Originally Contributed by: Clayton Barrows
An example of how to parse tabular files (CSV) files similar to the format established in
the RTS-GMLC and create a System using
PowerSystems.jl
using PowerSystems
using TimeSeries
using Dates
PowerSystems.jl links to some test data that is suitable for this example. Let's download the test data
PowerSystems.download(PowerSystems.TestData; branch = "master") # *note* add `force=true` to get a fresh copy
base_dir = dirname(dirname(pathof(PowerSystems)));
*.csv files and a user_descriptors.yaml file¶First, we'll read the tabular data
RTS_GMLC_DIR = joinpath(base_dir, "data", "RTS_GMLC");
rawsys = PowerSystems.PowerSystemTableData(
RTS_GMLC_DIR,
100.0,
joinpath(RTS_GMLC_DIR, "user_descriptors.yaml"),
timeseries_metadata_file = joinpath(RTS_GMLC_DIR, "timeseries_pointers.json"),
generator_mapping_file = joinpath(RTS_GMLC_DIR, "generator_mapping_multi_start.yaml"),
)
[ Info: Parsing csv files in Reserves ... [ Info: Parsing csv data in DAY_AHEAD_regional_Flex_Down.csv ... [ Info: Parsing csv data in DAY_AHEAD_regional_Flex_Up.csv ... [ Info: Parsing csv data in DAY_AHEAD_regional_Reg_Down.csv ... [ Info: Parsing csv data in DAY_AHEAD_regional_Reg_Up.csv ... [ Info: Parsing csv data in DAY_AHEAD_regional_Spin_Up_R1.csv ... [ Info: Parsing csv data in DAY_AHEAD_regional_Spin_Up_R2.csv ... [ Info: Parsing csv data in DAY_AHEAD_regional_Spin_Up_R3.csv ... [ Info: Parsing csv data in REAL_TIME_regional_Reg_Down.csv ... [ Info: Parsing csv data in REAL_TIME_regional_Reg_Up.csv ... [ Info: Parsing csv data in REAL_TIME_regional_Spin_Up_R1.csv ... [ Info: Parsing csv data in REAL_TIME_regional_Spin_Up_R2.csv ... [ Info: Parsing csv data in REAL_TIME_regional_Spin_Up_R3.csv ... [ Info: Successfully parsed Reserves [ Info: Parsing csv data in branch.csv ... [ Info: Successfully parsed branch.csv [ Info: Parsing csv data in bus.csv ... [ Info: Successfully parsed bus.csv [ Info: Parsing csv data in dc_branch.csv ... [ Info: Successfully parsed dc_branch.csv [ Info: Parsing csv data in gen.csv ... [ Info: Successfully parsed gen.csv [ Info: Parsing csv data in reserves.csv ... [ Info: Successfully parsed reserves.csv [ Info: Parsing csv data in simulation_objects.csv ... [ Info: Successfully parsed simulation_objects.csv [ Info: Parsing csv data in storage.csv ... [ Info: Successfully parsed storage.csv [ Info: Parsing csv data in timeseries_pointers.csv ... [ Info: Successfully parsed timeseries_pointers.csv
PowerSystems.PowerSystemTableData: directory: /Users/cbarrows/.julia/packages/PowerSystems/61h6O/data/RTS_GMLC timeseries_metadata_file: /Users/cbarrows/.julia/packages/PowerSystems/61h6O/data/RTS_GMLC/timeseries_pointers.json base_power: 100.0 PowerSystems.InputCategoryModule.InputCategory.STORAGE = 8: 22×8 DataFrame PowerSystems.InputCategoryModule.InputCategory.BRANCH = 1: 120×14 DataFrame PowerSystems.InputCategoryModule.InputCategory.DC_BRANCH = 3: 1×60 DataFrame PowerSystems.InputCategoryModule.InputCategory.GENERATOR = 4: 158×58 DataFrame PowerSystems.InputCategoryModule.InputCategory.RESERVE = 6: 7×7 DataFrame PowerSystems.InputCategoryModule.InputCategory.BUS = 2: 73×15 DataFrame
System¶Next, we'll create a System from the rawsys data. Since a System is predicated on a
time series resolution and the rawsys data includes both 5-minute and 1-hour resolution
time series, we also need to specify which time series we want to include in the System.
The time_series_resolution kwarg filters to only include time series with a matching resolution.
sys = System(rawsys; time_series_resolution = Dates.Hour(1));
horizon = 24;
interval = Dates.Hour(24);
transform_single_time_series!(sys, horizon, interval);
sys
[ Info: Unit System changed to InfrastructureSystems.UnitSystemModule.UnitSystem.DEVICE_BASE = 1 ┌ Warning: Missing PowerSystems.InputCategoryModule.InputCategory.LOAD = 5 data. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:213 ┌ Warning: Rate 175.0 MW for A1 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for A2 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for A3 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for A4 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for A5 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for A6 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for A8 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for A9 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for A10 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for A11 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for AB1 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for A12-1 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for A13-2 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A18 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A19 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A20 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A21 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A22 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for AB2 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A23 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A24 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A25-1 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A25-2 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A26 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A27 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A28 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A29 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A30 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A31-1 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A31-2 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A32-1 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A32-2 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A33-1 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A33-2 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for A34 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for AB3 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for B1 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for B2 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for B3 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for B4 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for B5 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for B6 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for B8 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for B9 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for B10 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for B11 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for B12-1 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 175.0 MW for B13-2 is larger than the max expected in the range of (min = 47.0, max = 52.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for B18 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: Rate 500.0 MW for B19 is larger than the max expected in the range of (min = 134.0, max = 145.0). └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/utils/IO/branchdata_checks.jl:148 ┌ Warning: User-defined column name Startup Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Shutdown Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Status at Start is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Time at Status is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Cold is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Warm is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Hot is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Must Run is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: Missing PowerSystems.InputCategoryModule.InputCategory.LOAD = 5 data. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:213 [ Info: Adding contributing generators for Spin_Up_R1 by category ┌ Warning: User-defined column name Startup Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Shutdown Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Status at Start is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Time at Status is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Cold is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Warm is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Hot is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Must Run is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 [ Info: Adding contributing generators for Spin_Up_R2 by category ┌ Warning: User-defined column name Startup Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Shutdown Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Status at Start is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Time at Status is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Cold is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Warm is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Hot is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Must Run is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 [ Info: Adding contributing generators for Spin_Up_R3 by category ┌ Warning: User-defined column name Startup Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Shutdown Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Status at Start is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Time at Status is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Cold is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Warm is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Hot is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Must Run is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 [ Info: Adding contributing generators for Flex_Up by category ┌ Warning: User-defined column name Startup Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Shutdown Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Status at Start is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Time at Status is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Cold is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Warm is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Hot is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Must Run is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 [ Info: Adding contributing generators for Flex_Down by category ┌ Warning: User-defined column name Startup Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Shutdown Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Status at Start is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Time at Status is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Cold is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Warm is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Hot is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Must Run is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 [ Info: Adding contributing generators for Reg_Up by category ┌ Warning: User-defined column name Startup Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Shutdown Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Status at Start is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Time at Status is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Cold is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Warm is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Hot is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Must Run is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 [ Info: Adding contributing generators for Reg_Down by category ┌ Warning: User-defined column name Startup Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Shutdown Ramp Rate MW/min is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Status at Start is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Time at Status is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Cold is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Warm is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Start Cost Hot is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: User-defined column name Must Run is not in dataframe. └ @ PowerSystems ~/.julia/packages/PowerSystems/61h6O/src/parsers/power_system_table_data.jl:1367 ┌ Warning: There is only one forecast window. Setting interval = 0 seconds └ @ InfrastructureSystems ~/.julia/packages/InfrastructureSystems/3LlGM/src/component.jl:676
Base Power: 100.0
Num components: 525
15 rows × 3 columns
| ConcreteType | SuperTypes | Count | |
|---|---|---|---|
| String | String | Int64 | |
| 1 | Arc | Topology <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 109 |
| 2 | Area | AggregationTopology <: Topology <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 3 |
| 3 | Bus | Topology <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 73 |
| 4 | GenericBattery | Storage <: StaticInjection <: Device <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 1 |
| 5 | HVDCLine | DCBranch <: Branch <: Device <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 1 |
| 6 | HydroDispatch | HydroGen <: Generator <: StaticInjection <: Device <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 20 |
| 7 | Line | ACBranch <: Branch <: Device <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 105 |
| 8 | LoadZone | AggregationTopology <: Topology <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 3 |
| 9 | PowerLoad | StaticLoad <: ElectricLoad <: StaticInjection <: Device <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 51 |
| 10 | RenewableDispatch | RenewableGen <: Generator <: StaticInjection <: Device <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 30 |
| 11 | RenewableFix | RenewableGen <: Generator <: StaticInjection <: Device <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 31 |
| 12 | TapTransformer | ACBranch <: Branch <: Device <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 15 |
| 13 | ThermalMultiStart | ThermalGen <: Generator <: StaticInjection <: Device <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 76 |
| 14 | VariableReserve{PowerSystems.ReserveDown} | Reserve{PowerSystems.ReserveDown} <: Service <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 2 |
| 15 | VariableReserve{PowerSystems.ReserveUp} | Reserve{PowerSystems.ReserveUp} <: Service <: Component <: InfrastructureSystemsComponent <: InfrastructureSystemsType <: Any | 5 |
Components with time series data: 142
Total StaticTimeSeries: 182
Total Forecasts: 182
Resolution: 60 minutes
First initial time: 2020-01-01T00:00:00
Last initial time: 2020-01-01T00:00:00
Horizon: 24
Interval: 0 minutes
Forecast window count: 1
This notebook was generated using Literate.jl.