From 2091f85cbe954777637360eec6e7e5261a6294ec Mon Sep 17 00:00:00 2001 From: Luca Bonaldo <39280783+lbonaldo@users.noreply.github.com> Date: Sun, 12 Nov 2023 21:20:34 -0500 Subject: [PATCH] Add new tests for seven modules. Include GH workflow. (#563) This PR adds seven more tests to GenX: three-zone, multi-stage, electrolyzer, VRE+storage, piecewise_fuel+CO2, TDR, and Method of Morris. The tests are passed if the value of the objective function is consistent over time (up to the tolerance of the solver). The tests for the TDR validate the clustering by computing the rand index and the mutual information and comparing the output files. For the Method of Morris module, we are testing if the module is correctly built and if the output is consistent over time. --- .github/workflows/ci.yml | 42 + .github/workflows/ci_test.yml | 15 - .gitignore | 6 + CHANGELOG.md | 3 + Project.toml | 4 +- src/GenX.jl | 1 + src/additional_tools/method_of_morris.jl | 13 +- .../time_domain_reduction.jl | 21 +- test/Electrolyzer/Demand_data.csv | 121 + .../Electrolyzer/Energy_share_requirement.csv | 2 + test/Electrolyzer/Fuels_data.csv | 122 + test/Electrolyzer/Generators_data.csv | 7 + test/Electrolyzer/Generators_variability.csv | 121 + test/Electrolyzer/Period_map.csv | 366 + test/Electrolyzer/highs_settings.yml | 7 + test/MethodofMorris/CO2_cap.csv | 2 + .../Capacity_reserve_margin.csv | 2 + test/MethodofMorris/Demand_data.csv | 121 + .../Energy_share_requirement.csv | 2 + test/MethodofMorris/Fuels_data.csv | 122 + test/MethodofMorris/Generators_data.csv | 5 + .../MethodofMorris/Generators_variability.csv | 121 + .../MethodofMorris/Method_of_morris_range.csv | 9 + .../Minimum_capacity_requirement.csv | 4 + test/MethodofMorris/Period_map.csv | 366 + test/MethodofMorris/highs_settings.yml | 8 + test/MethodofMorris/morris.csv | 9 + test/MethodofMorris/morris_true.csv | 9 + test/MultiStage/Inputs_p1/CO2_cap.csv | 2 + .../Inputs_p1/Capacity_reserve_margin.csv | 2 + test/MultiStage/Inputs_p1/Demand_data.csv | 121 + .../Inputs_p1/Energy_share_requirement.csv | 2 + test/MultiStage/Inputs_p1/Fuels_data.csv | 122 + test/MultiStage/Inputs_p1/Generators_data.csv | 5 + .../Inputs_p1/Generators_variability.csv | 121 + .../Minimum_capacity_requirement.csv | 4 + test/MultiStage/Inputs_p1/Period_map.csv | 366 + test/MultiStage/Inputs_p1/Reserves.csv | 2 + test/MultiStage/Inputs_p2/CO2_cap.csv | 2 + .../Inputs_p2/Capacity_reserve_margin.csv | 2 + test/MultiStage/Inputs_p2/Demand_data.csv | 121 + .../Inputs_p2/Energy_share_requirement.csv | 2 + test/MultiStage/Inputs_p2/Fuels_data.csv | 122 + test/MultiStage/Inputs_p2/Generators_data.csv | 5 + .../Inputs_p2/Generators_variability.csv | 121 + .../Minimum_capacity_requirement.csv | 4 + test/MultiStage/Inputs_p2/Period_map.csv | 366 + test/MultiStage/Inputs_p2/Reserves.csv | 2 + test/MultiStage/Inputs_p3/CO2_cap.csv | 2 + .../Inputs_p3/Capacity_reserve_margin.csv | 2 + test/MultiStage/Inputs_p3/Demand_data.csv | 121 + .../Inputs_p3/Energy_share_requirement.csv | 2 + test/MultiStage/Inputs_p3/Fuels_data.csv | 122 + test/MultiStage/Inputs_p3/Generators_data.csv | 5 + .../Inputs_p3/Generators_variability.csv | 121 + .../Minimum_capacity_requirement.csv | 4 + test/MultiStage/Inputs_p3/Period_map.csv | 366 + test/MultiStage/Inputs_p3/Reserves.csv | 2 + test/MultiStage/highs_settings.yml | 12 + test/PiecewiseFuel_CO2/CO2_cap.csv | 2 + test/PiecewiseFuel_CO2/Demand_data.csv | 25 + test/PiecewiseFuel_CO2/Fuels_data.csv | 26 + test/PiecewiseFuel_CO2/Generators_data.csv | 4 + .../Generators_variability.csv | 25 + test/PiecewiseFuel_CO2/highs_settings.yml | 7 + test/TDR/CO2_cap.csv | 2 + test/TDR/Capacity_reserve_margin.csv | 2 + test/TDR/Demand_data.csv | 8761 ++++++++++++++++ test/TDR/Energy_share_requirement.csv | 2 + test/TDR/Fuels_data.csv | 8762 +++++++++++++++++ test/TDR/Generators_data.csv | 5 + test/TDR/Generators_variability.csv | 8761 ++++++++++++++++ test/TDR/Maximum_capacity_requirement.csv | 4 + test/TDR/Minimum_capacity_requirement.csv | 4 + test/TDR/Reserves.csv | 2 + test/TDR/TDR_Results_test/Demand_data.csv | 1849 ++++ test/TDR/TDR_Results_test/Fuels_data.csv | 1850 ++++ .../Generators_variability.csv | 1849 ++++ test/TDR/TDR_Results_test/Period_map.csv | 53 + .../time_domain_reduction_settings.yml | 60 + test/TDR/TDR_Results_true/Demand_data.csv | 1849 ++++ test/TDR/TDR_Results_true/Fuels_data.csv | 1850 ++++ .../Generators_variability.csv | 1849 ++++ test/TDR/TDR_Results_true/Period_map.csv | 53 + test/TDR/TDR_Results_true/clusters_true.jld2 | Bin 0 -> 50060 bytes test/TDR/TDR_Results_true_LTS/Demand_data.csv | 1849 ++++ test/TDR/TDR_Results_true_LTS/Fuels_data.csv | 1850 ++++ .../Generators_variability.csv | 1849 ++++ test/TDR/TDR_Results_true_LTS/Period_map.csv | 53 + .../TDR_Results_true_LTS/clusters_true.jld2 | Bin 0 -> 50060 bytes test/TDR/time_domain_reduction_settings.yml | 151 + test/ThreeZones/CO2_cap.csv | 4 + test/ThreeZones/Capacity_reserve_margin.csv | 4 + test/ThreeZones/Demand_data.csv | 121 + test/ThreeZones/Energy_share_requirement.csv | 4 + test/ThreeZones/Fuels_data.csv | 122 + test/ThreeZones/Generators_data.csv | 11 + test/ThreeZones/Generators_variability.csv | 121 + .../Minimum_capacity_requirement.csv | 4 + test/ThreeZones/Network.csv | 4 + test/ThreeZones/Period_map.csv | 366 + test/ThreeZones/Reserves.csv | 2 + test/ThreeZones/highs_settings.yml | 11 + test/VREStor/CO2_cap.csv | 4 + test/VREStor/Capacity_reserve_margin.csv | 4 + test/VREStor/Demand_data.csv | 25 + test/VREStor/Fuels_data.csv | 26 + test/VREStor/Generators_data.csv | 272 + test/VREStor/Generators_variability.csv | 25 + test/VREStor/Maximum_capacity_requirement.csv | 4 + test/VREStor/Minimum_capacity_requirement.csv | 4 + test/VREStor/Network.csv | 4 + test/VREStor/Vre_and_stor_data.csv | 64 + .../Vre_and_stor_solar_variability.csv | 25 + .../VREStor/Vre_and_stor_wind_variability.csv | 25 + test/VREStor/highs_settings.yml | 8 + test/runtests.jl | 38 +- test/test_VREStor.jl | 47 + test/test_electrolyzer.jl | 48 + test/test_methodofmorris.jl | 43 + test/test_multistage.jl | 61 + test/test_piecewisefuel_CO2.jl | 42 + test/test_threezones.jl | 49 + test/test_time_domain_reduction.jl | 67 + test/utilities.jl | 160 + 125 files changed, 49081 insertions(+), 30 deletions(-) create mode 100644 .github/workflows/ci.yml delete mode 100644 .github/workflows/ci_test.yml create mode 100644 test/Electrolyzer/Demand_data.csv create mode 100644 test/Electrolyzer/Energy_share_requirement.csv create mode 100644 test/Electrolyzer/Fuels_data.csv create mode 100644 test/Electrolyzer/Generators_data.csv create mode 100644 test/Electrolyzer/Generators_variability.csv create mode 100644 test/Electrolyzer/Period_map.csv create mode 100644 test/Electrolyzer/highs_settings.yml create mode 100644 test/MethodofMorris/CO2_cap.csv create mode 100644 test/MethodofMorris/Capacity_reserve_margin.csv create mode 100644 test/MethodofMorris/Demand_data.csv create mode 100644 test/MethodofMorris/Energy_share_requirement.csv create mode 100644 test/MethodofMorris/Fuels_data.csv create mode 100644 test/MethodofMorris/Generators_data.csv create mode 100644 test/MethodofMorris/Generators_variability.csv create mode 100644 test/MethodofMorris/Method_of_morris_range.csv create mode 100644 test/MethodofMorris/Minimum_capacity_requirement.csv create mode 100644 test/MethodofMorris/Period_map.csv create mode 100644 test/MethodofMorris/highs_settings.yml create mode 100644 test/MethodofMorris/morris.csv create mode 100644 test/MethodofMorris/morris_true.csv create mode 100644 test/MultiStage/Inputs_p1/CO2_cap.csv create mode 100644 test/MultiStage/Inputs_p1/Capacity_reserve_margin.csv create mode 100644 test/MultiStage/Inputs_p1/Demand_data.csv create mode 100644 test/MultiStage/Inputs_p1/Energy_share_requirement.csv create mode 100644 test/MultiStage/Inputs_p1/Fuels_data.csv create mode 100644 test/MultiStage/Inputs_p1/Generators_data.csv create mode 100644 test/MultiStage/Inputs_p1/Generators_variability.csv create mode 100644 test/MultiStage/Inputs_p1/Minimum_capacity_requirement.csv create mode 100644 test/MultiStage/Inputs_p1/Period_map.csv create mode 100644 test/MultiStage/Inputs_p1/Reserves.csv create mode 100644 test/MultiStage/Inputs_p2/CO2_cap.csv create mode 100644 test/MultiStage/Inputs_p2/Capacity_reserve_margin.csv create mode 100644 test/MultiStage/Inputs_p2/Demand_data.csv create mode 100644 test/MultiStage/Inputs_p2/Energy_share_requirement.csv create mode 100644 test/MultiStage/Inputs_p2/Fuels_data.csv create mode 100644 test/MultiStage/Inputs_p2/Generators_data.csv create mode 100644 test/MultiStage/Inputs_p2/Generators_variability.csv create mode 100644 test/MultiStage/Inputs_p2/Minimum_capacity_requirement.csv create mode 100644 test/MultiStage/Inputs_p2/Period_map.csv create mode 100644 test/MultiStage/Inputs_p2/Reserves.csv create mode 100644 test/MultiStage/Inputs_p3/CO2_cap.csv create mode 100644 test/MultiStage/Inputs_p3/Capacity_reserve_margin.csv create mode 100644 test/MultiStage/Inputs_p3/Demand_data.csv create mode 100644 test/MultiStage/Inputs_p3/Energy_share_requirement.csv create mode 100644 test/MultiStage/Inputs_p3/Fuels_data.csv create mode 100644 test/MultiStage/Inputs_p3/Generators_data.csv create mode 100644 test/MultiStage/Inputs_p3/Generators_variability.csv create mode 100644 test/MultiStage/Inputs_p3/Minimum_capacity_requirement.csv create mode 100644 test/MultiStage/Inputs_p3/Period_map.csv create mode 100644 test/MultiStage/Inputs_p3/Reserves.csv create mode 100644 test/MultiStage/highs_settings.yml create mode 100644 test/PiecewiseFuel_CO2/CO2_cap.csv create mode 100644 test/PiecewiseFuel_CO2/Demand_data.csv create mode 100644 test/PiecewiseFuel_CO2/Fuels_data.csv create mode 100644 test/PiecewiseFuel_CO2/Generators_data.csv create mode 100644 test/PiecewiseFuel_CO2/Generators_variability.csv create mode 100644 test/PiecewiseFuel_CO2/highs_settings.yml create mode 100644 test/TDR/CO2_cap.csv create mode 100644 test/TDR/Capacity_reserve_margin.csv create mode 100644 test/TDR/Demand_data.csv create mode 100644 test/TDR/Energy_share_requirement.csv create mode 100644 test/TDR/Fuels_data.csv create mode 100644 test/TDR/Generators_data.csv create mode 100644 test/TDR/Generators_variability.csv create mode 100644 test/TDR/Maximum_capacity_requirement.csv create mode 100644 test/TDR/Minimum_capacity_requirement.csv create mode 100644 test/TDR/Reserves.csv create mode 100644 test/TDR/TDR_Results_test/Demand_data.csv create mode 100644 test/TDR/TDR_Results_test/Fuels_data.csv create mode 100644 test/TDR/TDR_Results_test/Generators_variability.csv create mode 100644 test/TDR/TDR_Results_test/Period_map.csv create mode 100644 test/TDR/TDR_Results_test/time_domain_reduction_settings.yml create mode 100644 test/TDR/TDR_Results_true/Demand_data.csv create mode 100644 test/TDR/TDR_Results_true/Fuels_data.csv create mode 100644 test/TDR/TDR_Results_true/Generators_variability.csv create mode 100644 test/TDR/TDR_Results_true/Period_map.csv create mode 100644 test/TDR/TDR_Results_true/clusters_true.jld2 create mode 100644 test/TDR/TDR_Results_true_LTS/Demand_data.csv create mode 100644 test/TDR/TDR_Results_true_LTS/Fuels_data.csv create mode 100644 test/TDR/TDR_Results_true_LTS/Generators_variability.csv create mode 100644 test/TDR/TDR_Results_true_LTS/Period_map.csv create mode 100644 test/TDR/TDR_Results_true_LTS/clusters_true.jld2 create mode 100644 test/TDR/time_domain_reduction_settings.yml create mode 100644 test/ThreeZones/CO2_cap.csv create mode 100644 test/ThreeZones/Capacity_reserve_margin.csv create mode 100644 test/ThreeZones/Demand_data.csv create mode 100644 test/ThreeZones/Energy_share_requirement.csv create mode 100644 test/ThreeZones/Fuels_data.csv create mode 100644 test/ThreeZones/Generators_data.csv create mode 100644 test/ThreeZones/Generators_variability.csv create mode 100644 test/ThreeZones/Minimum_capacity_requirement.csv create mode 100644 test/ThreeZones/Network.csv create mode 100644 test/ThreeZones/Period_map.csv create mode 100644 test/ThreeZones/Reserves.csv create mode 100644 test/ThreeZones/highs_settings.yml create mode 100644 test/VREStor/CO2_cap.csv create mode 100644 test/VREStor/Capacity_reserve_margin.csv create mode 100644 test/VREStor/Demand_data.csv create mode 100644 test/VREStor/Fuels_data.csv create mode 100644 test/VREStor/Generators_data.csv create mode 100644 test/VREStor/Generators_variability.csv create mode 100644 test/VREStor/Maximum_capacity_requirement.csv create mode 100644 test/VREStor/Minimum_capacity_requirement.csv create mode 100644 test/VREStor/Network.csv create mode 100644 test/VREStor/Vre_and_stor_data.csv create mode 100644 test/VREStor/Vre_and_stor_solar_variability.csv create mode 100644 test/VREStor/Vre_and_stor_wind_variability.csv create mode 100644 test/VREStor/highs_settings.yml create mode 100644 test/test_VREStor.jl create mode 100644 test/test_electrolyzer.jl create mode 100644 test/test_methodofmorris.jl create mode 100644 test/test_multistage.jl create mode 100644 test/test_piecewisefuel_CO2.jl create mode 100644 test/test_threezones.jl create mode 100644 test/test_time_domain_reduction.jl create mode 100644 test/utilities.jl diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml new file mode 100644 index 0000000000..feec6f9e7f --- /dev/null +++ b/.github/workflows/ci.yml @@ -0,0 +1,42 @@ +name: CI + +on: + pull_request: + push: + branches: [main, develop] + tags: ['*'] + +jobs: + test: + name: Julia ${{ matrix.version }} - ${{ matrix.os }} - ${{ matrix.arch }} - ${{ github.event_name}} + runs-on: ${{ matrix.os }} + strategy: + fail-fast: false + matrix: + version: + - "1.6" # LTS (64-bit Linux) + - "1.7" + - "1.8" + - '1.9' # latest stable Julia release (Linux) + os: + - ubuntu-latest + arch: + - x64 + include: # additional tests [Julia-nightly] (Linux) + - os: ubuntu-latest + version: 'nightly' + arch: x64 + allow_failure: true + steps: + - uses: actions/checkout@v3 + - uses: julia-actions/setup-julia@v1 + with: + version: ${{ matrix.version }} + arch: ${{ matrix.arch }} + - uses: julia-actions/cache@v1 + - uses: julia-actions/julia-buildpkg@v1 + - uses: julia-actions/julia-runtest@v1 + - uses: julia-actions/julia-processcoverage@v1 + - uses: codecov/codecov-action@v3 + with: + file: lcov.info diff --git a/.github/workflows/ci_test.yml b/.github/workflows/ci_test.yml deleted file mode 100644 index c3141c46d1..0000000000 --- a/.github/workflows/ci_test.yml +++ /dev/null @@ -1,15 +0,0 @@ -name: Test-CI - -on: [push, pull_request] - -jobs: - test: - runs-on: ubuntu-latest - - steps: - - uses: actions/checkout@v3 - - uses: julia-actions/setup-julia@v1 - with: - version: "1.9" - - uses: julia-actions/julia-buildpkg@v1 - - uses: julia-actions/julia-runtest@v1 \ No newline at end of file diff --git a/.gitignore b/.gitignore index 633dc7738f..a7a0dd19b3 100644 --- a/.gitignore +++ b/.gitignore @@ -19,6 +19,8 @@ gurobi.log cplex.log Highs.log +test/Logs + /docs/build/ # Microsoft office temporary files @@ -42,3 +44,7 @@ Example_Systems/SmallNewEngland/ThreeZones_full/* Example_Systems/SmallNewEngland/ThreeZones_MultiStage/Inputs/* test_get_retirement_period.jl + +# Test files +test/TDR/TDR_Results_test +test/MethodofMorris/morris.csv \ No newline at end of file diff --git a/CHANGELOG.md b/CHANGELOG.md index 9b749e284f..3acf1bbb4e 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -22,6 +22,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Add PR template (#516) - Validation ensures that resource flags (THERM, HYDRO, LDS etc) are self-consistent (#513). - Maintenance formulation for thermal-commit plants (#556). +- Add new tests for GenX: three-zone, multi-stage, electrolyzer, VRE+storage, + piecewise_fuel+CO2, TDR, and Method of Morris (#563). + ### Fixed - Set MUST_RUN=1 for RealSystemExample/small_hydro plants (#517). diff --git a/Project.toml b/Project.toml index 17a2404f8c..05d0f888ff 100644 --- a/Project.toml +++ b/Project.toml @@ -38,8 +38,10 @@ YAML = "0.4.7" julia = "1" [extras] +JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819" Logging = "56ddb016-857b-54e1-b83d-db4d58db5568" +LoggingExtras = "e6f89c97-d47a-5376-807f-9c37f3926c36" Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" [targets] -test = ["Test", "Logging"] +test = ["Test", "JLD2", "Logging", "LoggingExtras"] diff --git a/src/GenX.jl b/src/GenX.jl index d9ed8e70a3..7bd75fb736 100644 --- a/src/GenX.jl +++ b/src/GenX.jl @@ -18,6 +18,7 @@ export choose_output_dir export run_ddp export configure_multi_stage_inputs export load_inputs_multi_stage +export compute_cumulative_min_retirements! export write_multi_stage_outputs export run_genx_case! export run_timedomainreduction! diff --git a/src/additional_tools/method_of_morris.jl b/src/additional_tools/method_of_morris.jl index 4fadb9c5c9..c4e46ea06e 100644 --- a/src/additional_tools/method_of_morris.jl +++ b/src/additional_tools/method_of_morris.jl @@ -1,3 +1,6 @@ +const SEED = 1234 + + @doc raw""" morris(EP::Model, path::AbstractString, setup::Dict, inputs::Dict, outpath::AbstractString, OPTIMIZER) @@ -14,6 +17,7 @@ struct MorrisResult{T1,T2} variances::T1 elementary_effects::T2 end + function generate_design_matrix(p_range, p_steps, rng;len_design_mat,groups) ps = [range(p_range[i][1], stop=p_range[i][2], length=p_steps[i]) for i in 1:length(p_range)] indices = [rand(rng, 1:i) for i in p_steps] @@ -74,8 +78,9 @@ function sample_matrices(p_range,p_steps, rng;num_trajectory,total_num_trajector reduce(hcat,matrices) end -function my_gsa(f, p_steps, num_trajectory, total_num_trajectory, p_range::AbstractVector,len_design_mat,groups) +function my_gsa(f, p_steps, num_trajectory, total_num_trajectory, p_range::AbstractVector, len_design_mat, groups, random) rng = Random.default_rng() + if !random; Random.seed!(SEED); end design_matrices_original = sample_matrices(p_range, p_steps, rng;num_trajectory, total_num_trajectory,len_design_mat,groups) println(design_matrices_original) @@ -158,7 +163,7 @@ function my_gsa(f, p_steps, num_trajectory, total_num_trajectory, p_range::Abstr end MorrisResult(reduce(hcat, means),reduce(hcat, means_star),reduce(hcat, variances),effects) end -function morris(EP::Model, path::AbstractString, setup::Dict, inputs::Dict, outpath::AbstractString, OPTIMIZER) +function morris(EP::Model, path::AbstractString, setup::Dict, inputs::Dict, outpath::AbstractString, OPTIMIZER; random=true) # Reading the input parameters Morris_range = load_dataframe(joinpath(path, "Method_of_morris_range.csv")) @@ -197,7 +202,7 @@ function morris(EP::Model, path::AbstractString, setup::Dict, inputs::Dict, outp end # Perform the method of morris analysis - m = my_gsa(f1,p_steps,num_trajectory,total_num_trajectory,p_range,len_design_mat,groups) + m = my_gsa(f1,p_steps,num_trajectory,total_num_trajectory,p_range,len_design_mat,groups,random) println(m.means) println(DataFrame(m.means', :auto)) #save the mean effect of each uncertain variable on the objective fucntion @@ -207,5 +212,5 @@ function morris(EP::Model, path::AbstractString, setup::Dict, inputs::Dict, outp Morris_range[!,:variance] = DataFrame(m.variances', :auto)[!,:x1] CSV.write(joinpath(outpath, "morris.csv"), Morris_range) - + return Morris_range end diff --git a/src/time_domain_reduction/time_domain_reduction.jl b/src/time_domain_reduction/time_domain_reduction.jl index 476b0be334..3b27644211 100644 --- a/src/time_domain_reduction/time_domain_reduction.jl +++ b/src/time_domain_reduction/time_domain_reduction.jl @@ -18,6 +18,9 @@ using Distances using CSV using GenX + +const SEED = 1234 + @doc raw""" rmse_score(y_true, y_pred) @@ -202,7 +205,7 @@ function get_worst_period_idx(R) end @doc raw""" - cluster(ClusterMethod, ClusteringInputDF, NClusters, nIters) + cluster(ClusterMethod, ClusteringInputDF, NClusters, nIters, v=false, random=true) Get representative periods using cluster centers from kmeans or kmedoids. @@ -212,12 +215,13 @@ https://juliastats.org/Clustering.jl/dev/kmeans.html K-Medoids: https://juliastats.org/Clustering.jl/stable/kmedoids.html """ -function cluster(ClusterMethod, ClusteringInputDF, NClusters, nIters, v=false) +function cluster(ClusterMethod, ClusteringInputDF, NClusters, nIters, v=false, random=true) if ClusterMethod == "kmeans" DistMatrix = pairwise(Euclidean(), Matrix(ClusteringInputDF), dims=2) R = kmeans(Matrix(ClusteringInputDF), NClusters, init=:kmcen) for i in 1:nIters + if !random; Random.seed!(SEED); end R_i = kmeans(Matrix(ClusteringInputDF), NClusters) if R_i.totalcost < R.totalcost @@ -243,6 +247,7 @@ function cluster(ClusterMethod, ClusteringInputDF, NClusters, nIters, v=false) R = kmedoids(DistMatrix, NClusters, init=:kmcen) for i in 1:nIters + if !random; Random.seed!(SEED); end R_i = kmedoids(DistMatrix, NClusters) if R_i.totalcost < R.totalcost R = R_i @@ -257,7 +262,7 @@ function cluster(ClusterMethod, ClusteringInputDF, NClusters, nIters, v=false) M = R.medoids # get the cluster centers - M for Medoids else println("INVALID ClusterMethod. Select kmeans or kmedoids. Running kmeans instead.") - return cluster("kmeans", ClusteringInputDF, NClusters, nIters) + return cluster("kmeans", ClusteringInputDF, NClusters, nIters, v, random) end return [R, A, W, M, DistMatrix] end @@ -485,7 +490,7 @@ end @doc raw""" - cluster_inputs(inpath, settings_path, v=false, norm_plot=false, silh_plot=false, res_plots=false, indiv_plots=false, pair_plots=false) + cluster_inputs(inpath, settings_path, mysetup, stage_id=-99, v=false; random=true) Use kmeans or kmedoids to cluster raw demand profiles and resource capacity factor profiles into representative periods. Use Extreme Periods to capture noteworthy periods or @@ -538,7 +543,7 @@ to separate Vre_and_stor_solar_variability.csv and Vre_and_stor_wind_variability and wind profiles for co-located resources will be separated into different CSV files to be read by loading the inputs after the clustering of the inputs has occurred. """ -function cluster_inputs(inpath, settings_path, mysetup, stage_id=-99, v=false) +function cluster_inputs(inpath, settings_path, mysetup, stage_id=-99, v=false; random=true) if v println(now()) end ##### Step 0: Load in settings and data @@ -781,7 +786,7 @@ function cluster_inputs(inpath, settings_path, mysetup, stage_id=-99, v=false) cluster_results = [] # Cluster once regardless of iteration decisions - push!(cluster_results, cluster(ClusterMethod, ClusteringInputDF, NClusters, nReps, v)) + push!(cluster_results, cluster(ClusterMethod, ClusteringInputDF, NClusters, nReps, v, random)) # Iteratively add worst periods as extreme periods OR increment number of clusters k # until threshold is met or maximum periods are added (If chosen in inputs) @@ -790,7 +795,7 @@ function cluster_inputs(inpath, settings_path, mysetup, stage_id=-99, v=false) if IterateMethod == "cluster" if v println("Adding a new Cluster! ") end NClusters += 1 - push!(cluster_results, cluster(ClusterMethod, ClusteringInputDF, NClusters, nReps, v)) + push!(cluster_results, cluster(ClusterMethod, ClusteringInputDF, NClusters, nReps, v, random)) elseif (IterateMethod == "extreme") & (UseExtremePeriods == 1) if v println("Adding a new Extreme Period! ") end worst_period_idx = get_worst_period_idx(last(cluster_results)[1]) @@ -798,7 +803,7 @@ function cluster_inputs(inpath, settings_path, mysetup, stage_id=-99, v=false) select!(ClusteringInputDF, Not(worst_period_idx)) push!(ExtremeWksList, parse(Int, removed_period)) if v println(worst_period_idx, " (", removed_period, ") ", ExtremeWksList) end - push!(cluster_results, cluster(ClusterMethod, ClusteringInputDF, NClusters, nReps, v)) + push!(cluster_results, cluster(ClusterMethod, ClusteringInputDF, NClusters, nReps, v, random)) elseif IterateMethod == "extreme" println("INVALID IterateMethod ", IterateMethod, " because UseExtremePeriods is off. Set to 1 if you wish to add extreme periods.") break diff --git a/test/Electrolyzer/Demand_data.csv b/test/Electrolyzer/Demand_data.csv new file mode 100644 index 0000000000..473c675be1 --- /dev/null +++ b/test/Electrolyzer/Demand_data.csv @@ -0,0 +1,121 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1 +50000,1,1,1,5,24,24.0,1,11122.0 +,,,,,,3672.0,2,10655.0 +,,,,,,5016.0,3,10441.0 +,,,,,,24.0,4,10365.0 +,,,,,,24.0,5,10639.0 +,,,,,,,6,11577.0 +,,,,,,,7,13349.0 +,,,,,,,8,14550.0 +,,,,,,,9,14922.0 +,,,,,,,10,15165.0 +,,,,,,,11,15328.0 +,,,,,,,12,15380.0 +,,,,,,,13,15275.0 +,,,,,,,14,15154.0 +,,,,,,,15,14953.0 +,,,,,,,16,14885.0 +,,,,,,,17,15340.0 +,,,,,,,18,16003.0 +,,,,,,,19,15767.0 +,,,,,,,20,15236.0 +,,,,,,,21,14663.0 +,,,,,,,22,13889.0 +,,,,,,,23,12855.0 +,,,,,,,24,11809.0 +,,,,,,,25,9702.0 +,,,,,,,26,9229.0 +,,,,,,,27,9004.0 +,,,,,,,28,8951.0 +,,,,,,,29,9188.0 +,,,,,,,30,10087.0 +,,,,,,,31,11929.0 +,,,,,,,32,13166.0 +,,,,,,,33,13504.0 +,,,,,,,34,13632.0 +,,,,,,,35,13724.0 +,,,,,,,36,13742.0 +,,,,,,,37,13665.0 +,,,,,,,38,13641.0 +,,,,,,,39,13501.0 +,,,,,,,40,13366.0 +,,,,,,,41,13376.0 +,,,,,,,42,13524.0 +,,,,,,,43,13736.0 +,,,,,,,44,14401.0 +,,,,,,,45,14006.0 +,,,,,,,46,13006.0 +,,,,,,,47,11658.0 +,,,,,,,48,10416.0 +,,,,,,,49,10219.0 +,,,,,,,50,9671.0 +,,,,,,,51,9383.0 +,,,,,,,52,9269.0 +,,,,,,,53,9483.0 +,,,,,,,54,10103.0 +,,,,,,,55,11573.0 +,,,,,,,56,13059.0 +,,,,,,,57,13905.0 +,,,,,,,58,14430.0 +,,,,,,,59,14873.0 +,,,,,,,60,15179.0 +,,,,,,,61,15323.0 +,,,,,,,62,15515.0 +,,,,,,,63,15537.0 +,,,,,,,64,15481.0 +,,,,,,,65,15485.0 +,,,,,,,66,15440.0 +,,,,,,,67,15208.0 +,,,,,,,68,15028.0 +,,,,,,,69,15221.0 +,,,,,,,70,14913.0 +,,,,,,,71,13573.0 +,,,,,,,72,12159.0 +,,,,,,,73,14935.0 +,,,,,,,74,14062.0 +,,,,,,,75,13498.0 +,,,,,,,76,13146.0 +,,,,,,,77,13178.0 +,,,,,,,78,13712.0 +,,,,,,,79,15192.0 +,,,,,,,80,17114.0 +,,,,,,,81,18656.0 +,,,,,,,82,20020.0 +,,,,,,,83,21201.0 +,,,,,,,84,22009.0 +,,,,,,,85,22567.0 +,,,,,,,86,23070.0 +,,,,,,,87,23388.0 +,,,,,,,88,23629.0 +,,,,,,,89,23770.0 +,,,,,,,90,23575.0 +,,,,,,,91,23034.0 +,,,,,,,92,22325.0 +,,,,,,,93,21921.0 +,,,,,,,94,21122.0 +,,,,,,,95,19311.0 +,,,,,,,96,17514.0 +,,,,,,,97,11232.0 +,,,,,,,98,10825.0 +,,,,,,,99,10632.0 +,,,,,,,100,10622.0 +,,,,,,,101,10948.0 +,,,,,,,102,11984.0 +,,,,,,,103,13879.0 +,,,,,,,104,14890.0 +,,,,,,,105,15134.0 +,,,,,,,106,15241.0 +,,,,,,,107,15360.0 +,,,,,,,108,15407.0 +,,,,,,,109,15385.0 +,,,,,,,110,15372.0 +,,,,,,,111,15285.0 +,,,,,,,112,15482.0 +,,,,,,,113,16544.0 +,,,,,,,114,17247.0 +,,,,,,,115,17114.0 +,,,,,,,116,16657.0 +,,,,,,,117,15936.0 +,,,,,,,118,14783.0 +,,,,,,,119,13342.0 +,,,,,,,120,12052.0 diff --git a/test/Electrolyzer/Energy_share_requirement.csv b/test/Electrolyzer/Energy_share_requirement.csv new file mode 100644 index 0000000000..1c4647ed3e --- /dev/null +++ b/test/Electrolyzer/Energy_share_requirement.csv @@ -0,0 +1,2 @@ +,Network_zones,ESR_1,ESR_2 +NE,z1,0.259,0.348 \ No newline at end of file diff --git a/test/Electrolyzer/Fuels_data.csv b/test/Electrolyzer/Fuels_data.csv new file mode 100644 index 0000000000..4c5f7bc799 --- /dev/null +++ b/test/Electrolyzer/Fuels_data.csv @@ -0,0 +1,122 @@ +Time_Index,NG,None +0,0.05306,0.0 +1,5.28,0.0 +2,5.28,0.0 +3,5.28,0.0 +4,5.28,0.0 +5,5.28,0.0 +6,5.28,0.0 +7,5.28,0.0 +8,5.28,0.0 +9,5.28,0.0 +10,5.28,0.0 +11,5.28,0.0 +12,5.28,0.0 +13,5.28,0.0 +14,5.28,0.0 +15,5.28,0.0 +16,5.28,0.0 +17,5.28,0.0 +18,5.28,0.0 +19,5.28,0.0 +20,5.28,0.0 +21,5.28,0.0 +22,5.28,0.0 +23,5.28,0.0 +24,5.28,0.0 +25,3.69,0.0 +26,3.69,0.0 +27,3.69,0.0 +28,3.69,0.0 +29,3.69,0.0 +30,3.69,0.0 +31,3.69,0.0 +32,3.69,0.0 +33,3.69,0.0 +34,3.69,0.0 +35,3.69,0.0 +36,3.69,0.0 +37,3.69,0.0 +38,3.69,0.0 +39,3.69,0.0 +40,3.69,0.0 +41,3.69,0.0 +42,3.69,0.0 +43,3.69,0.0 +44,3.69,0.0 +45,3.69,0.0 +46,3.69,0.0 +47,3.69,0.0 +48,3.69,0.0 +49,2.23,0.0 +50,2.23,0.0 +51,2.23,0.0 +52,2.23,0.0 +53,2.23,0.0 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100644 index 0000000000..eca69e60ae --- /dev/null +++ b/test/Electrolyzer/Generators_data.csv @@ -0,0 +1,7 @@ +Resource,Zone,THERM,MUST_RUN,STOR,FLEX,HYDRO,VRE,LDS,ELECTROLYZER,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Existing_Charge_Cap_MW,Max_Cap_MW,Max_Cap_MWh,Max_Charge_Cap_MW,Min_Cap_MW,Min_Cap_MWh,Min_Charge_Cap_MW,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Inv_Cost_Charge_per_MWyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Fixed_OM_Cost_Charge_per_MWyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Hydro_Energy_to_Power_Ratio,Min_Power,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Resource_Type,ESR_1,ESR_2,region,cluster,Hydrogen_MWh_Per_Tonne,Electrolyzer_Min_kt,Hydrogen_Price_Per_Tonne,Qualified_Hydrogen_Supply +natural_gas_combined_cycle,1,1,0,0,0,0,0,0,0,0,1,1,0,0,0,-1,-1,-1,0,0,0,65400,0,0,10287,0,0,3.55,0,7.43,NG,250,91,2,6,6,0.64,0.64,0,0.468,0,1,1,0,0,natural_gas_fired_combined_cycle,0,0,NE,1,0,0,0,0 +solar_pv,1,0,0,0,0,0,1,0,0,1,1,1,0,0,0,-1,-1,-1,0,0,0,85300,0,0,18760,0,0,0,0,9.13,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,solar_photovoltaic,1,1,NE,1,0,0,0,1 +onshore_wind,1,0,0,0,0,0,1,0,0,1,1,1,0,0,0,-1,-1,-1,0,0,0,97200,0,0,43205,0,0,0.1,0,9.12,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,onshore_wind_turbine,1,1,NE,1,0,0,0,1 +battery,1,0,0,1,0,0,0,0,0,0,1,1,0,0,0,-1,-1,-1,0,0,0,19584,22494,0,4895,5622,0,0.15,0.15,0,None,0,0,0,0,0,1,1,0,0,0,0.92,0.92,1,10,battery_mid,0,0,NE,0,0,0,0,0 +electrolyzer,1,0,0,0,0,0,0,0,1,0,1,1,0,0,0,-1,-1,-1,-1,0,0,125000,0,0,15000,0,0,0,0,0,None,1,0,0,0,0,1,1,0,0,0,0,0,0,0,hydrogen_electrolyzer,0,1,NE,0,55,1000,1000,0 +battery_for_electrolyzer,1,0,0,1,0,0,0,0,0,0,1,1,0,0,0,-1,-1,-1,0,0,0,21542,24743,0,4895,5622,0,0.15,0.15,0,None,0,0,0,0,0,1,1,0,0,0,0.92,0.92,1,10,battery_mid,0,0,NE,0,0,0,0,1 diff --git a/test/Electrolyzer/Generators_variability.csv b/test/Electrolyzer/Generators_variability.csv new file mode 100644 index 0000000000..c2ac9b8ee4 --- /dev/null +++ b/test/Electrolyzer/Generators_variability.csv @@ -0,0 +1,121 @@ +Time_Index,natural_gas_combined_cycle,solar_pv,onshore_wind,battery,electrolyzer,battery_for_electrolyzer +1,1.0,0.0,0.523972332,1.0,1.0,1.0 +2,1.0,0.0,0.657110274,1.0,1.0,1.0 +3,1.0,0.0,0.757477045,1.0,1.0,1.0 +4,1.0,0.0,0.644009769,1.0,1.0,1.0 +5,1.0,0.0,0.467615873,1.0,1.0,1.0 +6,1.0,0.0,0.553678334,1.0,1.0,1.0 +7,1.0,0.0,0.77921623,1.0,1.0,1.0 +8,1.0,0.0,0.725531518,1.0,1.0,1.0 +9,1.0,0.0,0.786552846,1.0,1.0,1.0 +10,1.0,0.003,0.589495063,1.0,1.0,1.0 +11,1.0,0.0852,0.436854541,1.0,1.0,1.0 +12,1.0,0.1324,0.533977807,1.0,1.0,1.0 +13,1.0,0.1041,0.54939425,1.0,1.0,1.0 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+120,1.0,0.0,0.007110484,1.0,1.0,1.0 diff --git a/test/Electrolyzer/Period_map.csv b/test/Electrolyzer/Period_map.csv new file mode 100644 index 0000000000..72f49e820b --- /dev/null +++ b/test/Electrolyzer/Period_map.csv @@ -0,0 +1,366 @@ +Period_Index,Rep_Period,Rep_Period_Index +1,72,2 +2,72,2 +3,72,2 +4,72,2 +5,72,2 +6,72,2 +7,72,2 +8,72,2 +9,72,2 +10,72,2 +11,72,2 +12,72,2 +13,72,2 +14,72,2 +15,72,2 +16,72,2 +17,72,2 +18,72,2 +19,72,2 +20,72,2 +21,72,2 +22,72,2 +23,72,2 +24,72,2 +25,72,2 +26,72,2 +27,27,1 +28,72,2 +29,72,2 +30,72,2 +31,72,2 +32,72,2 +33,72,2 +34,72,2 +35,72,2 +36,72,2 +37,72,2 +38,72,2 +39,72,2 +40,72,2 +41,72,2 +42,72,2 +43,72,2 +44,72,2 +45,72,2 +46,72,2 +47,72,2 +48,72,2 +49,72,2 +50,72,2 +51,72,2 +52,72,2 +53,72,2 +54,72,2 +55,72,2 +56,72,2 +57,72,2 +58,72,2 +59,72,2 +60,72,2 +61,72,2 +62,72,2 +63,72,2 +64,72,2 +65,72,2 +66,72,2 +67,72,2 +68,72,2 +69,72,2 +70,72,2 +71,72,2 +72,72,2 +73,72,2 +74,72,2 +75,72,2 +76,72,2 +77,72,2 +78,72,2 +79,72,2 +80,72,2 +81,72,2 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+362,72,2 +363,72,2 +364,72,2 +365,72,2 diff --git a/test/Electrolyzer/highs_settings.yml b/test/Electrolyzer/highs_settings.yml new file mode 100644 index 0000000000..73a6c548ae --- /dev/null +++ b/test/Electrolyzer/highs_settings.yml @@ -0,0 +1,7 @@ +# HiGHS Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-04 # Primal feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +TimeLimit: 1.0e23 # Time limit # [type: double, advanced: false, range: [0, inf], default: inf] +Pre_Solve: on # Presolve option: "off", "choose" or "on" # [type: string, advanced: false, default: "choose"] +Method: ipm # HiGHS-specific solver settings # Solver option: "simplex", "choose" or "ipm" # [type: string, advanced: false, default: "choose"] +ipm_optimality_tolerance: 1e-04 diff --git a/test/MethodofMorris/CO2_cap.csv b/test/MethodofMorris/CO2_cap.csv new file mode 100644 index 0000000000..1b5869ce2e --- /dev/null +++ b/test/MethodofMorris/CO2_cap.csv @@ -0,0 +1,2 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Max_tons_MWh_1,CO_2_Max_Mtons_1 +NE,z1,1,0.05,0.018 diff --git a/test/MethodofMorris/Capacity_reserve_margin.csv b/test/MethodofMorris/Capacity_reserve_margin.csv new file mode 100644 index 0000000000..1cda938c80 --- /dev/null +++ b/test/MethodofMorris/Capacity_reserve_margin.csv @@ -0,0 +1,2 @@ +,Network_zones,CapRes_1 +NE,z1,0.156 diff --git a/test/MethodofMorris/Demand_data.csv b/test/MethodofMorris/Demand_data.csv new file mode 100644 index 0000000000..473c675be1 --- /dev/null +++ b/test/MethodofMorris/Demand_data.csv @@ -0,0 +1,121 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1 +50000,1,1,1,5,24,24.0,1,11122.0 +,,,,,,3672.0,2,10655.0 +,,,,,,5016.0,3,10441.0 +,,,,,,24.0,4,10365.0 +,,,,,,24.0,5,10639.0 +,,,,,,,6,11577.0 +,,,,,,,7,13349.0 +,,,,,,,8,14550.0 +,,,,,,,9,14922.0 +,,,,,,,10,15165.0 +,,,,,,,11,15328.0 +,,,,,,,12,15380.0 +,,,,,,,13,15275.0 +,,,,,,,14,15154.0 +,,,,,,,15,14953.0 +,,,,,,,16,14885.0 +,,,,,,,17,15340.0 +,,,,,,,18,16003.0 +,,,,,,,19,15767.0 +,,,,,,,20,15236.0 +,,,,,,,21,14663.0 +,,,,,,,22,13889.0 +,,,,,,,23,12855.0 +,,,,,,,24,11809.0 +,,,,,,,25,9702.0 +,,,,,,,26,9229.0 +,,,,,,,27,9004.0 +,,,,,,,28,8951.0 +,,,,,,,29,9188.0 +,,,,,,,30,10087.0 +,,,,,,,31,11929.0 +,,,,,,,32,13166.0 +,,,,,,,33,13504.0 +,,,,,,,34,13632.0 +,,,,,,,35,13724.0 +,,,,,,,36,13742.0 +,,,,,,,37,13665.0 +,,,,,,,38,13641.0 +,,,,,,,39,13501.0 +,,,,,,,40,13366.0 +,,,,,,,41,13376.0 +,,,,,,,42,13524.0 +,,,,,,,43,13736.0 +,,,,,,,44,14401.0 +,,,,,,,45,14006.0 +,,,,,,,46,13006.0 +,,,,,,,47,11658.0 +,,,,,,,48,10416.0 +,,,,,,,49,10219.0 +,,,,,,,50,9671.0 +,,,,,,,51,9383.0 +,,,,,,,52,9269.0 +,,,,,,,53,9483.0 +,,,,,,,54,10103.0 +,,,,,,,55,11573.0 +,,,,,,,56,13059.0 +,,,,,,,57,13905.0 +,,,,,,,58,14430.0 +,,,,,,,59,14873.0 +,,,,,,,60,15179.0 +,,,,,,,61,15323.0 +,,,,,,,62,15515.0 +,,,,,,,63,15537.0 +,,,,,,,64,15481.0 +,,,,,,,65,15485.0 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+,,,,,,,117,15936.0 +,,,,,,,118,14783.0 +,,,,,,,119,13342.0 +,,,,,,,120,12052.0 diff --git a/test/MethodofMorris/Energy_share_requirement.csv b/test/MethodofMorris/Energy_share_requirement.csv new file mode 100644 index 0000000000..50c97b4b39 --- /dev/null +++ b/test/MethodofMorris/Energy_share_requirement.csv @@ -0,0 +1,2 @@ +,Network_zones,ESR_1,ESR_2 +NE,z1,0.259,0.348 diff --git a/test/MethodofMorris/Fuels_data.csv b/test/MethodofMorris/Fuels_data.csv new file mode 100644 index 0000000000..4c5f7bc799 --- /dev/null +++ b/test/MethodofMorris/Fuels_data.csv @@ -0,0 +1,122 @@ +Time_Index,NG,None +0,0.05306,0.0 +1,5.28,0.0 +2,5.28,0.0 +3,5.28,0.0 +4,5.28,0.0 +5,5.28,0.0 +6,5.28,0.0 +7,5.28,0.0 +8,5.28,0.0 +9,5.28,0.0 +10,5.28,0.0 +11,5.28,0.0 +12,5.28,0.0 +13,5.28,0.0 +14,5.28,0.0 +15,5.28,0.0 +16,5.28,0.0 +17,5.28,0.0 +18,5.28,0.0 +19,5.28,0.0 +20,5.28,0.0 +21,5.28,0.0 +22,5.28,0.0 +23,5.28,0.0 +24,5.28,0.0 +25,3.69,0.0 +26,3.69,0.0 +27,3.69,0.0 +28,3.69,0.0 +29,3.69,0.0 +30,3.69,0.0 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+107,2.74,0.0 +108,2.74,0.0 +109,2.74,0.0 +110,2.74,0.0 +111,2.74,0.0 +112,2.74,0.0 +113,2.74,0.0 +114,2.74,0.0 +115,2.74,0.0 +116,2.74,0.0 +117,2.74,0.0 +118,2.74,0.0 +119,2.74,0.0 +120,2.74,0.0 diff --git a/test/MethodofMorris/Generators_data.csv b/test/MethodofMorris/Generators_data.csv new file mode 100644 index 0000000000..f089945913 --- /dev/null +++ b/test/MethodofMorris/Generators_data.csv @@ -0,0 +1,5 @@ +Resource,Zone,THERM,MUST_RUN,STOR,FLEX,HYDRO,VRE,LDS,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Existing_Charge_Cap_MW,Max_Cap_MW,Max_Cap_MWh,Max_Charge_Cap_MW,Min_Cap_MW,Min_Cap_MWh,Min_Charge_Cap_MW,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Inv_Cost_Charge_per_MWyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Fixed_OM_Cost_Charge_per_MWyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Hydro_Energy_to_Power_Ratio,Min_Power,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Max_Flexible_Demand_Advance,Max_Flexible_Demand_Delay,Flexible_Demand_Energy_Eff,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,MinCapTag_1,MinCapTag_2,MinCapTag_3,MGA,Resource_Type,CapRes_1,ESR_1,ESR_2,region,cluster +natural_gas_combined_cycle,1,1,0,0,0,0,0,0,0,1,1,0,0,0,-1,-1,-1,0,0,0,65400,0,0,10287,0,0,3.55,0,7.43,NG,250,91,2,6,6,0.64,0.64,0,0.468,0,1,1,0,0,0,0,1,0.25,0.5,0,0,0,0,0,1,natural_gas_fired_combined_cycle,0.93,0,0,NE,1 +solar_pv,1,0,0,0,0,0,1,0,1,1,1,0,0,0,-1,-1,-1,0,0,0,85300,0,0,18760,0,0,0,0,9.13,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,1,0,0,0,0,1,0,0,1,solar_photovoltaic,0.8,1,1,NE,1 +onshore_wind,1,0,0,0,0,0,1,0,1,1,1,0,0,0,-1,-1,-1,0,0,0,97200,0,0,43205,0,0,0.1,0,9.12,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,1,0,1,onshore_wind_turbine,0.8,1,1,NE,1 +battery,1,0,0,1,0,0,0,0,0,1,1,0,0,0,-1,-1,-1,0,0,0,19584,22494,0,4895,5622,0,0.15,0.15,0,None,0,0,0,0,0,1,1,0,0,0,0.92,0.92,1,10,0,0,1,0,0,0,0,0,0,1,0,battery_mid,0.95,0,0,NE,0 diff --git a/test/MethodofMorris/Generators_variability.csv b/test/MethodofMorris/Generators_variability.csv new file mode 100644 index 0000000000..509dadf457 --- /dev/null +++ b/test/MethodofMorris/Generators_variability.csv @@ -0,0 +1,121 @@ +Time_Index,natural_gas_combined_cycle,solar_pv,onshore_wind,battery +1,1.0,0.0,0.523972332,1.0 +2,1.0,0.0,0.657110274,1.0 +3,1.0,0.0,0.757477045,1.0 +4,1.0,0.0,0.644009769,1.0 +5,1.0,0.0,0.467615873,1.0 +6,1.0,0.0,0.553678334,1.0 +7,1.0,0.0,0.77921623,1.0 +8,1.0,0.0,0.725531518,1.0 +9,1.0,0.0,0.786552846,1.0 +10,1.0,0.003,0.589495063,1.0 +11,1.0,0.0852,0.436854541,1.0 +12,1.0,0.1324,0.533977807,1.0 +13,1.0,0.1041,0.54939425,1.0 +14,1.0,0.1276,0.297182679,1.0 +15,1.0,0.1108,0.108885378,1.0 +16,1.0,0.0825,0.097908288,1.0 +17,1.0,0.0043,0.092191279,1.0 +18,1.0,0.0,0.112537816,1.0 +19,1.0,0.0,0.366680771,1.0 +20,1.0,0.0,0.794670165,1.0 +21,1.0,0.0,0.931621909,1.0 +22,1.0,0.0,1.0,1.0 +23,1.0,0.0,1.0,1.0 +24,1.0,0.0,1.0,1.0 +25,1.0,0.0,0.676885605,1.0 +26,1.0,0.0,0.738456726,1.0 +27,1.0,0.0,0.703836918,1.0 +28,1.0,0.0,0.697715104,1.0 +29,1.0,0.0,0.578294039,1.0 +30,1.0,0.0,0.478842616,1.0 +31,1.0,0.0,0.57159102,1.0 +32,1.0,0.0216,0.389114857,1.0 +33,1.0,0.1372,0.520889282,1.0 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+natural_gas_combined_cycle,1,1,-5,5,Inv_Cost_per_MWyr,ng,10,2,2,15,reference +solar_pv,1,2,-10,10,Inv_Cost_per_MWyr,solar,20,,,, +onshore_wind,1,3,-7,7,Inv_Cost_per_MWyr,wind,14,,,, +battery,1,4,-20,20,Inv_Cost_per_MWyr,battery,40,,,, +natural_gas_combined_cycle,1,1,-5,5,Fixed_OM_Cost_per_MWyr,ng,10,,,, +solar_pv,1,2,-10,10,Fixed_OM_Cost_per_MWyr,solar,20,,,, +onshore_wind,1,3,-7,7,Fixed_OM_Cost_per_MWyr,wind,14,,,, +battery,1,4,-20,20,Fixed_OM_Cost_per_MWyr,battery,40,,,, diff --git a/test/MethodofMorris/Minimum_capacity_requirement.csv b/test/MethodofMorris/Minimum_capacity_requirement.csv new file mode 100644 index 0000000000..8593a5abcc --- /dev/null +++ b/test/MethodofMorris/Minimum_capacity_requirement.csv @@ -0,0 +1,4 @@ +MinCapReqConstraint,ConstraintDescription,Min_MW +1,PV,5000 +2,Wind,10000 +3,Batteries,6000 diff --git a/test/MethodofMorris/Period_map.csv b/test/MethodofMorris/Period_map.csv new file mode 100644 index 0000000000..72f49e820b --- /dev/null +++ b/test/MethodofMorris/Period_map.csv @@ -0,0 +1,366 @@ +Period_Index,Rep_Period,Rep_Period_Index +1,72,2 +2,72,2 +3,72,2 +4,72,2 +5,72,2 +6,72,2 +7,72,2 +8,72,2 +9,72,2 +10,72,2 +11,72,2 +12,72,2 +13,72,2 +14,72,2 +15,72,2 +16,72,2 +17,72,2 +18,72,2 +19,72,2 +20,72,2 +21,72,2 +22,72,2 +23,72,2 +24,72,2 +25,72,2 +26,72,2 +27,27,1 +28,72,2 +29,72,2 +30,72,2 +31,72,2 +32,72,2 +33,72,2 +34,72,2 +35,72,2 +36,72,2 +37,72,2 +38,72,2 +39,72,2 +40,72,2 +41,72,2 +42,72,2 +43,72,2 +44,72,2 +45,72,2 +46,72,2 +47,72,2 +48,72,2 +49,72,2 +50,72,2 +51,72,2 +52,72,2 +53,72,2 +54,72,2 +55,72,2 +56,72,2 +57,72,2 +58,72,2 +59,72,2 +60,72,2 +61,72,2 +62,72,2 +63,72,2 +64,72,2 +65,72,2 +66,72,2 +67,72,2 +68,72,2 +69,72,2 +70,72,2 +71,72,2 +72,72,2 +73,72,2 +74,72,2 +75,72,2 +76,72,2 +77,72,2 +78,72,2 +79,72,2 +80,72,2 +81,72,2 +82,72,2 +83,72,2 +84,72,2 +85,72,2 +86,72,2 +87,72,2 +88,72,2 +89,72,2 +90,72,2 +91,72,2 +92,72,2 +93,72,2 +94,72,2 +95,72,2 +96,72,2 +97,72,2 +98,72,2 +99,72,2 +100,72,2 +101,72,2 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--- /dev/null +++ b/test/MethodofMorris/highs_settings.yml @@ -0,0 +1,8 @@ +# HiGHS Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Primal feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +Optimal_Tol: 1.0e-05 # Dual feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +TimeLimit: 1.0e23 # Time limit # [type: double, advanced: false, range: [0, inf], default: inf] +Pre_Solve: on # Presolve option: "off", "choose" or "on" # [type: string, advanced: false, default: "choose"] +Method: ipm # HiGHS-specific solver settings # Solver option: "simplex", "choose" or "ipm" # [type: string, advanced: false, default: "choose"] +ipm_optimality_tolerance: 1e-04 diff --git a/test/MethodofMorris/morris.csv b/test/MethodofMorris/morris.csv new file mode 100644 index 0000000000..1c3a48ea25 --- /dev/null +++ b/test/MethodofMorris/morris.csv @@ -0,0 +1,9 @@ +Resource,Zone,ID,Lower_bound,Upper_bound,Parameter,Group,p_steps,total_num_trajectory,num_trajectory,len_design_mat,policy,mean,variance +natural_gas_combined_cycle,1,1,-5,5,Inv_Cost_per_MWyr,ng,10,2,2,15,reference,19.876405206036726,52.14720602710861 +solar_pv,1,2,-10,10,Inv_Cost_per_MWyr,solar,20,,,,,0.01587702025497309,NaN +onshore_wind,1,3,-7,7,Inv_Cost_per_MWyr,wind,14,,,,,0.9168892311220421,NaN +battery,1,4,-20,20,Inv_Cost_per_MWyr,battery,40,,,,,1.2587368193702644,0.02628898806467195 +natural_gas_combined_cycle,1,1,-5,5,Fixed_OM_Cost_per_MWyr,ng,10,,,,,19.876405206036726,52.14720602710861 +solar_pv,1,2,-10,10,Fixed_OM_Cost_per_MWyr,solar,20,,,,,0.01587702025497309,NaN +onshore_wind,1,3,-7,7,Fixed_OM_Cost_per_MWyr,wind,14,,,,,0.9168892311220421,NaN +battery,1,4,-20,20,Fixed_OM_Cost_per_MWyr,battery,40,,,,,1.2587368193702644,0.02628898806467195 diff --git a/test/MethodofMorris/morris_true.csv b/test/MethodofMorris/morris_true.csv new file mode 100644 index 0000000000..1c3a48ea25 --- /dev/null +++ b/test/MethodofMorris/morris_true.csv @@ -0,0 +1,9 @@ +Resource,Zone,ID,Lower_bound,Upper_bound,Parameter,Group,p_steps,total_num_trajectory,num_trajectory,len_design_mat,policy,mean,variance +natural_gas_combined_cycle,1,1,-5,5,Inv_Cost_per_MWyr,ng,10,2,2,15,reference,19.876405206036726,52.14720602710861 +solar_pv,1,2,-10,10,Inv_Cost_per_MWyr,solar,20,,,,,0.01587702025497309,NaN +onshore_wind,1,3,-7,7,Inv_Cost_per_MWyr,wind,14,,,,,0.9168892311220421,NaN +battery,1,4,-20,20,Inv_Cost_per_MWyr,battery,40,,,,,1.2587368193702644,0.02628898806467195 +natural_gas_combined_cycle,1,1,-5,5,Fixed_OM_Cost_per_MWyr,ng,10,,,,,19.876405206036726,52.14720602710861 +solar_pv,1,2,-10,10,Fixed_OM_Cost_per_MWyr,solar,20,,,,,0.01587702025497309,NaN +onshore_wind,1,3,-7,7,Fixed_OM_Cost_per_MWyr,wind,14,,,,,0.9168892311220421,NaN +battery,1,4,-20,20,Fixed_OM_Cost_per_MWyr,battery,40,,,,,1.2587368193702644,0.02628898806467195 diff --git a/test/MultiStage/Inputs_p1/CO2_cap.csv b/test/MultiStage/Inputs_p1/CO2_cap.csv new file mode 100644 index 0000000000..f1f3ff4165 --- /dev/null +++ b/test/MultiStage/Inputs_p1/CO2_cap.csv @@ -0,0 +1,2 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Max_tons_MWh_1,CO_2_Max_Mtons_1 +NE,z1,1,1,1 \ No newline at end of file diff --git a/test/MultiStage/Inputs_p1/Capacity_reserve_margin.csv b/test/MultiStage/Inputs_p1/Capacity_reserve_margin.csv new file mode 100644 index 0000000000..1cda938c80 --- /dev/null +++ b/test/MultiStage/Inputs_p1/Capacity_reserve_margin.csv @@ -0,0 +1,2 @@ +,Network_zones,CapRes_1 +NE,z1,0.156 diff --git a/test/MultiStage/Inputs_p1/Demand_data.csv b/test/MultiStage/Inputs_p1/Demand_data.csv new file mode 100644 index 0000000000..473c675be1 --- /dev/null +++ b/test/MultiStage/Inputs_p1/Demand_data.csv @@ -0,0 +1,121 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1 +50000,1,1,1,5,24,24.0,1,11122.0 +,,,,,,3672.0,2,10655.0 +,,,,,,5016.0,3,10441.0 +,,,,,,24.0,4,10365.0 +,,,,,,24.0,5,10639.0 +,,,,,,,6,11577.0 +,,,,,,,7,13349.0 +,,,,,,,8,14550.0 +,,,,,,,9,14922.0 +,,,,,,,10,15165.0 +,,,,,,,11,15328.0 +,,,,,,,12,15380.0 +,,,,,,,13,15275.0 +,,,,,,,14,15154.0 +,,,,,,,15,14953.0 +,,,,,,,16,14885.0 +,,,,,,,17,15340.0 +,,,,,,,18,16003.0 +,,,,,,,19,15767.0 +,,,,,,,20,15236.0 +,,,,,,,21,14663.0 +,,,,,,,22,13889.0 +,,,,,,,23,12855.0 +,,,,,,,24,11809.0 +,,,,,,,25,9702.0 +,,,,,,,26,9229.0 +,,,,,,,27,9004.0 +,,,,,,,28,8951.0 +,,,,,,,29,9188.0 +,,,,,,,30,10087.0 +,,,,,,,31,11929.0 +,,,,,,,32,13166.0 +,,,,,,,33,13504.0 +,,,,,,,34,13632.0 +,,,,,,,35,13724.0 +,,,,,,,36,13742.0 +,,,,,,,37,13665.0 +,,,,,,,38,13641.0 +,,,,,,,39,13501.0 +,,,,,,,40,13366.0 +,,,,,,,41,13376.0 +,,,,,,,42,13524.0 +,,,,,,,43,13736.0 +,,,,,,,44,14401.0 +,,,,,,,45,14006.0 +,,,,,,,46,13006.0 +,,,,,,,47,11658.0 +,,,,,,,48,10416.0 +,,,,,,,49,10219.0 +,,,,,,,50,9671.0 +,,,,,,,51,9383.0 +,,,,,,,52,9269.0 +,,,,,,,53,9483.0 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+,,,,,,,106,15241.0 +,,,,,,,107,15360.0 +,,,,,,,108,15407.0 +,,,,,,,109,15385.0 +,,,,,,,110,15372.0 +,,,,,,,111,15285.0 +,,,,,,,112,15482.0 +,,,,,,,113,16544.0 +,,,,,,,114,17247.0 +,,,,,,,115,17114.0 +,,,,,,,116,16657.0 +,,,,,,,117,15936.0 +,,,,,,,118,14783.0 +,,,,,,,119,13342.0 +,,,,,,,120,12052.0 diff --git a/test/MultiStage/Inputs_p1/Energy_share_requirement.csv b/test/MultiStage/Inputs_p1/Energy_share_requirement.csv new file mode 100644 index 0000000000..50c97b4b39 --- /dev/null +++ b/test/MultiStage/Inputs_p1/Energy_share_requirement.csv @@ -0,0 +1,2 @@ +,Network_zones,ESR_1,ESR_2 +NE,z1,0.259,0.348 diff --git a/test/MultiStage/Inputs_p1/Fuels_data.csv b/test/MultiStage/Inputs_p1/Fuels_data.csv new file mode 100644 index 0000000000..4c5f7bc799 --- /dev/null +++ b/test/MultiStage/Inputs_p1/Fuels_data.csv @@ -0,0 +1,122 @@ +Time_Index,NG,None +0,0.05306,0.0 +1,5.28,0.0 +2,5.28,0.0 +3,5.28,0.0 +4,5.28,0.0 +5,5.28,0.0 +6,5.28,0.0 +7,5.28,0.0 +8,5.28,0.0 +9,5.28,0.0 +10,5.28,0.0 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+88,2.34,0.0 +89,2.34,0.0 +90,2.34,0.0 +91,2.34,0.0 +92,2.34,0.0 +93,2.34,0.0 +94,2.34,0.0 +95,2.34,0.0 +96,2.34,0.0 +97,2.74,0.0 +98,2.74,0.0 +99,2.74,0.0 +100,2.74,0.0 +101,2.74,0.0 +102,2.74,0.0 +103,2.74,0.0 +104,2.74,0.0 +105,2.74,0.0 +106,2.74,0.0 +107,2.74,0.0 +108,2.74,0.0 +109,2.74,0.0 +110,2.74,0.0 +111,2.74,0.0 +112,2.74,0.0 +113,2.74,0.0 +114,2.74,0.0 +115,2.74,0.0 +116,2.74,0.0 +117,2.74,0.0 +118,2.74,0.0 +119,2.74,0.0 +120,2.74,0.0 diff --git a/test/MultiStage/Inputs_p1/Generators_data.csv b/test/MultiStage/Inputs_p1/Generators_data.csv new file mode 100644 index 0000000000..8100822625 --- /dev/null +++ b/test/MultiStage/Inputs_p1/Generators_data.csv @@ -0,0 +1,5 @@ +Resource,Zone,THERM,MUST_RUN,STOR,FLEX,HYDRO,VRE,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Existing_Charge_Cap_MW,Max_Cap_MW,Max_Cap_MWh,Max_Charge_Cap_MW,Min_Cap_MW,Min_Cap_MWh,Min_Charge_Cap_MW,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Inv_Cost_Charge_per_MWyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Fixed_OM_Cost_Charge_per_MWyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Hydro_Energy_to_Power_Ratio,Min_Power,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Max_Flexible_Demand_Advance,Max_Flexible_Demand_Delay,Flexible_Demand_Energy_Eff,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,MinCapTag,MinCapTag_1,MinCapTag_2,MinCapTag_3,MGA,Resource_Type,CapRes_1,ESR_1,ESR_2,region,cluster,WACC,Capital_Recovery_Period,Lifetime,Min_Retired_Cap_MW,Min_Retired_Energy_Cap_MW,Min_Retired_Charge_Cap_MW,LDS +natural_gas_combined_cycle,1,1,0,0,0,0,0,0,1,1,10000,0,0,-1,-1,-1,0,0,0,65400,0,0,10287,0,0,3.55,0,7.43,NG,250,91,2,6,6,0.64,0.64,0,0.468,0,1,1,0,0,0,0,1,0.25,0.5,0,0,2,0,0,0,1,natural_gas_fired_combined_cycle,0.93,0,0,NE,1,0.039,20,20,0,0,0,0 +solar_pv,1,0,0,0,0,0,1,1,1,1,500,0,0,-1,-1,-1,0,0,0,85300,0,0,18760,0,0,0,0,9.13,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,1,0,0,0,0,7,1,0,0,1,solar_photovoltaic,0.8,1,1,NE,1,0.017,20,20,0,0,0,0 +onshore_wind,1,0,0,0,0,0,1,1,1,1,1000,0,0,-1,-1,-1,0,0,0,97200,0,0,43205,0,0,0.1,0,9.12,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,1,0,0,0,0,6,0,1,0,1,onshore_wind_turbine,0.8,1,1,NE,1,0.024,20,20,0,0,0,0 +battery,1,0,0,1,0,0,0,0,1,1,0,0,0,-1,-1,-1,0,0,0,19584,22494,0,4895,5622,5622,0.15,0.15,0,None,0,0,0,0,0,1,1,0,0,0,0.92,0.92,1,10,0,0,1,0,0,0,0,12,0,0,1,0,battery_mid,0.95,0,0,NE,0,0.027,20,20,0,0,0,0 diff --git a/test/MultiStage/Inputs_p1/Generators_variability.csv b/test/MultiStage/Inputs_p1/Generators_variability.csv new file mode 100644 index 0000000000..509dadf457 --- /dev/null +++ b/test/MultiStage/Inputs_p1/Generators_variability.csv @@ -0,0 +1,121 @@ +Time_Index,natural_gas_combined_cycle,solar_pv,onshore_wind,battery +1,1.0,0.0,0.523972332,1.0 +2,1.0,0.0,0.657110274,1.0 +3,1.0,0.0,0.757477045,1.0 +4,1.0,0.0,0.644009769,1.0 +5,1.0,0.0,0.467615873,1.0 +6,1.0,0.0,0.553678334,1.0 +7,1.0,0.0,0.77921623,1.0 +8,1.0,0.0,0.725531518,1.0 +9,1.0,0.0,0.786552846,1.0 +10,1.0,0.003,0.589495063,1.0 +11,1.0,0.0852,0.436854541,1.0 +12,1.0,0.1324,0.533977807,1.0 +13,1.0,0.1041,0.54939425,1.0 +14,1.0,0.1276,0.297182679,1.0 +15,1.0,0.1108,0.108885378,1.0 +16,1.0,0.0825,0.097908288,1.0 +17,1.0,0.0043,0.092191279,1.0 +18,1.0,0.0,0.112537816,1.0 +19,1.0,0.0,0.366680771,1.0 +20,1.0,0.0,0.794670165,1.0 +21,1.0,0.0,0.931621909,1.0 +22,1.0,0.0,1.0,1.0 +23,1.0,0.0,1.0,1.0 +24,1.0,0.0,1.0,1.0 +25,1.0,0.0,0.676885605,1.0 +26,1.0,0.0,0.738456726,1.0 +27,1.0,0.0,0.703836918,1.0 +28,1.0,0.0,0.697715104,1.0 +29,1.0,0.0,0.578294039,1.0 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+MinCapReqConstraint,ConstraintDescription,Min_MW +1,PV,5000 +2,Wind,10000 +3,Batteries,6000 diff --git a/test/MultiStage/Inputs_p1/Period_map.csv b/test/MultiStage/Inputs_p1/Period_map.csv new file mode 100644 index 0000000000..72f49e820b --- /dev/null +++ b/test/MultiStage/Inputs_p1/Period_map.csv @@ -0,0 +1,366 @@ +Period_Index,Rep_Period,Rep_Period_Index +1,72,2 +2,72,2 +3,72,2 +4,72,2 +5,72,2 +6,72,2 +7,72,2 +8,72,2 +9,72,2 +10,72,2 +11,72,2 +12,72,2 +13,72,2 +14,72,2 +15,72,2 +16,72,2 +17,72,2 +18,72,2 +19,72,2 +20,72,2 +21,72,2 +22,72,2 +23,72,2 +24,72,2 +25,72,2 +26,72,2 +27,27,1 +28,72,2 +29,72,2 +30,72,2 +31,72,2 +32,72,2 +33,72,2 +34,72,2 +35,72,2 +36,72,2 +37,72,2 +38,72,2 +39,72,2 +40,72,2 +41,72,2 +42,72,2 +43,72,2 +44,72,2 +45,72,2 +46,72,2 +47,72,2 +48,72,2 +49,72,2 +50,72,2 +51,72,2 +52,72,2 +53,72,2 +54,72,2 +55,72,2 +56,72,2 +57,72,2 +58,72,2 +59,72,2 +60,72,2 +61,72,2 +62,72,2 +63,72,2 +64,72,2 +65,72,2 +66,72,2 +67,72,2 +68,72,2 +69,72,2 +70,72,2 +71,72,2 +72,72,2 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100644 index 0000000000..1cda938c80 --- /dev/null +++ b/test/MultiStage/Inputs_p2/Capacity_reserve_margin.csv @@ -0,0 +1,2 @@ +,Network_zones,CapRes_1 +NE,z1,0.156 diff --git a/test/MultiStage/Inputs_p2/Demand_data.csv b/test/MultiStage/Inputs_p2/Demand_data.csv new file mode 100644 index 0000000000..473c675be1 --- /dev/null +++ b/test/MultiStage/Inputs_p2/Demand_data.csv @@ -0,0 +1,121 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1 +50000,1,1,1,5,24,24.0,1,11122.0 +,,,,,,3672.0,2,10655.0 +,,,,,,5016.0,3,10441.0 +,,,,,,24.0,4,10365.0 +,,,,,,24.0,5,10639.0 +,,,,,,,6,11577.0 +,,,,,,,7,13349.0 +,,,,,,,8,14550.0 +,,,,,,,9,14922.0 +,,,,,,,10,15165.0 +,,,,,,,11,15328.0 +,,,,,,,12,15380.0 +,,,,,,,13,15275.0 +,,,,,,,14,15154.0 +,,,,,,,15,14953.0 +,,,,,,,16,14885.0 +,,,,,,,17,15340.0 +,,,,,,,18,16003.0 +,,,,,,,19,15767.0 +,,,,,,,20,15236.0 +,,,,,,,21,14663.0 +,,,,,,,22,13889.0 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new file mode 100644 index 0000000000..50c97b4b39 --- /dev/null +++ b/test/MultiStage/Inputs_p2/Energy_share_requirement.csv @@ -0,0 +1,2 @@ +,Network_zones,ESR_1,ESR_2 +NE,z1,0.259,0.348 diff --git a/test/MultiStage/Inputs_p2/Fuels_data.csv b/test/MultiStage/Inputs_p2/Fuels_data.csv new file mode 100644 index 0000000000..4c5f7bc799 --- /dev/null +++ b/test/MultiStage/Inputs_p2/Fuels_data.csv @@ -0,0 +1,122 @@ +Time_Index,NG,None +0,0.05306,0.0 +1,5.28,0.0 +2,5.28,0.0 +3,5.28,0.0 +4,5.28,0.0 +5,5.28,0.0 +6,5.28,0.0 +7,5.28,0.0 +8,5.28,0.0 +9,5.28,0.0 +10,5.28,0.0 +11,5.28,0.0 +12,5.28,0.0 +13,5.28,0.0 +14,5.28,0.0 +15,5.28,0.0 +16,5.28,0.0 +17,5.28,0.0 +18,5.28,0.0 +19,5.28,0.0 +20,5.28,0.0 +21,5.28,0.0 +22,5.28,0.0 +23,5.28,0.0 +24,5.28,0.0 +25,3.69,0.0 +26,3.69,0.0 +27,3.69,0.0 +28,3.69,0.0 +29,3.69,0.0 +30,3.69,0.0 +31,3.69,0.0 +32,3.69,0.0 +33,3.69,0.0 +34,3.69,0.0 +35,3.69,0.0 +36,3.69,0.0 +37,3.69,0.0 +38,3.69,0.0 +39,3.69,0.0 +40,3.69,0.0 +41,3.69,0.0 +42,3.69,0.0 +43,3.69,0.0 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+119,2.74,0.0 +120,2.74,0.0 diff --git a/test/MultiStage/Inputs_p2/Generators_data.csv b/test/MultiStage/Inputs_p2/Generators_data.csv new file mode 100644 index 0000000000..37d6c4d751 --- /dev/null +++ b/test/MultiStage/Inputs_p2/Generators_data.csv @@ -0,0 +1,5 @@ +Resource,Zone,THERM,MUST_RUN,STOR,FLEX,HYDRO,VRE,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Existing_Charge_Cap_MW,Max_Cap_MW,Max_Cap_MWh,Max_Charge_Cap_MW,Min_Cap_MW,Min_Cap_MWh,Min_Charge_Cap_MW,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Inv_Cost_Charge_per_MWyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Fixed_OM_Cost_Charge_per_MWyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Hydro_Energy_to_Power_Ratio,Min_Power,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Max_Flexible_Demand_Advance,Max_Flexible_Demand_Delay,Flexible_Demand_Energy_Eff,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,MinCapTag,MinCapTag_1,MinCapTag_2,MinCapTag_3,MGA,Resource_Type,CapRes_1,ESR_1,ESR_2,region,cluster,WACC,Capital_Recovery_Period,Lifetime,Min_Retired_Cap_MW,Min_Retired_Energy_Cap_MW,Min_Retired_Charge_Cap_MW,LDS +natural_gas_combined_cycle,1,1,0,0,0,0,0,0,1,1,0,0,0,-1,-1,-1,0,0,0,65400,0,0,10287,0,0,3.55,0,7.43,NG,250,91,2,6,6,0.64,0.64,0,0.468,0,1,1,0,0,0,0,1,0.25,0.5,0,0,2,0,0,0,1,natural_gas_fired_combined_cycle,0.93,0,0,NE,1,0.039,20,20,0,0,0,0 +solar_pv,1,0,0,0,0,0,1,1,1,1,0,0,0,-1,-1,-1,0,0,0,85300,0,0,18760,0,0,0,0,9.13,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,1,0,0,0,0,7,1,0,0,1,solar_photovoltaic,0.8,1,1,NE,1,0.017,20,20,0,0,0,0 +onshore_wind,1,0,0,0,0,0,1,1,1,1,0,0,0,-1,-1,-1,0,0,0,97200,0,0,43205,0,0,0.1,0,9.12,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,1,0,0,0,0,6,0,1,0,1,onshore_wind_turbine,0.8,1,1,NE,1,0.024,20,20,0,0,0,0 +battery,1,0,0,1,0,0,0,0,1,1,0,0,0,-1,-1,-1,0,0,0,19584,22494,0,4895,5622,5622,0.15,0.15,0,None,0,0,0,0,0,1,1,0,0,0,0.92,0.92,1,10,0,0,1,0,0,0,0,12,0,0,1,0,battery_mid,0.95,0,0,NE,0,0.027,20,20,0,0,0,0 diff --git a/test/MultiStage/Inputs_p2/Generators_variability.csv b/test/MultiStage/Inputs_p2/Generators_variability.csv new file mode 100644 index 0000000000..509dadf457 --- /dev/null +++ b/test/MultiStage/Inputs_p2/Generators_variability.csv @@ -0,0 +1,121 @@ +Time_Index,natural_gas_combined_cycle,solar_pv,onshore_wind,battery +1,1.0,0.0,0.523972332,1.0 +2,1.0,0.0,0.657110274,1.0 +3,1.0,0.0,0.757477045,1.0 +4,1.0,0.0,0.644009769,1.0 +5,1.0,0.0,0.467615873,1.0 +6,1.0,0.0,0.553678334,1.0 +7,1.0,0.0,0.77921623,1.0 +8,1.0,0.0,0.725531518,1.0 +9,1.0,0.0,0.786552846,1.0 +10,1.0,0.003,0.589495063,1.0 +11,1.0,0.0852,0.436854541,1.0 +12,1.0,0.1324,0.533977807,1.0 +13,1.0,0.1041,0.54939425,1.0 +14,1.0,0.1276,0.297182679,1.0 +15,1.0,0.1108,0.108885378,1.0 +16,1.0,0.0825,0.097908288,1.0 +17,1.0,0.0043,0.092191279,1.0 +18,1.0,0.0,0.112537816,1.0 +19,1.0,0.0,0.366680771,1.0 +20,1.0,0.0,0.794670165,1.0 +21,1.0,0.0,0.931621909,1.0 +22,1.0,0.0,1.0,1.0 +23,1.0,0.0,1.0,1.0 +24,1.0,0.0,1.0,1.0 +25,1.0,0.0,0.676885605,1.0 +26,1.0,0.0,0.738456726,1.0 +27,1.0,0.0,0.703836918,1.0 +28,1.0,0.0,0.697715104,1.0 +29,1.0,0.0,0.578294039,1.0 +30,1.0,0.0,0.478842616,1.0 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+2,Wind,10000 +3,Batteries,6000 diff --git a/test/MultiStage/Inputs_p2/Period_map.csv b/test/MultiStage/Inputs_p2/Period_map.csv new file mode 100644 index 0000000000..72f49e820b --- /dev/null +++ b/test/MultiStage/Inputs_p2/Period_map.csv @@ -0,0 +1,366 @@ +Period_Index,Rep_Period,Rep_Period_Index +1,72,2 +2,72,2 +3,72,2 +4,72,2 +5,72,2 +6,72,2 +7,72,2 +8,72,2 +9,72,2 +10,72,2 +11,72,2 +12,72,2 +13,72,2 +14,72,2 +15,72,2 +16,72,2 +17,72,2 +18,72,2 +19,72,2 +20,72,2 +21,72,2 +22,72,2 +23,72,2 +24,72,2 +25,72,2 +26,72,2 +27,27,1 +28,72,2 +29,72,2 +30,72,2 +31,72,2 +32,72,2 +33,72,2 +34,72,2 +35,72,2 +36,72,2 +37,72,2 +38,72,2 +39,72,2 +40,72,2 +41,72,2 +42,72,2 +43,72,2 +44,72,2 +45,72,2 +46,72,2 +47,72,2 +48,72,2 +49,72,2 +50,72,2 +51,72,2 +52,72,2 +53,72,2 +54,72,2 +55,72,2 +56,72,2 +57,72,2 +58,72,2 +59,72,2 +60,72,2 +61,72,2 +62,72,2 +63,72,2 +64,72,2 +65,72,2 +66,72,2 +67,72,2 +68,72,2 +69,72,2 +70,72,2 +71,72,2 +72,72,2 +73,72,2 +74,72,2 +75,72,2 +76,72,2 +77,72,2 +78,72,2 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+359,72,2 +360,72,2 +361,72,2 +362,72,2 +363,72,2 +364,72,2 +365,72,2 diff --git a/test/MultiStage/Inputs_p2/Reserves.csv b/test/MultiStage/Inputs_p2/Reserves.csv new file mode 100644 index 0000000000..b495df0dea --- /dev/null +++ b/test/MultiStage/Inputs_p2/Reserves.csv @@ -0,0 +1,2 @@ +Reg_Req_Percent_Demand,Reg_Req_Percent_VRE,Rsv_Req_Percent_Demand,Rsv_Req_Percent_VRE,Unmet_Rsv_Penalty_Dollar_per_MW,Dynamic_Contingency,Static_Contingency_MW +0.01,0.0032,0.033,0.0795,1000,0,0 diff --git a/test/MultiStage/Inputs_p3/CO2_cap.csv b/test/MultiStage/Inputs_p3/CO2_cap.csv new file mode 100644 index 0000000000..cfb18ecf62 --- /dev/null +++ b/test/MultiStage/Inputs_p3/CO2_cap.csv @@ -0,0 +1,2 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Max_tons_MWh_1,CO_2_Max_Mtons_1 +NE,z1,1,0.05,0.05 \ No newline at end of file diff --git a/test/MultiStage/Inputs_p3/Capacity_reserve_margin.csv b/test/MultiStage/Inputs_p3/Capacity_reserve_margin.csv new file mode 100644 index 0000000000..1cda938c80 --- /dev/null +++ b/test/MultiStage/Inputs_p3/Capacity_reserve_margin.csv @@ -0,0 +1,2 @@ +,Network_zones,CapRes_1 +NE,z1,0.156 diff --git a/test/MultiStage/Inputs_p3/Demand_data.csv b/test/MultiStage/Inputs_p3/Demand_data.csv new file mode 100644 index 0000000000..473c675be1 --- /dev/null +++ b/test/MultiStage/Inputs_p3/Demand_data.csv @@ -0,0 +1,121 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1 +50000,1,1,1,5,24,24.0,1,11122.0 +,,,,,,3672.0,2,10655.0 +,,,,,,5016.0,3,10441.0 +,,,,,,24.0,4,10365.0 +,,,,,,24.0,5,10639.0 +,,,,,,,6,11577.0 +,,,,,,,7,13349.0 +,,,,,,,8,14550.0 +,,,,,,,9,14922.0 +,,,,,,,10,15165.0 +,,,,,,,11,15328.0 +,,,,,,,12,15380.0 +,,,,,,,13,15275.0 +,,,,,,,14,15154.0 +,,,,,,,15,14953.0 +,,,,,,,16,14885.0 +,,,,,,,17,15340.0 +,,,,,,,18,16003.0 +,,,,,,,19,15767.0 +,,,,,,,20,15236.0 +,,,,,,,21,14663.0 +,,,,,,,22,13889.0 +,,,,,,,23,12855.0 +,,,,,,,24,11809.0 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0000000000..50c97b4b39 --- /dev/null +++ b/test/MultiStage/Inputs_p3/Energy_share_requirement.csv @@ -0,0 +1,2 @@ +,Network_zones,ESR_1,ESR_2 +NE,z1,0.259,0.348 diff --git a/test/MultiStage/Inputs_p3/Fuels_data.csv b/test/MultiStage/Inputs_p3/Fuels_data.csv new file mode 100644 index 0000000000..4c5f7bc799 --- /dev/null +++ b/test/MultiStage/Inputs_p3/Fuels_data.csv @@ -0,0 +1,122 @@ +Time_Index,NG,None +0,0.05306,0.0 +1,5.28,0.0 +2,5.28,0.0 +3,5.28,0.0 +4,5.28,0.0 +5,5.28,0.0 +6,5.28,0.0 +7,5.28,0.0 +8,5.28,0.0 +9,5.28,0.0 +10,5.28,0.0 +11,5.28,0.0 +12,5.28,0.0 +13,5.28,0.0 +14,5.28,0.0 +15,5.28,0.0 +16,5.28,0.0 +17,5.28,0.0 +18,5.28,0.0 +19,5.28,0.0 +20,5.28,0.0 +21,5.28,0.0 +22,5.28,0.0 +23,5.28,0.0 +24,5.28,0.0 +25,3.69,0.0 +26,3.69,0.0 +27,3.69,0.0 +28,3.69,0.0 +29,3.69,0.0 +30,3.69,0.0 +31,3.69,0.0 +32,3.69,0.0 +33,3.69,0.0 +34,3.69,0.0 +35,3.69,0.0 +36,3.69,0.0 +37,3.69,0.0 +38,3.69,0.0 +39,3.69,0.0 +40,3.69,0.0 +41,3.69,0.0 +42,3.69,0.0 +43,3.69,0.0 +44,3.69,0.0 +45,3.69,0.0 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--git a/test/MultiStage/Inputs_p3/Generators_data.csv b/test/MultiStage/Inputs_p3/Generators_data.csv new file mode 100644 index 0000000000..37d6c4d751 --- /dev/null +++ b/test/MultiStage/Inputs_p3/Generators_data.csv @@ -0,0 +1,5 @@ +Resource,Zone,THERM,MUST_RUN,STOR,FLEX,HYDRO,VRE,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Existing_Charge_Cap_MW,Max_Cap_MW,Max_Cap_MWh,Max_Charge_Cap_MW,Min_Cap_MW,Min_Cap_MWh,Min_Charge_Cap_MW,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Inv_Cost_Charge_per_MWyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Fixed_OM_Cost_Charge_per_MWyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Hydro_Energy_to_Power_Ratio,Min_Power,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Max_Flexible_Demand_Advance,Max_Flexible_Demand_Delay,Flexible_Demand_Energy_Eff,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,MinCapTag,MinCapTag_1,MinCapTag_2,MinCapTag_3,MGA,Resource_Type,CapRes_1,ESR_1,ESR_2,region,cluster,WACC,Capital_Recovery_Period,Lifetime,Min_Retired_Cap_MW,Min_Retired_Energy_Cap_MW,Min_Retired_Charge_Cap_MW,LDS +natural_gas_combined_cycle,1,1,0,0,0,0,0,0,1,1,0,0,0,-1,-1,-1,0,0,0,65400,0,0,10287,0,0,3.55,0,7.43,NG,250,91,2,6,6,0.64,0.64,0,0.468,0,1,1,0,0,0,0,1,0.25,0.5,0,0,2,0,0,0,1,natural_gas_fired_combined_cycle,0.93,0,0,NE,1,0.039,20,20,0,0,0,0 +solar_pv,1,0,0,0,0,0,1,1,1,1,0,0,0,-1,-1,-1,0,0,0,85300,0,0,18760,0,0,0,0,9.13,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,1,0,0,0,0,7,1,0,0,1,solar_photovoltaic,0.8,1,1,NE,1,0.017,20,20,0,0,0,0 +onshore_wind,1,0,0,0,0,0,1,1,1,1,0,0,0,-1,-1,-1,0,0,0,97200,0,0,43205,0,0,0.1,0,9.12,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,1,0,0,0,0,6,0,1,0,1,onshore_wind_turbine,0.8,1,1,NE,1,0.024,20,20,0,0,0,0 +battery,1,0,0,1,0,0,0,0,1,1,0,0,0,-1,-1,-1,0,0,0,19584,22494,0,4895,5622,5622,0.15,0.15,0,None,0,0,0,0,0,1,1,0,0,0,0.92,0.92,1,10,0,0,1,0,0,0,0,12,0,0,1,0,battery_mid,0.95,0,0,NE,0,0.027,20,20,0,0,0,0 diff --git a/test/MultiStage/Inputs_p3/Generators_variability.csv b/test/MultiStage/Inputs_p3/Generators_variability.csv new file mode 100644 index 0000000000..509dadf457 --- /dev/null +++ b/test/MultiStage/Inputs_p3/Generators_variability.csv @@ -0,0 +1,121 @@ +Time_Index,natural_gas_combined_cycle,solar_pv,onshore_wind,battery +1,1.0,0.0,0.523972332,1.0 +2,1.0,0.0,0.657110274,1.0 +3,1.0,0.0,0.757477045,1.0 +4,1.0,0.0,0.644009769,1.0 +5,1.0,0.0,0.467615873,1.0 +6,1.0,0.0,0.553678334,1.0 +7,1.0,0.0,0.77921623,1.0 +8,1.0,0.0,0.725531518,1.0 +9,1.0,0.0,0.786552846,1.0 +10,1.0,0.003,0.589495063,1.0 +11,1.0,0.0852,0.436854541,1.0 +12,1.0,0.1324,0.533977807,1.0 +13,1.0,0.1041,0.54939425,1.0 +14,1.0,0.1276,0.297182679,1.0 +15,1.0,0.1108,0.108885378,1.0 +16,1.0,0.0825,0.097908288,1.0 +17,1.0,0.0043,0.092191279,1.0 +18,1.0,0.0,0.112537816,1.0 +19,1.0,0.0,0.366680771,1.0 +20,1.0,0.0,0.794670165,1.0 +21,1.0,0.0,0.931621909,1.0 +22,1.0,0.0,1.0,1.0 +23,1.0,0.0,1.0,1.0 +24,1.0,0.0,1.0,1.0 +25,1.0,0.0,0.676885605,1.0 +26,1.0,0.0,0.738456726,1.0 +27,1.0,0.0,0.703836918,1.0 +28,1.0,0.0,0.697715104,1.0 +29,1.0,0.0,0.578294039,1.0 +30,1.0,0.0,0.478842616,1.0 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+2,Wind,10000 +3,Batteries,6000 diff --git a/test/MultiStage/Inputs_p3/Period_map.csv b/test/MultiStage/Inputs_p3/Period_map.csv new file mode 100644 index 0000000000..72f49e820b --- /dev/null +++ b/test/MultiStage/Inputs_p3/Period_map.csv @@ -0,0 +1,366 @@ +Period_Index,Rep_Period,Rep_Period_Index +1,72,2 +2,72,2 +3,72,2 +4,72,2 +5,72,2 +6,72,2 +7,72,2 +8,72,2 +9,72,2 +10,72,2 +11,72,2 +12,72,2 +13,72,2 +14,72,2 +15,72,2 +16,72,2 +17,72,2 +18,72,2 +19,72,2 +20,72,2 +21,72,2 +22,72,2 +23,72,2 +24,72,2 +25,72,2 +26,72,2 +27,27,1 +28,72,2 +29,72,2 +30,72,2 +31,72,2 +32,72,2 +33,72,2 +34,72,2 +35,72,2 +36,72,2 +37,72,2 +38,72,2 +39,72,2 +40,72,2 +41,72,2 +42,72,2 +43,72,2 +44,72,2 +45,72,2 +46,72,2 +47,72,2 +48,72,2 +49,72,2 +50,72,2 +51,72,2 +52,72,2 +53,72,2 +54,72,2 +55,72,2 +56,72,2 +57,72,2 +58,72,2 +59,72,2 +60,72,2 +61,72,2 +62,72,2 +63,72,2 +64,72,2 +65,72,2 +66,72,2 +67,72,2 +68,72,2 +69,72,2 +70,72,2 +71,72,2 +72,72,2 +73,72,2 +74,72,2 +75,72,2 +76,72,2 +77,72,2 +78,72,2 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+359,72,2 +360,72,2 +361,72,2 +362,72,2 +363,72,2 +364,72,2 +365,72,2 diff --git a/test/MultiStage/Inputs_p3/Reserves.csv b/test/MultiStage/Inputs_p3/Reserves.csv new file mode 100644 index 0000000000..b495df0dea --- /dev/null +++ b/test/MultiStage/Inputs_p3/Reserves.csv @@ -0,0 +1,2 @@ +Reg_Req_Percent_Demand,Reg_Req_Percent_VRE,Rsv_Req_Percent_Demand,Rsv_Req_Percent_VRE,Unmet_Rsv_Penalty_Dollar_per_MW,Dynamic_Contingency,Static_Contingency_MW +0.01,0.0032,0.033,0.0795,1000,0,0 diff --git a/test/MultiStage/highs_settings.yml b/test/MultiStage/highs_settings.yml new file mode 100644 index 0000000000..e520dfbef7 --- /dev/null +++ b/test/MultiStage/highs_settings.yml @@ -0,0 +1,12 @@ +# HiGHS Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Primal feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +Optimal_Tol: 1.0e-05 # Dual feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +TimeLimit: 1.0e23 # Time limit # [type: double, advanced: false, range: [0, inf], default: inf] +Pre_Solve: on # Presolve option: "off", "choose" or "on" # [type: string, advanced: false, default: "choose"] +Method: ipm # HiGHS-specific solver settings # Solver option: "simplex", "choose" or "ipm" # [type: string, advanced: false, default: "choose"] +ipm_optimality_tolerance: 1e-04 + +# run the crossover routine for ipx +# [type: string, advanced: "on", range: {"off", "on"}, default: "off"] +run_crossover: "on" diff --git a/test/PiecewiseFuel_CO2/CO2_cap.csv b/test/PiecewiseFuel_CO2/CO2_cap.csv new file mode 100644 index 0000000000..4971b2515f --- /dev/null +++ b/test/PiecewiseFuel_CO2/CO2_cap.csv @@ -0,0 +1,2 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Max_tons_MWh_1,CO_2_Max_Mtons_1 +NE,z1,1,0,0 diff --git a/test/PiecewiseFuel_CO2/Demand_data.csv b/test/PiecewiseFuel_CO2/Demand_data.csv new file mode 100644 index 0000000000..01f65be662 --- /dev/null +++ b/test/PiecewiseFuel_CO2/Demand_data.csv @@ -0,0 +1,25 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,$/MWh,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1 +2000,1,1,1,2000,1,24,8760,1,10000 +,2,0.9,0.04,1800,,,,2,9500 +,3,0.55,0.024,1100,,,,3,9000 +,4,0.2,0.003,400,,,,4,8500 +,,,,,,,,5,8000 +,,,,,,,,6,7500 +,,,,,,,,7,8000 +,,,,,,,,8,8500 +,,,,,,,,9,9000 +,,,,,,,,10,9500 +,,,,,,,,11,10000 +,,,,,,,,12,10500 +,,,,,,,,13,11000 +,,,,,,,,14,11500 +,,,,,,,,15,12000 +,,,,,,,,16,12500 +,,,,,,,,17,13000 +,,,,,,,,18,14000 +,,,,,,,,19,15000 +,,,,,,,,20,16000 +,,,,,,,,21,17000 +,,,,,,,,22,16000 +,,,,,,,,23,15000 +,,,,,,,,24,14000 diff --git a/test/PiecewiseFuel_CO2/Fuels_data.csv b/test/PiecewiseFuel_CO2/Fuels_data.csv new file mode 100644 index 0000000000..d5b36b7fbf --- /dev/null +++ b/test/PiecewiseFuel_CO2/Fuels_data.csv @@ -0,0 +1,26 @@ +Time_Index,NG,Biomass +0,0.05306,0.095 +1,4,8 +2,4,8 +3,4,8 +4,4,8 +5,4,8 +6,4,8 +7,4,8 +8,4,8 +9,4,8 +10,4,8 +11,4,8 +12,4,8 +13,4,8 +14,4,8 +15,4,8 +16,4,8 +17,4,8 +18,4,8 +19,4,8 +20,4,8 +21,4,8 +22,4,8 +23,4,8 +24,4,8 diff --git a/test/PiecewiseFuel_CO2/Generators_data.csv b/test/PiecewiseFuel_CO2/Generators_data.csv new file mode 100644 index 0000000000..a60a81192d --- /dev/null +++ b/test/PiecewiseFuel_CO2/Generators_data.csv @@ -0,0 +1,4 @@ +Resource,Zone,THERM,MUST_RUN,STOR,FLEX,HYDRO,VRE,LDS,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Existing_Charge_Cap_MW,Max_Cap_MW,Max_Cap_MWh,Max_Charge_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Inv_Cost_Charge_per_MWyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Fixed_OM_Cost_Charge_per_MWyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Min_Power,Eff_Up,Eff_Down,Resource_Type,region,cluster,PWFU_Fuel_Usage_Zero_Load_MMBTU_per_h,PWFU_Heat_Rate_MMBTU_per_MWh_1,PWFU_Heat_Rate_MMBTU_per_MWh_2,PWFU_Load_Point_MW_1,PWFU_Load_Point_MW_2,CO2_Capture_Fraction,CO2_Capture_Fraction_Startup,CCS_Disposal_Cost_per_Metric_Ton,Biomass +onshore_wind,1,0,0,0,0,0,1,0,1,0,1,15000,0,0,-1,-1,-1,0,0,0,0,0,0,0,0,0,0,None,100,0,0,0,0,1,1,0,1,1,onshore_wind_turbine,NE,1,0,0,0,0,0,0,0,0,0 +natural_gas_combined_cycle_ccs,1,1,0,0,0,0,0,0,0,0,1,15000,0,0,-1,-1,-1,0,0,0,0,0,0,0,5,0,0,NG,250,91,2,6,6,0.64,0.64,0.468,1,1,natural_gas_fired_combined_cycle_ccs,NE,1,400,6,7.2,160,250,0.9,0.6,20,0 +biomass_ccs,1,1,0,0,0,0,0,0,0,0,1,300,0,0,-1,-1,-1,0,0,0,0,0,0,0,10,0,10,Biomass,300,91,2,6,6,0.64,0.64,0.468,1,1,biomass_ccs,NE,1,0,0,0,0,0,0.9,0.6,20,1 diff --git a/test/PiecewiseFuel_CO2/Generators_variability.csv b/test/PiecewiseFuel_CO2/Generators_variability.csv new file mode 100644 index 0000000000..9d2a2871bd --- /dev/null +++ b/test/PiecewiseFuel_CO2/Generators_variability.csv @@ -0,0 +1,25 @@ +Time_Index,onshore_wind +1,0.889717042 +2,0.877715468 +3,0.903424203 +4,0.895153165 +5,0.757258117 +6,0.630928695 +7,0.557177782 +8,0.6072492 +9,0.423417866 +10,0.007470775 +11,0.002535942 +12,0.002153709 +13,0.00445132 +14,0.007711587 +15,0.100848213 +16,0.201802149 +17,0.141933054 +18,0.567022562 +19,0.946024895 +20,0.923394203 +21,0.953386247 +22,0.929205418 +23,0.849528909 +24,0.665570974 diff --git a/test/PiecewiseFuel_CO2/highs_settings.yml b/test/PiecewiseFuel_CO2/highs_settings.yml new file mode 100644 index 0000000000..e52efb9a12 --- /dev/null +++ b/test/PiecewiseFuel_CO2/highs_settings.yml @@ -0,0 +1,7 @@ +# HiGHS Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Primal feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +Optimal_Tol: 1.0e-05 # Dual feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +TimeLimit: 1.0e23 # Time limit # [type: double, advanced: false, range: [0, inf], default: inf] +Pre_Solve: on # Presolve option: "off", "choose" or "on" # [type: string, advanced: false, default: "choose"] +Method: simplex # HiGHS-specific solver settings # Solver option: "simplex", "choose" or "ipm" # [type: string, advanced: false, default: "choose"] diff --git a/test/TDR/CO2_cap.csv b/test/TDR/CO2_cap.csv new file mode 100644 index 0000000000..1b5869ce2e --- /dev/null +++ b/test/TDR/CO2_cap.csv @@ -0,0 +1,2 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Max_tons_MWh_1,CO_2_Max_Mtons_1 +NE,z1,1,0.05,0.018 diff --git a/test/TDR/Capacity_reserve_margin.csv b/test/TDR/Capacity_reserve_margin.csv new file mode 100644 index 0000000000..1cda938c80 --- /dev/null +++ b/test/TDR/Capacity_reserve_margin.csv @@ -0,0 +1,2 @@ +,Network_zones,CapRes_1 +NE,z1,0.156 diff --git a/test/TDR/Demand_data.csv b/test/TDR/Demand_data.csv new file mode 100644 index 0000000000..e1faac16c8 --- /dev/null +++ b/test/TDR/Demand_data.csv @@ -0,0 +1,8761 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1 +50000,1,1,1,1,8760,8760,1,11162 +,,,,,,,2,10556 +,,,,,,,3,10105 +,,,,,,,4,9878 +,,,,,,,5,9843 +,,,,,,,6,10017 +,,,,,,,7,10390 +,,,,,,,8,10727 +,,,,,,,9,11298 +,,,,,,,10,11859 +,,,,,,,11,12196 +,,,,,,,12,12321 +,,,,,,,13,12381 +,,,,,,,14,12270 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+Resource,Zone,THERM,MUST_RUN,STOR,FLEX,HYDRO,VRE,LDS,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Existing_Charge_Cap_MW,Max_Cap_MW,Max_Cap_MWh,Max_Charge_Cap_MW,Min_Cap_MW,Min_Cap_MWh,Min_Charge_Cap_MW,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Inv_Cost_Charge_per_MWyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Fixed_OM_Cost_Charge_per_MWyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Hydro_Energy_to_Power_Ratio,Min_Power,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Max_Flexible_Demand_Advance,Max_Flexible_Demand_Delay,Flexible_Demand_Energy_Eff,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,MaxCapTag_1,MaxCapTag_2,MaxCapTag_3,MinCapTag_1,MinCapTag_2,MinCapTag_3,MGA,Resource_Type,CapRes_1,ESR_1,ESR_2,region,cluster 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b/test/TDR/TDR_Results_test/time_domain_reduction_settings.yml new file mode 100644 index 0000000000..5f02386d72 --- /dev/null +++ b/test/TDR/TDR_Results_test/time_domain_reduction_settings.yml @@ -0,0 +1,60 @@ +IterativelyAddPeriods: 1 +ExtremePeriods: + Wind: + System: + Absolute: + Min: 0 + Max: 0 + Integral: + Min: 0 + Max: 0 + Zone: + Absolute: + Min: 0 + Max: 0 + Integral: + Min: 1 + Max: 0 + PV: + System: + Absolute: + Min: 0 + Max: 0 + Integral: + Min: 0 + Max: 0 + Zone: + Absolute: + Min: 0 + Max: 0 + Integral: + Min: 1 + Max: 0 + Demand: + System: + Absolute: + Min: 0 + Max: 1 + Integral: + Min: 0 + Max: 0 + Zone: + Absolute: + Min: 0 + Max: 0 + Integral: + Min: 0 + Max: 0 +UseExtremePeriods: 1 +MinPeriods: 8 +MaxPeriods: 11 +DemandWeight: 1 +ClusterFuelPrices: 1 +nReps: 100 +MultiStageConcatenate: 0 +Threshold: 0.05 +TimestepsPerRepPeriod: 168 +IterateMethod: "cluster" +ScalingMethod: "S" +ClusterMethod: "kmeans" +WeightTotal: 8760 diff --git a/test/TDR/TDR_Results_true/Demand_data.csv b/test/TDR/TDR_Results_true/Demand_data.csv new file mode 100644 index 0000000000..06ba2d68e0 --- /dev/null +++ b/test/TDR/TDR_Results_true/Demand_data.csv @@ -0,0 +1,1849 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1 +50000,1,1,1,11,168,505.3846153846154,1,12458.0 +,,,,,,1684.6153846153848,2,12050.0 +,,,,,,842.3076923076924,3,11852.0 +,,,,,,2695.3846153846157,4,11767.0 +,,,,,,1684.6153846153848,5,11845.0 +,,,,,,168.46153846153848,6,12167.0 +,,,,,,168.46153846153848,7,12740.0 +,,,,,,168.46153846153848,8,13365.0 +,,,,,,168.46153846153848,9,14193.0 +,,,,,,168.46153846153848,10,14704.0 +,,,,,,505.3846153846154,11,14906.0 +,,,,,,,12,14902.0 +,,,,,,,13,14813.0 +,,,,,,,14,14701.0 +,,,,,,,15,14657.0 +,,,,,,,16,14683.0 +,,,,,,,17,15368.0 +,,,,,,,18,16390.0 +,,,,,,,19,16396.0 +,,,,,,,20,16097.0 +,,,,,,,21,15507.0 +,,,,,,,22,14535.0 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z6oP+WL0MKB*+nv}r7KyxIqcjP9xI}8M^c8FlQ}VZZiR=>I&Il z!K-yr{WgR=|F>i6gx3$GC3DZM*S3tT5Yj=psK*OjDs_}_;j>+hENUxuPK4LSTY zX_mS)%kO$iLxSV?`qI!?>T*lO6IqgRGwE8}nHyT2O8b5I Mzact--uYwy7ounT_W%F@ literal 0 HcmV?d00001 diff --git a/test/TDR/time_domain_reduction_settings.yml b/test/TDR/time_domain_reduction_settings.yml new file mode 100644 index 0000000000..537b80d797 --- /dev/null +++ b/test/TDR/time_domain_reduction_settings.yml @@ -0,0 +1,151 @@ +##### +# +# TIME DOMAIN REDUCTION SETTINGS +# +# Set parameters here that organize how your full timeseries +# data will be divided into representative period clusters. +# Ensure that time_domain_reduction is set to 1 in GenX_settings.yml +# before running. Run within GenX or use PreCluster.jl to test and +# examine representative period output before proceeding. +# Specify your data input directory as inpath within Run_test.jl +# or PreCluster.jl. +# +##### + + # - TimestepsPerRepPeriod + # Typically 168 timesteps (e.g., hours) per period, this designates + # the length of each representative period. +TimestepsPerRepPeriod: 168 + + # - ClusterMethod + # Either 'kmeans' or 'kmedoids', this designates the method used to cluster + # periods and determine each point's representative period. +ClusterMethod: 'kmeans' + + # - ScalingMethod + # Either 'N' or 'S', this designates directs the module to normalize ([0,1]) + # or standardize (mean 0, variance 1) the input data. +ScalingMethod: "S" + + # - MaxPeriods + # The maximum number of periods - both clustered periods and extreme periods - + # that may be used to represent the input data. If IterativelyAddPeriods is on and the + # error threshold is never met, this will be the total number of periods. +MaxPeriods: 11 + + # - MinPeriods + # The minimum number of periods used to represent the input data. If using + # UseExtremePeriods, this must be at least the number of extreme periods requests. If + # IterativelyAddPeriods if off, this will be the total number of periods. +MinPeriods: 8 + + # - IterativelyAddPeriods + # Either 'yes' or 'no', this designates whether or not to add periods + # until the error threshold between input data and represented data is met or the maximum + # number of periods is reached. +IterativelyAddPeriods: 1 + + # - IterateMethod + # Either 'cluster' or 'extreme', this designates whether to add clusters to + # the kmeans/kmedoids method or to set aside the worst-fitting periods as a new extreme periods. + # The default option is 'cluster'. +IterateMethod: "cluster" + + # - Threshold + # Iterative period addition will end if the period farthest (Euclidean Distance) + # from its representative period is within this percentage of the total possible error (for normalization) + # or ~95% of the total possible error (for standardization). E.g., for a threshold of 0.01, + # every period must be within 1% of the spread of possible error before the clustering + # iterations will terminate (or until the max number of periods is reached). +Threshold: 0.05 + + # - nReps + # The number of times to repeat each kmeans/kmedoids clustering at the same setting. +nReps: 100 + + # - DemandWeight + # Default 1, this is an optional multiplier on demand columns in order to prioritize + # better fits for demand profiles over resource capacity factor profiles. +DemandWeight: 1 + + # - WeightTotal + # Default 8760, the sum to which the relative weights of representative periods will be scaled. +WeightTotal: 8760 + + # - ClusterFuelPrices + # Either 1 (yes) or 0 (no), this indicates whether or not to use the fuel price + # time series in Fuels_data.csv in the clustering process. If 0, this function will still write + # Fuels_data_clustered.csv with reshaped fuel prices based on the number and size of the + # representative weeks, assuming a constant time series of fuel prices with length equal to the + # number of timesteps in the raw input data. +ClusterFuelPrices: 1 + + # - UseExtremePeriods + # Either 'yes' or 'no', this designates whether or not to include + # outliers (by performance or demand/resource extreme) as their own representative periods. + # This setting automatically includes the periods with maximum demand, minimum solar cf and + # minimum wind cf as extreme periods. +UseExtremePeriods: 1 + + # - MultiStageConcatenate + # (Only considered if MultiStage = 1 in genx_settings.yml) + # If 1, this designates that the model should time domain reduce the input data + # of all model stages together. Else if 0, the model will time domain reduce each + # stage separately +MultiStageConcatenate: 0 + +# STILL IN DEVELOPMENT - Currently just uses integral max demand, integral min PV and wind. +# - ExtremePeriods +# Use this to define which periods to be included among the final representative periods +# as "Extreme Periods". +# Select by profile type: demand ("Demand"), solar PV capacity factors ("PV"), and wind capacity factors ("Wind"). +# Select whether to examine these profiles by zone ("Zone") or across the whole system ("System"). +# Select whether to look for absolute max/min at the timestep level ("Absolute") +# or max/min sum across the period ("Integral"). +# Select whether you want the maximum ("Max") or minimum ("Min") (of the prior type) for each profile type. +ExtremePeriods: + Demand: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + System: + Absolute: + Max: 1 + Min: 0 + Integral: + Max: 0 + Min: 0 + PV: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + Wind: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 diff --git a/test/ThreeZones/CO2_cap.csv b/test/ThreeZones/CO2_cap.csv new file mode 100644 index 0000000000..fbd59924ee --- /dev/null +++ b/test/ThreeZones/CO2_cap.csv @@ -0,0 +1,4 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Cap_Zone_2,CO_2_Cap_Zone_3,CO_2_Max_tons_MWh_1,CO_2_Max_tons_MWh_2,CO_2_Max_tons_MWh_3,CO_2_Max_Mtons_1,CO_2_Max_Mtons_2,CO_2_Max_Mtons_3 +MA,z1,1,0,0,0.05,0,0,0.018,0,0 +CT,z2,0,1,0,0,0.05,0,0,0.025,0 +ME,z3,0,0,1,0,0,0.05,0,0,0.025 diff --git a/test/ThreeZones/Capacity_reserve_margin.csv b/test/ThreeZones/Capacity_reserve_margin.csv new file mode 100644 index 0000000000..55077ad095 --- /dev/null +++ b/test/ThreeZones/Capacity_reserve_margin.csv @@ -0,0 +1,4 @@ +,Network_zones,CapRes_1 +MA,z1,0.156 +CT,z2,0.156 +ME,z3,0.156 diff --git a/test/ThreeZones/Demand_data.csv b/test/ThreeZones/Demand_data.csv new file mode 100644 index 0000000000..433d333562 --- /dev/null +++ b/test/ThreeZones/Demand_data.csv @@ -0,0 +1,121 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,$/MWh,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1,Demand_MW_z2,Demand_MW_z3 +50000,1,1.0,1.0,2000,5,24,24.0,1,7822.0,2234.0,1066.0 +,2,0.9,0.04,1800,,,24.0,2,7494.0,2140.0,1021.0 +,3,0.55,0.024,1100,,,8664.0,3,7343.0,2097.0,1001.0 +,4,0.2,0.003,400,,,24.0,4,7289.0,2082.0,994.0 +,,,,,,,24.0,5,7482.0,2137.0,1020.0 +,,,,,,,,6,8142.0,2325.0,1110.0 +,,,,,,,,7,9388.0,2681.0,1280.0 +,,,,,,,,8,10233.0,2922.0,1395.0 +,,,,,,,,9,10494.0,2997.0,1431.0 +,,,,,,,,10,10665.0,3046.0,1454.0 +,,,,,,,,11,10780.0,3079.0,1469.0 +,,,,,,,,12,10817.0,3089.0,1474.0 +,,,,,,,,13,10743.0,3068.0,1464.0 +,,,,,,,,14,10657.0,3044.0,1453.0 +,,,,,,,,15,10516.0,3003.0,1434.0 +,,,,,,,,16,10468.0,2990.0,1427.0 +,,,,,,,,17,10788.0,3081.0,1471.0 +,,,,,,,,18,11254.0,3214.0,1535.0 +,,,,,,,,19,11088.0,3167.0,1512.0 +,,,,,,,,20,10715.0,3060.0,1461.0 +,,,,,,,,21,10312.0,2945.0,1406.0 +,,,,,,,,22,9767.0,2790.0,1332.0 +,,,,,,,,23,9041.0,2582.0,1232.0 +,,,,,,,,24,8305.0,2372.0,1132.0 +,,,,,,,,25,10503.0,3000.0,1432.0 +,,,,,,,,26,9889.0,2825.0,1348.0 +,,,,,,,,27,9493.0,2711.0,1294.0 +,,,,,,,,28,9245.0,2640.0,1261.0 +,,,,,,,,29,9268.0,2647.0,1263.0 +,,,,,,,,30,9643.0,2754.0,1315.0 +,,,,,,,,31,10684.0,3051.0,1457.0 +,,,,,,,,32,12036.0,3437.0,1641.0 +,,,,,,,,33,13120.0,3747.0,1789.0 +,,,,,,,,34,14080.0,4021.0,1919.0 +,,,,,,,,35,14910.0,4258.0,2033.0 +,,,,,,,,36,15478.0,4421.0,2110.0 +,,,,,,,,37,15870.0,4533.0,2164.0 +,,,,,,,,38,16225.0,4633.0,2212.0 +,,,,,,,,39,16448.0,4698.0,2242.0 +,,,,,,,,40,16617.0,4746.0,2266.0 +,,,,,,,,41,16717.0,4774.0,2279.0 +,,,,,,,,42,16579.0,4735.0,2261.0 +,,,,,,,,43,16199.0,4626.0,2209.0 +,,,,,,,,44,15701.0,4484.0,2140.0 +,,,,,,,,45,15416.0,4403.0,2102.0 +,,,,,,,,46,14854.0,4243.0,2025.0 +,,,,,,,,47,13581.0,3878.0,1852.0 +,,,,,,,,48,12317.0,3518.0,1679.0 +,,,,,,,,49,6825.0,1949.0,930.0 +,,,,,,,,50,6525.0,1863.0,889.0 +,,,,,,,,51,6366.0,1818.0,868.0 +,,,,,,,,52,6353.0,1814.0,866.0 +,,,,,,,,53,6544.0,1868.0,892.0 +,,,,,,,,54,7251.0,2071.0,989.0 +,,,,,,,,55,8516.0,2432.0,1161.0 +,,,,,,,,56,9268.0,2647.0,1263.0 +,,,,,,,,57,9477.0,2706.0,1292.0 +,,,,,,,,58,9630.0,2750.0,1312.0 +,,,,,,,,59,9780.0,2793.0,1333.0 +,,,,,,,,60,9832.0,2808.0,1340.0 +,,,,,,,,61,9815.0,2803.0,1338.0 +,,,,,,,,62,9821.0,2805.0,1339.0 +,,,,,,,,63,9773.0,2791.0,1332.0 +,,,,,,,,64,9871.0,2819.0,1346.0 +,,,,,,,,65,10449.0,2985.0,1424.0 +,,,,,,,,66,11079.0,3165.0,1510.0 +,,,,,,,,67,10981.0,3136.0,1497.0 +,,,,,,,,68,10679.0,3050.0,1456.0 +,,,,,,,,69,10229.0,2921.0,1394.0 +,,,,,,,,70,9529.0,2721.0,1299.0 +,,,,,,,,71,8609.0,2459.0,1174.0 +,,,,,,,,72,7809.0,2230.0,1065.0 +,,,,,,,,73,7508.0,2144.0,1024.0 +,,,,,,,,74,7225.0,2063.0,985.0 +,,,,,,,,75,7088.0,2024.0,966.0 +,,,,,,,,76,7040.0,2010.0,959.0 +,,,,,,,,77,7101.0,2028.0,968.0 +,,,,,,,,78,7334.0,2094.0,999.0 +,,,,,,,,79,7705.0,2200.0,1050.0 +,,,,,,,,80,8157.0,2329.0,1112.0 +,,,,,,,,81,8671.0,2476.0,1182.0 +,,,,,,,,82,8939.0,2553.0,1219.0 +,,,,,,,,83,9005.0,2572.0,1227.0 +,,,,,,,,84,8996.0,2569.0,1226.0 +,,,,,,,,85,8922.0,2548.0,1216.0 +,,,,,,,,86,8825.0,2520.0,1203.0 +,,,,,,,,87,8781.0,2508.0,1197.0 +,,,,,,,,88,8986.0,2566.0,1225.0 +,,,,,,,,89,9858.0,2815.0,1344.0 +,,,,,,,,90,10631.0,3036.0,1449.0 +,,,,,,,,91,10584.0,3022.0,1443.0 +,,,,,,,,92,10304.0,2943.0,1405.0 +,,,,,,,,93,9937.0,2838.0,1355.0 +,,,,,,,,94,9289.0,2653.0,1267.0 +,,,,,,,,95,8529.0,2436.0,1163.0 +,,,,,,,,96,7851.0,2242.0,1070.0 +,,,,,,,,97,7899.0,2256.0,1077.0 +,,,,,,,,98,7613.0,2174.0,1038.0 +,,,,,,,,99,7477.0,2135.0,1020.0 +,,,,,,,,100,7470.0,2134.0,1018.0 +,,,,,,,,101,7699.0,2199.0,1050.0 +,,,,,,,,102,8428.0,2407.0,1149.0 +,,,,,,,,103,9761.0,2787.0,1331.0 +,,,,,,,,104,10471.0,2991.0,1428.0 +,,,,,,,,105,10643.0,3040.0,1451.0 +,,,,,,,,106,10719.0,3061.0,1461.0 +,,,,,,,,107,10802.0,3085.0,1473.0 +,,,,,,,,108,10835.0,3095.0,1477.0 +,,,,,,,,109,10820.0,3090.0,1475.0 +,,,,,,,,110,10811.0,3087.0,1474.0 +,,,,,,,,111,10750.0,3070.0,1465.0 +,,,,,,,,112,10888.0,3110.0,1484.0 +,,,,,,,,113,11635.0,3323.0,1586.0 +,,,,,,,,114,12129.0,3464.0,1654.0 +,,,,,,,,115,12036.0,3437.0,1641.0 +,,,,,,,,116,11714.0,3346.0,1597.0 +,,,,,,,,117,11207.0,3201.0,1528.0 +,,,,,,,,118,10396.0,2969.0,1418.0 +,,,,,,,,119,9383.0,2680.0,1279.0 +,,,,,,,,120,8476.0,2420.0,1156.0 diff --git a/test/ThreeZones/Energy_share_requirement.csv b/test/ThreeZones/Energy_share_requirement.csv new file mode 100644 index 0000000000..3d49badae7 --- /dev/null +++ b/test/ThreeZones/Energy_share_requirement.csv @@ -0,0 +1,4 @@ +,Network_zones,ESR_1,ESR_2 +MA,z1,0.259,0.348 +CT,z2,0.44,0.44 +ME,z3,0.776,0.776 diff --git a/test/ThreeZones/Fuels_data.csv b/test/ThreeZones/Fuels_data.csv new file mode 100644 index 0000000000..b181044f9b --- /dev/null +++ b/test/ThreeZones/Fuels_data.csv @@ -0,0 +1,122 @@ +Time_Index,CT_NG,ME_NG,MA_NG,None +0,0.05306,0.05306,0.05306,0.0 +1,5.45,5.45,5.28,0.0 +2,5.45,5.45,5.28,0.0 +3,5.45,5.45,5.28,0.0 +4,5.45,5.45,5.28,0.0 +5,5.45,5.45,5.28,0.0 +6,5.45,5.45,5.28,0.0 +7,5.45,5.45,5.28,0.0 +8,5.45,5.45,5.28,0.0 +9,5.45,5.45,5.28,0.0 +10,5.45,5.45,5.28,0.0 +11,5.45,5.45,5.28,0.0 +12,5.45,5.45,5.28,0.0 +13,5.45,5.45,5.28,0.0 +14,5.45,5.45,5.28,0.0 +15,5.45,5.45,5.28,0.0 +16,5.45,5.45,5.28,0.0 +17,5.45,5.45,5.28,0.0 +18,5.45,5.45,5.28,0.0 +19,5.45,5.45,5.28,0.0 +20,5.45,5.45,5.28,0.0 +21,5.45,5.45,5.28,0.0 +22,5.45,5.45,5.28,0.0 +23,5.45,5.45,5.28,0.0 +24,5.45,5.45,5.28,0.0 +25,1.89,1.89,2.34,0.0 +26,1.89,1.89,2.34,0.0 +27,1.89,1.89,2.34,0.0 +28,1.89,1.89,2.34,0.0 +29,1.89,1.89,2.34,0.0 +30,1.89,1.89,2.34,0.0 +31,1.89,1.89,2.34,0.0 +32,1.89,1.89,2.34,0.0 +33,1.89,1.89,2.34,0.0 +34,1.89,1.89,2.34,0.0 +35,1.89,1.89,2.34,0.0 +36,1.89,1.89,2.34,0.0 +37,1.89,1.89,2.34,0.0 +38,1.89,1.89,2.34,0.0 +39,1.89,1.89,2.34,0.0 +40,1.89,1.89,2.34,0.0 +41,1.89,1.89,2.34,0.0 +42,1.89,1.89,2.34,0.0 +43,1.89,1.89,2.34,0.0 +44,1.89,1.89,2.34,0.0 +45,1.89,1.89,2.34,0.0 +46,1.89,1.89,2.34,0.0 +47,1.89,1.89,2.34,0.0 +48,1.89,1.89,2.34,0.0 +49,2.78,2.78,2.74,0.0 +50,2.78,2.78,2.74,0.0 +51,2.78,2.78,2.74,0.0 +52,2.78,2.78,2.74,0.0 +53,2.78,2.78,2.74,0.0 +54,2.78,2.78,2.74,0.0 +55,2.78,2.78,2.74,0.0 +56,2.78,2.78,2.74,0.0 +57,2.78,2.78,2.74,0.0 +58,2.78,2.78,2.74,0.0 +59,2.78,2.78,2.74,0.0 +60,2.78,2.78,2.74,0.0 +61,2.78,2.78,2.74,0.0 +62,2.78,2.78,2.74,0.0 +63,2.78,2.78,2.74,0.0 +64,2.78,2.78,2.74,0.0 +65,2.78,2.78,2.74,0.0 +66,2.78,2.78,2.74,0.0 +67,2.78,2.78,2.74,0.0 +68,2.78,2.78,2.74,0.0 +69,2.78,2.78,2.74,0.0 +70,2.78,2.78,2.74,0.0 +71,2.78,2.78,2.74,0.0 +72,2.78,2.78,2.74,0.0 +73,2.78,2.78,2.74,0.0 +74,2.78,2.78,2.74,0.0 +75,2.78,2.78,2.74,0.0 +76,2.78,2.78,2.74,0.0 +77,2.78,2.78,2.74,0.0 +78,2.78,2.78,2.74,0.0 +79,2.78,2.78,2.74,0.0 +80,2.78,2.78,2.74,0.0 +81,2.78,2.78,2.74,0.0 +82,2.78,2.78,2.74,0.0 +83,2.78,2.78,2.74,0.0 +84,2.78,2.78,2.74,0.0 +85,2.78,2.78,2.74,0.0 +86,2.78,2.78,2.74,0.0 +87,2.78,2.78,2.74,0.0 +88,2.78,2.78,2.74,0.0 +89,2.78,2.78,2.74,0.0 +90,2.78,2.78,2.74,0.0 +91,2.78,2.78,2.74,0.0 +92,2.78,2.78,2.74,0.0 +93,2.78,2.78,2.74,0.0 +94,2.78,2.78,2.74,0.0 +95,2.78,2.78,2.74,0.0 +96,2.78,2.78,2.74,0.0 +97,2.78,2.78,2.74,0.0 +98,2.78,2.78,2.74,0.0 +99,2.78,2.78,2.74,0.0 +100,2.78,2.78,2.74,0.0 +101,2.78,2.78,2.74,0.0 +102,2.78,2.78,2.74,0.0 +103,2.78,2.78,2.74,0.0 +104,2.78,2.78,2.74,0.0 +105,2.78,2.78,2.74,0.0 +106,2.78,2.78,2.74,0.0 +107,2.78,2.78,2.74,0.0 +108,2.78,2.78,2.74,0.0 +109,2.78,2.78,2.74,0.0 +110,2.78,2.78,2.74,0.0 +111,2.78,2.78,2.74,0.0 +112,2.78,2.78,2.74,0.0 +113,2.78,2.78,2.74,0.0 +114,2.78,2.78,2.74,0.0 +115,2.78,2.78,2.74,0.0 +116,2.78,2.78,2.74,0.0 +117,2.78,2.78,2.74,0.0 +118,2.78,2.78,2.74,0.0 +119,2.78,2.78,2.74,0.0 +120,2.78,2.78,2.74,0.0 diff --git a/test/ThreeZones/Generators_data.csv b/test/ThreeZones/Generators_data.csv new file mode 100644 index 0000000000..f878193357 --- /dev/null +++ b/test/ThreeZones/Generators_data.csv @@ -0,0 +1,11 @@ +Resource,Zone,THERM,MUST_RUN,STOR,FLEX,HYDRO,VRE,LDS,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Existing_Charge_Cap_MW,Max_Cap_MW,Max_Cap_MWh,Max_Charge_Cap_MW,Min_Cap_MW,Min_Cap_MWh,Min_Charge_Cap_MW,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Inv_Cost_Charge_per_MWyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Fixed_OM_Cost_Charge_per_MWyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Hydro_Energy_to_Power_Ratio,Min_Power,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Max_Flexible_Demand_Advance,Max_Flexible_Demand_Delay,Flexible_Demand_Energy_Eff,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,MinCapTag_1,MinCapTag_2,MinCapTag_3,MGA,Resource_Type,CapRes_1,ESR_1,ESR_2,region,cluster +MA_natural_gas_combined_cycle,1,1,0,0,0,0,0,0,0,1,0,0,0,0,-1,-1,-1,0,0,0,65400,0,0,10287,0,0,3.55,0,7.43,MA_NG,250,91,2,6,6,0.64,0.64,0,0.468,0,1,1,0,0,0,0,1,0.25,0.5,0,0,0,0,0,1,natural_gas_fired_combined_cycle,0.93,0,0,MA,1 +MA_solar_pv,1,0,0,0,0,0,1,0,1,1,0,0,0,0,-1,-1,-1,0,0,0,85300,0,0,18760,0,0,0,0,9.13,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,1,0,0,0,0,1,0,0,1,solar_photovoltaic,0.8,1,1,MA,1 +CT_natural_gas_combined_cycle,2,1,0,0,0,0,0,0,0,1,0,0,0,0,-1,-1,-1,0,0,0,65400,0,0,9698,0,0,3.57,0,7.12,CT_NG,250,91,2,6,6,0.64,0.64,0,0.338,0,1,1,0,0,0,0,1,0.133332722,0.266665444,0,0,0,0,0,1,natural_gas_fired_combined_cycle,0.93,0,0,CT,1 +CT_onshore_wind,2,0,0,0,0,0,1,0,1,1,0,0,0,0,-1,-1,-1,0,0,0,97200,0,0,43205,0,0,0.1,0,9.12,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,1,0,1,onshore_wind_turbine,0.8,1,1,CT,1 +CT_solar_pv,2,0,0,0,0,0,1,0,1,1,0,0,0,0,-1,-1,-1,0,0,0,85300,0,0,18760,0,0,0,0,9.16,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,1,solar_photovoltaic,0.8,1,1,CT,1 +ME_natural_gas_combined_cycle,3,1,0,0,0,0,0,0,0,1,0,0,0,0,-1,-1,-1,0,0,0,65400,0,0,16291,0,0,4.5,0,12.62,ME_NG,250,91,2,6,6,0.64,0.64,0,0.474,0,1,1,0,0,0,0,1,0.033333333,0.066666667,0,0,0,0,0,1,natural_gas_fired_combined_cycle,0.93,0,0,ME,1 +ME_onshore_wind,3,0,0,0,0,0,1,0,1,1,0,0,0,0,-1,-1,-1,0,0,0,97200,0,0,43205,0,0,0.1,0,9.12,None,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,1,onshore_wind_turbine,0.8,1,1,ME,1 +MA_battery,1,0,0,1,0,0,0,0,0,1,0,0,0,0,-1,-1,-1,0,0,0,19584,22494,0,4895,5622,0,0.15,0.15,0,None,0,0,0,0,0,1,1,0,0,0,0.92,0.92,1,10,0,0,1,0,0,0,0,0,0,1,0,battery_mid,0.95,0,0,MA,0 +CT_battery,2,0,0,1,0,0,0,0,0,1,0,0,0,0,-1,-1,-1,0,0,0,19584,22494,0,4895,5622,0,0.15,0.15,0,None,0,0,0,0,0,1,1,0,0,0,0.92,0.92,1,10,0,0,1,0,0,0,0,0,0,1,0,battery_mid,0.95,0,0,CT,0 +ME_battery,3,0,0,1,0,0,0,0,0,1,0,0,0,0,-1,-1,-1,0,0,0,19584,22494,0,4895,5622,0,0.15,0.15,0,None,0,0,0,0,0,1,1,0,0,0,0.92,0.92,1,10,0,0,1,0,0,0,0,0,0,1,0,battery_mid,0.95,0,0,ME,0 diff --git a/test/ThreeZones/Generators_variability.csv b/test/ThreeZones/Generators_variability.csv new file mode 100644 index 0000000000..8fb97ac477 --- /dev/null +++ b/test/ThreeZones/Generators_variability.csv @@ -0,0 +1,121 @@ +Time_Index,MA_natural_gas_combined_cycle,MA_solar_pv,CT_natural_gas_combined_cycle,CT_onshore_wind,CT_solar_pv,ME_natural_gas_combined_cycle,ME_onshore_wind,MA_battery,CT_battery,ME_battery +1,1.0,0.0,1.0,0.705949306,0.0,1.0,0.780201435,1.0,1.0,1.0 +2,1.0,0.0,1.0,0.834924579,0.0,1.0,0.786337197,1.0,1.0,1.0 +3,1.0,0.0,1.0,0.832703173,0.0,1.0,0.797727823,1.0,1.0,1.0 +4,1.0,0.0,1.0,0.727586865,0.0,1.0,0.823553085,1.0,1.0,1.0 +5,1.0,0.0,1.0,0.626110256,0.0,1.0,0.758514643,1.0,1.0,1.0 +6,1.0,0.0,1.0,0.721315265,0.0,1.0,0.721159458,1.0,1.0,1.0 +7,1.0,0.0,1.0,0.785158873,0.0,1.0,0.718788862,1.0,1.0,1.0 +8,1.0,0.0,1.0,0.59819752,0.0,1.0,0.807962596,1.0,1.0,1.0 +9,1.0,0.0,1.0,0.567111433,0.0,1.0,0.934006155,1.0,1.0,1.0 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+120,1.0,0.0,1.0,0.001111662,0.0,1.0,0.002369676,1.0,1.0,1.0 diff --git a/test/ThreeZones/Minimum_capacity_requirement.csv b/test/ThreeZones/Minimum_capacity_requirement.csv new file mode 100644 index 0000000000..bd16edeeb3 --- /dev/null +++ b/test/ThreeZones/Minimum_capacity_requirement.csv @@ -0,0 +1,4 @@ +MinCapReqConstraint,ConstraintDescription,Min_MW +1,MA_PV,5000 +2,CT_Wind,10000 +3,All_Batteries,6000 diff --git a/test/ThreeZones/Network.csv b/test/ThreeZones/Network.csv new file mode 100644 index 0000000000..5cca655c66 --- /dev/null +++ b/test/ThreeZones/Network.csv @@ -0,0 +1,4 @@ +,Network_zones,Network_Lines,z1,z2,z3,Line_Max_Flow_MW,transmission_path_name,distance_mile,Line_Loss_Percentage,Line_Max_Reinforcement_MW,Line_Reinforcement_Cost_per_MWyr,DerateCapRes_1,CapRes_1,CapRes_Excl_1 +MA,z1,1,1,-1,0,2950,MA_to_CT,123.0584,0.012305837,2950,12060,0.95,0,0 +CT,z2,2,1,0,-1,2000,MA_to_ME,196.5385,0.019653847,2000,19261,0.95,0,0 +ME,z3,,,,,,,,,,,,, \ No newline at end of file diff --git a/test/ThreeZones/Period_map.csv b/test/ThreeZones/Period_map.csv new file mode 100644 index 0000000000..7b5ec6ce34 --- /dev/null +++ b/test/ThreeZones/Period_map.csv @@ -0,0 +1,366 @@ +Period_Index,Rep_Period,Rep_Period_Index +1,317,3 +2,317,3 +3,317,3 +4,317,3 +5,317,3 +6,317,3 +7,317,3 +8,317,3 +9,317,3 +10,317,3 +11,317,3 +12,317,3 +13,317,3 +14,317,3 +15,317,3 +16,317,3 +17,317,3 +18,317,3 +19,317,3 +20,317,3 +21,317,3 +22,317,3 +23,317,3 +24,317,3 +25,317,3 +26,317,3 +27,27,1 +28,317,3 +29,317,3 +30,317,3 +31,317,3 +32,317,3 +33,317,3 +34,317,3 +35,317,3 +36,317,3 +37,317,3 +38,317,3 +39,317,3 +40,317,3 +41,317,3 +42,317,3 +43,317,3 +44,317,3 +45,317,3 +46,317,3 +47,317,3 +48,317,3 +49,317,3 +50,317,3 +51,317,3 +52,317,3 +53,317,3 +54,317,3 +55,317,3 +56,317,3 +57,317,3 +58,317,3 +59,317,3 +60,317,3 +61,317,3 +62,317,3 +63,317,3 +64,317,3 +65,317,3 +66,317,3 +67,317,3 +68,317,3 +69,317,3 +70,317,3 +71,317,3 +72,317,3 +73,317,3 +74,317,3 +75,317,3 +76,317,3 +77,317,3 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+353,317,3 +354,317,3 +355,317,3 +356,317,3 +357,317,3 +358,317,3 +359,317,3 +360,317,3 +361,317,3 +362,317,3 +363,317,3 +364,317,3 +365,317,3 diff --git a/test/ThreeZones/Reserves.csv b/test/ThreeZones/Reserves.csv new file mode 100644 index 0000000000..b495df0dea --- /dev/null +++ b/test/ThreeZones/Reserves.csv @@ -0,0 +1,2 @@ +Reg_Req_Percent_Demand,Reg_Req_Percent_VRE,Rsv_Req_Percent_Demand,Rsv_Req_Percent_VRE,Unmet_Rsv_Penalty_Dollar_per_MW,Dynamic_Contingency,Static_Contingency_MW +0.01,0.0032,0.033,0.0795,1000,0,0 diff --git a/test/ThreeZones/highs_settings.yml b/test/ThreeZones/highs_settings.yml new file mode 100644 index 0000000000..4f1bb609c2 --- /dev/null +++ b/test/ThreeZones/highs_settings.yml @@ -0,0 +1,11 @@ +# HiGHS Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Primal feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +TimeLimit: 1.0e23 # Time limit # [type: double, advanced: false, range: [0, inf], default: inf] +Pre_Solve: on # Presolve option: "off", "choose" or "on" # [type: string, advanced: false, default: "choose"] +Method: ipm # HiGHS-specific solver settings # Solver option: "simplex", "choose" or "ipm" # [type: string, advanced: false, default: "choose"] +ipm_optimality_tolerance: 1e-04 + +# run the crossover routine for ipx +# [type: string, advanced: "on", range: {"off", "on"}, default: "off"] +run_crossover: "on" diff --git a/test/VREStor/CO2_cap.csv b/test/VREStor/CO2_cap.csv new file mode 100644 index 0000000000..566be5a56c --- /dev/null +++ b/test/VREStor/CO2_cap.csv @@ -0,0 +1,4 @@ +,Network_zones,CO_2_Max_Mtons_1,CO_2_Cap_Zone_1 +EIC,z1,0.0,1 +TRE,z2,0.0,1 +WECC,z3,0.0,1 diff --git a/test/VREStor/Capacity_reserve_margin.csv b/test/VREStor/Capacity_reserve_margin.csv new file mode 100644 index 0000000000..aaeec46061 --- /dev/null +++ b/test/VREStor/Capacity_reserve_margin.csv @@ -0,0 +1,4 @@ +region,Network_zones,CapRes_1,CapRes_2,CapRes_3 +EIC,z1,0.1572,0.0,0.0 +TRE,z2,0.0,0.1375,0.0 +WECC,z3,0.0,0.0,0.1538 diff --git a/test/VREStor/Demand_data.csv b/test/VREStor/Demand_data.csv new file mode 100644 index 0000000000..4d077ddfb0 --- /dev/null +++ b/test/VREStor/Demand_data.csv @@ -0,0 +1,25 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,$/MWh,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1,Demand_MW_z2,Demand_MW_z3 +2000,1,1,1,2000,1,24,8760,1,433055,56250,158195 +,2,0.9,0.04,1800,,,,2,406808,53975,151211 +,3,0.55,0.024,1100,,,,3,394480,51413,144460 +,4,0.2,0.003,400,,,,4,389845,50217,137745 +,,,,,,,,5,387098,49407,131059 +,,,,,,,,6,392355,48847,129242 +,,,,,,,,7,404654,49928,127643 +,,,,,,,,8,416313,52099,127594 +,,,,,,,,9,428156,53971,131035 +,,,,,,,,10,443175,56180,136863 +,,,,,,,,11,461485,59324,140327 +,,,,,,,,12,478750,61430,146574 +,,,,,,,,13,500639,63720,153859 +,,,,,,,,14,510242,66292,160582 +,,,,,,,,15,512939,66236,167097 +,,,,,,,,16,520359,66270,172644 +,,,,,,,,17,542617,66603,173528 +,,,,,,,,18,567183,68052,174662 +,,,,,,,,19,589765,70029,179348 +,,,,,,,,20,597606,78675,189488 +,,,,,,,,21,578601,79796,200159 +,,,,,,,,22,551207,77624,206282 +,,,,,,,,23,519544,74795,201139 +,,,,,,,,24,480627,70153,190159 diff --git a/test/VREStor/Fuels_data.csv b/test/VREStor/Fuels_data.csv new file mode 100644 index 0000000000..71ad4f619d --- /dev/null +++ b/test/VREStor/Fuels_data.csv @@ -0,0 +1,26 @@ +Time_Index,None,biomass,east_north_central_coal,east_north_central_naturalgas,east_north_central_uranium,east_north_central_distillate,west_south_central_coal,west_south_central_naturalgas,west_south_central_uranium,west_south_central_distillate,mountain_coal,mountain_naturalgas,mountain_uranium,mountain_distillate,zerocarbon_fuel +0,0,0,0.09552,0.05306,0,0.07315,0.09552,0.05306,0,0.07315,0.09552,0.05306,0,0.07315,0 +1,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +2,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +3,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +4,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +5,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +6,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +7,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +8,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +9,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +10,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +11,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +12,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +13,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +14,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +15,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +16,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +17,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +18,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +19,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +20,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +21,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +22,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +23,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 +24,0,5,1.81,3.13,0.73,17.8,1.71,3.51,0.73,19.31,1.36,4.35,0.73,22.83,20 \ No newline at end of file diff --git a/test/VREStor/Generators_data.csv b/test/VREStor/Generators_data.csv new file mode 100644 index 0000000000..be63750d27 --- /dev/null +++ b/test/VREStor/Generators_data.csv @@ -0,0 +1,272 @@ +region,Resource,technology,cluster,R_ID,Zone,Num_VRE_Bins,THERM,VRE,MUST_RUN,STOR,FLEX,HYDRO,LDS,CapRes_1,Min_Share,Max_Share,Existing_Cap_MWh,Existing_Cap_MW,Existing_Charge_Cap_MW,num_units,unmodified_existing_cap_mw,New_Build,Can_Retire,Cap_Size,Min_Cap_MW,Max_Cap_MW,Max_Cap_MWh,Min_Cap_MWh,Max_Charge_Cap_MW,Min_Charge_Cap_MW,Min_Share_percent,Max_Share_percent,capex_mw,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,capex_mwh,Inv_Cost_per_MWhyr,Fixed_OM_Cost_per_MWhyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Inv_Cost_Charge_per_MWyr,Fixed_OM_Cost_Charge_per_MWyr,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Heat_Rate_MMBTU_per_MWh,heat_rate_mmbtu_mwh_iqr,heat_rate_mmbtu_mwh_std,Fuel,Min_Power,Self_Disch,Eff_Up,Eff_Down,Hydro_Energy_to_Power_Ratio,Min_Duration,Max_Duration,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,Max_Flexible_Demand_Delay,Max_Flexible_Demand_Advance,Flexible_Demand_Energy_Eff,CO2_Capture_Rate,CO2_Capture_Cost_per_Metric_Ton,Ramp_Up_Percentage,Ramp_Dn_Percentage,Up_Time,Down_Time,spur_miles,spur_inv_mwyr,spur_capex,offshore_spur_miles,offshore_spur_capex,tx_miles,tx_capex,interconnect_annuity,regional_cost_multiplier,cap_recovery_years,wacc_real,ids,MISO_CleanPower,NY_CleanPower,PJM_CleanPower,SERC_CleanPower,variable_CF,RETRO,Num_RETRO_Sources,Retro1_Source,Retro1_Efficiency,Retro1_Inv_Cost_per_MWyr,Retro2_Source,Retro2_Efficiency,Retro2_Inv_Cost_per_MWyr,MinCapTag_1,MinCapTag_2,MinCapTag_3,MaxCapTag_1,MaxCapTag_2,MaxCapTag_3,CapRes_2,CapRes_3,VRE_STOR +EIC,EIC_batteries_1,Batteries,1,1,1,0,0,0,0,1,0,0,0,0.95,0,0,1424.4,712.2,0,42,712.194,0,0,16.96,0,0.0,0,0,0,0,0,0,0.0,0.0,6235,0.0,0,0,0.15,0.15,0,0,0,0.0,10.34,0.0,0.0,None,0.041,0,0.92,0.92,0,1,10,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_biomass_1,Biomass,1,2,1,0,0,0,1,0,0,0,0,0.93,0,0,0.0,1722.5,0,1351,6256.481,0,0,1.27,0,0.0,0,0,0,0,0,0,0.0,0.0,150850,0.0,0,0,7.32,0.0,0,0,172,0.0,17.03,1.056,3.066,biomass,0.308,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_conventional_hydroelectric_1,Conventional Hydroelectric,1,3,1,0,0,0,0,0,0,1,0,0.8,0,0,0.0,24200.8,0,748,24200.792,0,0,32.35,0,0.0,0,0,0,0,0,0,0.0,0.0,47048,0.0,0,0,0.0,0.0,0,0,0,0.0,10.34,0.0,0.0,None,0.273,0,1.0,1.0,1,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.344661608,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_conventional_steam_coal_1,Conventional Steam Coal,1,4,1,0,1,0,0,0,0,0,0,0.93,0,0,0.0,12806.9,0,72,12806.928,0,1,177.87,0,0.0,0,0,0,0,0,0,0.0,0.0,78258,0.0,0,0,1.88,0.0,0,0,124,16.5,13.34,2.921,4.478,east_north_central_coal,0.5,0,1.0,1.0,0,0,0,0.095,0.19,0,0,0,0,0,0.0,0,0.57,0.57,24,24,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_conventional_steam_coal_2,Conventional Steam Coal,2,5,1,0,1,0,0,0,0,0,0,0.93,0,0,0.0,109345.4,0,187,109345.445,0,1,584.74,0,0.0,0,0,0,0,0,0,0.0,0.0,64567,0.0,0,0,1.88,0.0,0,0,124,16.5,10.89,1.402,1.167,east_north_central_coal,0.5,0,1.0,1.0,0,0,0,0.095,0.19,0,0,0,0,0,0.0,0,0.57,0.57,24,24,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_hydroelectric_pumped_storage_1,Hydroelectric Pumped Storage,1,6,1,0,0,0,0,1,0,0,0,0.95,0,0,275638.0,17783.1,0,104,17783.064,0,0,170.99,0,0.0,0,0,0,0,0,0,0.0,0.0,47048,0.0,0,0,0.15,0.15,0,0,0,0.0,10.34,0.0,0.0,None,0.524,0,0.866,0.866,0,1,20,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_natural_gas_fired_combined_cycle_1,Natural Gas Fired Combined Cycle,1,7,1,0,1,0,0,0,0,0,0,0.93,0,0,0.0,27155.3,0,166,27155.276,0,1,163.59,0,0.0,0,0,0,0,0,0,0.0,0.0,16322,0.0,0,0,4.53,0.0,0,0,92,2.0,9.24,2.047,2.71,east_north_central_naturalgas,0.3,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,0.64,0.64,6,6,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_natural_gas_fired_combined_cycle_2,Natural Gas Fired Combined Cycle,2,8,1,0,1,0,0,0,0,0,0,0.93,0,0,0.0,169897.4,0,266,169897.392,0,1,638.71,0,0.0,0,0,0,0,0,0,0.0,0.0,11042,0.0,0,0,3.58,0.0,0,0,92,2.0,7.34,0.657,0.613,east_north_central_naturalgas,0.3,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,0.64,0.64,6,6,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_natural_gas_fired_combustion_turbine_1,Natural Gas Fired Combustion Turbine,1,9,1,0,1,0,0,0,0,0,0,0.93,0,0,0.0,98926.5,0,988,98926.464,0,1,100.13,0,0.0,0,0,0,0,0,0,0.0,0.0,10031,0.0,0,0,5.28,0.0,0,0,119,3.5,12.03,2.186,2.031,east_north_central_naturalgas,0.3,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_natural_gas_fired_combustion_turbine_2,Natural Gas Fired Combustion Turbine,2,10,1,0,1,0,0,0,0,0,0,0.93,0,0,0.0,10412.9,0,333,10412.91,0,1,31.27,0,0.0,0,0,0,0,0,0,0.0,0.0,13557,0.0,0,0,5.28,0.0,0,0,119,3.5,14.66,4.035,4.747,east_north_central_naturalgas,0.3,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_natural_gas_internal_combustion_engine_1,Natural Gas Internal Combustion Engine,1,11,1,0,1,0,0,0,0,0,0,0.93,0,0,0.0,2578.5,0,581,2578.478,0,1,4.44,0,0.0,0,0,0,0,0,0,0.0,0.0,21000,0.0,0,0,5.29,0.0,0,0,38,0.0,10.29,1.183,3.689,east_north_central_naturalgas,0.18,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_natural_gas_steam_turbine_1,Natural Gas Steam Turbine,1,12,1,0,1,0,0,0,0,0,0,0.93,0,0,0.0,39625.2,0,195,39625.17,0,1,203.21,0,0.0,0,0,0,0,0,0,0.0,0.0,35537,0.0,0,0,1.06,0.0,0,0,87,13.7,12.8,2.36,4.946,east_north_central_naturalgas,0.5,0,1.0,1.0,0,0,0,0.63,1.26,0,0,0,0,0,0.0,0,0.64,0.64,6,6,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_nuclear_1,Nuclear,1,13,1,0,1,0,0,0,0,0,0,0.93,0,0,0.0,82406.6,0,80,82406.56,0,1,1030.08,0,0.0,0,0,0,0,0,0,0.0,0.0,214812,0.0,0,0,2.84,0.0,0,0,248,0.0,10.45,0.0,0.006,east_north_central_uranium,0.5,0,1.0,1.0,0,0,0,0.041666667,0.083333333,0,0,0,0,0,0.0,0,0.25,0.25,24,24,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshore_wind_turbine_1,Offshore Wind Turbine,1,14,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,29.3,0,1,29.3,0,1,29.3,0,0.0,0,0,0,0,0,0,0.0,0.0,111496,0.0,0,0,0.0,0.0,0,0,0,0.0,10.34,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_onshore_wind_turbine_1,Onshore Wind Turbine,1,15,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,47407.4,0,710,47407.41,0,1,66.77,0,0.0,0,0,0,0,0,0,0.0,0.0,43000,0.0,0,0,0.0,0.0,0,0,0,0.0,10.34,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.296887743,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_petroleum_liquids_1,Petroleum Liquids,1,16,1,0,1,0,0,0,0,0,0,0.93,0,0,0.0,23196.2,0,2328,23196.192,0,1,9.96,0,0.0,0,0,0,0,0,0,0.0,0.0,21000,0.0,0,0,7.97,0.0,0,0,38,0.0,15.5,3.607,4.446,east_north_central_distillate,0.18,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_small_hydroelectric_1,Small Hydroelectric,1,17,1,0,0,0,1,0,0,0,0,0.8,0,0,0.0,1672.2,0,1579,3633.279,0,0,1.06,0,0.0,0,0,0,0,0,0,0.0,0.0,47048,0.0,0,0,0.0,0.0,0,0,0,0.0,10.34,0.0,0.0,None,0.273,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.344661608,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_solar_photovoltaic_1,Solar Photovoltaic,1,18,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,8533.9,0,1435,8533.945,0,1,5.95,0,0.0,0,0,0,0,0,0,0.0,0.0,22623,0.0,0,0,0.0,0.0,0,0,0,0.0,10.34,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.199617603,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +TRE,TRE_batteries_1,Batteries,1,19,2,0,0,0,0,1,0,0,0,0.0,0,0,721.4,360.7,0,8,360.704,0,0,45.09,0,0.0,0,0,0,0,0,0,0.0,0.0,6235,0.0,0,0,0.15,0.15,0,0,0,0.0,10.34,0.0,0.0,None,0.001,0,0.92,0.92,0,1,10,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.95,0.0,0 +TRE,TRE_biomass_1,Biomass,1,20,2,0,0,0,1,0,0,0,0,0.0,0,0,0.0,44.5,0,30,162.9,0,0,1.48,0,0.0,0,0,0,0,0,0,0.0,0.0,150850,0.0,0,0,6.51,0.0,0,0,172,0.0,15.15,0.636,1.888,biomass,0.591,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.93,0.0,0 +TRE,TRE_conventional_hydroelectric_1,Conventional Hydroelectric,1,21,2,0,0,0,0,0,0,1,0,0.0,0,0,0.0,477.0,0,19,476.995,0,0,25.1,0,0.0,0,0,0,0,0,0,0.0,0.0,47048,0.0,0,0,0.0,0.0,0,0,0,0.0,10.34,0.0,0.0,None,0.0,0,1.0,1.0,1,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.094297837,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0.0,0 +TRE,TRE_conventional_steam_coal_1,Conventional Steam Coal,1,22,2,0,1,0,0,0,0,0,0,0.0,0,0,0.0,5063.6,0,7,5063.597,0,1,723.37,0,0.0,0,0,0,0,0,0,0.0,0.0,60405,0.0,0,0,1.88,0.0,0,0,124,16.5,10.33,0.655,0.422,west_south_central_coal,0.5,0,1.0,1.0,0,0,0,0.095,0.19,0,0,0,0,0,0.0,0,0.57,0.57,24,24,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.93,0.0,0 +TRE,TRE_conventional_steam_coal_2,Conventional Steam Coal,2,23,2,0,1,0,0,0,0,0,0,0.0,0,0,0.0,3713.0,0,7,3713.003,0,1,530.43,0,0.0,0,0,0,0,0,0,0.0,0.0,68432,0.0,0,0,1.88,0.0,0,0,124,16.5,12.13,1.016,0.74,west_south_central_coal,0.5,0,1.0,1.0,0,0,0,0.095,0.19,0,0,0,0,0,0.0,0,0.57,0.57,24,24,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.93,0.0,0 +TRE,TRE_natural_gas_fired_combined_cycle_1,Natural Gas Fired Combined Cycle,1,24,2,0,1,0,0,0,0,0,0,0.0,0,0,0.0,30139.1,0,52,30139.096,0,1,579.6,0,0.0,0,0,0,0,0,0,0.0,0.0,10912,0.0,0,0,3.59,0.0,0,0,92,2.0,7.72,0.514,0.965,west_south_central_naturalgas,0.3,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,0.64,0.64,6,6,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.93,0.0,0 +TRE,TRE_natural_gas_fired_combined_cycle_2,Natural Gas Fired Combined Cycle,2,25,2,0,1,0,0,0,0,0,0,0.0,0,0,0.0,6317.6,0,20,6317.6,0,1,315.88,0,0.0,0,0,0,0,0,0,0.0,0.0,15698,0.0,0,0,4.36,0.0,0,0,92,2.0,9.8,2.241,2.318,west_south_central_naturalgas,0.3,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,0.64,0.64,6,6,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.93,0.0,0 +TRE,TRE_natural_gas_fired_combustion_turbine_1,Natural Gas Fired Combustion Turbine,1,26,2,0,1,0,0,0,0,0,0,0.0,0,0,0.0,2924.0,0,36,2923.992,0,1,81.22,0,0.0,0,0,0,0,0,0,0.0,0.0,10001,0.0,0,0,5.28,0.0,0,0,119,3.5,14.08,0.577,1.146,west_south_central_naturalgas,0.3,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.93,0.0,0 +TRE,TRE_natural_gas_fired_combustion_turbine_2,Natural Gas Fired Combustion Turbine,2,27,2,0,1,0,0,0,0,0,0,0.0,0,0,0.0,2826.9,0,56,2826.88,0,1,50.48,0,0.0,0,0,0,0,0,0,0.0,0.0,11926,0.0,0,0,5.28,0.0,0,0,119,3.5,11.11,1.398,1.008,west_south_central_naturalgas,0.3,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.93,0.0,0 +TRE,TRE_natural_gas_internal_combustion_engine_1,Natural Gas Internal Combustion Engine,1,28,2,0,1,0,0,0,0,0,0,0.0,0,0,0.0,502.7,0,47,502.712,0,1,10.7,0,0.0,0,0,0,0,0,0,0.0,0.0,21000,0.0,0,0,4.72,0.0,0,0,38,0.0,9.18,0.648,0.328,west_south_central_naturalgas,0.18,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.93,0.0,0 +TRE,TRE_natural_gas_steam_turbine_1,Natural Gas Steam Turbine,1,29,2,0,1,0,0,0,0,0,0,0.0,0,0,0.0,8249.5,0,35,8249.5,0,1,235.7,0,0.0,0,0,0,0,0,0,0.0,0.0,34182,0.0,0,0,1.06,0.0,0,0,87,13.7,13.24,2.888,3.381,west_south_central_naturalgas,0.5,0,1.0,1.0,0,0,0,0.63,1.26,0,0,0,0,0,0.0,0,0.64,0.64,6,6,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.93,0.0,0 +TRE,TRE_nuclear_1,Nuclear,1,30,2,0,1,0,0,0,0,0,0,0.0,0,0,0.0,5120.0,0,4,5120.0,0,1,1280.0,0,0.0,0,0,0,0,0,0,0.0,0.0,193275,0.0,0,0,2.84,0.0,0,0,248,0.0,10.45,0.0,0.0,west_south_central_uranium,0.5,0,1.0,1.0,0,0,0,0.041666667,0.083333333,0,0,0,0,0,0.0,0,0.25,0.25,24,24,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.93,0.0,0 +TRE,TRE_onshore_wind_turbine_1,Onshore Wind Turbine,1,31,2,1,0,1,0,0,0,0,0,0.0,0,0,0.0,21683.1,0,133,21683.123,0,1,163.03,0,0.0,0,0,0,0,0,0,0.0,0.0,43000,0.0,0,0,0.0,0.0,0,0,0,0.0,10.34,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.32023413,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0.0,0 +TRE,TRE_petroleum_liquids_1,Petroleum Liquids,1,32,2,0,1,0,0,0,0,0,0,0.0,0,0,0.0,23.7,0,16,23.696,0,1,1.48,0,0.0,0,0,0,0,0,0,0.0,0.0,21000,0.0,0,0,6.38,0.0,0,0,38,0.0,12.4,0.0,4.068,west_south_central_distillate,0.18,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.93,0.0,0 +TRE,TRE_small_hydroelectric_1,Small Hydroelectric,1,33,2,0,0,0,1,0,0,0,0,0.0,0,0,0.0,11.2,0,15,54.795,0,0,0.75,0,0.0,0,0,0,0,0,0,0.0,0.0,47048,0.0,0,0,0.0,0.0,0,0,0,0.0,10.34,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.094297837,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0.0,0 +TRE,TRE_solar_photovoltaic_1,Solar Photovoltaic,1,34,2,1,0,1,0,0,0,0,0,0.0,0,0,0.0,1821.5,0,28,1821.512,0,1,65.05,0,0.0,0,0,0,0,0,0,0.0,0.0,22623,0.0,0,0,0.0,0.0,0,0,0,0.0,10.34,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.223940321,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0.0,0 +WECC,WECC_batteries_1,Batteries,1,35,3,0,0,0,0,1,0,0,0,0.0,0,0,3611.0,1357.5,0,48,1357.488,0,0,28.28,0,0.0,0,0,0,0,0,0,0.0,0.0,6235,0.0,0,0,0.15,0.15,0,0,0,0.0,10.34,0.0,0.0,None,0.02,0,0.92,0.92,0,1,10,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.95,0 +WECC,WECC_biomass_1,Biomass,1,36,3,0,0,0,1,0,0,0,0,0.0,0,0,0.0,551.0,0,274,1535.496,0,0,2.01,0,0.0,0,0,0,0,0,0,0.0,0.0,150850,0.0,0,0,7.14,0.0,0,0,172,0.0,16.63,2.779,3.894,biomass,0.362,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.93,0 +WECC,WECC_conventional_hydroelectric_1,Conventional Hydroelectric,1,37,3,0,0,0,0,0,0,1,0,0.0,0,0,0.0,46528.0,0,640,46528.0,0,0,72.7,0,0.0,0,0,0,0,0,0,0.0,0.0,47048,0.0,0,0,0.0,0.0,0,0,0,0.0,10.34,0.0,0.0,None,0.214,0,1.0,1.0,1,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.438570496,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.8,0 +WECC,WECC_conventional_steam_coal_1,Conventional Steam Coal,1,38,3,0,1,0,0,0,0,0,0,0.0,0,0,0.0,11415.2,0,23,11415.199,0,1,496.31,0,0.0,0,0,0,0,0,0,0.0,0.0,64165,0.0,0,0,1.88,0.0,0,0,124,16.5,10.63,0.447,0.29,mountain_coal,0.5,0,1.0,1.0,0,0,0,0.095,0.19,0,0,0,0,0,0.0,0,0.57,0.57,24,24,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.93,0 +WECC,WECC_conventional_steam_coal_2,Conventional Steam Coal,2,39,3,0,1,0,0,0,0,0,0,0.0,0,0,0.0,2074.5,0,16,2074.496,0,1,129.66,0,0.0,0,0,0,0,0,0,0.0,0.0,77721,0.0,0,0,1.88,0.0,0,0,124,16.5,12.2,1.109,0.961,mountain_coal,0.5,0,1.0,1.0,0,0,0,0.095,0.19,0,0,0,0,0,0.0,0,0.57,0.57,24,24,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.93,0 +WECC,WECC_geothermal_1,Geothermal,1,40,3,1,0,1,0,0,0,0,0,0.0,0,0,0.0,1752.4,0,146,2752.246,0,0,12.0,0,0.0,0,0,0,0,0,0,0.0,0.0,209101,0.0,0,0,0.0,0.0,0,0,0,0.0,10.34,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.93,0 +WECC,WECC_hydroelectric_pumped_storage_1,Hydroelectric Pumped Storage,1,41,3,0,0,0,0,1,0,0,0,0.0,0,0,70790.0,4567.1,0,45,4567.095,0,0,101.49,0,0.0,0,0,0,0,0,0,0.0,0.0,47048,0.0,0,0,0.15,0.15,0,0,0,0.0,10.34,0.0,0.0,None,0.175,0,0.866,0.866,0,1,20,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.95,0 +WECC,WECC_natural_gas_fired_combined_cycle_1,Natural Gas Fired Combined Cycle,1,42,3,0,1,0,0,0,0,0,0,0.0,0,0,0.0,37593.3,0,79,37593.335,0,1,475.86,0,0.0,0,0,0,0,0,0,0.0,0.0,10399,0.0,0,0,3.6,0.0,0,0,92,2.0,7.78,0.722,1.232,mountain_naturalgas,0.3,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,0.64,0.64,6,6,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.93,0 +WECC,WECC_natural_gas_fired_combined_cycle_2,Natural Gas Fired Combined Cycle,2,43,3,0,1,0,0,0,0,0,0,0.0,0,0,0.0,12502.4,0,79,12502.382,0,1,158.26,0,0.0,0,0,0,0,0,0,0.0,0.0,16492,0.0,0,0,4.55,0.0,0,0,92,2.0,8.51,2.587,2.585,mountain_naturalgas,0.3,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,0.64,0.64,6,6,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.93,0 +WECC,WECC_natural_gas_fired_combustion_turbine_1,Natural Gas Fired Combustion Turbine,1,44,3,0,1,0,0,0,0,0,0,0.0,0,0,0.0,15252.7,0,213,15252.717,0,1,71.61,0,0.0,0,0,0,0,0,0,0.0,0.0,10479,0.0,0,0,5.28,0.0,0,0,119,3.5,11.06,1.753,1.288,mountain_naturalgas,0.3,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.93,0 +WECC,WECC_natural_gas_fired_combustion_turbine_2,Natural Gas Fired Combustion Turbine,2,45,3,0,1,0,0,0,0,0,0,0.0,0,0,0.0,6281.6,0,225,6281.55,0,1,27.92,0,0.0,0,0,0,0,0,0,0.0,0.0,13486,0.0,0,0,5.28,0.0,0,0,119,3.5,12.78,4.552,3.282,mountain_naturalgas,0.3,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.93,0 +WECC,WECC_natural_gas_internal_combustion_engine_1,Natural Gas Internal Combustion Engine,1,46,3,0,1,0,0,0,0,0,0,0.0,0,0,0.0,1282.7,0,197,1282.667,0,1,6.51,0,0.0,0,0,0,0,0,0,0.0,0.0,21000,0.0,0,0,4.88,0.0,0,0,38,0.0,9.49,1.759,1.665,mountain_naturalgas,0.18,0,1.0,1.0,0,0,0,0.106666667,0.213333333,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.93,0 +WECC,WECC_natural_gas_steam_turbine_1,Natural Gas Steam Turbine,1,47,3,0,1,0,0,0,0,0,0,0.0,0,0,0.0,2669.5,0,28,2669.492,0,1,95.34,0,0.0,0,0,0,0,0,0,0.0,0.0,51303,0.0,0,0,1.06,0.0,0,0,87,13.7,12.4,4.616,3.843,mountain_naturalgas,0.5,0,1.0,1.0,0,0,0,0.63,1.26,0,0,0,0,0,0.0,0,0.64,0.64,6,6,0,0,0,0,0,0,0,0.0,0.0,0,0.0,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.93,0 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+EIC,EIC_offshorewind_class3_moderate_fixed_0_0,OffShoreWind_Class3_Moderate_fixed_0,0,92,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,65762.8,-1,0,0,0,0,0,1730000.0,147250.0,78449,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,0.0,0.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,0.0,0.0,0,0,0,0,0,0,0,0,0,51161.657,1.0,30,0.036,0,0,0,0,0,0.453892708,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class3_moderate_fixed_0_1,OffShoreWind_Class3_Moderate_fixed_0,1,93,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,14399.2,-1,0,0,0,0,0,1730000.0,157328.0,78449,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,0.0,0.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,0.0,0.0,0,0,0,0,0,0,0,0,0,61239.476,1.0,30,0.036,0,0,0,0,0,0.495629996,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class3_moderate_fixed_0_4,OffShoreWind_Class3_Moderate_fixed_0,4,94,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,34280.8,-1,0,0,0,0,0,1730000.0,153961.0,78449,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,0.0,0.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,0.0,0.0,0,0,0,0,0,0,0,0,0,57872.369,1.0,30,0.036,0,0,0,0,0,0.451629132,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class3_moderate_fixed_0_5,OffShoreWind_Class3_Moderate_fixed_0,5,95,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,101840.5,-1,0,0,0,0,0,1730000.0,168852.0,78449,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,0.0,0.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,0.0,0.0,0,0,0,0,0,0,0,0,0,72763.911,1.0,30,0.036,0,0,0,0,0,0.495775014,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class3_moderate_fixed_0_10,OffShoreWind_Class3_Moderate_fixed_0,10,96,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,118605.0,-1,0,0,0,0,0,1730000.0,164784.0,78449,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,0.0,0.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,0.0,0.0,0,0,0,0,0,0,0,0,0,68695.909,1.0,30,0.036,0,0,0,0,0,0.466509044,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class3_moderate_fixed_0_11,OffShoreWind_Class3_Moderate_fixed_0,11,97,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,18875.6,-1,0,0,0,0,0,1730000.0,146792.0,78449,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,0.0,0.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,0.0,0.0,0,0,0,0,0,0,0,0,0,50703.558,1.0,30,0.036,0,0,0,0,0,0.354788363,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class3_moderate_fixed_0_18,OffShoreWind_Class3_Moderate_fixed_0,18,98,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,79943.7,-1,0,0,0,0,0,1730000.0,144977.0,78449,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,0.0,0.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,0.0,0.0,0,0,0,0,0,0,0,0,0,48888.699,1.0,30,0.036,0,0,0,0,0,0.291283697,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class3_moderate_fixed_0_19,OffShoreWind_Class3_Moderate_fixed_0,19,99,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,23454.7,-1,0,0,0,0,0,1730000.0,347411.0,78449,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,0.0,0.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,0.0,0.0,0,0,0,0,0,0,0,0,0,251322.456,1.0,30,0.036,0,0,0,0,0,0.440021217,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class3_moderate_fixed_0_28,OffShoreWind_Class3_Moderate_fixed_0,28,100,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,59461.7,-1,0,0,0,0,0,1730000.0,393568.0,78449,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,0.0,0.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,0.0,0.0,0,0,0,0,0,0,0,0,0,297479.514,1.0,30,0.036,0,0,0,0,0,0.434866041,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class3_moderate_fixed_0_29,OffShoreWind_Class3_Moderate_fixed_0,29,101,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,73503.9,-1,0,0,0,0,0,1730000.0,155384.0,78449,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,0.0,0.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,0.0,0.0,0,0,0,0,0,0,0,0,0,59295.695,1.0,30,0.036,0,0,0,0,0,0.288762152,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_1_0,OffShoreWind_Class12_Moderate_floating_1,0,102,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,65762.8,-1,0,0,0,0,0,2770000.0,204577.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,51161.657,1.0,30,0.036,0,0,0,0,0,0.453892708,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_1_1,OffShoreWind_Class12_Moderate_floating_1,1,103,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,14399.2,-1,0,0,0,0,0,2770000.0,214655.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,61239.476,1.0,30,0.036,0,0,0,0,0,0.495629996,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_1_6,OffShoreWind_Class12_Moderate_floating_1,6,104,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,34280.8,-1,0,0,0,0,0,2770000.0,211288.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,57872.369,1.0,30,0.036,0,0,0,0,0,0.451629132,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_1_7,OffShoreWind_Class12_Moderate_floating_1,7,105,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,101840.5,-1,0,0,0,0,0,2770000.0,226179.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,72763.911,1.0,30,0.036,0,0,0,0,0,0.495775014,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_1_18,OffShoreWind_Class12_Moderate_floating_1,18,106,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,118605.0,-1,0,0,0,0,0,2770000.0,222111.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,68695.909,1.0,30,0.036,0,0,0,0,0,0.466509044,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_1_19,OffShoreWind_Class12_Moderate_floating_1,19,107,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,18875.6,-1,0,0,0,0,0,2770000.0,204119.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,50703.558,1.0,30,0.036,0,0,0,0,0,0.354788363,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_1_38,OffShoreWind_Class12_Moderate_floating_1,38,108,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,79943.7,-1,0,0,0,0,0,2770000.0,202304.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,48888.699,1.0,30,0.036,0,0,0,0,0,0.291283697,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_1_39,OffShoreWind_Class12_Moderate_floating_1,39,109,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,23454.7,-1,0,0,0,0,0,2770000.0,404738.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,251322.456,1.0,30,0.036,0,0,0,0,0,0.440021217,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_1_68,OffShoreWind_Class12_Moderate_floating_1,68,110,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,59461.7,-1,0,0,0,0,0,2770000.0,450895.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,297479.514,1.0,30,0.036,0,0,0,0,0,0.434866041,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_1_69,OffShoreWind_Class12_Moderate_floating_1,69,111,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,73503.9,-1,0,0,0,0,0,2770000.0,212711.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,59295.695,1.0,30,0.036,0,0,0,0,0,0.288762152,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_0_0,OffShoreWind_Class12_Moderate_floating_0,0,112,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,65762.8,-1,0,0,0,0,0,2770000.0,204577.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,51161.657,1.0,30,0.036,0,0,0,0,0,0.453892708,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_0_1,OffShoreWind_Class12_Moderate_floating_0,1,113,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,14399.2,-1,0,0,0,0,0,2770000.0,214655.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,61239.476,1.0,30,0.036,0,0,0,0,0,0.495629996,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_0_8,OffShoreWind_Class12_Moderate_floating_0,8,114,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,34280.8,-1,0,0,0,0,0,2770000.0,211288.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,57872.369,1.0,30,0.036,0,0,0,0,0,0.451629132,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_0_9,OffShoreWind_Class12_Moderate_floating_0,9,115,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,101840.5,-1,0,0,0,0,0,2770000.0,226179.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,72763.911,1.0,30,0.036,0,0,0,0,0,0.495775014,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_0_28,OffShoreWind_Class12_Moderate_floating_0,28,116,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,118605.0,-1,0,0,0,0,0,2770000.0,222111.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,68695.909,1.0,30,0.036,0,0,0,0,0,0.466509044,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +EIC,EIC_offshorewind_class12_moderate_floating_0_29,OffShoreWind_Class12_Moderate_floating_0,29,117,1,1,0,1,0,0,0,0,0,0.8,0,0,0.0,0.0,0,0,0.0,1,1,1.0,0,18875.6,-1,0,0,0,0,0,2770000.0,204119.0,68827,0.0,0,0,0.0,0.0,0,0,0,0.0,0.0,0.0,0.0,None,0.0,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,1.0,1.0,0,0,0,0,0,0,0,0,0,50703.558,1.0,30,0.036,0,0,0,0,0,0.354788363,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 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+EIC,EIC_naturalgas_ctavgcf_moderate_0_zerocarbon,NaturalGas_CTAvgCF_Moderate_zerocarbon,0,269,1,0,1,0,0,0,0,0,0,0.93,0,0,0.0,0.0,0,0,0.0,1,1,100.0,0,-1.0,-1,0,0,0,0,0,746250.365,61000.0,0,0.0,0,0,5.0,0.0,0,0,137,3.5,9.72,0.0,0.0,zerocarbon_fuel,0.3,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,1.128,30,0.033,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.0,0 +TRE,TRE_naturalgas_ctavgcf_moderate_0_zerocarbon,NaturalGas_CTAvgCF_Moderate_zerocarbon,0,270,2,0,1,0,0,0,0,0,0,0.0,0,0,0.0,0.0,0,0,0.0,1,1,100.0,0,-1.0,-1,0,0,0,0,0,746250.365,61000.0,0,0.0,0,0,5.0,0.0,0,0,137,3.5,9.72,0.0,0.0,zerocarbon_fuel,0.3,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,0.882,30,0.033,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.93,0.0,0 +WECC,WECC_naturalgas_ctavgcf_moderate_0_zerocarbon,NaturalGas_CTAvgCF_Moderate_zerocarbon,0,271,3,0,1,0,0,0,0,0,0,0.0,0,0,0.0,0.0,0,0,0.0,1,1,100.0,0,-1.0,-1,0,0,0,0,0,746250.365,61000.0,0,0.0,0,0,5.0,0.0,0,0,137,3.5,9.72,0.0,0.0,zerocarbon_fuel,0.3,0,1.0,1.0,0,0,0,0.0,0.0,0,0,0,0,0,0.0,0,3.78,3.78,1,1,0,0,0,0,0,0,0,0.0,1.138,30,0.033,0,0,0,0,0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.0,0.93,0 diff --git a/test/VREStor/Generators_variability.csv b/test/VREStor/Generators_variability.csv new file mode 100644 index 0000000000..3ccfe2a616 --- /dev/null +++ b/test/VREStor/Generators_variability.csv @@ -0,0 +1,25 @@ +,Time_Index,EIC_batteries_1,EIC_biomass_1,EIC_conventional_hydroelectric_1,EIC_conventional_steam_coal_1,EIC_conventional_steam_coal_2,EIC_hydroelectric_pumped_storage_1,EIC_natural_gas_fired_combined_cycle_1,EIC_natural_gas_fired_combined_cycle_2,EIC_natural_gas_fired_combustion_turbine_1,EIC_natural_gas_fired_combustion_turbine_2,EIC_natural_gas_internal_combustion_engine_1,EIC_natural_gas_steam_turbine_1,EIC_nuclear_1,EIC_offshore_wind_turbine_1,EIC_onshore_wind_turbine_1,EIC_petroleum_liquids_1,EIC_small_hydroelectric_1,EIC_solar_photovoltaic_1,TRE_batteries_1,TRE_biomass_1,TRE_conventional_hydroelectric_1,TRE_conventional_steam_coal_1,TRE_conventional_steam_coal_2,TRE_natural_gas_fired_combined_cycle_1,TRE_natural_gas_fired_combined_cycle_2,TRE_natural_gas_fired_combustion_turbine_1,TRE_natural_gas_fired_combustion_turbine_2,TRE_natural_gas_internal_combustion_engine_1,TRE_natural_gas_steam_turbine_1,TRE_nuclear_1,TRE_onshore_wind_turbine_1,TRE_petroleum_liquids_1,TRE_small_hydroelectric_1,TRE_solar_photovoltaic_1,WECC_batteries_1,WECC_biomass_1,WECC_conventional_hydroelectric_1,WECC_conventional_steam_coal_1,WECC_conventional_steam_coal_2,WECC_geothermal_1,WECC_hydroelectric_pumped_storage_1,WECC_natural_gas_fired_combined_cycle_1,WECC_natural_gas_fired_combined_cycle_2,WECC_natural_gas_fired_combustion_turbine_1,WECC_natural_gas_fired_combustion_turbine_2,WECC_natural_gas_internal_combustion_engine_1,WECC_natural_gas_steam_turbine_1,WECC_nuclear_1,WECC_onshore_wind_turbine_1,WECC_petroleum_liquids_1,WECC_small_hydroelectric_1,WECC_solar_photovoltaic_1,WECC_distributed_generation_1,EIC_distributed_generation_1,TRE_distributed_generation_1,EIC_naturalgas_ccavgcf_moderate_0,EIC_naturalgas_ctavgcf_moderate_0,EIC_battery_moderate_0,EIC_naturalgas_ccccsavgcf_conservative_0,EIC_naturalgas_ccccsavgcf_repowercoal_0,EIC_naturalgas_ccccsavgcf_retrofitngcc_0,EIC_advnuclear_atb_moderate_0,EIC_storage_metalair_advanced_0,EIC_hydrogen_ccavgcf_moderate_0,EIC_hydrogen_ctavgcf_moderate_0,EIC_hydrogen_ccavgcf_retrofitngcc_0,EIC_hydrogen_ctavgcf_retrofitngct_0,EIC_storage_hydrogen_advanced_0,EIC_landbasedwind_class1_moderate_0,EIC_landbasedwind_class1_moderate_1,EIC_landbasedwind_class1_moderate_2,EIC_landbasedwind_class1_moderate_3,EIC_landbasedwind_class1_moderate_4,EIC_landbasedwind_class1_moderate_5,EIC_landbasedwind_class1_moderate_6,EIC_landbasedwind_class1_moderate_7,EIC_landbasedwind_class1_moderate_8,EIC_landbasedwind_class1_moderate_9,EIC_utilitypv_class1_moderate_0,EIC_utilitypv_class1_moderate_1,EIC_utilitypv_class1_moderate_2,EIC_utilitypv_class1_moderate_3,EIC_utilitypv_class1_moderate_4,EIC_utilitypv_class1_moderate_5,EIC_utilitypv_class1_moderate_6,EIC_utilitypv_class1_moderate_7,EIC_utilitypv_class1_moderate_8,EIC_utilitypv_class1_moderate_9,EIC_offshorewind_class3_moderate_fixed_1_0,EIC_offshorewind_class3_moderate_fixed_1_1,EIC_offshorewind_class3_moderate_fixed_1_2,EIC_offshorewind_class3_moderate_fixed_1_3,EIC_offshorewind_class3_moderate_fixed_1_4,EIC_offshorewind_class3_moderate_fixed_1_5,EIC_offshorewind_class3_moderate_fixed_1_6,EIC_offshorewind_class3_moderate_fixed_1_7,EIC_offshorewind_class3_moderate_fixed_1_8,EIC_offshorewind_class3_moderate_fixed_1_9,EIC_offshorewind_class3_moderate_fixed_0_0,EIC_offshorewind_class3_moderate_fixed_0_1,EIC_offshorewind_class3_moderate_fixed_0_4,EIC_offshorewind_class3_moderate_fixed_0_5,EIC_offshorewind_class3_moderate_fixed_0_10,EIC_offshorewind_class3_moderate_fixed_0_11,EIC_offshorewind_class3_moderate_fixed_0_18,EIC_offshorewind_class3_moderate_fixed_0_19,EIC_offshorewind_class3_moderate_fixed_0_28,EIC_offshorewind_class3_moderate_fixed_0_29,EIC_offshorewind_class12_moderate_floating_1_0,EIC_offshorewind_class12_moderate_floating_1_1,EIC_offshorewind_class12_moderate_floating_1_6,EIC_offshorewind_class12_moderate_floating_1_7,EIC_offshorewind_class12_moderate_floating_1_18,EIC_offshorewind_class12_moderate_floating_1_19,EIC_offshorewind_class12_moderate_floating_1_38,EIC_offshorewind_class12_moderate_floating_1_39,EIC_offshorewind_class12_moderate_floating_1_68,EIC_offshorewind_class12_moderate_floating_1_69,EIC_offshorewind_class12_moderate_floating_0_0,EIC_offshorewind_class12_moderate_floating_0_1,EIC_offshorewind_class12_moderate_floating_0_8,EIC_offshorewind_class12_moderate_floating_0_9,EIC_offshorewind_class12_moderate_floating_0_28,EIC_offshorewind_class12_moderate_floating_0_29,EIC_offshorewind_class12_moderate_floating_0_68,EIC_offshorewind_class12_moderate_floating_0_69,EIC_offshorewind_class12_moderate_floating_0_138,EIC_offshorewind_class12_moderate_floating_0_139,TRE_naturalgas_ccavgcf_moderate_0,TRE_naturalgas_ctavgcf_moderate_0,TRE_battery_moderate_0,TRE_naturalgas_ccccsavgcf_conservative_0,TRE_naturalgas_ccccsavgcf_repowercoal_0,TRE_naturalgas_ccccsavgcf_retrofitngcc_0,TRE_advnuclear_atb_moderate_0,TRE_storage_metalair_advanced_0,TRE_hydrogen_ccavgcf_moderate_0,TRE_hydrogen_ctavgcf_moderate_0,TRE_hydrogen_ccavgcf_retrofitngcc_0,TRE_hydrogen_ctavgcf_retrofitngct_0,TRE_storage_hydrogen_advanced_0,TRE_landbasedwind_class1_moderate_0,TRE_landbasedwind_class1_moderate_1,TRE_landbasedwind_class1_moderate_2,TRE_landbasedwind_class1_moderate_3,TRE_landbasedwind_class1_moderate_4,TRE_landbasedwind_class1_moderate_5,TRE_landbasedwind_class1_moderate_6,TRE_landbasedwind_class1_moderate_7,TRE_landbasedwind_class1_moderate_8,TRE_landbasedwind_class1_moderate_9,TRE_utilitypv_class1_moderate_0,TRE_utilitypv_class1_moderate_1,TRE_utilitypv_class1_moderate_2,TRE_utilitypv_class1_moderate_3,TRE_utilitypv_class1_moderate_4,TRE_utilitypv_class1_moderate_5,TRE_utilitypv_class1_moderate_6,TRE_utilitypv_class1_moderate_7,TRE_utilitypv_class1_moderate_8,TRE_utilitypv_class1_moderate_9,TRE_offshorewind_class3_moderate_fixed_1_0,TRE_offshorewind_class3_moderate_fixed_1_1,TRE_offshorewind_class3_moderate_fixed_1_2,TRE_offshorewind_class3_moderate_fixed_1_3,TRE_offshorewind_class3_moderate_fixed_1_4,TRE_offshorewind_class3_moderate_fixed_1_5,TRE_offshorewind_class3_moderate_fixed_1_6,TRE_offshorewind_class3_moderate_fixed_1_7,TRE_offshorewind_class3_moderate_fixed_1_8,TRE_offshorewind_class3_moderate_fixed_1_9,TRE_offshorewind_class3_moderate_fixed_0_0,TRE_offshorewind_class3_moderate_fixed_0_1,TRE_offshorewind_class3_moderate_fixed_0_4,TRE_offshorewind_class3_moderate_fixed_0_5,TRE_offshorewind_class3_moderate_fixed_0_10,TRE_offshorewind_class3_moderate_fixed_0_11,TRE_offshorewind_class3_moderate_fixed_0_18,TRE_offshorewind_class3_moderate_fixed_0_19,TRE_offshorewind_class3_moderate_fixed_0_28,TRE_offshorewind_class3_moderate_fixed_0_29,TRE_offshorewind_class12_moderate_floating_1_0,TRE_offshorewind_class12_moderate_floating_1_1,TRE_offshorewind_class12_moderate_floating_1_6,TRE_offshorewind_class12_moderate_floating_1_7,TRE_offshorewind_class12_moderate_floating_1_18,TRE_offshorewind_class12_moderate_floating_1_19,TRE_offshorewind_class12_moderate_floating_1_38,TRE_offshorewind_class12_moderate_floating_1_39,TRE_offshorewind_class12_moderate_floating_1_68,TRE_offshorewind_class12_moderate_floating_1_69,TRE_offshorewind_class12_moderate_floating_0_0,TRE_offshorewind_class12_moderate_floating_0_1,TRE_offshorewind_class12_moderate_floating_0_8,TRE_offshorewind_class12_moderate_floating_0_9,TRE_offshorewind_class12_moderate_floating_0_28,TRE_offshorewind_class12_moderate_floating_0_29,TRE_offshorewind_class12_moderate_floating_0_68,TRE_offshorewind_class12_moderate_floating_0_69,TRE_offshorewind_class12_moderate_floating_0_138,TRE_offshorewind_class12_moderate_floating_0_139,WECC_naturalgas_ccavgcf_moderate_0,WECC_naturalgas_ctavgcf_moderate_0,WECC_battery_moderate_0,WECC_naturalgas_ccccsavgcf_conservative_0,WECC_naturalgas_ccccsavgcf_repowercoal_0,WECC_naturalgas_ccccsavgcf_retrofitngcc_0,WECC_advnuclear_atb_moderate_0,WECC_storage_metalair_advanced_0,WECC_hydrogen_ccavgcf_moderate_0,WECC_hydrogen_ctavgcf_moderate_0,WECC_hydrogen_ccavgcf_retrofitngcc_0,WECC_hydrogen_ctavgcf_retrofitngct_0,WECC_storage_hydrogen_advanced_0,WECC_landbasedwind_class1_moderate_0,WECC_landbasedwind_class1_moderate_1,WECC_landbasedwind_class1_moderate_2,WECC_landbasedwind_class1_moderate_3,WECC_landbasedwind_class1_moderate_4,WECC_landbasedwind_class1_moderate_5,WECC_landbasedwind_class1_moderate_6,WECC_landbasedwind_class1_moderate_7,WECC_landbasedwind_class1_moderate_8,WECC_landbasedwind_class1_moderate_9,WECC_utilitypv_class1_moderate_0,WECC_utilitypv_class1_moderate_1,WECC_utilitypv_class1_moderate_2,WECC_utilitypv_class1_moderate_3,WECC_utilitypv_class1_moderate_4,WECC_utilitypv_class1_moderate_5,WECC_utilitypv_class1_moderate_6,WECC_utilitypv_class1_moderate_7,WECC_utilitypv_class1_moderate_8,WECC_utilitypv_class1_moderate_9,WECC_offshorewind_class3_moderate_fixed_1_0,WECC_offshorewind_class3_moderate_fixed_1_1,WECC_offshorewind_class3_moderate_fixed_1_2,WECC_offshorewind_class3_moderate_fixed_1_3,WECC_offshorewind_class3_moderate_fixed_1_4,WECC_offshorewind_class3_moderate_fixed_1_5,WECC_offshorewind_class3_moderate_fixed_1_6,WECC_offshorewind_class3_moderate_fixed_1_7,WECC_offshorewind_class3_moderate_fixed_1_8,WECC_offshorewind_class3_moderate_fixed_1_9,WECC_offshorewind_class3_moderate_fixed_0_0,WECC_offshorewind_class3_moderate_fixed_0_1,WECC_offshorewind_class3_moderate_fixed_0_4,WECC_offshorewind_class3_moderate_fixed_0_5,WECC_offshorewind_class3_moderate_fixed_0_10,WECC_offshorewind_class3_moderate_fixed_0_11,WECC_offshorewind_class3_moderate_fixed_0_18,WECC_offshorewind_class3_moderate_fixed_0_19,WECC_offshorewind_class3_moderate_fixed_0_28,WECC_offshorewind_class3_moderate_fixed_0_29,WECC_offshorewind_class12_moderate_floating_1_0,WECC_offshorewind_class12_moderate_floating_1_1,WECC_offshorewind_class12_moderate_floating_1_6,WECC_offshorewind_class12_moderate_floating_1_7,WECC_offshorewind_class12_moderate_floating_1_18,WECC_offshorewind_class12_moderate_floating_1_19,WECC_offshorewind_class12_moderate_floating_1_38,WECC_offshorewind_class12_moderate_floating_1_39,WECC_offshorewind_class12_moderate_floating_1_68,WECC_offshorewind_class12_moderate_floating_1_69,WECC_offshorewind_class12_moderate_floating_0_0,WECC_offshorewind_class12_moderate_floating_0_1,WECC_offshorewind_class12_moderate_floating_0_8,WECC_offshorewind_class12_moderate_floating_0_9,WECC_offshorewind_class12_moderate_floating_0_28,WECC_offshorewind_class12_moderate_floating_0_29,WECC_offshorewind_class12_moderate_floating_0_68,WECC_offshorewind_class12_moderate_floating_0_69,WECC_offshorewind_class12_moderate_floating_0_138,WECC_offshorewind_class12_moderate_floating_0_139,WECC_trans_light_duty_1,EIC_trans_light_duty_1,TRE_trans_light_duty_1,WECC_comm_water_heat_1,EIC_comm_water_heat_1,TRE_comm_water_heat_1,WECC_res_water_heat_1,EIC_res_water_heat_1,TRE_res_water_heat_1,WECC_comm_space_heat_cool_1,EIC_comm_space_heat_cool_1,TRE_comm_space_heat_cool_1,WECC_res_space_heat_cool_1,EIC_res_space_heat_cool_1,TRE_res_space_heat_cool_1,EIC_naturalgas_ctavgcf_moderate_0_zerocarbon,TRE_naturalgas_ctavgcf_moderate_0_zerocarbon,WECC_naturalgas_ctavgcf_moderate_0_zerocarbon 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\ No newline at end of file diff --git a/test/VREStor/Maximum_capacity_requirement.csv b/test/VREStor/Maximum_capacity_requirement.csv new file mode 100644 index 0000000000..f92a4c0fa9 --- /dev/null +++ b/test/VREStor/Maximum_capacity_requirement.csv @@ -0,0 +1,4 @@ +MaxCapReqConstraint,Constraint_Description,Max_MW +1,LDES_1,0 +2,LDES_2,0 +3,LDES_3,0 \ No newline at end of file diff --git a/test/VREStor/Minimum_capacity_requirement.csv b/test/VREStor/Minimum_capacity_requirement.csv new file mode 100644 index 0000000000..0e4479e5b4 --- /dev/null +++ b/test/VREStor/Minimum_capacity_requirement.csv @@ -0,0 +1,4 @@ +MinCapReqConstraint,Constraint_Description,Min_MW +1,LDES_1,0 +2,LDES_2,0 +3,LDES_3,0 \ No newline at end of file diff --git a/test/VREStor/Network.csv b/test/VREStor/Network.csv new file mode 100644 index 0000000000..c286cebd00 --- /dev/null +++ b/test/VREStor/Network.csv @@ -0,0 +1,4 @@ +Network_zones,Network_Lines,z1,z2,z3,Line_Max_Flow_MW,Line_Min_Flow_MW,transmission_path_name,Line_Reinforcement_Cost_per_MWyr,Line_Reinforcement_Cost_per_MW,Line_Loss_Percentage,Line_Max_Reinforcement_MW,DerateCapRes_1,CapRes_Excl_1,DerateCapRes_2,CapRes_Excl_2,DerateCapRes_3,CapRes_Excl_3 +z1,1.0,1.0,-1.0,0.0,820.0,820.0,EIC_to_TRE,45958.0,948772.0,0.0649,410.0,0.95,0.0,0.95,0.0,0.95,0.0 +z2,2.0,1.0,0.0,-1.0,1830.0,1830.0,EIC_to_WECC,71600.0,1478140.0,0.1001,915.0,0.95,0.0,0.95,0.0,0.95,0.0 +z3,,,,,,,,,,,,,,,,, diff --git a/test/VREStor/Vre_and_stor_data.csv b/test/VREStor/Vre_and_stor_data.csv new file mode 100644 index 0000000000..e47236a878 --- /dev/null +++ b/test/VREStor/Vre_and_stor_data.csv @@ -0,0 +1,64 @@ +region,Resource,technology,cluster,R_ID,Zone,LDS_VRE_STOR,CapResVreStor_1,MinCapTag_1,MinCapTag_2,MinCapTag_3,MaxCapTag_1,MaxCapTag_2,MaxCapTag_3,CapResVreStor_2,CapResVreStor_3,Resource_Type,Inv_Cost_Solar_per_MWyr,Inv_Cost_Inverter_per_MWyr,Inv_Cost_Wind_per_MWyr,Fixed_OM_Solar_Cost_per_MWyr,Fixed_OM_Inverter_Cost_per_MWyr,Fixed_OM_Wind_Cost_per_MWyr,SOLAR,WIND,STOR_DC_DISCHARGE,STOR_DC_CHARGE,MinCapTagStor_1,MinCapTagSolar_1,MinCapTagWind_1,MinCapTagStor_2,MinCapTagSolar_2,MinCapTagWind_2,MinCapTagStor_3,MinCapTagSolar_3,MinCapTagWind_3,MaxCapTagStor_1,MaxCapTagSolar_1,MaxCapTagWind_1,MaxCapTagStor_2,MaxCapTagSolar_2,MaxCapTagWind_2,MaxCapTagStor_3,MaxCapTagSolar_3,MaxCapTagWind_3,STOR_AC_DISCHARGE,STOR_AC_CHARGE,Existing_Cap_Inverter_MW,Existing_Cap_Solar_MW,Existing_Cap_Wind_MW,Existing_Cap_Charge_DC_MW,Existing_Cap_Charge_AC_MW,Existing_Cap_Discharge_DC_MW,Existing_Cap_Discharge_AC_MW,Min_Cap_Inverter_MW,Min_Cap_Charge_AC_MW,Min_Cap_Discharge_AC_MW,Min_Cap_Charge_DC_MW,Min_Cap_Discharge_DC_MW,Min_Cap_Solar_MW,Min_Cap_Wind_MW,Inv_Cost_Discharge_DC_per_MWyr,Inv_Cost_Charge_DC_per_MWyr,Inv_Cost_Discharge_AC_per_MWyr,Inv_Cost_Charge_AC_per_MWyr,Fixed_OM_Cost_Discharge_DC_per_MWyr,Fixed_OM_Cost_Charge_DC_per_MWyr,Fixed_OM_Cost_Discharge_AC_per_MWyr,Fixed_OM_Cost_Charge_AC_per_MWyr,Var_OM_Cost_per_MWh_Solar,Var_OM_Cost_per_MWh_Wind,Var_OM_Cost_per_MWh_Charge_AC,Var_OM_Cost_per_MWh_Discharge_AC,Max_Cap_Inverter_MW,Max_Cap_Charge_AC_MW,Max_Cap_Discharge_AC_MW,Max_Cap_Charge_DC_MW,Max_Cap_Discharge_DC_MW,Max_Cap_Solar_MW,Max_Cap_Wind_MW,Inverter_Ratio_Wind,Inverter_Ratio_Solar,Var_OM_Cost_per_MWh_Charge_DC,Var_OM_Cost_per_MWh_Discharge_DC,Eff_Up_DC,Eff_Down_DC,Eff_Up_AC,Eff_Down_AC,EtaInverter,Power_to_Energy_DC,Power_to_Energy_AC +EIC,EIC_storage_metalair_advanced_0,Storage_MetalAir_Advanced,0,61,1,1,0.95,0,0,0,0,0,0,0,0,standalone_storage,0,7522,0,0,1875,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_landbasedwind_class1_moderate_0,LandbasedWind_Class1_Moderate_,0,62,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_wind,0,7522,56816,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,117315.5,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_landbasedwind_class1_moderate_1,LandbasedWind_Class1_Moderate_,1,63,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_wind,0,7522,56817,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,139803.7,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_landbasedwind_class1_moderate_2,LandbasedWind_Class1_Moderate_,2,64,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_wind,0,7522,56816,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,114313.7,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_landbasedwind_class1_moderate_3,LandbasedWind_Class1_Moderate_,3,65,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_wind,0,7522,56816,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,81237.6,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_landbasedwind_class1_moderate_4,LandbasedWind_Class1_Moderate_,4,66,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_wind,0,7522,56816,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,81092.2,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_landbasedwind_class1_moderate_5,LandbasedWind_Class1_Moderate_,5,67,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_wind,0,7522,56816,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,54453.3,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_landbasedwind_class1_moderate_6,LandbasedWind_Class1_Moderate_,6,68,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_wind,0,7522,56816,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,82417.2,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_landbasedwind_class1_moderate_7,LandbasedWind_Class1_Moderate_,7,69,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_wind,0,7522,56816,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,26531.1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_landbasedwind_class1_moderate_8,LandbasedWind_Class1_Moderate_,8,70,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_wind,0,7522,56817,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,58187.4,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_landbasedwind_class1_moderate_9,LandbasedWind_Class1_Moderate_,9,71,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_wind,0,7522,56816,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,194921.8,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_utilitypv_class1_moderate_0,UtilityPV_Class1_Moderate_,0,72,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_pv,22706,7522,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,1351663.04,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_utilitypv_class1_moderate_1,UtilityPV_Class1_Moderate_,1,73,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_pv,22706,7522,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,787394.14,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_utilitypv_class1_moderate_2,UtilityPV_Class1_Moderate_,2,74,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_pv,22706,7522,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,1683583.59,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_utilitypv_class1_moderate_3,UtilityPV_Class1_Moderate_,3,75,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_pv,22706,7522,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,1148387.24,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_utilitypv_class1_moderate_4,UtilityPV_Class1_Moderate_,4,76,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_pv,22706,7522,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,2254699.98,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_utilitypv_class1_moderate_5,UtilityPV_Class1_Moderate_,5,77,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_pv,22706,7522,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,879389.55,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_utilitypv_class1_moderate_6,UtilityPV_Class1_Moderate_,6,78,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_pv,22706,7522,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,1998829.95,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_utilitypv_class1_moderate_7,UtilityPV_Class1_Moderate_,7,79,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_pv,22706,7522,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,1123362.89,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_utilitypv_class1_moderate_8,UtilityPV_Class1_Moderate_,8,80,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_pv,22706,7522,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,2501477.94,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +EIC,EIC_utilitypv_class1_moderate_9,UtilityPV_Class1_Moderate_,9,81,1,1,0.95,0,0,0,0,0,0,0,0,hybrid_pv,22706,7522,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,326479.4,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_storage_metalair_advanced_0,Storage_MetalAir_Advanced,0,127,2,1,0,0,0,0,0,0,0,0.95,0,standalone_storage,0,7303,0,0,1875,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_landbasedwind_class1_moderate_0,LandbasedWind_Class1_Moderate_,0,128,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_wind,0,7303,41880,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,20796.6,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_landbasedwind_class1_moderate_1,LandbasedWind_Class1_Moderate_,1,129,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_wind,0,7303,41880,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,27529.5,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_landbasedwind_class1_moderate_2,LandbasedWind_Class1_Moderate_,2,130,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_wind,0,7303,41881,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,22035.5,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_landbasedwind_class1_moderate_3,LandbasedWind_Class1_Moderate_,3,131,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_wind,0,7303,41881,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,22639.4,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_landbasedwind_class1_moderate_4,LandbasedWind_Class1_Moderate_,4,132,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_wind,0,7303,41881,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,21021.7,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_landbasedwind_class1_moderate_5,LandbasedWind_Class1_Moderate_,5,133,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_wind,0,7303,41880,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,21153.5,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_landbasedwind_class1_moderate_6,LandbasedWind_Class1_Moderate_,6,134,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_wind,0,7303,41881,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,32345.3,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_landbasedwind_class1_moderate_7,LandbasedWind_Class1_Moderate_,7,135,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_wind,0,7303,41880,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,12398.9,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_landbasedwind_class1_moderate_8,LandbasedWind_Class1_Moderate_,8,136,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_wind,0,7303,41880,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,34789.4,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_landbasedwind_class1_moderate_9,LandbasedWind_Class1_Moderate_,9,137,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_wind,0,7303,41881,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,2448.4,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_utilitypv_class1_moderate_0,UtilityPV_Class1_Moderate_,0,138,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_pv,21612,7303,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,249716.61,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_utilitypv_class1_moderate_1,UtilityPV_Class1_Moderate_,1,139,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_pv,21612,7303,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,150550.53,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_utilitypv_class1_moderate_2,UtilityPV_Class1_Moderate_,2,140,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_pv,21612,7303,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,340227.68,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_utilitypv_class1_moderate_3,UtilityPV_Class1_Moderate_,3,141,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_pv,21612,7303,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,232869.52,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_utilitypv_class1_moderate_4,UtilityPV_Class1_Moderate_,4,142,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_pv,21612,7303,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,409644.17,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_utilitypv_class1_moderate_5,UtilityPV_Class1_Moderate_,5,143,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_pv,21612,7303,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,224977.87,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_utilitypv_class1_moderate_6,UtilityPV_Class1_Moderate_,6,144,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_pv,21612,7303,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,393113.89,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_utilitypv_class1_moderate_7,UtilityPV_Class1_Moderate_,7,145,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_pv,21612,7303,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,248585.87,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_utilitypv_class1_moderate_8,UtilityPV_Class1_Moderate_,8,146,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_pv,21612,7303,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,124347.08,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +TRE,TRE_utilitypv_class1_moderate_9,UtilityPV_Class1_Moderate_,9,147,2,1,0,0,0,0,0,0,0,0.95,0,hybrid_pv,21612,7303,0,12550,1875,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,477756.89,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +WECC,WECC_storage_metalair_advanced_0,Storage_MetalAir_Advanced,0,193,3,1,0,0,0,0,0,0,0,0,0.95,standalone_storage,0,7609,0,0,1875,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +WECC,WECC_landbasedwind_class1_moderate_0,LandbasedWind_Class1_Moderate_,0,194,3,1,0,0,0,0,0,0,0,0,0.95,hybrid_wind,0,7609,74338,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,109860.7,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 +WECC,WECC_landbasedwind_class1_moderate_1,LandbasedWind_Class1_Moderate_,1,195,3,1,0,0,0,0,0,0,0,0,0.95,hybrid_wind,0,7609,74338,0,1875,36613,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,47257.4,-1,-1,0.15,0.15,0.65,0.65,0.65,0.65,0.967,0.005,0.005 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a/test/VREStor/Vre_and_stor_solar_variability.csv b/test/VREStor/Vre_and_stor_solar_variability.csv new file mode 100644 index 0000000000..c9f50a8c25 --- /dev/null +++ b/test/VREStor/Vre_and_stor_solar_variability.csv @@ -0,0 +1,25 @@ 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b/test/VREStor/Vre_and_stor_wind_variability.csv new file mode 100644 index 0000000000..45c3aebb76 --- /dev/null +++ b/test/VREStor/Vre_and_stor_wind_variability.csv @@ -0,0 +1,25 @@ 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+Feasib_Tol: 1.0e-05 # Primal feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +Optimal_Tol: 1.0e-05 # Dual feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +TimeLimit: 1.0e23 # Time limit # [type: double, advanced: false, range: [0, inf], default: inf] +Pre_Solve: on # Presolve option: "off", "choose" or "on" # [type: string, advanced: false, default: "choose"] +Method: simplex # HiGHS-specific solver settings # Solver option: "simplex", "choose" or "ipm" # [type: string, advanced: false, default: "choose"] + diff --git a/test/runtests.jl b/test/runtests.jl index 5ef9c6859a..9b3700f7a1 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -1,6 +1,9 @@ using GenX -using Logging using Test +using Logging + +include("utilities.jl") + @testset "Simple operation" begin include("simple_op_test.jl") @@ -12,4 +15,35 @@ end @testset "Expression manipulation" begin include("expression_manipulation_test.jl") -end \ No newline at end of file +end + +# Test GenX modules +@testset verbose = true "GenX modules" begin + @testset "Three zones" begin + include("test_threezones.jl") + end + + @testset "Time domain reduction" begin + include("test_time_domain_reduction.jl") + end + + @testset "PiecewiseFuel CO2" begin + include("test_piecewisefuel_CO2.jl") + end + + @testset "VRE and storage" begin + include("test_VREStor.jl") + end + + @testset "Electrolyzer" begin + include("test_electrolyzer.jl") + end + + @testset "Method of Morris" begin + VERSION ≥ v"1.7" && include("test_methodofmorris.jl") + end + + @testset "Multi Stage" begin + include("test_multistage.jl") + end +end diff --git a/test/test_VREStor.jl b/test/test_VREStor.jl new file mode 100644 index 0000000000..6e574bd8dd --- /dev/null +++ b/test/test_VREStor.jl @@ -0,0 +1,47 @@ +module TestVREStor + +using Test +include(joinpath(@__DIR__, "utilities.jl")) + +obj_true = 92081.91504 +test_path = "VREStor" + +# Define test inputs +genx_setup = Dict( + "NetworkExpansion" => 1, + "TimeDomainReduction" => 0, + "TimeDomainReductionFolder" => "TDR_Results", + "MultiStage" => 0, + "UCommit" => 2, + "CapacityReserveMargin" => 1, + "Reserves" => 0, + "MinCapReq" => 1, + "MaxCapReq" => 1, + "EnergyShareRequirement" => 0, + "CO2Cap" => 1, + "StorageLosses" => 1, + "PrintModel" => 0, + "ParameterScale" => 1, + "Trans_Loss_Segments" => 1, + "CapacityReserveMargin" => 1, + "EnableJuMPStringNames" => false, + "IncludeLossesInESR" => 0, +) + +# Run the case and get the objective value and tolerance +EP, _, _ = redirect_stdout(devnull) do + run_genx_case_testing(test_path, genx_setup) +end +obj_test = objective_value(EP) +optimal_tol_rel = get_attribute(EP, "dual_feasibility_tolerance") +optimal_tol = optimal_tol_rel * obj_test # Convert to absolute tolerance + +# Test the objective value +test_result = @test obj_test ≈ obj_true atol = optimal_tol + +# Round objective value and tolerance. Write to test log. +obj_test = round_from_tol!(obj_test, optimal_tol) +optimal_tol = round_from_tol!(optimal_tol, optimal_tol) +write_testlog(test_path, obj_test, optimal_tol, test_result) + +end # module TestVREStor diff --git a/test/test_electrolyzer.jl b/test/test_electrolyzer.jl new file mode 100644 index 0000000000..f527d65e8d --- /dev/null +++ b/test/test_electrolyzer.jl @@ -0,0 +1,48 @@ +module TestElectrolyzer + +using Test + +include(joinpath(@__DIR__, "utilities.jl")) + +obj_true = 6946.9618 +test_path = "Electrolyzer" + +# Define test inputs +genx_setup = Dict( + "Trans_Loss_Segments" => 1, + "UCommit" => 2, + "EnergyShareRequirement" => 0, + "StorageLosses" => 1, + "HydrogenHourlyMatching" => 1, + "ParameterScale" => 1, + "MultiStage" => 0, + "TimeDomainReduction" => 0, + "TimeDomainReductionFolder" => "TDR_Results", + "WriteShadowPrices" => 1, + "EnableJuMPStringNames" => false, + "Reserves" => 0, + "CapacityReserveMargin" => 0, + "MinCapReq" => 0, + "MaxCapReq" => 0, + "CO2Cap" => 0, + "IncludeLossesInESR" => 0, + "PrintModel" => 0, +) + +# Run the case and get the objective value and tolerance +EP, _, _ = redirect_stdout(devnull) do + run_genx_case_testing(test_path, genx_setup) +end +obj_test = objective_value(EP) +optimal_tol_rel = get_attribute(EP, "ipm_optimality_tolerance") +optimal_tol = optimal_tol_rel * obj_test # Convert to absolute tolerance + +# Test the objective value +test_result = @test obj_test ≈ obj_true atol = optimal_tol + +# Round objective value and tolerance. Write to test log. +obj_test = round_from_tol!(obj_test, optimal_tol) +optimal_tol = round_from_tol!(optimal_tol, optimal_tol) +write_testlog(test_path, obj_test, optimal_tol, test_result) + +end # module TestElectrolyzer diff --git a/test/test_methodofmorris.jl b/test/test_methodofmorris.jl new file mode 100644 index 0000000000..2a2b267b6d --- /dev/null +++ b/test/test_methodofmorris.jl @@ -0,0 +1,43 @@ +module TestMethodOfMorris + +using Test + +include(joinpath(@__DIR__, "utilities.jl")) + +test_path = "MethodofMorris" + +# Define test inputs +genx_setup = Dict( + "PrintModel" => 0, + "NetworkExpansion" => 0, + "Trans_Loss_Segments" => 1, + "Reserves" => 0, + "EnergyShareRequirement" => 0, + "CapacityReserveMargin" => 0, + "CO2Cap" => 0, + "StorageLosses" => 1, + "MinCapReq" => 0, + "MaxCapReq" => 0, + "ParameterScale" => 1, + "UCommit" => 0, + "TimeDomainReductionFolder" => "TDR_Results", + "TimeDomainReduction" => 0, + "MethodofMorris" => 1, + "EnableJuMPStringNames" => false, + "MultiStage" => 0, + "IncludeLossesInESR" => 0, +) + +# Run the case and the Method of Morris +Morris_range = redirect_stdout(devnull) do + EP, inputs, OPTIMIZER = run_genx_case_testing(test_path, genx_setup) + morris(EP, test_path, genx_setup, inputs, test_path, OPTIMIZER, random = false) +end + +# Test if output files are correct +test_result = Test.@test cmp_csv( + joinpath(test_path, "morris.csv"), + joinpath(test_path, "morris_true.csv"), +) + +end # module TestMethodOfMorris diff --git a/test/test_multistage.jl b/test/test_multistage.jl new file mode 100644 index 0000000000..4c6a8d4600 --- /dev/null +++ b/test/test_multistage.jl @@ -0,0 +1,61 @@ +module TestMultiStage + +using Test + +include(joinpath(@__DIR__, "utilities.jl")) + +obj_true = [79734.80032, 41630.03494, 27855.20631] +test_path = "MultiStage" + +# Define test inputs +multistage_setup = Dict( + "NumStages" => 3, + "StageLengths" => [10, 10, 10], + "WACC" => 0.045, + "ConvergenceTolerance" => 0.01, + "Myopic" => 0, +) + +genx_setup = Dict( + "OverwriteResults" => 0, + "PrintModel" => 0, + "NetworkExpansion" => 0, + "Trans_Loss_Segments" => 1, + "Reserves" => 1, + "EnergyShareRequirement" => 0, + "CapacityReserveMargin" => 0, + "CO2Cap" => 2, + "StorageLosses" => 1, + "MinCapReq" => 0, + "MaxCapReq" => 0, + "ParameterScale" => 1, + "UCommit" => 2, + "TimeDomainReductionFolder" => "TDR_Results", + "TimeDomainReduction" => 0, + "EnableJuMPStringNames" => false, + "IncludeLossesInESR" => 0, + "MultiStage" => 1, + "MultiStageSettingsDict" => multistage_setup, +) + +# Run the case and get the objective value and tolerance +EP, _, _ = redirect_stdout(devnull) do + run_genx_case_testing(test_path, genx_setup) +end +obj_test = objective_value.(EP[i] for i = 1:multistage_setup["NumStages"]) +optimal_tol_rel = + get_attribute.( + (EP[i] for i = 1:multistage_setup["NumStages"]), + "ipm_optimality_tolerance", + ) +optimal_tol = optimal_tol_rel .* obj_test # Convert to absolute tolerance + +# Test the objective value +test_result = @test all(obj_true .- optimal_tol .<= obj_test .<= obj_true .+ optimal_tol) + +# Round objective value and tolerance. Write to test log. +obj_test = round_from_tol!.(obj_test, optimal_tol) +optimal_tol = round_from_tol!.(optimal_tol, optimal_tol) +write_testlog(test_path, obj_test, optimal_tol, test_result) + +end # module TestMultiStage diff --git a/test/test_piecewisefuel_CO2.jl b/test/test_piecewisefuel_CO2.jl new file mode 100644 index 0000000000..b4a39d54a9 --- /dev/null +++ b/test/test_piecewisefuel_CO2.jl @@ -0,0 +1,42 @@ +module TestPiecewiseFuelCO2 + +using Test +include(joinpath(@__DIR__, "utilities.jl")) + +obj_true = 2341.82308 +test_path = "PiecewiseFuel_CO2" + +# Define test inputs +genx_setup = Dict( + "UCommit" => 2, + "CO2Cap" => 1, + "ParameterScale" => 1, + "TimeDomainReduction" => 0, + "TimeDomainReductionFolder" => "TDR_Results", + "Reserves" => 0, + "CapacityReserveMargin" => 0, + "MinCapReq" => 0, + "MaxCapReq" => 0, + "EnergyShareRequirement" => 0, + "EnableJuMPStringNames" => false, + "MultiStage" => 0, + "PrintModel" => 0, +) + +# Run the case and get the objective value and tolerance +EP, _, _ = redirect_stdout(devnull) do + run_genx_case_testing(test_path, genx_setup) +end +obj_test = objective_value(EP) +optimal_tol_rel = get_attribute(EP, "dual_feasibility_tolerance") +optimal_tol = optimal_tol_rel * obj_test # Convert to absolute tolerance + +# Test the objective value +test_result = @test obj_test ≈ obj_true atol = optimal_tol + +# Round objective value and tolerance. Write to test log. +obj_test = round_from_tol!(obj_test, optimal_tol) +optimal_tol = round_from_tol!(optimal_tol, optimal_tol) +write_testlog(test_path, obj_test, optimal_tol, test_result) + +end # module TestPiecewiseFuelCO2 diff --git a/test/test_threezones.jl b/test/test_threezones.jl new file mode 100644 index 0000000000..f54908f0aa --- /dev/null +++ b/test/test_threezones.jl @@ -0,0 +1,49 @@ +module TestThreeZones + +using Test + +include(joinpath(@__DIR__, "utilities.jl")) + +obj_true = 6960.20855 +test_path = "ThreeZones" + +# Define test inputs +genx_setup = Dict( + "OverwriteResults" => 0, + "PrintModel" => 0, + "NetworkExpansion" => 1, + "Trans_Loss_Segments" => 1, + "Reserves" => 0, + "EnergyShareRequirement" => 0, + "CapacityReserveMargin" => 0, + "CO2Cap" => 2, + "StorageLosses" => 1, + "MinCapReq" => 1, + "MaxCapReq" => 0, + "ParameterScale" => 1, + "UCommit" => 2, + "TimeDomainReductionFolder" => "TDR_Results", + "TimeDomainReduction" => 0, + "MultiStage" => 0, + "MethodofMorris" => 0, + "EnableJuMPStringNames" => false, + "IncludeLossesInESR" => 0, +) + +# Run the case and get the objective value and tolerance +EP, _, _ = redirect_stdout(devnull) do + run_genx_case_testing(test_path, genx_setup) +end +obj_test = objective_value(EP) +optimal_tol_rel = get_attribute(EP, "ipm_optimality_tolerance") +optimal_tol = optimal_tol_rel * obj_test # Convert to absolute tolerance + +# Test the objective value +test_result = @test obj_test ≈ obj_true atol = optimal_tol + +# Round objective value and tolerance. Write to test log. +obj_test = round_from_tol!(obj_test, optimal_tol) +optimal_tol = round_from_tol!(optimal_tol, optimal_tol) +write_testlog(test_path, obj_test, optimal_tol, test_result) + +end # module TestThreeZones diff --git a/test/test_time_domain_reduction.jl b/test/test_time_domain_reduction.jl new file mode 100644 index 0000000000..30080fe41a --- /dev/null +++ b/test/test_time_domain_reduction.jl @@ -0,0 +1,67 @@ +module TestTDR + + +import GenX +import Test +import JLD2, Clustering + +include(joinpath(@__DIR__, "utilities.jl")) + +# suppress printing +console_out = stdout +redirect_stdout(devnull) + +test_folder = settings_path = "TDR" +TDR_Results_test = joinpath(test_folder, "TDR_Results_test") + +# Folder with true clustering results for LTS and non-LTS versions +TDR_Results_true = if VERSION == v"1.6.7" + joinpath(test_folder, "TDR_Results_true_LTS") +else + joinpath(test_folder, "TDR_Results_true") +end + +# Remove test folder if it exists +if isdir(TDR_Results_test) + rm(TDR_Results_test, recursive = true) +end + +# Inputs for cluster_inputs function +genx_setup = Dict( + "NetworkExpansion" => 0, + "TimeDomainReduction" => 1, + "TimeDomainReductionFolder" => "TDR_Results_test", + "MultiStage" => 0, + "UCommit" => 2, + "CapacityReserveMargin" => 1, + "Reserves" => 0, + "MinCapReq" => 1, + "MaxCapReq" => 1, + "EnergyShareRequirement" => 1, + "CO2Cap" => 2, +) + +clustering_test = + GenX.cluster_inputs(test_folder, settings_path, genx_setup, random = false)["ClusterObject"] + +# Load true clustering +clustering_true = JLD2.load(joinpath(TDR_Results_true, "clusters_true.jld2"))["ClusterObject"] + +# Clustering validation +R = Clustering.randindex(clustering_test, clustering_true) +I = Clustering.mutualinfo(clustering_test, clustering_true) + +# restore printing +redirect_stdout(console_out) + +# test clusters +Test.@test round(R[1], digits = 1) == 1 # Adjusted Rand index should be equal to 1 +Test.@test round(R[2], digits = 1) == 1 # Rand index should be equal to 1 +Test.@test round(I, digits = 1) == 1 # Mutual information should be equal to 1 + +# test if output files are correct +for file in filter(endswith(".csv"), readdir(TDR_Results_true)) + Test.@test cmp_csv(joinpath(TDR_Results_test, file), joinpath(TDR_Results_true, file)) +end + +end # module TestTDR diff --git a/test/utilities.jl b/test/utilities.jl new file mode 100644 index 0000000000..bd7ba480da --- /dev/null +++ b/test/utilities.jl @@ -0,0 +1,160 @@ +using GenX +using JuMP, HiGHS +using Dates +using CSV, DataFrames +using Logging, LoggingExtras + + +const TestResult = Union{Test.Result,String} + +# Exception to throw if a csv file is not found +struct CSVFileNotFound <: Exception + filefullpath::String +end +Base.showerror(io::IO, e::CSVFileNotFound) = print(io, e.filefullpath, " not found") + +function run_genx_case_testing( + test_path::AbstractString, + genx_setup::Dict, + optimizer::Any = HiGHS.Optimizer, +) + @assert genx_setup["MultiStage"] ∈ [0, 1] + # Create a ConsoleLogger that prints any log messages with level >= Warn to stderr + warnerror_logger = ConsoleLogger(stderr, Logging.Warn) + + EP, inputs, OPTIMIZER = with_logger(warnerror_logger) do + if genx_setup["MultiStage"] == 0 + run_genx_case_simple_testing(test_path, genx_setup, optimizer) + else + run_genx_case_multistage_testing(test_path, genx_setup, optimizer) + end + end + return EP, inputs, OPTIMIZER +end + +function run_genx_case_simple_testing( + test_path::AbstractString, + genx_setup::Dict, + optimizer::Any, +) + # Run the case + OPTIMIZER = configure_solver(test_path, optimizer) + inputs = load_inputs(genx_setup, test_path) + EP = generate_model(genx_setup, inputs, OPTIMIZER) + EP, _ = solve_model(EP, genx_setup) + return EP, inputs, OPTIMIZER +end + +function run_genx_case_multistage_testing( + test_path::AbstractString, + genx_setup::Dict, + optimizer::Any, +) + # Run the case + OPTIMIZER = configure_solver(test_path, optimizer) + + model_dict = Dict() + inputs_dict = Dict() + + for t = 1:genx_setup["MultiStageSettingsDict"]["NumStages"] + # Step 0) Set Model Year + genx_setup["MultiStageSettingsDict"]["CurStage"] = t + + # Step 1) Load Inputs + inpath_sub = joinpath(test_path, string("Inputs_p", t)) + inputs_dict[t] = load_inputs(genx_setup, inpath_sub) + inputs_dict[t] = configure_multi_stage_inputs( + inputs_dict[t], + genx_setup["MultiStageSettingsDict"], + genx_setup["NetworkExpansion"], + ) + + compute_cumulative_min_retirements!(inputs_dict, t) + + # Step 2) Generate model + model_dict[t] = generate_model(genx_setup, inputs_dict[t], OPTIMIZER) + end + model_dict, _, inputs_dict = run_ddp(model_dict, genx_setup, inputs_dict) + return model_dict, inputs_dict, OPTIMIZER +end + + +function write_testlog( + test_path::AbstractString, + message::AbstractString, + test_result::TestResult, +) + # Save the results to a log file + # Format: datetime, message, test result + + if !isdir("Logs") + mkdir("Logs") + end + + log_file_path = joinpath("Logs", "$(test_path).log") + + logger = FormatLogger(open(log_file_path, "a")) do io, args + # Write only if the test passed or failed + println(io, split(args.message, "\n")[1]) + end + + with_logger(logger) do + time = Dates.format(now(), "yyyy-mm-dd HH:MM:SS") + @info "$time | $message | $test_result" + end +end + +function write_testlog( + test_path::AbstractString, + obj_test::Real, + optimal_tol::Real, + test_result::TestResult, +) + # Save the results to a log file + # Format: datetime, objective value ± tolerance, test result + message = "$obj_test ± $optimal_tol" + write_testlog(test_path, message, test_result) +end + +function write_testlog( + test_path::AbstractString, + obj_test::Vector{<:Real}, + optimal_tol::Vector{<:Real}, + test_result::TestResult, +) + # Save the results to a log file + # Format: datetime, [objective value ± tolerance], test result + @assert length(obj_test) == length(optimal_tol) + message = join(join.(zip(obj_test, optimal_tol), " ± "), ", ") + write_testlog(test_path, message, test_result) +end + +function get_exponent_sciform(number::Real) + # Get the exponent of a number in scientific notation + return number == 0.0 ? 0 : Int(floor(log10(abs(number)))) +end + +function round_from_tol!(obj::Real, tol::Real) + # Round the objective value to the same number of digits as the tolerance + return round(obj, digits = (-1) * get_exponent_sciform(tol)) +end + +function cmp_csv(csv1::AbstractString, csv2::AbstractString) + # Compare two csv files + # Return true (false) if they are identical (different) + # Throw an error if one of the files does not exist + if !isfile(csv1) + throw(CSVFileNotFound(csv1)) + end + if !isfile(csv2) + throw(CSVFileNotFound(csv2)) + end + + # Use unix-cmp on unix systems + Sys.isunix() && return success(`cmp --quiet $csv1 $csv2`) + + df1 = CSV.read(csv1, DataFrame) + df2 = CSV.read(csv2, DataFrame) + + return isequal(df1, df2) +end