From 98c1146593ed46c85530ad167756dd7b619f163c Mon Sep 17 00:00:00 2001 From: Jared Thomas Date: Tue, 29 Apr 2025 16:47:12 -0600 Subject: [PATCH 1/4] include highs and scip as solver options and time test the free solvers --- ...llowing-long-duration-energy-storage.ipynb | 57 +++------------ .../hybrid_dispatch_builder_solver.py | 71 +++++++++++++++++++ tests/hopp/test_battery_dispatch.py | 27 +++++-- 3 files changed, 104 insertions(+), 51 deletions(-) diff --git a/examples/11-load-following-long-duration-energy-storage.ipynb b/examples/11-load-following-long-duration-energy-storage.ipynb index 7626a99e1..758d10705 100644 --- a/examples/11-load-following-long-duration-energy-storage.ipynb +++ b/examples/11-load-following-long-duration-energy-storage.ipynb @@ -26,17 +26,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/Users/jthomas2/Documents/programs/HOPP/examples/log/hybrid_systems_2025-04-17T14.54.28.881005.log\n" - ] - } - ], + "outputs": [], "source": [ "import numpy as np\n", "\n", @@ -63,7 +55,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -144,7 +136,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -153,7 +145,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -176,7 +168,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -193,27 +185,9 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Annual Energies (kWh):\n", - "{\"pv\": 11234203.208755787, \"wind\": 80310545.9331664, \"battery\": -1214.3240999997406, \"hybrid\": 91543534.81782195}\n", - "\n", - " Percentage of timesteps the load is met:\n", - "78.52739726027397\n", - "\n", - " Total Missed Load:\n", - "417274074.2328715 kWh\n", - "\n", - " Percentage of the load that is missed:\n", - "19.053610695564906\n" - ] - } - ], + "outputs": [], "source": [ "hybrid_plant = hi.system\n", "\n", @@ -240,20 +214,9 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "plot_generation_profile(hybrid_plant)" ] diff --git a/hopp/simulation/technologies/dispatch/hybrid_dispatch_builder_solver.py b/hopp/simulation/technologies/dispatch/hybrid_dispatch_builder_solver.py index 725297547..cef7642d0 100644 --- a/hopp/simulation/technologies/dispatch/hybrid_dispatch_builder_solver.py +++ b/hopp/simulation/technologies/dispatch/hybrid_dispatch_builder_solver.py @@ -183,6 +183,77 @@ def glpk_solve_call( ) return results + @staticmethod + def highs_solve_call( + pyomo_model: pyomo.ConcreteModel, + log_name: str = "", + user_solver_options: dict = None, + ): + + # log_name = "annual_solve_GLPK.log" # For debugging MILP solver + # Ref. on solver options: https://en.wikibooks.org/wiki/GLPK/Using_GLPSOL + # highs_solver_options = { + # "cuts": None, + # "presol": None, + # # 'mostf': None, + # # 'mipgap': 0.001, + # "tmlim": 30, + # } + highs_solver_options = dict( + time_limit=60.0, + mip_rel_gap=0.5, # TODO ??? + ) + + solver_options = SolverOptions( + highs_solver_options, log_name, user_solver_options, "log" + ) + with pyomo.SolverFactory("appsi_highs") as solver: + results = solver.solve(pyomo_model, options=solver_options.constructed) + HybridDispatchBuilderSolver.log_and_solution_check( + log_name, + solver_options.instance_log, + results.solver.termination_condition, + pyomo_model, + ) + return results + + @staticmethod + def scip_solve_call( + pyomo_model: pyomo.ConcreteModel, + log_name: str = "", + user_solver_options: dict = None, + ): + + # log_name = "annual_solve_GLPK.log" # For debugging MILP solver + # Ref. on solver options: https://en.wikibooks.org/wiki/GLPK/Using_GLPSOL + # highs_solver_options = { + # "cuts": None, + # "presol": None, + # # 'mostf': None, + # # 'mipgap': 0.001, + # "tmlim": 30, + # } + scip_solver_options = { + "limits/gap": 0.005, + "limits/time": 60.0, + "display/freq": 0.5, + # this is currently useless, as pyomo is not calling the concurrent solver + # 'parallel/maxnthreads': 16, + } + + solver_options = SolverOptions( + scip_solver_options, log_name, user_solver_options, "log" + ) + with pyomo.SolverFactory("scip") as solver: + results = solver.solve(pyomo_model, options=solver_options.constructed) + HybridDispatchBuilderSolver.log_and_solution_check( + log_name, + solver_options.instance_log, + results.solver.termination_condition, + pyomo_model, + ) + return results + def glpk_solve(self): return HybridDispatchBuilderSolver.glpk_solve_call( self.pyomo_model, self.options.log_name, self.options.solver_options diff --git a/tests/hopp/test_battery_dispatch.py b/tests/hopp/test_battery_dispatch.py index a83ddc046..b5306131c 100644 --- a/tests/hopp/test_battery_dispatch.py +++ b/tests/hopp/test_battery_dispatch.py @@ -71,12 +71,13 @@ def test_batterystateless_dispatch(subtests): config = BatteryConfig.from_dict(technologies['battery']) battery = Battery(site, config=config) + solver = "notsolver" battery._dispatch = SimpleBatteryDispatch(model, model.forecast_horizon, battery._system_model, battery._financial_model, 'battery', - HybridDispatchOptions()) + HybridDispatchOptions({"solver": solver})) model.test_objective = pyomo.Objective( rule=create_test_objective_rule, @@ -86,7 +87,25 @@ def test_batterystateless_dispatch(subtests): battery.dispatch.update_time_series_parameters(0) battery.dispatch.update_dispatch_initial_soc(battery.dispatch.minimum_soc) # Set initial SOC to minimum assert_units_consistent(model) + solvers = {'glpk': HybridDispatchBuilderSolver.glpk_solve_call, + 'highs': HybridDispatchBuilderSolver.highs_solve_call, + 'cbc': HybridDispatchBuilderSolver.cbc_solve_call, + 'scip': HybridDispatchBuilderSolver.scip_solve_call + } + import time + for solver_name, results in solvers.items(): + t1 = time.time() + n = 50 + for i in range(n): + results = solvers[solver_name](model) + t2 = time.time() + print(f"Solver: {solver_name}, N runs: {n}, Total time taken: {t2 - t1:.4f} seconds, Time per solve: {(t2 - t1) / n:.4f} seconds") + assert False results = HybridDispatchBuilderSolver.glpk_solve_call(model) + # results = HybridDispatchBuilderSolver.highs_solve_call(model) + # results = HybridDispatchBuilderSolver.scip_solve_call(model) + + # results = HybridDispatchBuilderSolver.cbc_solve_call(model) with subtests.test("TerminationCondition"): assert results.solver.termination_condition == TerminationCondition.optimal @@ -164,10 +183,10 @@ def test_batterystateless_dispatch(subtests): dispatch_power = battery_sl.dispatch.power[i] * 1e3 assert battery_sl.outputs.P[i] == pytest.approx(dispatch_power, 1e-3 * abs(dispatch_power)) - battery_dispatch = np.array(battery.dispatch.power)[0:48] + battery_dispatch = np.array(battery.dispatch.power)[0:dispatch_n_look_ahead] battery_actual = np.array(battery.generation_profile[0:dispatch_n_look_ahead]) * 1e-3 # convert to MWh - battery_sl_dispatch = np.array(battery_sl.dispatch.power)[0:48] - battery_sl_actual = np.array(battery_sl.generation_profile)[0:48] * 1e-3 # convert to MWh + battery_sl_dispatch = np.array(battery_sl.dispatch.power)[0:dispatch_n_look_ahead] + battery_sl_actual = np.array(battery_sl.generation_profile)[0:dispatch_n_look_ahead] * 1e-3 # convert to MWh with subtests.test("battery_dispatch vs battery_sl_dispatch"): assert sum(battery_dispatch - battery_sl_dispatch) == 0 From e2091525f0c81f5e3a737bfb3845ee53c94eb65c Mon Sep 17 00:00:00 2001 From: Jared Thomas Date: Wed, 30 Apr 2025 10:57:51 -0600 Subject: [PATCH 2/4] add highspy to dependencies --- ...ollowing-long-duration-energy-storage.yaml | 2 +- .../hybrid_dispatch_builder_solver.py | 14 +- pyproject.toml | 1 + tests/hopp/test_battery_dispatch.py | 124 ++++++++++++------ 4 files changed, 95 insertions(+), 46 deletions(-) diff --git a/examples/inputs/11-load-following-long-duration-energy-storage.yaml b/examples/inputs/11-load-following-long-duration-energy-storage.yaml index a972f4ec0..de83e928b 100644 --- a/examples/inputs/11-load-following-long-duration-energy-storage.yaml +++ b/examples/inputs/11-load-following-long-duration-energy-storage.yaml @@ -7,7 +7,7 @@ technologies: turbine_rating_kw: 5000 fin_model: !include default_fin_config_ldes.yaml battery: # VRDB - system_capacity_kwh: 100000 + system_capacity_kwh: 200000 system_capacity_kw: 10000 minimum_SOC: 20.0 maximum_SOC: 100.0 diff --git a/hopp/simulation/technologies/dispatch/hybrid_dispatch_builder_solver.py b/hopp/simulation/technologies/dispatch/hybrid_dispatch_builder_solver.py index cef7642d0..3db5f204b 100644 --- a/hopp/simulation/technologies/dispatch/hybrid_dispatch_builder_solver.py +++ b/hopp/simulation/technologies/dispatch/hybrid_dispatch_builder_solver.py @@ -201,7 +201,11 @@ def highs_solve_call( # } highs_solver_options = dict( time_limit=60.0, - mip_rel_gap=0.5, # TODO ??? + mip_rel_gap=0.05, # TODO ??? + simplex_iteration_limit=1000000, + presolve = 'on', + # simplex_strategy = "dual", + solver="ipm" ) solver_options = SolverOptions( @@ -234,9 +238,15 @@ def scip_solve_call( # "tmlim": 30, # } scip_solver_options = { - "limits/gap": 0.005, + "limits/gap": 0.5, "limits/time": 60.0, "display/freq": 0.5, + "presolving/maxrounds": -1, + "limits/nodes": 1000000, + "heuristics/emphasis": "aggressive", + "separating/maxrounds": 10, + "separating/maxcuts": 100, + "branching/priority": "fullstrong" # this is currently useless, as pyomo is not calling the concurrent solver # 'parallel/maxnthreads': 16, } diff --git a/pyproject.toml b/pyproject.toml index 43a33e040..47e67b1a7 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -20,6 +20,7 @@ dependencies = [ "future", "global_land_mask", "hybridbosse", + "highspy "lcoe", "lxml", "matplotlib", diff --git a/tests/hopp/test_battery_dispatch.py b/tests/hopp/test_battery_dispatch.py index b5306131c..81e78cb7c 100644 --- a/tests/hopp/test_battery_dispatch.py +++ b/tests/hopp/test_battery_dispatch.py @@ -15,6 +15,8 @@ from hopp import ROOT_DIR from tests.hopp.utils import DEFAULT_FIN_CONFIG +import matplotlib.pyplot as plt + solar_resource_file = ROOT_DIR / "simulation" / "resource_files" / "solar" / "35.2018863_-101.945027_psmv3_60_2012.csv" wind_resource_file = ROOT_DIR / "simulation" / "resource_files" / "wind" / "35.2018863_-101.945027_windtoolkit_2012_60min_80m_100m.srw" site = SiteInfo(flatirons_site, solar_resource_file=solar_resource_file, wind_resource_file=wind_resource_file) @@ -57,52 +59,88 @@ def create_test_objective_rule(m): def test_batterystateless_dispatch(subtests): expected_objective = 28957.15 - - # Run battery stateful as system model first - technologies = technologies_input.copy() - technologies['battery']['tracking'] = True - model = pyomo.ConcreteModel(name='battery_only') - model.forecast_horizon = pyomo.Set(initialize=range(dispatch_n_look_ahead)) - model.price = pyomo.Param(model.forecast_horizon, - within=pyomo.Reals, - initialize=prices, - mutable=True, - units=u.USD / u.MWh) - - config = BatteryConfig.from_dict(technologies['battery']) - battery = Battery(site, config=config) - solver = "notsolver" - battery._dispatch = SimpleBatteryDispatch(model, - model.forecast_horizon, - battery._system_model, - battery._financial_model, - 'battery', - HybridDispatchOptions({"solver": solver})) - - model.test_objective = pyomo.Objective( - rule=create_test_objective_rule, - sense=pyomo.maximize) - - battery.dispatch.initialize_parameters() - battery.dispatch.update_time_series_parameters(0) - battery.dispatch.update_dispatch_initial_soc(battery.dispatch.minimum_soc) # Set initial SOC to minimum - assert_units_consistent(model) solvers = {'glpk': HybridDispatchBuilderSolver.glpk_solve_call, 'highs': HybridDispatchBuilderSolver.highs_solve_call, 'cbc': HybridDispatchBuilderSolver.cbc_solve_call, 'scip': HybridDispatchBuilderSolver.scip_solve_call } - import time - for solver_name, results in solvers.items(): - t1 = time.time() - n = 50 - for i in range(n): - results = solvers[solver_name](model) - t2 = time.time() - print(f"Solver: {solver_name}, N runs: {n}, Total time taken: {t2 - t1:.4f} seconds, Time per solve: {(t2 - t1) / n:.4f} seconds") - assert False - results = HybridDispatchBuilderSolver.glpk_solve_call(model) - # results = HybridDispatchBuilderSolver.highs_solve_call(model) + import time, copy + fig, ax = plt.subplots(len(solvers), 1, figsize=(10, 5), sharex=True) + fig_single, ax_single = plt.subplots(1, 1, figsize=(10, 5)) + line_types = ['-', '--', '-.', ':'] + print(f"Expected objective: {expected_objective:.2f}", flush=True) + for i, (solver_name, results) in enumerate(solvers.items()): + # Run battery stateful as system model first + technologies = technologies_input.copy() + technologies['battery']['tracking'] = True + model = pyomo.ConcreteModel(name='battery_only') + model.forecast_horizon = pyomo.Set(initialize=range(dispatch_n_look_ahead)) + model.price = pyomo.Param(model.forecast_horizon, + within=pyomo.Reals, + initialize=prices, + mutable=True, + units=u.USD / u.MWh) + + config = BatteryConfig.from_dict(technologies['battery']) + battery = Battery(site, config=config) + solver = "notsolver" + battery._dispatch = SimpleBatteryDispatch(model, + model.forecast_horizon, + battery._system_model, + battery._financial_model, + 'battery', + HybridDispatchOptions({"solver": solver})) + + model.test_objective = pyomo.Objective( + rule=create_test_objective_rule, + sense=pyomo.maximize) + + battery.dispatch.initialize_parameters() + battery.dispatch.update_time_series_parameters(0) + battery.dispatch.update_dispatch_initial_soc(battery.dispatch.minimum_soc) # Set initial SOC to minimum + assert_units_consistent(model) + + if False: # for solver debugging + t1 = time.time() + n = 50 + battery_dispatch_sum = 0 + # print(f"Running Solver {i}: {solver_name}", flush=True) + for j in range(n): + model_internal = model + + results = solvers[solver_name](model_internal) + + battery_dispatch = np.array(battery.dispatch.power)[0:dispatch_n_look_ahead] + battery_dispatch_sum += np.sum(battery_dispatch) + if j == 0: + if i == 0: + label_dispatch = "dispatch" + label_actual = "actual" + else: + label_dispatch = None + label_actual = None + ax[i].plot(battery.dispatch.power[0:dispatch_n_look_ahead], label=label_dispatch) + ax[i].plot(battery.generation_profile[0:dispatch_n_look_ahead], label=label_actual) + ax[i].set(ylabel='Power (MW)', title=f"Solver: {solver_name}") + ax_single.plot(battery.dispatch.power[0:dispatch_n_look_ahead], linestyle=line_types[i], label=f"{solver_name}") + if i == 0: + ax[i].legend() + if i == len(solvers) - 1: + ax[i].set(xlabel='Time (hours)') + t2 = time.time() + battery_dispatch_sum /= n + print(f"Solver {i}: {solver_name}, N: {n}, TTime: {t2 - t1:.4f} (s), Time/run: {(t2 - t1) / n:.4f} (s), Obj: {pyomo.value(model_internal.test_objective)}, Ave dis. power: {battery_dispatch_sum / n:.4f} (MWh), Exit: {results.solver.termination_condition }", flush=True) + if True: # for solver debugging + ax_single.set(ylabel='Power (MW)', xlabel='Time (hours)', title="Dispatch Power") + ax_single.legend() + fig.tight_layout() + fig_single.tight_layout() + fig.subplots_adjust(hspace=0.5) + fig.savefig("solver_comparison.png") + fig_single.savefig("solver_comparison_single_plot.png") + # assert False + # results = HybridDispatchBuilderSolver.glpk_solve_call(model) + results = HybridDispatchBuilderSolver.highs_solve_call(model) # results = HybridDispatchBuilderSolver.scip_solve_call(model) # results = HybridDispatchBuilderSolver.cbc_solve_call(model) @@ -189,10 +227,10 @@ def test_batterystateless_dispatch(subtests): battery_sl_actual = np.array(battery_sl.generation_profile)[0:dispatch_n_look_ahead] * 1e-3 # convert to MWh with subtests.test("battery_dispatch vs battery_sl_dispatch"): - assert sum(battery_dispatch - battery_sl_dispatch) == 0 + assert sum(battery_dispatch - battery_sl_dispatch) == pytest.approx(0) with subtests.test("battery_actual vs battery_dispatch"): - assert sum(abs(battery_actual - battery_dispatch)) <= 33.5 + assert sum(abs(battery_actual - battery_dispatch)) <= pytest.approx(33.5) with subtests.test("battery_sl_actual vs battery_sl_dispatch"): assert sum(abs(battery_sl_actual - battery_sl_dispatch)) == 0 From b33750f66098cd59203adc5be3115103e94981eb Mon Sep 17 00:00:00 2001 From: Jared Thomas Date: Wed, 30 Apr 2025 11:23:46 -0600 Subject: [PATCH 3/4] switch some tests etc from glpk to highs and switch default solver to highs --- .../simulation_init.py | 2 +- .../hybrid_dispatch_builder_solver.py | 17 ++++++++++++++--- .../dispatch/hybrid_dispatch_options.py | 4 ++-- pyproject.toml | 2 +- tests/hopp/test_battery_dispatch.py | 19 ++++++++++--------- tests/hopp/test_dispatch.py | 3 ++- tests/hopp/test_generic_plant.py | 2 +- 7 files changed, 31 insertions(+), 18 deletions(-) diff --git a/examples/legacy/CSP_PV_Battery_Analysis/simulation_init.py b/examples/legacy/CSP_PV_Battery_Analysis/simulation_init.py index 613973861..fd280b3da 100644 --- a/examples/legacy/CSP_PV_Battery_Analysis/simulation_init.py +++ b/examples/legacy/CSP_PV_Battery_Analysis/simulation_init.py @@ -142,7 +142,7 @@ def init_hybrid_plant(techs_in_sim: list, is_test: bool = False, ud_techs: dict dispatch_options={ 'is_test_start_year': is_test, 'is_test_end_year': is_test, - 'solver': 'cbc', + 'solver': 'appsi_highs', 'grid_charging': False, 'pv_charging_only': True }, diff --git a/hopp/simulation/technologies/dispatch/hybrid_dispatch_builder_solver.py b/hopp/simulation/technologies/dispatch/hybrid_dispatch_builder_solver.py index 3db5f204b..ea6cb4d64 100644 --- a/hopp/simulation/technologies/dispatch/hybrid_dispatch_builder_solver.py +++ b/hopp/simulation/technologies/dispatch/hybrid_dispatch_builder_solver.py @@ -139,6 +139,8 @@ def solve_dispatch_model(self, start_time: int, n_days: int): solver_results = self.glpk_solve() elif self.options.solver == "cbc": solver_results = self.cbc_solve() + elif self.options.solver == "highs": + solver_results = self.highs_solve() elif self.options.solver == "xpress": solver_results = self.xpress_solve() elif self.options.solver == "xpress_persistent": @@ -183,6 +185,11 @@ def glpk_solve_call( ) return results + def glpk_solve(self): + return HybridDispatchBuilderSolver.glpk_solve_call( + self.pyomo_model, self.options.log_name, self.options.solver_options + ) + @staticmethod def highs_solve_call( pyomo_model: pyomo.ConcreteModel, @@ -202,7 +209,6 @@ def highs_solve_call( highs_solver_options = dict( time_limit=60.0, mip_rel_gap=0.05, # TODO ??? - simplex_iteration_limit=1000000, presolve = 'on', # simplex_strategy = "dual", solver="ipm" @@ -221,6 +227,11 @@ def highs_solve_call( ) return results + def highs_solve(self): + return HybridDispatchBuilderSolver.highs_solve_call( + self.pyomo_model, self.options.log_name, self.options.solver_options + ) + @staticmethod def scip_solve_call( pyomo_model: pyomo.ConcreteModel, @@ -264,8 +275,8 @@ def scip_solve_call( ) return results - def glpk_solve(self): - return HybridDispatchBuilderSolver.glpk_solve_call( + def scip_solve(self): + return HybridDispatchBuilderSolver.scip_solve_call( self.pyomo_model, self.options.log_name, self.options.solver_options ) diff --git a/hopp/simulation/technologies/dispatch/hybrid_dispatch_options.py b/hopp/simulation/technologies/dispatch/hybrid_dispatch_options.py index d19a78e72..86165db22 100644 --- a/hopp/simulation/technologies/dispatch/hybrid_dispatch_options.py +++ b/hopp/simulation/technologies/dispatch/hybrid_dispatch_options.py @@ -17,7 +17,7 @@ class HybridDispatchOptions: Args: dispatch_options (dict): Contains attribute key-value pairs to change default options. - - **solver** (str, default='cbc'): MILP solver used for dispatch optimization problem. Options are `('glpk', 'cbc', 'xpress', 'xpress_persistent', 'gurobi_ampl', 'gurobi')`. + - **solver** (str, default='highs'): MILP solver used for dispatch optimization problem. Options are `('glpk', 'cbc', 'highs', 'scip', 'xpress', 'xpress_persistent', 'gurobi_ampl', 'gurobi')`. - **solver_options** (dict): Dispatch solver options. @@ -60,7 +60,7 @@ class HybridDispatchOptions: """ def __init__(self, dispatch_options: dict = None): - self.solver: str = "cbc" + self.solver: str = "highs" self.solver_options: dict = ( {} ) # used to update solver options, look at specific solver for option names diff --git a/pyproject.toml b/pyproject.toml index 47e67b1a7..24dc9b327 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -20,7 +20,7 @@ dependencies = [ "future", "global_land_mask", "hybridbosse", - "highspy + "highspy", "lcoe", "lxml", "matplotlib", diff --git a/tests/hopp/test_battery_dispatch.py b/tests/hopp/test_battery_dispatch.py index 81e78cb7c..fc6019f82 100644 --- a/tests/hopp/test_battery_dispatch.py +++ b/tests/hopp/test_battery_dispatch.py @@ -59,10 +59,10 @@ def create_test_objective_rule(m): def test_batterystateless_dispatch(subtests): expected_objective = 28957.15 - solvers = {'glpk': HybridDispatchBuilderSolver.glpk_solve_call, + solvers = {#'glpk': HybridDispatchBuilderSolver.glpk_solve_call, 'highs': HybridDispatchBuilderSolver.highs_solve_call, - 'cbc': HybridDispatchBuilderSolver.cbc_solve_call, - 'scip': HybridDispatchBuilderSolver.scip_solve_call + #'cbc': HybridDispatchBuilderSolver.cbc_solve_call, + #'scip': HybridDispatchBuilderSolver.scip_solve_call } import time, copy fig, ax = plt.subplots(len(solvers), 1, figsize=(10, 5), sharex=True) @@ -142,7 +142,6 @@ def test_batterystateless_dispatch(subtests): # results = HybridDispatchBuilderSolver.glpk_solve_call(model) results = HybridDispatchBuilderSolver.highs_solve_call(model) # results = HybridDispatchBuilderSolver.scip_solve_call(model) - # results = HybridDispatchBuilderSolver.cbc_solve_call(model) with subtests.test("TerminationCondition"): @@ -201,7 +200,8 @@ def test_batterystateless_dispatch(subtests): battery_sl.dispatch.initialize_parameters() battery_sl.dispatch.update_time_series_parameters(0) assert_units_consistent(model_sl) - results = HybridDispatchBuilderSolver.glpk_solve_call(model_sl) + # results = HybridDispatchBuilderSolver.glpk_solve_call(model_sl) + results = HybridDispatchBuilderSolver.highs_solve_call(model_sl) with subtests.test("sum_charge_power"): assert results.solver.termination_condition == TerminationCondition.optimal @@ -227,13 +227,13 @@ def test_batterystateless_dispatch(subtests): battery_sl_actual = np.array(battery_sl.generation_profile)[0:dispatch_n_look_ahead] * 1e-3 # convert to MWh with subtests.test("battery_dispatch vs battery_sl_dispatch"): - assert sum(battery_dispatch - battery_sl_dispatch) == pytest.approx(0) + assert sum(battery_dispatch - battery_sl_dispatch) == pytest.approx(0.0) with subtests.test("battery_actual vs battery_dispatch"): - assert sum(abs(battery_actual - battery_dispatch)) <= pytest.approx(33.5) + assert sum(abs(battery_actual - battery_dispatch)) <= 33.5 with subtests.test("battery_sl_actual vs battery_sl_dispatch"): - assert sum(abs(battery_sl_actual - battery_sl_dispatch)) == 0 + assert sum(abs(battery_sl_actual - battery_sl_dispatch)) == pytest.approx(0.0) with subtests.test("battery_actual vs battery_sl_actual"): assert sum(abs(battery_actual - battery_sl_actual)) <= 33.5 @@ -271,7 +271,8 @@ def test_batterystateless_cycle_limits(subtests): battery_sl.dispatch.initialize_parameters() battery_sl.dispatch.update_time_series_parameters(0) assert_units_consistent(model_sl) - results = HybridDispatchBuilderSolver.glpk_solve_call(model_sl) + # results = HybridDispatchBuilderSolver.glpk_solve_call(model_sl) + results = HybridDispatchBuilderSolver.highs_solve_call(model_sl) with subtests.test("termination_condition"): diff --git a/tests/hopp/test_dispatch.py b/tests/hopp/test_dispatch.py index 27fd715e7..f8ed2696b 100644 --- a/tests/hopp/test_dispatch.py +++ b/tests/hopp/test_dispatch.py @@ -105,7 +105,8 @@ def create_test_objective_rule(m): solar._dispatch.update_time_series_parameters(0) - results = HybridDispatchBuilderSolver.glpk_solve_call(model) + # results = HybridDispatchBuilderSolver.glpk_solve_call(model) + results = HybridDispatchBuilderSolver.highs_solve_call(model) # results = HybridDispatchBuilderSolver.cbc_solve_call(model) # results = HybridDispatchBuilderSolver.xpress_solve_call(model) assert results.solver.termination_condition == TerminationCondition.optimal diff --git a/tests/hopp/test_generic_plant.py b/tests/hopp/test_generic_plant.py index 0b489c929..6f1bf9793 100644 --- a/tests/hopp/test_generic_plant.py +++ b/tests/hopp/test_generic_plant.py @@ -97,7 +97,7 @@ def hybrid_tech_config(): def dispatch_options(): dispatch_opt = { "battery_dispatch": "load_following_heuristic", - "solver": "cbc", + "solver": "highs", "n_look_ahead_periods": 48, "grid_charging": False, "pv_charging_only": False, From 0e005cd6b9c7b3b9585ab450806ed4ed901c9605 Mon Sep 17 00:00:00 2001 From: Jared Thomas Date: Wed, 30 Apr 2025 11:27:17 -0600 Subject: [PATCH 4/4] adjust test values --- tests/hopp/test_battery_dispatch.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/hopp/test_battery_dispatch.py b/tests/hopp/test_battery_dispatch.py index fc6019f82..ca278a95b 100644 --- a/tests/hopp/test_battery_dispatch.py +++ b/tests/hopp/test_battery_dispatch.py @@ -230,13 +230,13 @@ def test_batterystateless_dispatch(subtests): assert sum(battery_dispatch - battery_sl_dispatch) == pytest.approx(0.0) with subtests.test("battery_actual vs battery_dispatch"): - assert sum(abs(battery_actual - battery_dispatch)) <= 33.5 + assert sum(abs(battery_actual - battery_dispatch)) <= 33.9 with subtests.test("battery_sl_actual vs battery_sl_dispatch"): assert sum(abs(battery_sl_actual - battery_sl_dispatch)) == pytest.approx(0.0) with subtests.test("battery_actual vs battery_sl_actual"): - assert sum(abs(battery_actual - battery_sl_actual)) <= 33.5 + assert sum(abs(battery_actual - battery_sl_actual)) <= 33.9 with subtests.test("lifecycles_per_day"): assert battery_sl.outputs.lifecycles_per_day[0:2] == pytest.approx([0.75048, 1.50096], rel=1e-3)