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+2020,12,31,284,12.433,21.225,0.0,0.0 +2020,12,31,285,12.4,21.208,0.0,0.0 +2020,12,31,286,12.367,21.679,0.0,0.0 +2020,12,31,287,12.333,23.176,0.0,0.0 +2020,12,31,288,12.3,25.648,0.0,0.0 diff --git a/idaes/tests/prescient/5bus/__init__.py b/idaes/tests/prescient/5bus/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/idaes/tests/prescient/5bus/branch.csv b/idaes/tests/prescient/5bus/branch.csv new file mode 100644 index 0000000000..7340e15aac --- /dev/null +++ b/idaes/tests/prescient/5bus/branch.csv @@ -0,0 +1,8 @@ +UID,From Bus,To Bus,R,X,B,Cont Rating,LTE Rating,STE Rating,Tr Ratio +"branch_2_3",2,3,0.00108,0.0108,0.01852,80.0,92.0,104.0,0 +"branch_1_2",1,2,0.00281,0.0281,0.00712,66.6,76.6,86.6,0 +"branch_1_4",1,4,0.00304,0.0304,0.00658,66.6,76.6,86.6,0 +"branch_4_10",4,10,0.00297,0.0297,0.00674,66.6,76.6,86.6,0 +"branch_1_10",1,10,0.00064,0.0064,0.03126,66.6,76.6,86.6,0 +"branch_3_4_0",3,4,0.00297,0.0297,0.00337,66.6,76.6,86.6,1.05 +"branch_3_4_1",3,4,0.003274425,0.03274425,0.003056689,28.4,32.7,36.9,0.952380952 diff --git a/idaes/tests/prescient/5bus/bus.csv b/idaes/tests/prescient/5bus/bus.csv new file mode 100644 index 0000000000..2a11f45415 --- /dev/null +++ b/idaes/tests/prescient/5bus/bus.csv @@ -0,0 +1,6 @@ +Bus ID,Bus Name,BaseKV,Bus Type,MW Load,MVAR Load,V Mag,V Angle,Area,Zone +1,bus1,230,PV,0,0,1,0.048935018,1,1 +4,bus4,230,Ref,28.5714286,9.3907143,1,0,1,1 +10,bus5,230,PV,0,0,1,0.06266308,1,1 +2,bus2,230,PQ,21.4285714,7.0435714,1.04407,-0.012822061,2,1 +3,bus3,230,PV,21.4285714,7.0435714,1,-0.009768957,2,1 diff --git a/idaes/tests/prescient/5bus/gen.csv b/idaes/tests/prescient/5bus/gen.csv new file mode 100644 index 0000000000..0e3870f7b4 --- /dev/null +++ b/idaes/tests/prescient/5bus/gen.csv @@ -0,0 +1,9 @@ +GEN UID,Bus ID,Unit Type,Fuel,MW Inj,MVAR Inj,V Setpoint p.u.,PMax MW,PMin MW,QMax MVAR,QMin MVAR,Min Down Time Hr,Min Up Time Hr,Ramp Rate MW/Min,Start Time Cold Hr,Start Time Warm Hr,Start Time Hot Hr,Start Heat Cold MBTU,Start Heat Warm MBTU,Start Heat Hot MBTU,Non Fuel Start Cost $,Fuel Price $/MMBTU,Output_pct_0,Output_pct_1,Output_pct_2,Output_pct_3,Output_pct_4,HR_avg_0,HR_incr_1,HR_incr_2,HR_incr_3,HR_incr_4 +3_CT,3,CT,G,0,0,1,20,8,20,-20,1,1,3,,,1,,,51.75,0,0.75,0.4,0.6,0.8,1,,135722.5,97862.5,98072.5,107135, +10_STEAM,10,STEAM,C,0,0,1,76,30,76,-76,4,8,2,12,10,4,11383.41,10488.35,7355.42,0,1,0.394736842,0.596052632,0.798684211,1,,30166.66667,14402.61434,17182.46753,18283.66017, +4_CC,4,CC,G,0,0,1,100,10,55,-55,3,3,3.7,,,3,,,5665.23,0,0.5,0.4,0.6,0.8,1,,51019.54545,26818.18182,29550.90909,30308.18182, +4_STEAM,4,STEAM,O,0,0,1,12,5,12,-12,2,4,1,12,4,2,703.76,455.37,393.28,0,1.5,0.416666667,0.608333333,0.808333333,1,,179457.9999,124504.3483,125050,133643.478, +10_PV,10,PV,S,0,0,1,25.9,0,0,0,,,,,,,,,,0,,,,,,,,,,, +2_RTPV,2,RTPV,S,0,0,1,9.3,0,0,0,,,,,,,,,,0,,,,,,,,,,, +1_HYDRO,1,HYDRO,H,0,0,1,50,0,16,-10,,,,,,,,,,0,,,,,,,,,,, +4_WIND,4,WIND,W,0,0,1,120,0,0,0,,,,,,,,,,0,,,,,,,,,,, \ No newline at end of file diff --git a/idaes/tests/prescient/5bus/initial_status.csv b/idaes/tests/prescient/5bus/initial_status.csv new file mode 100644 index 0000000000..aa06838c6b --- /dev/null +++ b/idaes/tests/prescient/5bus/initial_status.csv @@ -0,0 +1,3 @@ +3_CT,10_STEAM,4_CC,4_STEAM +24,-24,24,-24, +14,0,40,0 diff --git a/idaes/tests/prescient/5bus/reserves.csv b/idaes/tests/prescient/5bus/reserves.csv new file mode 100644 index 0000000000..7e64bcd254 --- /dev/null +++ b/idaes/tests/prescient/5bus/reserves.csv @@ -0,0 +1 @@ +Reserve Product,Requirement (MW) diff --git a/idaes/tests/prescient/5bus/simulation_objects.csv b/idaes/tests/prescient/5bus/simulation_objects.csv new file mode 100644 index 0000000000..e6944cbb22 --- /dev/null +++ b/idaes/tests/prescient/5bus/simulation_objects.csv @@ -0,0 +1,7 @@ +Simulation_Parameters,Description,DAY_AHEAD,REAL_TIME +Periods_per_Step,the number of discrete periods represented in each simulation step,24,1 +Period_Resolution,seconds per period,3600,300 +Date_From,simulation beginning period,01/01/2020 0:00,12/31/2020 0:00 +Date_To,simulation ending period (must account for lookahed data availability),01/01/2020 0:00,12/31/2020 0:00 +Look_Ahead_Periods_per_Step,the number of look ahead periods included in each optimization step,24,2 +Look_Ahead_Resolution,look-ahead period resolution,3600,300 diff --git a/idaes/tests/prescient/5bus/timeseries_pointers.csv b/idaes/tests/prescient/5bus/timeseries_pointers.csv new file mode 100644 index 0000000000..0017113d04 --- /dev/null +++ b/idaes/tests/prescient/5bus/timeseries_pointers.csv @@ -0,0 +1,17 @@ +Simulation,Category,Object,Parameter,Data File +DAY_AHEAD,Generator,1_HYDRO,PMin MW,DAY_AHEAD_renewables.csv +DAY_AHEAD,Generator,2_RTPV,PMin MW,DAY_AHEAD_renewables.csv +DAY_AHEAD,Generator,1_HYDRO,PMax MW,DAY_AHEAD_renewables.csv +DAY_AHEAD,Generator,2_RTPV,PMax MW,DAY_AHEAD_renewables.csv +DAY_AHEAD,Generator,10_PV,PMax MW,DAY_AHEAD_renewables.csv +DAY_AHEAD,Generator,4_WIND,PMax MW,DAY_AHEAD_renewables.csv +DAY_AHEAD,Area,1,MW Load,DAY_AHEAD_load.csv +DAY_AHEAD,Area,2,MW Load,DAY_AHEAD_load.csv +REAL_TIME,Generator,1_HYDRO,PMin MW,REAL_TIME_renewables.csv +REAL_TIME,Generator,2_RTPV,PMin MW,REAL_TIME_renewables.csv +REAL_TIME,Generator,1_HYDRO,PMax MW,REAL_TIME_renewables.csv +REAL_TIME,Generator,2_RTPV,PMax MW,REAL_TIME_renewables.csv +REAL_TIME,Generator,10_PV,PMax MW,REAL_TIME_renewables.csv +REAL_TIME,Generator,4_WIND,PMax MW,REAL_TIME_renewables.csv +REAL_TIME,Area,1,MW Load,REAL_TIME_load.csv +REAL_TIME,Area,2,MW Load,REAL_TIME_load.csv diff --git a/idaes/tests/prescient/__init__.py b/idaes/tests/prescient/__init__.py new file mode 100644 index 0000000000..621da29796 --- /dev/null +++ b/idaes/tests/prescient/__init__.py @@ -0,0 +1,12 @@ +################################################################################# +# The Institute for the Design of Advanced Energy Systems Integrated Platform +# Framework (IDAES IP) was produced under the DOE Institute for the +# Design of Advanced Energy Systems (IDAES), and is copyright (c) 2018-2021 +# by the software owners: The Regents of the University of California, through +# Lawrence Berkeley National Laboratory, National Technology & Engineering +# Solutions of Sandia, LLC, Carnegie Mellon University, West Virginia University +# Research Corporation, et al. All rights reserved. +# +# Please see the files COPYRIGHT.md and LICENSE.md for full copyright and +# license information. +################################################################################# diff --git a/idaes/tests/prescient/test_prescient.py b/idaes/tests/prescient/test_prescient.py new file mode 100644 index 0000000000..a40c5bdbd6 --- /dev/null +++ b/idaes/tests/prescient/test_prescient.py @@ -0,0 +1,100 @@ +################################################################################# +# The Institute for the Design of Advanced Energy Systems Integrated Platform +# Framework (IDAES IP) was produced under the DOE Institute for the +# Design of Advanced Energy Systems (IDAES), and is copyright (c) 2018-2021 +# by the software owners: The Regents of the University of California, through +# Lawrence Berkeley National Laboratory, National Technology & Engineering +# Solutions of Sandia, LLC, Carnegie Mellon University, West Virginia University +# Research Corporation, et al. All rights reserved. +# +# Please see the files COPYRIGHT.md and LICENSE.md for full copyright and +# license information. +################################################################################# + +import importlib +from numbers import Number +from pathlib import Path +from typing import Dict, Union, List + +import pytest +import pandas as pd + + +prescient_simulator = pytest.importorskip("prescient.simulator", reason="prescient (optional dependency) not available") + + +@pytest.fixture(scope="module") +def base_dir() -> Path: + pkg_init_path = Path(importlib.util.find_spec("idaes.tests.prescient").origin) + return pkg_init_path.parent + + +# define custom type for type hinting +PrescientOptions = Dict[str, Union[str, bool, Number, dict]] + + +class Test5Bus: + "Simple test using 5bus use case" + + @pytest.fixture + def data_path(self, base_dir: Path) -> Path: + return base_dir / "5bus" + + @pytest.mark.unit + def test_data_path_available(self, data_path: Path): + assert data_path.is_dir() + + @pytest.fixture + def output_dir(self, tmp_path: Path) -> Path: + path = tmp_path / "5bus_output" + path.mkdir() + return path + + @pytest.fixture + def prescient_options(self, data_path: Path, output_dir: Path) -> PrescientOptions: + return { + "data_path": str(data_path), + "input_format":"rts-gmlc", + "simulate_out_of_sample":True, + "run_sced_with_persistent_forecast_errors":True, + "output_directory": str(output_dir), + "start_date":"07-10-2020", + "num_days":2, + "sced_horizon":1, + "ruc_mipgap":0.01, + "reserve_factor":0.1, + "deterministic_ruc_solver":"cbc", + "deterministic_ruc_solver_options":{"feas":"off", "DivingF":"on",}, + "sced_solver":"cbc", + "sced_frequency_minutes":60, + "ruc_horizon":36, + "compute_market_settlements":True, + "monitor_all_contingencies":False, + "output_solver_logs":False, + "price_threshold":1000, + "contingency_price_threshold":100, + "reserve_price_threshold":5, + } + + @pytest.fixture + def run_simulator(self, prescient_options: PrescientOptions) -> None: + from prescient.simulator import Prescient + + sim = Prescient() + sim.simulate(**prescient_options) + + @pytest.fixture + def simulation_results_table( + self, + run_simulator, + output_dir: Path, + name: str = "overall_simulation_output.csv" + ) -> pd.DataFrame: + + path = output_dir / name + return pd.read_csv(path) + + @pytest.mark.component + # TODO use a more specific test to validate simulation output + def test_simulation_results(self, simulation_results_table: pd.DataFrame): + assert not simulation_results_table.empty diff --git a/setup.py b/setup.py index 6175765a66..7de7e77142 100644 --- a/setup.py +++ b/setup.py @@ -108,8 +108,9 @@ def dmf_data_files(root: str = DMF_DATA_ROOT) -> List[Tuple[str, List[str]]]: "prerelease": DEPENDENCIES_FOR_PRERELEASE_VERSION, "optional": [ "tensorflow", # idaes.surrogate.keras_surrogate + "gridx-prescient>=2.1", # idaes.tests.prescient # A Lee 11-Jan-22: no precompiled version of CoolProp available for Pyhton 3.9 - "coolprop; python_version < '3.9'" # idaes.generic_models.properties.general.coolprop + "coolprop; python_version < '3.9'", # idaes.generic_models.properties.general.coolprop ], }, package_data={