfmUzGZDIzMjLUanV5ebm9vX1dXZ1arWaz2devX8fqLFmyJCkpSa1Wy+XyqKio48ePq9Xq+vp6e3v7p0+fqtXq3377jcFgyGSyLnfR0NDg6en5ogBOnDgxb948PX4i6/Hjjz/Onj3b1FFYpLNnz86cOdPUUVikf//731OmTDF1FBbp0qVLMTExpo7CAqSnp8fGxr6ymj6vCMlkcmpq6oIFC8aPH5+dnb1u3Tomk4kQyszM3LlzZ3FxMUJo/fr1Y8eOraysfPbsGYVCmT9/PkKIwWCsW7du7Nix0dHR169f37NnD5nck1tMKhXMoNRDKpVK3Y3eAqAzOHQ9Boeux+B/nX7peYi1Dz74IDo6+sGDB5s3bw4Nbe+uEBcXN2bMGKwcGBhYXFyclZXl6Og4evRoEomErd+0adOcOXNKS0tTUlL8/aH1HQAAACPR/1ij/v7+OpnM1dVV86Guk5PTu+++2/mNoaGheO4EAAAAjINgWbcm6urqgoODFyxY0OWrJSUlnVvogO548uRJVVXVxIkTTR2I5SkrK3v69Gkvu71ap8rKyqKioi5/FoOXq6qqys/Pnzp1qqkDMXeVlZUCgeDevXsvr2ZhiVChUCQnJw8cOLDLV5ubmwUCAdxZ7QGhUNjU1IS15gWvpaWlpbGxsV+/fqYOxPKIRKKGhobAwEBTB2J5xGJxfX09NnoJeAmRSOTk5LR06dKXV7OwRAgAAADoVx8fmAAAAAB4OUiEAAAArBokQgAAAFYNEiEAAACrpv9+hCb06NEjkUgUGRlpa2tr6lgshlgs5nA4+CKDwXBw6PkMDFaCz+cLhUKd9slCofDBgwe+vr7QgvQlWltbnz17FhAQgM+c0NDQgA+RTCKRoNV3l0QiUWFhIZFIDAsLw2aswygUipycHAqFMmTIEAKBYMIILZtBx3kzGplMNmXKlJCQkOjo6MDAQDabbeqILMaVK1coFErgc7/99pupIzJrt27dCgwMJBKJDAZDZz2dTp84cSKTyVy7dq2pwjNnZWVlYWFhNjY2CCGhUIivf++99zw8PLDTLzIy0oQRmq0zZ864ubkNGzZs6NChTCYzOzsbW9/Q0BAaGjp8+PDw8PBx48aJxWLTxmm5+kgiPH36dHh4uEQiUavVCQkJiYmJpo7IYly5cmX48OGmjsJiVFdX5+TkXLt2TScRDhs2bP/+/Wq1uqamhkqlFhcXmyhA88Xn82/fvl1aWto5ER48eNCEgZm//Px8DoeDlTds2IB/YdesWYONlS+Xy0eMGAGHscf6yDPCtLS0uXPnYrMYLlq0CJv4HnSTSqUqLS3lcrmmDsQC+Pj4REZG6gwKX1lZmZeX9+GHHyKEWCzWhAkTzp9/vdntrYGrq+vo0aO7vPHe2tpaXFzc1mm6K4AJDw/38vLCypGRkfj8z2lpaYsWLUII2djYLFiwIC0tzVQRWro+kgirq6vxRwsBAQF8Pr+1tdW0IVmQ0tLSWbNmBQcHv/3225rPC0E3sdlsd3d3Z2dnbDEgIKC6uvrlbwGa9u7dGx8f7+7uvnXrVlPHYtZUKtX+/fvnzJmDnk/dqvl/D866HusjibCtrQ1vIEOhUBBCEonEpBFZjNGjR3O53MePH9fV1VGp1FWrVpk6IsujefohhCgUilgsNmE8luXAgQNsNruwsPDPP/9MTU3NzMw0dUTma+3atc3NzZs2bUIIyeVyuVyu+X8Pzroe6yOJkMFgNDU1YeXGxkYymezu7m7akCyFs7Mz9l1ycHBISkrKysoydUSWBzv91M9HK2xsbMRm4gTdgX9VIyIiJk+eDGfgi3z55ZfXrl27cuUKdnvZ1taWRqPxeDzsVTjreqOPJMLhw4fj359bt24NHz4cb5wNuq+ystLDw8PUUVie4OBgCoWSm5uLEFKr1VlZWSNGjDB1UJZHrVbDGfgiu3btOnv27NWrVzV/4uv834Ozrsf6SD/CxMTEiIiI1NRUHx+fTZs2HThwwNQRWYydO3eSyeSAgICSkpKdO3fu3bvX1BGZNR6Pd+zYsfLycpFItHPnTk9Pz8WLF9vb2yclJS1dunTTpk2ZmZlqtXr69OmmjtTsqFSq1NRUoVCIENq9e7eTk9OqVaukUumSJUtiYmLs7OzS09Nramref/99U0dqdn766afk5OTPPvvs+++/RwgRicQ1a9YghFatWvXee+8xGIzm5ubTp0+/crIh8CJ9JBH6+fndunXrwIEDjx49OnLkyIwZM0wdkcWIiopKT0+/e/cug8G4ePFidHS0qSMya0qlks/nu7m5JSUl8fl8rKEyQuirr75isVjnzp1jsVg3btzAessBHXw+HyG0du1asVgsl8sRQjY2NkOHDr1+/bpSqQwLC9u3bx9cEXbm5eWVnJyMnh9AEomErZ84ceKZM2dOnz5ta2ubmZn5ovnpwCvBNEwAAACsGjxIAwAAYNUgEQIAALBqkAgBAABYNUiEAAAArBokQgAAAFYNEiEAAACrBr2dADC9iooKDoczcuRIQ+9IoVDcuXMHK4eHh2PDlBQUFAiFwhftvbW19f79+1g5MjLS0dHR0EECYGTQjxAAg/vuu+/S09Nf9OqSJUsePHhw/PhxfNxIw+Hz+TQazcXFxcHB4eTJk5MmTUIILVq06N69e0VFRV2+JT8/f9KkSVKptKmp6eHDhxEREYYOEgAjgytCAAyORqMFBARg5bKysps3b7777rv4EMmurq7Dhw+XSqVGiyclJSUxMbGblQcNGlRXV3fp0qVp06YZNCoATAUSIQAGN3/+/Pnz52PlU6dO3bx58/PPPx8/frxmndmzZ5siNAAANJYBwAwcOHBgypQpWFkoFA4bNuyXX37ZunWrn5+fi4tLbGwsl8ttbm5OSEjw9PT08fFJTk5WKBT426VS6ebNm4ODgx0dHQMCAtavX9+D68sHDx6MHz+eSqUOGDBg+/bt8NAEWA+4IgTA9CorK/GpA5RKZW5u7hdffBEQELB9+3Yul/vll18uXLhQIpGEhITs27fvr7/+2rVrl4+Pz6effooQUqlUcXFx2dnZycnJgwcPLioq2rJlS1lZ2dmzZ7sfAI/Hi4+PT0hIWLZs2YULF7744ovQ0NC4uDiDfFoAzAwkQgDMkZOTU0ZGBjatJp/P37JlS1JS0v79+xFCc+fOzcvLO336NJYI09LSrly5kpGRMXnyZITQtGnTfHx85s+fv3HjxkGDBnVzd1wu9/Tp0xMnTkQIzZ49+6+//vrpp58gEQIrAbdGATBHcXFx+OTSWEPNWbNm4a9GRERUVlZi5f/85z/u7u7BwcHlz4WHhyOE8vLyur87Go2GZUGEEJFIHDJkSFVVlT4+BwAWAK4IATBHdDodL2OzHmqusbe3l0gkWLmmpobH4wUFBelsgc1md393np6emosODg749gHo8yARAmDZHBwcAgMDc3JydNbb29ubJB4ALA4kQgAs24gRIzIyMrhcbkhIiKljAcAiwTNCACzbsmXLPDw85s6d+/DhQ2wNh8PZvXt3fX29aQMDwFJAIgTAsnl5eV27dk0mkw0ZMsTNzc3V1ZXJZO7evRs6AgLQTTDWKABG1drayuFwWCyW5jM8Ho8nFAr79euHEFKpVJWVlR4eHlQqFXtVLBZzOBwfHx9bW1tsTVNTk1AoxIdtw9714MGDJ0+eODg4BAQEDBo0iEAgdN47Ntbo4cOHNYdY43K5bW1tvr6+mmukUqmPjw++BhtiDcYaBX0SJEIArAiWCL28vFxcXA4ePKgzzFuXCgsL4+LiRCJRbW0tJELQJ/0/j2s/wUR9emYAAAAASUVORK5CYII=", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "7256.323499999997\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 7256.32 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.67 kg\n", + "Max SOC = 431.06500000000017\n", + "Total computing time = 0.09616994857788086 sec\n", + "Nodes Explored = 2145\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "7248.5854999999965\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 7248.59 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.58 kg\n", + "Max SOC = 437.35212499999983\n", + "Total computing time = 0.6257760524749756 sec\n", + "Nodes Explored = 40564\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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65MiRO3furFixIjg4eOXKldu3b3/ttdf8/f0TEhL+97//AUBiYuK8znZY+fe//91pVLGxsZ988sk333yjvRkdHb1mzRptckU9Z5gIdd/BETI9oRB0rTbJyfrzBlOlzBrd3d19/PjxPbk0Li6OxzOL/GHRYmNjDavqlStXUqnUpqYmFxcXDw+P//znP4Zdhv/617+MhrcwGIy9e/f2sHKSSqWRkZELFizQndmzZ8+JEyeUSqW2e0/rwIEDGRkZf/31l42Nzd9//61rHnB1dZVIJFu2bNHe1G7o6OTkdOnSpe+//760tDQpKUnbmHns2DFtP5/W559/rm3z1HF1dTUc5rN69eohQ4bocufcuXO/+eabKVOmaG9yOJy9e/fqmotffPHFIUOG9OTntTbYNIoIV18Pc+dCVlbn91pEByEAgMairFmzRjvVulNVVVWdnudyuSKRaMCCMgs8Hi8oKOirr77q9TOcOnUqMTGxFw9UqVRbtmxRqVS9fuke+u6774KDg5lMptH5ZcuWHThwYKBf/WHq6+tlMhkhL11drQFo++fmRkgIfdLS0iIQCIiOwiJJJJLGxkaio9BoNJqtW/V/hEb/AgOJDk6jOXr06BNPPNHtZXQAEAqFRp1GyOK09rlpbPz48bqp64+ESqUmJCT08dV74rnnnnvuuedM8EKWAitCRLgH60d14sE0KwtAB4CxY8cqFIpp06ZNmzZt6tSphtsEIuvB5/OJDgE9Gi4XaDRQqQAAxGJQqSxg5jIiGanBfDQbG9BOQqZQIDIS3nuPqKAeGR0Ali5devTo0X379n377bdUKjU0NDQmJmbKlCnR0dEO5rypsGWqqKjIz88HAB6PN3ToUHyHUa9RKGBj0zZMRqMBkQjwywwyMZnBHOnvv4enniIulD6gAsB777139erVxsbGpKSk9evX02i03bt3P/HEE87OzmFhYW+88UZSUlLvGs1QR0lJSYsWLfrkk0/efvttHx8fXEIa9QW2jiJiGVaEbDZxcfSNfuigvb393Llz586dCwAtLS0ZGRlpaWlpaWk7d+788ssvJRIJ23J/SjOjXXQbABITE5966qmVK1dyOByJRJKfn+/o6Ojj4wMAarW6paVFWy/KZDKpVGpnZwcAUqlUrVZrB3Bqtz1is9n+/v7aMZbaWYZqtTo3N3fEiBE4ypf0MBEiYhlWhCwWcXH0TedLrLW2tjY3Nzc1NTU1NalUKhsbG9IseSwSwapVcPYsKJWmeDkKBcaOhQMHwNW1k3vDw8Plcrl2h8LFixePGDHi3r17oaGhP//8M5VK9ff3z8nJ8fHxee+997788svGxkY+n7927doxY8a89tpr2dnZS5YsCQgIaG5utrW1TUpKsrGxef/993Nzc8vLy11dXT/66KNx48aZ4odExDEc5YaJEJke2SrC6urqzMzM5OTkzMzM27dv29rajh8//plnnomKipo8eTLLcnN9e3v2wOHDJn3F06fhgw/AcBk7pVLZ3Nwsk8k++eQTb29vDw+PuLi4Dz/88Nlnn5XJZBMnTty3b9+6detiYmJSU1NXrlyZmpoaGRmZkZExe/bs1NTUDRs2KJXKZ555ZteuXdr1r5999tmdO3du2rQJAPLy8q5fv64tHxHpYUWIiEWeivDtt98+cuRIcXGxi4vL5MmTn3/++ejo6NDQ0K7XOrFQYjHxL5qVleXv78/n80NDQ48fP15TU1NcXLx06VIAYLFYixcvTktLW7du3dSpU1NSUubNm9fU1LRly5bU1NTAwECZTDZixIjCwsLS0tLy8vJvv/0WAOh0+sWLF7VP/thjj2EWtB6YCBGxyFMRJiUlVVRUrFy5cu3atWFhYYZrjpDPunVw/Dhcvmy6VwwIgE2b2p2ZNGmS4Z6Cd+7cYTKZuq8dHA5HLBYDgLZMTE1NjYuLi4+P37Fjh7+/f1xcHIVCEQgEhpsljRs3zt3dXXuMWdCqYCJExCJPRfh///d/f//9d1pa2n//+18ejzdp0qTo6OiYmJiIiAjt/qtk4uIC2dkgEJiuj7Db1dB8fHxoNFpOTo52L/jz58+PHDkSAEJCQmg02q5du9atW+fp6SmVSn/55Zfly5cDQFBQkFqtnjRp0vDhwwf+h0DmCxMhIpZhIrTsinD+/Pnz588HgKqqKu1I0QMHDvzrX//icrkTJkzQJsXo6GjSjJeB9h8fhGOxWAkJCYsWLXr99dfz8/MzMjJ27NihvWvq1KmHDh06fPiw9njPnj379+8HAFtb2y+++GLOnDnr1q1zdHS8ceNGQEDAK6+8QuSPgYiAiRARy7Bp1LIrQh0PD48lS5ZoN0StqalJS0v7448/tm3bplKpcPpEfzFadFvrjTfeCA8PT0tLCw4Ovnbtmm5f3LfeemvmzJnaDf9eeeWViIgI3fLTL7zwwoQJE06fPl1WVhYeHj5nzhwAWLBgAZm+r6BuYSJExCJP06iRhoaGjIyMc+fOnTt37ubNm2q1mk6n48drfwkJCQkJCel4PiYmpuOWuaGhoaGhodrjYcOGDWu/x6XhvVo4X8LaYCJExCLPYBkAqK+vv3jx4vnz55OTk3NyctRqNY1GGz169MsvvxwVFTVt2jTSTJ9AiEwwESJikacinDVr1qlTpzQaDY1G066pFhsbO3nyZFyFGSEzh4kQEUil0o86pFLBcsdW0gHAzs5uw4YNmPwQsjiYCBGByNEuCtpE+MsvvxAdBkKoNzARIgKRo10UtLtPIIQsFCZCRCByTCIEbSIMDg6mdEdqWAMjhMyDYSIUComLA1klckwiBN2oUSaTOXPmTDc3t4ddZ+nrjm7fvp18q+QgrZs3b8bHxxMdBTGwIkQEIk3TKB0Ali1b9tVXX/31118zZ85csWLFnDlzSDZZ4oMPPqirqxvoV5HLYefOtmM6HdavH+gX7E8ikcjGxoboKHpp+vTpUVFRREdBDEyEiECkGiyzefPmTZs2paamHjhwYNmyZSwWa9GiRcuWLSPNh8sbb7xhglcpKYEvv2w7dneHjz82wWv2m+rqat2y3ciCsNnAYIBCAQAglYJCYcFD2JHFIU1F2DZYhkqlTps27cCBA+Xl5du2bbt8+fLkyZNDQ0MPHDhAbHwWpKlJf+zkRFwcyMoY7s2L3YTIlEhTERqPGnVycnrllVeys7O/+OKL/Pz8H3/8kYioLFJjo/4YEyEyGWwdRUQhTUVovNZoYWHh/v37Dxw4UFlZGRcXhxsa9JxhInR0JC4OZGUwESKikKYibEuEra2tiYmJBw8eTElJGTx48NNPP/3CCy/oNjpAPYFNo4gQmAgRUUhVEb722mv79u2j0+lPPvlkenr6pEmTcK+JXsCmUUQITISIKKSqCE+dOqVWqydPntza2rpz586dukkABg4dOoTz8LqGTaOIEIaDZTARIlMiVUU4ePBghUKRl5fXxXVqtdpUIVkqbBpFhMCKEBGFNEus0QHgzJkzRIdBBtg0igiBiRARhTRLrOGi2/0Gm0YRITARIqKQpmkUE2G/waZRRAhMhIgo5EmER44cmTZtWk8u9fLyun379kAHZLmwaRQRAhMhIgp5Ro3K5fKWlha5XN7tpc3NzUql0gQxWSK1Gu7fbzumUMDBgdBokDXBRIiIQpqKkA4Aly9fHtDtJnbs2CEzeMNCQ0NnzZpleEF+fv6xY8d0NxcvXuzj4zNw8QyE5mbQjavl84FuvGIPQgMFEyEiCnkqwvDw8O3bt/fwag8Pj168RnNzsy4R7tmzJyEhwSgR3rhxY8+ePYsXL9betMS6EzsIEVEwESKikKciDAoKCgoKGtDXSEhI0B7k5+d/+eWXS5cu7XhNQEDAx5a1cVF72EGIiIKJEBGFPBWhKV/su+++mzdvnouLS8e7qqurP/74Y0dHxzlz5vSu7iQWzp1ARMFEiIhCnorQZK+kUCj+97//7d+/v+NdfD4/IiJCKpWePn367bffPnXq1Lhx4zp9kpKSkps3b2ZmZmpvMhiMhIQEXQdnU1MTUevAlZSwANo+kGxtZQ0NFvaBROBbZ+mampoUCgWB755CQQVo+/LV0qJuaGjq+nrzIRQKKRSK1LCsQD0jk8kkEgnhC34JBHwApvZYLm9taOh+0OVA02g07733nkQi0d4sKytrbW3t9lGmS4THjx9nMpnx8fEd75oxY8aMGTO0x2+//faWLVtOnTrV6ZPw+XwXFxddmrSxsXFycqJS22ZDikQiPp8/ALF3Tyql6Y5dXelEhdFrBL51lk4ul/N4PCaTSVQA7u76Y5GIalm/RyqVamu4WCrqGalUSqPRCP9dK5X6DOLgwOXzzaJ5dPLkyS0tLdpjDodTUFDQ7UNMlwi///77lStX0mi0ri8bP3684QhSI46OjhEREWvWrOn0XiaTSdTnkW7uBAC4uNCYzG5+THND4Ftn6ZgPEBWAYZ+0QAAW9HtkMplUKtWCAjYfarVaqVQS/tYpFPpjW1s60eG0MRyGkpiYWFtb2+1DTLSyTGVl5enTp5999lndGZlMdubMGe1oUrFYrD2p0WiOHTs2cuRI00TVj3DUKCIKg6HvnlEq23XbIDSgSLPWqIkqwv3790dHR/v7++vO1NfXT58+vby83MvLa+nSpY2NjV5eXrdu3RKJRCdPnjRNVP0IR40iAvF4+vwnEFj2RxKyIKQdLHPnzp2kpKSysjJZ+y+Wu3fv7stwgEWLFq1YscLwjKur6+XLl11dXQFg//79ly9fbmxsXLdu3bhx4wiv93sBR40iAvF40NDQdiwQgLMzodEgq0HO6RPffPPNK6+8otFo3NzcjNaa6ePwpICAAKMzDAYjPDxce8zn86dOndqX5yccNo0iAuEMCkQIclaEW7dunT59+v79+53xK+UjwqZRRCBMhIgQpKkI9YNl7t+/X1dX984772AW7AVsGkUEwkSICEGailCfCPl8vqOjowD/Gz06uRyEwrZjOh3s7AiNBlkfTISIECSsCKlU6pYtWz766KOezMNHhgzLQQcHoFCICwVZJUyEyPQ0Gv08QgoFLHCMo167PsKampqSkpLAwMDJkyc7te/p6uOoUfJRKqGiom3rpbt39eexXRSZnmEixO+xyDRkMtBo2o6ZTMsuANolwszMTDabDQA5OTlG1xG+qJ1ZKS+HKVOgqKiTu3CkDDI9rAiR6ZGmgxCMEmFGRgZRcViW//yn8ywImAgREQwToa67GqEBRZoOQjDZEmskc/r0Q+8KDTVhHAgBAFaEiAikrQgBQCgUHjhwICcnp7y8nMVijR8/fvXq1YMGDSIkOPNUWws3b7YdU6ng69t2TKPBxInwzjsEhYWsGCZCZHqGidDSK8J2ibCsrGzq1KlFRUXOzs4eHh719fVJSUlffPHFiRMnHrZBoBVKTdV3EUdEwMWLhEaDEIDhRkaYCJFpkGbFbTBqGn3ppZdaW1tPnjxZX19//fr1qqqqK1euuLm5LVu2TKP77Ld6KSn647g44uJA6AGsCJHpkbOPUCaTnTx5cseOHbo9cgEgLCzs4MGDhYWFt2/fJiI8c5Saqj/GRIjMASZCZHpk6iPUJ0KhUKhUKocOHWp0hfZMc3OzSeMyV0VFUFzcdsxmw4QJhEaDEABgIkREIGdF6ODg4OjomJiYaHTFsWPHKBSKn5+faQMzU4btolFRwOEQFwpCD2AiRKZHpopQP1iGSqWuXbv2o48+qq2tffrpp7WDZf7+++8dO3bMnz/fw8ODwCjNB3YQIjOEiRCZHmlHjSYkJLS2tn7zzTf79u3TnqFQKPPnz//hhx+IiM3saDSQlqa/iYkQmQlbW6BQ2gYzC4Wg0Vj2elfIIpBp1Gi7REin03ft2rV58+bMzMympiYejxcZGenv709UcOYmNxdqa9uO7e0hLIzQaBB6gEYDDgfEYgAAtRrEYrCxITomRHbkbBrVcXNzW7hwoelDMX+G7aKxsUCjERcKQu3xeG2JEAAEAkyEaMCRabAMXSAQVFVVOTs7Ozk53bt3T6HbV6O9oUOHUjuUJ3cAACAASURBVKy+tQU7CJHZ4vH0zRUCAbi5ERoNsgKkqgiPHz++dOnSLVu2JCQkxMbGlpeXd3qdRCJhW3rS7xulEjIz9TcxESKzgutuIxMjVUUYHR199OjR4OBgANi3b59Y17zSHtOid13sD1lZ+p3e3N0hOJjQaBBqDweOIhMjVUXo5eXl5eWlvTF9+nRiozFnRu2iVt9OjMwLJkJkYmRKhO3WGl26dOm1a9eMrigsLIyPj5fL5SaMyhxhByEyZ5gIkYmRqWm0XSLUzpowuqK1tTU5OdnKF90WiyErS39zyhTiQkGoM5gIkYmRqSLsZPqEkZKSEj6fz7L0H/TRyWT68ejnzul/64GB4ONDVFAIdc4wEeo6sxEaOGRLhMePH9+5cycA1NXVvfXWW46Ojrq7RSJRTk5OfHw8YQES5MsvYeNG6LQ9GNtFkRnCihCZGGmbRjtyc3N78803rW2JNaEQ3nmn8ywImAiRWcJEiEyMbBXh3Llz586dCwBz5szZunVrREQE0VERrK4OHrKuALDZ2EGIzBHOI0QmRqaKsF0f4Z9//klUHGbF8As1na7/iHFxgW3bwMmJkKAQ6gpWhMjEyFYRGqqoqNi1a1dOTk5FRYWrq+vw4cPXrVs3fPhwQoIjiuFYg/HjISODuFAQ6hlbW/0xJkJkAmSqCNv1EV68eHHkyJHbt28XCoUhISFqtfrHH38cM2bM4cOHiYqPEIaJkM8nLg6EegwrQmRipK0In3vuOS8vr+PHj/v6+mrPNDY2Ll++fM2aNY899pit4XdOUjP8HDH8fEHIbGEiRCZGzoqwubn51q1b27dv12VBAHByctq7d29ra2tubi4B0REEK0JkcTARIhMjU0WoT4RcLpfBYNjZ2RldwefzKRRKx/MkhhUhsjiYCJGJkbMiZLFYTz311H/+8x+j1dR27tw5ZsyYkJAQk8dGGEyEyOJgIkQmRqaKsF0f4eTJkzdt2jRq1KgFCxa4u7s3NjaePn364sWLGzdu/O6777TXTJo0ifSDSA0/R7BpFFkEGxugUkGtBgAQi0GlAhqN6JgQqRkmQkuvCNslwg8//LCpqampqenGjRuG5xMSEnTHu3btIn0iNOwjxIoQWQQKBWxs2r7DaTQgEuF3ODSwDJtGSVURZmRkKJXKrh/g7Ow8kPGYBWwaRZaIx9P/6QoEmAjRwDJchJJUidDb25uoOMwKJkJkifh8qKpqO25pAU9PQqNBpKZQgErVdkynW3w7fOfbMMnlcpFIZHjG3t6eYjWbsuP0CWSJBg2C/Py246oqsKbxbcjUyDRkFIxWlmlubn7llVc8PT3ZbLZjezLDjlGyw8EyyBJ5eemPKyqIiwNZATINGQWjinDZsmWpqalLliwJDAw0qv/o9O638CUNHCyDLBEmQmQyJKsI9elNIpGcPHly7969q1evJjAgc4B9hMgSGXYKVlYSFweyAiSrCPVNo1QqFQCCg4OJC8ZcYB8hskSYCJHJkKwibLeyzBNPPJGUlERgNOZALtcPC2YyyfBlB1kJbBpFJkOyirBdz9+333771FNPrV69esaMGY6OjoZ3TZ06VVsykh52ECILhYkQmQyZlpUBo0RYXl5eUVGRnJz8ww8/GF0nkUjYJPhxewA7CJGFcnMDOh20S2I0NIBUSoZPKGSeyLSsDBglwsWLF0ul0h9++CEoKIjV/odjMpmmDYww2EGILBSNBu7uUF4OAKDRQFUV+PkRHRMiKdI2jd6/fz8/P//48eNz5szp39f4+uuvBQ/qLH9//4ULF3a85uLFi7/++iuHw1m1alVAQED/BvBIsCJElsvTsy0RAkBFBSZCNFBIO1jG1tbWxsaGy+X2+2t8/PHHBQUFzc3Nzc3NQqGw4wXp6ekzZ8708fGhUCjjxo2rILR/AytCZLmwmxCZBmkrQjqd/tJLL+3atSs6Orrfp8+/9tpro0aNeti9n3766caNG9evXw8AxcXFe/fu/eCDD/o3gJ7DihBZLkyEyDRIVhEaL7r9888/h4aGxsfHe3h4GN61YcOGvmTHQ4cOnThxIiIiIj4+vuO9GRkZW7du1R7HxcUdOHCg1y/Ud7i+GrJcOJUQmQZpK0IA+PTTT8vLywEgLy/P6LrXXnut14kwKiqKxWK1trauXLly5syZ+/btM7xXLBa3tra6uLhobw4aNKi6uvphT1VcXHzz5s3MzMy26On0hIQE3XDWpqYmBoPRuyB1qqs5ADYPnl/S0CDq+npy6Je3zjo1NTUpFAozeffs7FgAbe0Y9+7JGxpau76eWEKhkEKhSA2LC9QzMplMIpGotRsxE6GxUf85qdGY0eekRqN59913dX9UZWVlLS0t3T6qXW4rLS0diMh++ukn7cGLL74YGBj4+uuvG27ty2AwqFSqbh9EuVzOevgXDHt7+0GDBo0bN05708bGxtnZWTfBUSQS8ftcxCkU+g1FnJyYfL6F7y/SM/3y1lknuVzO4/HMZFh1QIB+ieDaWob5/06pVKqtrS3RUVgeqVRKo9EI/P1SKPoPRh7PvD4nY2Njm5ubtcccDqegoKDbh5h0KW1vb293d/eSkhKjROjs7FxRUaEdLFpZWen58I3UHBwcIiIi1qxZ0+m9TCaz759HYrH+2N6exmSa0S944PTLW2edmA8QHQgAgK+v/riqimImUT0Mk8mkUqlmHqR5UqvVSqWSwLfOcAd3Gxvz+pxcsmSJ7jgxMbG2trbbh7RbLKalpaX5ITQaTe9iMqzfs7Ozq6qqtFmwuro6PT1de37evHm//vorAKjV6t9++23evHm9e61+gaNGkeXy9ATdAlA1Ne0+rRDqR2TuIwwNDS0rK+v0ul6vLHPx4sUVK1aMGTNGqVSmpaV99NFHvr6+AJCSkrJ169aioiIA2Lhx4+TJk6uqqhobG2Uy2fLly3vxQv0FR40iy8VkgosLaL8Bq1RQXQ2DBxMdEyIjMq8s83//93+G8/yEQmFmZuaZM2fefffdXo8FiI2N/fvvvwsLC5lM5rfffqsbjDp79uzw8HDtsZ+fX35+flpaGpvNjo6OJrapBEeNIovm5QW6pqCKCkyEaECQuSJ8+umnje5+4403/v3vf58+ffqdd97p3QtQKJSQkJCQkBCj8w4ODg4ODrqbPB6v31e06R1cdBtZNC8vuHKl7RinEqIBQrJ5hN1vKPHcc8+lpqb2ZOANOWDTKLJoOJUQmQDJKsLuE6FMJgOAnkzFIAccLIMsGiZCZAIkqwjbNY22tLQYztBUKpVFRUXvvvsum83u2LZJVlgRIouGq6whEyBZRdj9qFE+n//NN99Yz6RXHCyDLBomQmQCZK4IjUaN0ul0T0/PyMhIw1Et5KZQ6H/BdDoZfsHI2mAiRCZA5oqw46hRa4MdhMjSGSbCykpQq/VT7BHqLySrCLv6L3L79u39+/fn5OSYLBrCYQchsnRcLuhacBQKqK/X37V5Mzg5QUwMPHxZe4R6RC7XH5Ngjbx2ifDxxx9/8803tcenTp0aNWrUihUrwsPD9+7dS0RsBMBEiEig09bRixfho4+gqQnS0+HDDwmJC5EHaStCjUZz5syZuLg47c2tW7eOHj36zp07mzZt2rx5s5VslYJNo4gEOk2Ef/2lP3n7tknjQeRDsj5CfSJsaWmRSqU+Pj4A0NDQkJ2dvX79+sDAwI0bNzY2Nt69e5e4IE0Hh4wiEug0EaakdHISod4hbUXIZrMpFIpIJAKAEydOaDSaqVOnAgCHw6HRaFYyoR7XV0Mk0HFOvUAA2dn6k5gIUR+ROREGBwfv3LmzoKDgm2++GTNmjLu7OwCUlpaqVCo3NzfigjQd7CNEJNCxIkxPB4VCf1IigcZGU0eFyIRkTaPtpk989tlnCxcu/N///sdkMo8ePao9efToUWdn5yFDhhARnqlhHyEiAaMZFNC+XVR33snJdCEhkiFZRdguEc6ePbuoqCg3N3fYsGHazkIAGDZs2A8//EC1jrlIWBEiEjBsGtVWhMnJxtdUVEBoqOlCQmSiUun3fKZSobd79JkRutFtDw8P3ZaBWrNnzzZhPATDRIhIwKhptK4Obt40vga7CVGvkaxdFDomQqVSee3atYqKCoVhlwLAggULaDSaCQMjBo4aRSRgbw88Xtsfs1gMR46ARmN8DW5MgXrNMBGSoF0UjBLhhQsXli9fXlRU1PE6iURiDYkQR40icvD0hPz8tuP9+zu5ACtC1GuGHYQkrAhXr15NoVCOHj06bNgwRvt2XxY5ftzuYNMoIgfDRHjpUicXYCJEvUbmplGhUFhQUJCUlDRnzhwCAyIWJkJEDobdhJ3CplHUayQbMgqG8wiZTCaDweBZ98c/Tp9A5NBpIhw5Un+MFSHqNfJVhO0S4bPPPnvw4EECoyEcJkJEDoYzKHSeekr//b2lpV37B0I9R76KsF0f4fTp019//fVZs2bNnj3b1dXV8C4rHDVq3bUxsmydVoTTpsF//wu6wXAVFTBsmCmDQiRBvoqwXSLcsGFDRUVFRUXFyZMnja6zklGjOH0CkUPHRGhnB+Hh4OmpT4SVlZgIUW+QvCLMyMhQ6hYMaM8aRo0qlSCRtB3TaMDhEBoNQn3QMRHGxgKd3vnGFAg9EpJXhN7e3kTFYQ6wgxCRhrMzsNntvrlrdxrFRIj6juQVodatW7euXbtWWlrK4XDGjx8/YcIE04dFCOwgRKRBoYCHB9y7pz+jTYQdd2hC6FGRvCKUSqUrVqz49ddfDU9GRUX9/vvvgwYNMm1gBMAOQkQmXl76ROjq2tYdiBUh6jvyLbHWbk+Jt99++/fff3/nnXeuX7/e0NCQl5f3xRdf3LhxY+nSpUTFZ0pYESIyMcx5cXFAoRifxESIescwETKZxMXRf/QVoUql+vHHH7dt27Zp0ybtGScnp+DgYD8/v/nz55eVlZG+BxEXGkVkEhSkP54+ve2g41aFCD0q8vUR6ivC5uZmgUAwXfc/5gHtmdLSUpPGRQSsCBGZrF0LYWEAALNmweLFbSddXYH+4NtvQ0O7TzSEeoh8fYT6RMjn81ks1vXr142uyM3NBQDsI0TIsgwaBFeugEgEf/2l/7Si0cDdve1Yo8GiEPUGmStCJpM5b968119//aefftJuRqjRaJKTk5955pnQ0NAgw3YWksLpE4h8uFzjM9hNiPqIzBUhAOzevdvf33/p0qVcLtfDw4PNZsfHxysUip9++omo+EwJ+wiRNcBuQtRH5KsI202fcHFxycrKSkxMzMzMrK6udnR0HDdu3KJFi2xsbIiKz5SwjxBZA8OphFgRol4gX0VoPKGewWA8+eSTTz75JCHREAsTIbIGOKce9RH5KsJ2TaPp6el//vmn0RXnz59PSkoyYUiEwT5CZA2wjxD1EfkqwnaJcO3atXl5eUZXtLS0PP3002Kx2IRREQMrQmQNMBGiPiJzRSiVSvPz86OiooyumDRpkkgkKiwsNG1gBMCKEFkDTISoj8hcEYrFYo1GQ9EuxNQehUIRWMFu1lgRImvg6QnUB//va2vhIRuvIfRQZF5r1MHBwdnZ+a+//jK64u+//wYAf39/k8ZFBJxQj6wBgwEuLm3HKhVUVxMaDbJAhk2jZKsIKRTK6tWrP/74488///z+/fsAIJFIDh48+NJLL82ZM8ddtxwFeeE8QmQlsHUU9QWZm0YBICEhYdasWW+99ZaDg4OdnR2Xy12+fLm/v//3339PVHymhE2jyEpgIkR9Qb7BMu3mEbJYrGPHjp09e/b06dNNTU08Hm/y5Mlz5syh0WhExWcyKhXoBsbSaJ0sTIUQaWAiRH1Bvoqwkx3qp0yZMmXKFNOHQiyjcrCzMUMIkQTOqUd9Qb6KkNr9JdYBOwiR9cBEiPqCfBUhJsI22EGIrAc2jaK+wIqQtHA2PbIemAhRX2BFSFpYESLrYbQTk1pNXCjI0mg0IJfrb5IjEeoHy6jV6tTU1KCgoMGDB/fva1y+fPnUqVNVVVV+fn6rVq1ycHAwuiA/P//YsWO6m4sXL/bx8enfGLqFs+mR9eBywcEBmpsBABQKqK8HV1eiY0IWQi4HjabtmMUiybhCfUXY3NwcHx9fUFDQ76+xYMGC1tbW0NDQzMzMsWPHtrS0GF1w48aNPXv2ND+gJGLRJxwsg6wKto6i3iHfsjJgWBFqJ9G3GiaEflJUVMRgMADgueee8/PzS01NnT9/vtE1AQEBH3/8cb+/dM9h0yiyKl5ecONG23FFBYSHExoNshzk6yAEw4qQSqW+9tprn3/+uUgk6t/X0GZBAFCr1UKh0N7evuM1VVVVW7du/eqrr8rLy/v31XsIB8sgq4IVIeod8g0ZBaMJ9Ww2u6SkxM/PLz4+3sPDg0rVp8l///vfdHons+8fyebNm0NCQmJiYozO29nZTZw4kcVinT9/ftOmTSdPnpw4cWKnz3Dv3r1Lly7pdg/mcrmfffYZ+8Fvo6mpSZd0H1VdnQ0AR3tMpYoaGiS9ex4L1Ze3zso1NTUpFAqLe/ccHLgAbesn3b0raWjo56+/PSEUCikUitTwkxX1jEwmk0gkaiKGOdXU0ADaxnnQ6aqGhmbTx9AFjUbzxhtv6Jo2a2pqFApFt49ql9t+/vln7R9lxz0oEhIS+pgId+/e/fvvv6enpxvmV63p06dPnz5de7xx48b333//9OnTnT6Jo6PjkCFDpk6dqr3JYDCcnZ11TygSifi9rebkcv1P5+zM4vMt7HOtj/ry1lk5uVzO4/GYTCbRgTwaPz/9f8P6ehafT8wyilQq1dbWlpCXtmhSqZRGoxHyf5ZO1w+P4XKpZvi5sXDhQt1O8pcvX87Jyen2Ie1yW25u7oDEBbBv377PP//83LlznoZrWnQmMjLy6NGjD7vX3t4+IiJiyZIlnd7LZDJ7/XkkFOqPHR3plvax1ld9eeusHPMBogN5NIbjsqurqYTEz2QyqVRiXtrSqdVqpVJJyFtnWIWy2RQz/PXNmzdPd8zhcO7du9ftQ0wxj3D//v3btm1LSUnx9fXVnZRKpSdOnNAWoLpdf9Vq9R9//DFq1CgTRGUEB8sgq2LlfYQajebWnXs38osIaV20aKQcLGPc2tnY2HjgwIGbN2+2tLQcOXIEAE6cOMHlcnu9DLdIJFq1apWHh8dTTz2lPbNhw4YlS5Y0NDTMmTOnvLzcy8tr2bJlNTU1Xl5et2/fVqvV2q2ATQwTIbIqhrOFi4tBILCiP/vyqtpfj50prawBgFEhgauXzCPHZDjTIH8izMvLi4uLa2lpGTx4cENDg/bkrVu39u3bd+fOnd69AJvNvnTpkuEZ7YR9Nze33NxcNzc3APjpp5+uXr1aV1fn6ekZHh7e91E5vYCjRpFVsbOD4GDIzwcAUCggIwMee4zomAaeVCb/80xmxqUctbptTvj124XpF6/GTAgjNjALYji2icMhLo5+1S7lrFu3ztPT8+rVqyUlJXPmzNGenDdv3jvvvFNZWdlt916naDRaeGdzlOh0+siRI7XHXC43KiqqF0/ej7AiRNYmLq4tEQJASgr5E+HVG/m//3W2VWA8PvbYqfSAIYM93VwIicrikHxCvVgszsjIOHnypJubW2lpqe68r68vhUKpqKjoXSK0FFgRImsTFwdffdV2nJJCaCgDRiASF9wtzS8qLbhber9V0Ok1CqXyx1//fOvFZ5iWNgeGECRvGpVKpWq12tHR0eiK1tZWjUZDIXsjOlaEyNpMmQI0GqhUAAC5uVBbS54VRzUayLx07cLl3MqaOt3CmIZcnOzHjAg6nZalvVlT3/jHX2cXz5tu0igtEykn1OtHjTo4OLi5uWkn8Bmmvd9//53JZA4bNoyA6ExFpYIH006ASgUbG0KjQcgk7O0h7EHXmEYD584RGUw/ksrk3x06evh4ckV1J1mQTqfNmjJh0ysr5sZPnhA+Unf+fHbutVsPHQmhUqkqa+pr65tU2i8OVozkFSGFQnnllVe2bdvGZrOHDBkCAJWVlb/99tt77723atUqHqmrJKFQv566rS1J1lNHqFtxcZCd3XackgIPRnZbsJr6xu8OHatraOp4F5PJGD7Ub860qEHObQujLJw9tai0Unfxz4mnXZ0d7fi2AMBhs+VyeXF5VVFp5d2SitKKaoVCCQBUKsXR3m6Qk4OLs4Ori6OX2yBPNxcms5s2VYFIXFZRY8e39XIf1J8/LRFIWRG2GyyzcePGqqqqN998Uzu3xsvLCwAef/zxL774gpjoTAU7CJF1iosD3Vr3JOgmvH678ODvf8tk+u3yqFTKYA+34ACfYH+fId4eNFq7BXSYTMbKp+Z8sfeQUqkCALFE+tGuH7t+CbVa09B0v6HpPhQW615ikJOjl8cgL7dBPFsul8u24XC4HDaNRi0pr75bUlFUUlFT36i9eLCHa/T4MeGhwQwixsb3C5JXhABApVJ379796quvnjlzprKy0sHBITo6ety4cUQFZzLYQYisU1QUsNlt3/Hv3YPiYhgyhOiYHkImV5SUVzvY2Q5yNh7HoL331LmLyRlZhm2h3p5uq5c87mjf1XdbL/dBj0+P/uOvs70OTK3W1NQ31tQ3Xr6e1+3F5VW1h/44eexk2sSI0KjI0Q52ff24kcnkt+4U5+YV3m8RODs5BPh4+vl46UreTonEksqaerVaM9RvcMcFL7tF/opQa+jQoUOHDjV9KATCXXmRdWKzYcIEOPsgC6SmwurVhAbUgVQmv5lfdO3WnduFxdrGSd/B7hPCQ8NDg1lMBgA0329Ny8q5kJ0rkcoMHzg+bMSix6f1pPCKnRCef7fk9p3iri+z5/OoVEpzS2uno28eiVAsOZ2WlZyRPWbE0LioiMEejzxISSiWXL95525pdUFRqeLBBq5FpZVZV28CAN/Wxs/H09GBT6NSOWwWlUJls5kNTS2VNXVVNQ0tgrb1JD3dXJYumNnpq6tUKqPqWYf8FeHChQuDg4Pj4uImTJjAJk2u74xCAZs2QXp627p5WBEiqzVtmj4RJiebUSK8VXAvM/t6/t0SbbulTkl5dUl59R9/pYaNDJbJ5dduFRotk0aj0f7fY1MmjxvdwxeiUODZJ2f/mpRcVlkjVyiUSpVGo5FIZRQKxdXF0d/H08/HK8DXS1tZKpTK+sb7dQ1N9Y3NFdX1FdW19Y33Nd3lRiqVOsjZoba+yfBKtVp9JTf/Sm5+4JDBcVERIUP9uhid0Hy/taKmvryqtqKqtqK6rrml86kgWq1CURcDf3Qqa+o//+ZQXNTYWVMmMhh0AFAqVddvF2ZeulZUWunq7Pj0/BlDvD2MHkX+RMjn87/66qsPP/yQw+FMmjQpLi4uLi4uLCzsYV8NLNfmzfCwfk9MhMiqPNjKBQDg7FnQaIgfLCaWSA8fT76Sm9/FNTK54p8rNzqe5/NsVi9+3M/n0SY9cznslU/N6cmVDDrdw9XZw9VZH4lMXlFdV1FdV990XySWiCVSsVgqkkilMtkgJwd/Xy9/Xy9/b08Wi9nY3JJx6do/l2+IJe12niosLi8sLndzcfLxcuPzbHi2NjwbLofNqm+6X13bUF3XUFPXaFTv9he1Wn0m/dL124WPT48urai+eOWmQNQ2gL6mvnHHvl+mx4ybNWWCYQsq+RPhDz/88N133125ciUlJSU1NXXbtm2bNm2yt7ePjY397bffCFn5rB+pVCqVSs1kMnJy4MsvH3qZm5sJY0KIaGPHgp0dtLQAANTWws2bMHJkd48ZSLfvFP909JSu+c4Q39ZGIBI/rPyyteFGRY6KnRBmwzXpwl8sFlOb7bq90snB7okZMY9NnXj5et65f65W1zYY3qvtaOxFAC5O9qNChvr5eFZW1xWVVhaXVcrkXe3AR6fTnBzsauv1A2vrGpr3/XSs45Vqtfrk2X/yCkuWL3xM1+9oFX2ENBotMjIyMjJy48aNly9f/uCDD44fP56YmKhUKi0xEYol0nullffKKotKK8sqa5RKlS2Xd+jbRUpl553JLi7w8ssmjhEhItHpEBMDSUltN1NS+i0RqlSqllahvR2v0xEZCoWyrLJWplA42tuz2Uw2i0WjUU8kn//nSq5RpnNxsh89PGjMiKGDPVwbm1suXr158cpNw2Vi3F2dYyeER4weZhFDMZkMxsSxoRPCQ/PvlqRkZhcUlXb/mA5oNJqbi+Oo4UNHhQTqytORwf4AoFarK6rrqmrqhWKJWq2RymQqtVomk3M5HE83Fw83Z1dnRyqVeruw+JdjZ5rvt3b5OgAApRXVn3x94PH4ycOD/J0c7IwqQolUVlXbIBSJ/X08bW24vfhZzIHx301JSUlKSoq2IqytrQ0ODn7ppZfi4uLMcNOprt0uLE46lV5VW2/0nyrjbFB5qT4Lxs05GTBU5j7IycPV2cvdedIEB6J2KEXIlDQaqG1oLKuoUavVw0d6JCU5ac+npMCKVYL6xvv1jc31jfebW1rZLCaNRmMxGUwGg0Gns9kszoN/bDaTTmv7DFGr1TK5XCyRaj+FK2vqa+obVSo1k8HwdHfx8XTz8XL3dHNpbG4pKq0sKq0oq6ztdnL6YA/Xpx6f5uPlrjvj5GA3O27SrCkT8wqLL+fmAcC4MSOC/H0Ib859VBQKDAv0HRboW1Fdl3r+8tUb+SpVVxtCsVlMDzcXL/dBg90HeXm4OvBtZTJpx4XAAIBKpXp7unl7dtO0FRI4ZPMrK46dTs+8dM3wQ5LDZo0bM9zHyz3xZJquLpfLFUdOpB45kcpiMnJvzwfw1p4/durMpYLrugfOmxE9cewoi/tdgFEinDhx4j///OPp6RkXF/fpp5/GxcVZ6PqiCqXyv78clxpMJ9IStPAvpU/S3Rw6PH/YqJsA0CAobBBA7l04dYHm6eYy2MPV29PN29PVcOA1h80e0F+wWq3uxVBmhHpOKJbU1TcVl1UVlVYUl1UJxRLt+aZ6Z4AV2uPTZ+SbP/6OSu23XfrkCkVxWVVxTexwoAAAIABJREFUWdUjPYpKpU6PGTczdgKN1sl/CiqVMjzIb3iQXz/FSCQv90HLFz42f2ZsaUW1QCRuFYgEIrFQJBaKJPZ2PHcXJ3c3Z3cXJ4f2k0CkUunDnrDnWCzmornTwkYG/5p0pqau0cfLPSpyVNjIIO2aq8MCfX85dsZo0I1MrhAI9O2uUrm+BVsilf1y7Ez29bwl86a7unSSoc1Zu0RYWVnJYDDCHrDQLAgASqWq01bys3/NUMjb1oBgc6RR8alGF6hUqrLKmrLKmvPZ1zt9ZiqVwmaxaFQqi8Wg0+kcNovLZnM4LA6bxWYx1RqNVCqTyuRyuUKuUNKoVFtbLs+Gy+fZ2NpwGXSaVCYXS6RiiVQikYkkUqFILBJLRGKpSCJRKJR2PNvgAJ/gAN+gAB+exTYyqNXq0ooaKo3q7eFmid8NLVeLQFhQVNbSKgQAuUKhrbeUSlVjc0tjc0tDc4usw1dDLUeXBhtbkUhoAwByGbOu2s3N89HyVv9yc3F6ZuEsn+5qGjLh2XJHBPsT8tIBvl6bX10pVyiM1hy34XJWL3k86+rNIydSDYsKpVKfNWh045q+qKTi46/2T48ZPz060oJGWbZLhDdv3szKykpOTj548ODrr7/u4uISExMzbdq06dOnG24ub/44bNaM2PGnzl2kUMB9kLO/r5eft+fli7677+n7dpevvusXYFtVK32kLarVao12xFeHvVz6QYtAmJVzKyvnFoUCXu6uwwJ9Rw8f2os5RoSQSGV5hcU38otu3ynWvkVug5ymThobMSqETreY/w8WRyZX3C0uLygqzb9bWl3X0P0DHsLTp+zOrbb1hMuLvfsrEXLYrC6GOzo58B3s+EqVSiqTS6UyiUwOAJMjRz8WN9EievvI5GE7b4wLGxHo552elVNWUVNV2yASS1Qq/X9nGl1Fo9FcnR0a77fqvmYplaq/Us7n3CxY8/QTLk72poi+zygPG4JVXl6ekpJy5MiREydOAIBEIjGHmYXPP/98RETEmjVrOr23urra3b2tO6GuDvZ8oxAKaLqmle+/hwebDcPUqZCcDBQKyBWK8qq60vLq4vKqssqaph50HZuYdpn8sJHBA7pfmuFb162m5pZ7ZVVCsUQslogkUrFE2twiKCmv6rSTg29rEzNhTFTkaC6H+L+fgdDQ0MDn803fiV5WWZP2z9WrNwuMptn1HIfNGuLtwbPhtgiEqac9/vi5rdfAwfn+6LBKDofN5bA4bJZaDRq1WqVWK1UqtVqtVKmUSpVSqVQq1UqVUvcBQqFQaDQahUKx5bJtbWx4NhxbWy6DTpfJ5K1CUatA1CoUiSVSOp1uz7e15/Ps7XigUVMoFIsbf2AOlEqlUqk0/WeyTK74+SdqbW1bLjz+1/1Z0/k0GrX5fuvh4yk3C4oML+bZcl98diGxy6smJibu37//6NGjXV/WydcuiUSSmZmpHTJz9epVAPDy8rKs7iu1GuLi4ObNzr/jcDiwd2/bZCkmg+Hv4+n/YNaRUCQuq6otr6wtq6ypqK4zbBAwmvpjMvWN90+nZZ1Oy3JxcvD38Rzs4TrYw9XT3aWLvdPUao1YIlGp1bqv1Rw2SyiWVNc2aKclVdU2SKQyH0+32InhPf8zFUukOTcLsq/dvldW2fPFNVqFouNnMk+lZc2IGRcfPR4bS/tIpVJfv33n3D9XH7XXDQCYTIaTg52nm8sQbw9/Hy8PV2fdPjNzpsAfP7dd1txgf/Z0P36RZwIwAbpa9As9Onqnn94Dr93Hjqebvbb508Ge/8Ky+Vdv5B85kSoQts1EFAjFO7//9fln5gf0YG5Jp+oamtL+ybmcm0ejUSNHD4+KHOXsOCAlZru3cseOHUlJSRcuXJDJZE5OTrGxsatWrZo6dWpQUNBAvPbAaWiAmzcfeu+WLRAQ0PldtjbckMAhIYEPXW9RpVLJ5AqlUiVXKBUKhVgqk0ikYqlMIpXK5UoKBThsNovJYDIZLCZDqVQJROJWgVAgFAvFErlcweGwuWyWDZfD4bC4bDaXy7blcmy5HBsbLp1GLS6ryrtbkn+3tLyqtmOlXt/YXN/YfPHqTQCgUikuTg7aXMjlsAAoACCVykQSqUgs6eHc25q6xqycW0H+3lOjIuxtOv9qqdFoahuayiprr9+6c+tOcQ/3oLHhcqQymWGBKJcrjp/JrK5rXDp/JraU9o5Go8m4dO1MWtb91k7m2AEAlUr1HezuO9idRqUyGQxtDw2VQrG34zk52Dk52PFsH9rx7OMDAQFw9+5ABY9IyWj5kbCRwcEBvoaLIUiksq/3H1n11NxH6gHVaCCvsDjtn6t5d4t1H4Qpmdmp5y+HBA6ZPH50SOCQ/t0it13T6LBhw7y8vKZNmzZt2rQxY8aYYRXYw6ZRjQaiouDChU6uiYyEzEww852ohWJJfmFJzs2CvMIS3UKCA0o7J1fXeslhs+obm8uqasurah82wqIj90HOI4L9RwT5+Q72aBEI0/65ej77utHY3YAhg9c8PY9MzaSmaRqta2j+6ejJotLKjnc5O9qFDPULDvANHDKYzep9GJ9/Dm+91YcQkZUJD4dLl6BjltBoIPHUudTMy7ozVCp14Zypvl7uEqlMo9EolEo6je7t6drxc6C6ruFG3t2snFt1Dc1dvLSzo938WVNChz2koDHQw6bRdomwi4VWzUTP+wiFQjh8GOrr213g4gKLFoGt7UCH2W+kMvmNvLs5NwvyOqy4SCAKBYZ4e3q5D7LhsLlcjg2HzeWy3V2cHB3sjK6UyuTns68nZ2QLH6zbBABuLk5rly9w6nCxhRroRKhWa85duPJnSqZ2yWkdCgWCA3xjJoT147fjkychNxf6vqh0D8lkMuwj7B2lUimXy7lcwsaWOznBokVdbVFwJj3r+JmMLv6WKBRwdXHy8/bw8/Z0sOfnFZZcv11Y39hV/jNEp9M+eHutbXerCPWmj1CbBUUiUUFBQVlZGZfLDQsLc3Z2fshjzZqtLaxaRXQQfcZmMSNGh0SMDpHJ5GWVNdoSrbyq+3V+uRw2nUZTPmjJFEukTAbD1cXR3dXZfZCTh6uLUqU698/VwntljxTPIGfHiFHDxo4KcXbsURpjs5hxURGjhw/dc+B33ZJONfWNX+w99MKyBVY1Pr53auobD/1xsqS82vAki8mIHDM8ZnxYv8/WmjkTZs7s36fsSmurjEql2tpiInxkUqlSLJY6OprvJKv46HE2XO6vSafV6s4/qTQaqKlrrKlrvHC5kzVjdYZ4e8SMD1Op1RkXc0oq9P8RlEqVRCLrNhH2ULtEqNFotm3b9tlnn4lEbZMDGAzGypUrd+zYweGYdPk+ZITFYgb6eQf6tS3oIJXJG5racqFuFA+LyeRy2Np9QXtSIYQOCyivqk3JzM65eaeLOSS2XM5gT1dvT7eRwwJ6l7qcHOzeeP7p7346dre4XHtGIBRv3/vT2NDg+OhxboOcevGc1iD72u2fE08btY2PCPZfPC/ejmc5zRrIWk0cO9KGy/7x8J+9aM2i0WhhI4NiJoTpPnMiR4eUVdZkZF27ciNfoVCODx/Zj3Mz2iXCTz755P333587d+7TTz/t4eHR2Nh44sSJH374QSaT/fjjj/31kqjv2CxmvwxKHuzhumLRnHnTW89fymGx2dpRNhoNSKRSGy5nsIert4drxwbPXuBy2C89u/DQ0ZO6zUvVavWla7ezr+eFDguIjxmH1aEhtVpz/ExGcsYlw5M2XM7C2VPHjhpGVFQIPapRIYEvr3jy77MXxBIZALBZTCqVSqfRWgTCqtr6jsUinU4L8vMJDQkIHRbQceVSb0+3pQtmLpwTJ5XJ+ve7oD4RajSaL7/88uWXX961a5fu5Pz588PDw19++eVPP/100CAip4OggeNgzw8fObTn8wh7h06nLV8429GefzotS3dSo9Fcv114/XbhEG+PAF8vHy9338HuVl7uSKSy/b+duFVwz/DkqJDApx6P72LYJ0Lmyd/X6+WVizqel8nkJRXV90or75VVCUViVxfH0GGBw4cOYXU34IvFZGj3ZO5H+kTY3NxcV1e3bNkyoyueeeaZF1988c6dO5gIUR9RKDA3frK3p9ufyZk1de12nDFcjtKezwv0GzzdKltN6xubv/1fouF2PAw6ffG8+MgxwwmMCqF+x2Ixg/x9gvx9iA4EwDARcjgcGo1WUVERGRlpeEVlZSUA8LsYHoTQoxgVEhg6LCA37+6ZtKzSypqOF9xvFWRfu33t1p35s2InR/Z0n3ESKCqt/PZ/Rw2XbrDj2a5ZOs9w+wWEUL9rlwhjY2PfeOONIUOGjBkzRnuytLR09erVgwcPHj4cv5CifkOhUEaFBI4KCcy/W3o6PavTwasKhfJwUnLB3dKn588g07zDh6mortt78A/DxRB8vNzXLJ1n5Q3FCJlAu8Eyu3fvjo2NDQ8PDwoK8vT0rK+vv337NpPJPHbsmJnPL0QWKjjAJzjAp+l+a3FZVWlFdUlFdUVVneE4yeu3C8sqa559cnZPdgC3XPWN97/ef8QwC0aMDlnyxHRcexohE2j33yw4OPjGjRtff/11Wlpac3Mzj8d77bXXXnzxRT8/Muz7hcyWoz3f0Z4fHhoMACqV+sqN/N+OJ+uWpGluEez84dexo0JGhQQGB/h0sciqhWoRCL/68TfdCo0A8NjUibOmTiQwJISsij4R1tXVFRQUDBo0aPPmzVu3biUwJmTNaDRq5OgQP2/PHw//Wfpg/qxarbmUc+tSzi0Ggx7s7xM6LCAkyI9va0NsqP1CLJF+/eORxuYW3ZmpUWMxCyJkSnQAUKlUq1evPnDggHaC9pAhQ44dOzZy5EiiY0PWy9nR7vU1S06kZCZnZBuuoaNQKG/kF93IL6JQwMPVJSjAJ9jf19/X00LLRLFEuvd/R6tq9fsIjhsz/IkZscRFhJA1ogPAd999t3///ri4uFmzZpWXl3/77bfLly/PyckhOjZk1Wg06uPTo4P8fX46eqrjPpEaDVTW1FfW1KdmXqbTaY72dtqpRWw2i0qhsJgMWxsOz9bGhsux5XL4PJsAXy8z6eeuqWssKa8qLq8qLq+uqWs0TPMjg/2fnj8Dd6pCyMToAHDy5MkJEyacOXNGu3Tv6NGjV65cWVNT4/b/27vzsKbOPQ/gbzaSEHaSEDZZggUtULVyZbF6C8VrW3EX0EsvKFAfpmor81jtY6916WJx4U4ft47yzFRKwVEsHXhkWjroHQIPiAGUCwphCwlhMRCFkARqcuaPY9Nci4qBcBLy+/x1zslZvslzyI+c85735UFnH4BggXyfTzLT2rukd+62Nd5rN7yEqPfokXZAPvTs/bhz2bvSEqarZ0LjNLd2lvwskMj6J3w1wNdra0KcGQ75AsCsR0UIicXiVatW6Tuwj42NRQh1dXVBIQTmgEwm4/2sbng7uqfvfuPdtqbWju6evqd15juh3gH517lXd26LJ+Qiaru4p7isor1L+rQVvNy57yato9GgjSgABKAihNRqteFwHiwWCyGkUqmeuhEABPHkcTx5nJWvR6g1Y60d3S1t4nvtXfcHH0xm2y5J739cKknfspZMnrmLjz1994t/qmhq7ZjwVRKJxOO6BgfyY5f9gcmgz1gqAIChx/+BymQyoVCIT4+MjCCEWltbHR1/623ZPMfpBVaLyaDjj+QjhIaVoyq1Bh+uT6UeQwjTjI0PK0dHR9VKlbpD3KO/GvmPe+3/VVyWuGbFzIQUdUrOflP4xPARJBIpkO/D9/H09fbw9XafylC6AIBp8bgQnjp16tSpU4YvZGRkGM6q1WoGY/b37gEskYMd6xmPUmjGxv/tQoG0dwCfray94+Rgv/L1iBkIVvKz4Ikq+HKgf1zsa548zgwcHQAwSVSE0OHDhx88eM7FJZplNk8HgEG3yfjLhhP//t3Qrw1trpVXOjnYhb9q2geEuiS9HeIe/WyAr1dc7Gv+Pp4mPSgAwAhUhFB8/ARjZAAwazjYs/7lLxuyz+ePqtQIIQxD+T+UkcjkJaYc0uF/BbX66flz/TKSN5juWACAqYDbfsAquHFcths0y9TpdHlXS6+VV2Ev0PL0BciHHty5K9LPRi8NM8lhAADTAQohsBZ+czxS4lfpm4xiGCotr8q7WqrVaqf9WNerhPqnO7zcuYH8OdN+CADAdIFCCKxI6LyArQlxho/r1dQ3nb1YaDjsw9Sp1Jrqun/oZ2Pg5yAA5g0KIbAuC15+aefWeDvWbw/OtrR3Z5/PfziinK5DVNQ0jI//gk87O9ovDA6crj0DAEwBCiGwOn5zPDLf3cJxddYv6e2X/+elkmm5X/jokfb/qn/rp/ePEa9SKPBXBoBZgz9RYI04rk7/un2L4cMMbV3S2oamqe+59nbzsHIUn2bQbSLDQqe+TwCASUEhBFaKZcvcsXVTIN9Hv6Tof/6uUmumsk8MQ+WVt/SzUWGvQMcxAJg/KITAetGo1M1rV+jbzoyMqkrKBFPZYXNrR9/AID5NoZCXRyyaakQAgOlBIQRWzdXZ8U/Lw/Wzgtrb3T19xu1K2juQX/STfnZhcKCzo/1U8wEATG8mCqFWq83Jydm+ffvRo0eVyonb5lVUVOzcuXPPnj337t2bgUgA6MUsDeOyXfBpDMMu/ffP2Is3m2kWdf7tQoFh01N4agIASzEThfDDDz88c+ZMZGRkdXV1XFzc71e4fv16XFxcYGAgi8WKjIyUSCQzkAoAHJVKiY+L0c929/QJam+/0B6q65q+zv1+bGxcv2TpH17xcudOW0QAgCmZfCDQhw8ffv3110KhMDAwcPPmze7u7jU1NUuWLDFc59ixY/v379+xYwdCqK2t7dy5c5999pmpgwGgF8j3eTU0SHjn8dWIkjKBhxvHwc6WRHrWf4oYptOMjVfVNghqGw2XRy9dvPZPy00YFwAwrUxeCOvr652cnAIDAxFCNjY2S5curaysfKIQVlZWHj58GJ+Ojo7+5ptvTJ0KgCese/OPTS0dmrFxhJBKrfnb+XwjdkImkza8Fb0sfOF0pwMAmJDJC2Fvby+bzdbPcjgcmUxmuMLo6Ojw8LB+HQ6H09vb+7S9tbe337x5s6SkBJ9lsVhZWVn6gRKHhoZguCjjwEeHEFoevuDHv980enMalbr+zWVBfG+5XD6NqWYxpVJJIpE0mik9smKdxsbG1Gq1TqcjOojZwTBs9+7d+PDyCKG+vr5ffvnluVuZvBDS6XTDHOPj40wm03AFGxsbMpmsX2d8fPwZIwCz2Ww+nx8dHY3P0mg0LpdLJj++fqVWq52cnKb5DVgH+OgQQiuWhzfe65D1G1PG7Fm2aVtWz/HkTXuqWYxMJpPJZDs7O6KDWB6NRkOj0eBvdkIJCQmjo487tbh161ZdXd1zNzF5IfT09JTJZFqtlkKhIISkUmlExD8NDk6j0TgcjlQqnTt3Lr6Cp+dTBy91dHQMCwtLTEyc8FWRSOTl5UUikab1HViFrq4uNzc3Gxtrf/o7/c/rvi+9rng4ghDSjI09u/koiURm0G1UKhWX7RK/egXbxXGmYs4Sg4ODVCoVvs2NMDo62t/fz+VCg6wJGDbJZDAY7e3tz93E5IVw8eLFdnZ2paWlq1at6u7urqmpuXjxIkJIKpW2tLTExMQghNatW5efn//6669rtdpLly4lJycbd6yUlJSqqiovL6/pfAPWYe/evVlZWUuXLiU6CMHYLo7pf177QpskJib6vfkmVEEj5OTk0On0Q4cOER3E8hQVFVVVVUFziuli8kJIoVCOHz+ekpISExNTVVWVmZmJF6obN2588skneK3et2/fa6+99tZbbw0ODpLJ5Hfeece4Y+l0OrhobhwMw+CjMw58dEaDj85oOp3OiKddwdOYvBAihBISEiIjI+vq6g4cOPDyyy/jC+Pi4vRtR318fO7evVtRUcFkMqOioqjUmUgFAAAAoJkphAghb29vb29vwyWOjo6Ojr9dTWKxWCtXrpyZMAAAAICehf32kkgkLS0tt27dmvDVBw8efPTRR9AIzQidnZ3Hjx/Py8sjOojlEQqFAwMD1dXVRAexPDd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", + "image/svg+xml": [ + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Set parameter Username\n", + "Set parameter LicenseID to value 2696463\n", + "Academic license - for non-commercial use only - expires 2026-08-19\n", + "-------------------------------------\n", + "7246.7235\n", + "\n", + "\n", + "RESULTS:\n", + "Objective cost = 7246.72 $\n", + "Minimum H2 demand = 3245.58 kg\n", + "Amount of H2 demand = 3245.67 kg\n", + "Max SOC = 123.00499999999997\n", + "Total computing time = 0.03700900077819824 sec\n", + "Nodes Explored = 1\n", + "\n", + "--------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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false\n", + "\n", + "stack_plot = false\n", + "\n", + "\n", + "single_week = [1,2,3,4,5,6,7]\n", + "\n", + "cost_week = DataFrame(\n", + " baseline = Float64[],\n", + " A_ideal = Float64[],\n", + " C_protocolsI = Float64[],\n", + " C_protocolsII= Float64[],\n", + " C_protocolsIII = Float64[],\n", + " B_ideal = Float64[]\n", + ")\n", + "\n", + "grid_week = DataFrame()\n", + "\n", + "for d in 1:length(single_week)\n", + "\n", + " date = d\n", + " include(\"data.jl\")\n", + " grid_week[!,Symbol(\"day_$d\")] = lambda_M\n", + " \n", + " # Baseline operation\n", + " # T, lambda_M, total_p_prof, s_prof, p_prof, optimal_cost_0 = flex_scheduling(date, N_stack_A, C_stack_A, ramping_baseline, baseline_true, stack_plot)\n", + " optimal_cost_0 = flex_scheduling(date, N_stack_A, C_stack_A, ramping_baseline, baseline_true, stack_plot)[end]\n", + "\n", + " # Scenario A with R = 1\n", + " optimal_cost_A = flex_scheduling(date, N_stack_A, C_stack_A, ramping_full, baseline_false, stack_plot)[end]\n", + "\n", + " # Scenarios B with R = 1\n", + " optimal_cost_B = flex_scheduling(date, N_stack_B, C_stack_B, ramping_full, baseline_false, stack_plot)[end]\n", + "\n", + " # Scenario C with Protocols I\n", + " optimal_cost_C_I = strc_scheduling(date, N_stack_C, C_stack_C, \"v1\", minmax_false, stack_plot)[end]\n", + "\n", + " # Scenario C with Protocols II\n", + " optimal_cost_C_II = strc_scheduling(date, N_stack_C, C_stack_C, \"v2\", minmax_false, stack_plot)[end]\n", + "\n", + " # Scenario C with Protocols III\n", + " optimal_cost_C_III = strc_scheduling(date, N_stack_C, C_stack_C, \"v3\", minmax_false, stack_plot)[end]\n", + "\n", + " push!(cost_week, (\n", + " optimal_cost_0,\n", + " optimal_cost_A,\n", + " optimal_cost_C_I,\n", + " optimal_cost_C_II,\n", + " optimal_cost_C_III,\n", + " optimal_cost_B\n", + " ))\n", + "end\n", + "\n", + "XLSX.writetable(\"results_week.xlsx\", \"Grid data\" => grid_week, \"Opt cost\" => cost_week ; overwrite= true) # make tables of results in Excel\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0f94a083", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
7×6 DataFrame
RowbaselineA_idealC_protocolsIC_protocolsIIC_protocolsIIIB_ideal
Float64Float64Float64Float64Float64Float64
121362.913709.511177.711159.511156.911098.9
219776.512123.09810.779788.49782.139766.17
319968.512974.710397.410368.210347.310338.0
422322.911064.09032.648981.078949.298919.26
515964.210072.28017.467968.257938.887930.54
625364.113025.711091.410988.510920.010879.8
714144.39319.587256.327248.597246.727234.88
" + ], + "text/latex": [ + "\\begin{tabular}{r|cccccc}\n", + "\t& baseline & A\\_ideal & C\\_protocolsI & C\\_protocolsII & C\\_protocolsIII & B\\_ideal\\\\\n", + "\t\\hline\n", + "\t& Float64 & Float64 & Float64 & Float64 & Float64 & Float64\\\\\n", + "\t\\hline\n", + "\t1 & 21362.9 & 13709.5 & 11177.7 & 11159.5 & 11156.9 & 11098.9 \\\\\n", + "\t2 & 19776.5 & 12123.0 & 9810.77 & 9788.4 & 9782.13 & 9766.17 \\\\\n", + "\t3 & 19968.5 & 12974.7 & 10397.4 & 10368.2 & 10347.3 & 10338.0 \\\\\n", + "\t4 & 22322.9 & 11064.0 & 9032.64 & 8981.07 & 8949.29 & 8919.26 \\\\\n", + "\t5 & 15964.2 & 10072.2 & 8017.46 & 7968.25 & 7938.88 & 7930.54 \\\\\n", + "\t6 & 25364.1 & 13025.7 & 11091.4 & 10988.5 & 10920.0 & 10879.8 \\\\\n", + "\t7 & 14144.3 & 9319.58 & 7256.32 & 7248.59 & 7246.72 & 7234.88 \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m7×6 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m baseline \u001b[0m\u001b[1m A_ideal \u001b[0m\u001b[1m C_protocolsI \u001b[0m\u001b[1m C_protocolsII \u001b[0m\u001b[1m C_protocolsIII \u001b[0m\u001b[1m B_idea\u001b[0m ⋯\n", + "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float6\u001b[0m ⋯\n", + "─────┼──────────────────────────────────────────────────────────────────────────\n", + " 1 │ 21362.9 13709.5 11177.7 11159.5 11156.9 11098. ⋯\n", + " 2 │ 19776.5 12123.0 9810.77 9788.4 9782.13 9766.\n", + " 3 │ 19968.5 12974.7 10397.4 10368.2 10347.3 10338.\n", + " 4 │ 22322.9 11064.0 9032.64 8981.07 8949.29 8919.\n", + " 5 │ 15964.2 10072.2 8017.46 7968.25 7938.88 7930. ⋯\n", + " 6 │ 25364.1 13025.7 11091.4 10988.5 10920.0 10879.\n", + " 7 │ 14144.3 9319.58 7256.32 7248.59 7246.72 7234.\n", + "\u001b[36m 1 column omitted\u001b[0m" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cost_week" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "589650c4", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Julia 1.11.6", + "language": "julia", + "name": "julia-1.11" + }, + "language_info": { + "file_extension": ".jl", + "mimetype": "application/julia", + "name": "julia", + "version": "1.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}