diff --git a/CHANGELOG.md b/CHANGELOG.md index eb918f17a..076ab17dc 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -6,6 +6,7 @@ - Updated `make_price_breakdown()` and `run_profast()` in `profast_tools.py` so that fixed cost items and feedstock cost items are properly labelled. [PR 930](https://github.com/NatLabRockies/H2Integrate/pull/930) - Add data resampling capabilities to resource models via pandas methods. [PR 933](https://github.com/NatLabRockies/H2Integrate/pull/933) - Add core framework support for non-annual simulation durations, including annual capacity-factor and replacement-count projections across the plant life. Leap-day-inclusive resources are rejected in full H2I runs until framework-wide calendar alignment is supported. [PR 934](https://github.com/NatLabRockies/H2Integrate/pull/934) +- Add example for running with simulation lengths less than or greater than a year and with timesteps shorter than and longer than an hour. [PR 936](https://github.com/NatLabRockies/H2Integrate/pull/936) ## 0.10.0 [October 12, 2026] diff --git a/examples/24_solar_battery_grid/plant_config.yaml b/examples/24_solar_battery_grid/plant_config.yaml index f354d7f92..6efbb411f 100644 --- a/examples/24_solar_battery_grid/plant_config.yaml +++ b/examples/24_solar_battery_grid/plant_config.yaml @@ -2,14 +2,16 @@ name: plant_config description: This plant is located in Texas sites: site: - latitude: 32.34 - longitude: -98.27 + latitude: 34.22 + longitude: -102.75 resources: solar_resource: resource_model: GOESAggregatedSolarAPI resource_parameters: + # Defaults for a single-year run; the runner overrides these per variant to + # demonstrate sub-annual, annual, and multi-year resource handling. resource_year: 2013 - resource_filename: 30.6617_-101.7096_psmv3_60_2013.csv + resource_filename: 34.22_-102.75_2013_goes_aggregated_v4_60min_utc_tz.csv # array of arrays containing left-to-right technology # interconnections; can support bidirectional connections # with the reverse definition. @@ -38,6 +40,7 @@ site_to_tech_connections: plant: plant_life: 30 simulation: + dt: 3600 n_timesteps: 8760 finance_parameters: finance_groups: diff --git a/examples/24_solar_battery_grid/run_solar_battery_grid.py b/examples/24_solar_battery_grid/run_solar_battery_grid.py index b38508795..6ae6755ac 100644 --- a/examples/24_solar_battery_grid/run_solar_battery_grid.py +++ b/examples/24_solar_battery_grid/run_solar_battery_grid.py @@ -1,11 +1,152 @@ +import copy + from h2integrate import H2IntegrateModel +from h2integrate.core.file_utils import load_yaml + + +top_level_config = load_yaml("solar_battery_grid.yaml") +base_driver_config = load_yaml(top_level_config["driver_config"]) +base_tech_config = load_yaml(top_level_config["technology_config"]) +base_plant_config = load_yaml(top_level_config["plant_config"]) + +variants = { + "half_year": { + "dt": 900, # 15 minutes + "n_timesteps": 17520, + # One native year, upsampled from 60-min to 15-min and clipped to half a year. + "resource": { + "resource_year": 2013, + "resource_filename": "34.22_-102.75_2013_goes_aggregated_v4_60min_utc_tz.csv", + "upsample_method": "time", + }, + }, + "annual": { + "dt": 3600, # 1 hour + "n_timesteps": 8760, + "resource": { + "resource_year": 2013, + "resource_filename": "34.22_-102.75_2013_goes_aggregated_v4_60min_utc_tz.csv", + }, + }, + "two_year": { + "dt": 10800, # 3 hours + "n_timesteps": 5840, + # Two native years, downsampled from 60-min to 3-hour. + "resource": { + "resource_year": 2012, + "resource_year_order": [2012, 2013], + "downsample_method": "mean", + }, + }, +} + + +def _fmt(value, digits=2): + return f"{float(value):,.{digits}f}" + + +results = [] + +for variant_name, variant in variants.items(): + driver_config = copy.deepcopy(base_driver_config) + plant_config = copy.deepcopy(base_plant_config) + tech_config = copy.deepcopy(base_tech_config) + + driver_config.setdefault("general", {})["create_om_reports"] = False + plant_config["plant"]["simulation"]["dt"] = variant["dt"] + plant_config["plant"]["simulation"]["n_timesteps"] = variant["n_timesteps"] + + # Replace the solar resource settings so each variant pulls the right number of years. + resource_params = plant_config["sites"]["site"]["resources"]["solar_resource"][ + "resource_parameters" + ] + resource_params.clear() + resource_params.update(variant["resource"]) + + h2i = H2IntegrateModel( + { + "name": f"{top_level_config['name']}_{variant_name}", + "system_summary": top_level_config["system_summary"], + "driver_config": driver_config, + "technology_config": tech_config, + "plant_config": plant_config, + } + ) + + print(f"Running variant: {variant_name}") + h2i.run() + + total_load_served = h2i.prob.get_val( + "electrical_load_demand.total_electricity_produced", units="kW*h" + )[0] + total_solar = h2i.prob.get_val("solar.total_electricity_produced", units="kW*h")[0] + total_grid_buy = h2i.prob.get_val("grid_buy.total_electricity_produced", units="kW*h")[0] + battery_cf = h2i.prob.get_val("battery.standard_capacity_factor", units="percent")[0] + solar_cf = h2i.prob.get_val("solar.capacity_factor", units="percent")[0] + lcoe = h2i.prob.get_val("finance_subgroup_renewables.LCOE")[0] + percent_load_missed = h2i.prob.get_val("electrical_load_demand.percent_load_missed")[0] + curtailment_percent = h2i.prob.get_val("electrical_load_demand.curtailment_percent")[0] + + results.append( + { + "variant": variant_name, + "years": variant["n_timesteps"] * variant["dt"] / 31_536_000, + "dt_hours": variant["dt"] / 3600, + "n_timesteps": variant["n_timesteps"], + "lcoe": lcoe, + "load_served_mwh": total_load_served / 1000, + "solar_mwh": total_solar / 1000, + "grid_buy_mwh": total_grid_buy / 1000, + "solar_cf_pct": solar_cf, + "battery_cf_pct": battery_cf, + "load_missed_pct": percent_load_missed, + "curtailment_pct": curtailment_percent, + } + ) + + +header = ( + "variant", + "sim years", + "dt (h)", + "n_steps", + "LCOE ($/kWh)", + "load served (MWh)", + "solar gen (MWh)", + "grid buy (MWh)", + "solar CF (%)", + "battery std CF (%)", + "load missed (%)", + "curtailment (%)", +) +rows = [header] +rows.extend( + ( + result["variant"], + _fmt(result["years"], 2), + _fmt(result["dt_hours"], 2), + str(result["n_timesteps"]), + _fmt(result["lcoe"], 4), + _fmt(result["load_served_mwh"], 2), + _fmt(result["solar_mwh"], 2), + _fmt(result["grid_buy_mwh"], 2), + _fmt(result["solar_cf_pct"], 2), + _fmt(result["battery_cf_pct"], 2), + _fmt(result["load_missed_pct"], 2), + _fmt(result["curtailment_pct"], 2), + ) + for result in results +) + +col_widths = [max(len(row[i]) for row in rows) for i in range(len(header))] -# Create an H2I model -h2i = H2IntegrateModel("solar_battery_grid.yaml") +def _print_row(row): + print(" ".join(value.ljust(col_widths[i]) for i, value in enumerate(row))) -# Run the model -h2i.run() -# Post-process the results -h2i.post_process() +print("\nSummary of example 24 variants") +_print_row(header) +_print_row(tuple("-" * width for width in col_widths)) +for row in rows[1:]: + _print_row(row) diff --git a/examples/test/test_all_examples.py b/examples/test/test_all_examples.py index 1ab4a2221..c2b83b4f5 100644 --- a/examples/test/test_all_examples.py +++ b/examples/test/test_all_examples.py @@ -2286,6 +2286,7 @@ def test_24_solar_battery_grid_example(subtests, temp_copy_of_example): electricity_sold = sum(model.prob.get_val("grid_sell.electricity_in", units="kW")) solar_aep = sum(model.prob.get_val("solar.electricity_out", units="kW")) + battery_net_energy = sum(model.prob.get_val("battery.electricity_out", units="kW")) with subtests.test("Behavior check battery missed load is electricity bought"): assert pytest.approx(battery_missed_load, rel=1e-6) == electricity_bought @@ -2294,13 +2295,71 @@ def test_24_solar_battery_grid_example(subtests, temp_copy_of_example): assert pytest.approx(battery_curtailed, rel=1e-6) == electricity_sold with subtests.test( - "Behavior check energy for financials; include solar aep and electricity bought" + "Behavior check energy for financials includes solar, grid, and battery net output" ): - assert pytest.approx(energy_for_financials, rel=1e-6) == (solar_aep + electricity_bought) + assert pytest.approx(energy_for_financials, rel=1e-6) == ( + solar_aep + electricity_bought + battery_net_energy + ) with subtests.test("Value check on LCOE"): lcoe = model.prob.get_val("finance_subgroup_renewables.LCOE", units="USD/(MW*h)")[0] - assert pytest.approx(lcoe, rel=1e-4) == 91.7057887 + assert pytest.approx(lcoe, rel=1e-4) == 89.28084320265795 + + +@pytest.mark.integration +@pytest.mark.parametrize( + "example_folder,resource_example_folder", [("24_solar_battery_grid", "11_hybrid_energy_plant/")] +) +def test_24_solar_battery_grid_non_annual(subtests, temp_copy_of_example): + # Regression guard: the models used by example 24 must declare non-annual + # `_simulation_duration_bounds`, so a sub-annual horizon runs without being rejected by + # `check_model_simulation_duration`. + import copy + + example_folder = temp_copy_of_example + top_level_config = load_yaml(example_folder / "solar_battery_grid.yaml") + driver_config = load_yaml(example_folder / top_level_config["driver_config"]) + tech_config = load_yaml(example_folder / top_level_config["technology_config"]) + plant_config = load_yaml(example_folder / top_level_config["plant_config"]) + + driver_config.setdefault("general", {})["create_om_reports"] = False + # Half-year horizon at 15-minute steps (one native year upsampled to 15-min, clipped). + plant_config["plant"]["simulation"]["dt"] = 900 + plant_config["plant"]["simulation"]["n_timesteps"] = 17520 + resource_params = plant_config["sites"]["site"]["resources"]["solar_resource"][ + "resource_parameters" + ] + resource_params.clear() + resource_params.update( + { + "resource_year": 2013, + "resource_filename": "34.22_-102.75_2013_goes_aggregated_v4_60min_utc_tz.csv", + "upsample_method": "time", + } + ) + + model = H2IntegrateModel( + { + "name": "solar_battery_grid_half_year", + "system_summary": top_level_config["system_summary"], + "driver_config": driver_config, + "technology_config": copy.deepcopy(tech_config), + "plant_config": plant_config, + } + ) + model.run() + + plant_life = int(plant_config["plant"]["plant_life"]) + + with subtests.test("Capacity factor is projected across the full plant life"): + solar_cf = model.prob.get_val("solar.capacity_factor", units="unitless") + assert solar_cf.shape == (plant_life,) + + with subtests.test("Sub-annual load served is less than a comparable annual run"): + load_served = model.prob.get_val( + "electrical_load_demand.total_electricity_produced", units="kW*h" + )[0] + assert load_served > 0.0 @pytest.mark.integration diff --git a/h2integrate/control/control_strategies/storage/demand_openloop_storage_controller.py b/h2integrate/control/control_strategies/storage/demand_openloop_storage_controller.py index f9b6190fb..cbffbd8cd 100644 --- a/h2integrate/control/control_strategies/storage/demand_openloop_storage_controller.py +++ b/h2integrate/control/control_strategies/storage/demand_openloop_storage_controller.py @@ -2,6 +2,7 @@ import numpy as np from attrs import define +from openmdao.utils import units as om_units from h2integrate.core.utilities import merge_shared_inputs from h2integrate.core.supported_models import register @@ -47,9 +48,11 @@ class DemandOpenLoopStorageController(OpenLoopControlBase): """ _time_step_bounds = ( - 3600, - 3600, + 1, # 1 second + 86400, # 24 hours ) # (min, max) time step lengths (in seconds) compatible with this model + # (min, max) permitted simulation duration in years + _simulation_duration_bounds = (0.0, float("inf")) def setup(self): self.config = DemandOpenLoopStorageControllerConfig.from_dict( @@ -84,6 +87,13 @@ def setup(self): desc="Storage discharge rate", ) + self.dt = int(self.options["plant_config"]["plant"]["simulation"]["dt"]) + self.dt_amount = om_units.convert_units( + self.dt, + "s", + f"({self.config.commodity_amount_units})/({self.config.commodity_rate_units})", + ) + def compute(self, inputs, outputs): """ Compute storage state of charge (SOC), delivered output, curtailment, and unmet @@ -153,9 +163,12 @@ def compute(self, inputs, outputs): # Get the input flow at the current time step input_flow = inputs[f"{commodity}_in"][t] - # Calculate the available charge/discharge capacity - available_charge = float((soc_max - soc) * max_capacity) - available_discharge = float((soc - soc_min) * max_capacity) + # Available headroom is naturally an amount. Convert it to a rate using the + # timestep width so it can be compared against the charge/discharge limits. + available_charge_amount = float((soc_max - soc) * max_capacity) + available_discharge_amount = float((soc - soc_min) * max_capacity) + available_charge_rate = available_charge_amount / self.dt_amount + available_discharge_rate = available_discharge_amount / self.dt_amount # Determine the output flow based on demand_t and SOC if demand_t > input_flow: @@ -165,10 +178,12 @@ def compute(self, inputs, outputs): # `discharge` is as seen by the storage, but `max_discharge_rate` is as observed # outside the storage discharge = min( - discharge_needed, available_discharge, max_discharge_rate / discharge_eff + discharge_needed, + available_discharge_rate, + max_discharge_rate / discharge_eff, ) - soc -= discharge / max_capacity # soc is a ratio with value between 0 and 1 + soc -= (discharge * self.dt_amount) / max_capacity # output is as observed outside the storage, so we need to adjust `discharge` by # applying `discharge_efficiency`. combined_output_array[t] = input_flow + discharge * discharge_eff @@ -182,9 +197,10 @@ def compute(self, inputs, outputs): # seen outside the storage so we need to adjust `available_charge` outside the # storage view and the final result back into the storage view. charge = ( - min(unused_input, available_charge / charge_eff, max_charge_rate) * charge_eff + min(unused_input, available_charge_rate / charge_eff, max_charge_rate) + * charge_eff ) - soc += charge / max_capacity # soc is a ratio with value between 0 and 1 + soc += (charge * self.dt_amount) / max_capacity combined_output_array[t] = demand_t set_point_array[t] = -1 * charge / charge_eff diff --git a/h2integrate/converters/grid/grid.py b/h2integrate/converters/grid/grid.py index b051edfe2..57ffd88ee 100644 --- a/h2integrate/converters/grid/grid.py +++ b/h2integrate/converters/grid/grid.py @@ -38,7 +38,7 @@ class GridPerformanceModel(PerformanceModelBaseClass): different grid connection points (for example, one for buying upstream and another for selling downstream). - This model is compatible with time steps ranging from 5-minutes to 1-hour. + This model is compatible with arbitrary positive time steps. Inputs interconnection_size (float): Maximum power capacity for grid connection (kW). @@ -51,9 +51,11 @@ class GridPerformanceModel(PerformanceModelBaseClass): """ _time_step_bounds = ( - 300, - 3600, + 1, + np.inf, ) # (min, max) time step lengths (in seconds) compatible with this model + # (min, max) permitted simulation duration in years + _simulation_duration_bounds = (0.0, float("inf")) _control_classifier = "dispatchable" def initialize(self): @@ -164,23 +166,32 @@ def compute(self, inputs, outputs): # Not sold electricity if demand exceeds interconnection size outputs["electricity_excess"] = inputs["electricity_in"] - electricity_sold - max_production = ( - inputs["interconnection_size"] * len(outputs["electricity_out"]) * (self.dt / 3600) - ) outputs["electricity_sell_headroom"] = interconnection_size - electricity_sold outputs["electricity_headroom"] = interconnection_size - electricity_bought outputs["rated_electricity_production"] = inputs["interconnection_size"] outputs["total_electricity_produced"] = np.sum(outputs["electricity_out"]) * ( self.dt / 3600 ) - outputs["capacity_factor"] = outputs["total_electricity_produced"].sum() / max_production - outputs["annual_electricity_produced"] = outputs["total_electricity_produced"] * ( - 1 / self.fraction_of_year_simulated + annual_cf, replacement_schedule = self.calculate_annual_cf_and_replacement_schedule( + performance_timeseries=outputs["electricity_out"], + rated_performance=float(inputs["interconnection_size"][0]), + state_of_health_timeseries=None, + eol_soh=None, + ) + outputs["capacity_factor"] = annual_cf + outputs["replacement_schedule"] = replacement_schedule + outputs["annual_electricity_produced"] = ( + annual_cf * float(inputs["interconnection_size"][0]) * 8760 ) - total_electricity_sold = np.sum(electricity_sold) * (self.dt / 3600) - outputs["annual_electricity_sold"] = total_electricity_sold * ( - 1 / self.fraction_of_year_simulated + annual_sold_cf, _ = self.calculate_annual_cf_and_replacement_schedule( + performance_timeseries=electricity_sold, + rated_performance=float(inputs["interconnection_size"][0]), + state_of_health_timeseries=None, + eol_soh=None, + ) + outputs["annual_electricity_sold"] = ( + annual_sold_cf * float(inputs["interconnection_size"][0]) * 8760 ) @@ -223,14 +234,16 @@ class GridCostModel(CostModelBaseClass): - Revenue from electricity sales (sell mode) - Support for time-varying electricity prices - This model is compatible with time steps ranging from 5-minutes to 1-hour. + This model is compatible with arbitrary positive time steps. """ _time_step_bounds = ( - 300, - 3600, + 1, + np.inf, ) # (min, max) time step lengths (in seconds) compatible with this model + # (min, max) permitted simulation duration in years + _simulation_duration_bounds = (0.0, float("inf")) def setup(self): self.config = GridCostModelConfig.from_dict( @@ -347,8 +360,8 @@ def compute(self, inputs, outputs, discrete_inputs, discrete_outputs): # annual_electricity_out is already in kW*h/yr (shape=plant_life) varopex += inputs["annual_electricity_out"] * buy_price else: - # Scalar or per-timestep: same cost each year - varopex += np.sum((self.dt / 3600) * inputs["electricity_out"] * buy_price) + buy_cost_timeseries = (self.dt / 3600) * inputs["electricity_out"] * buy_price + varopex += self.calculate_annual_varopex(buy_cost_timeseries) # Add selling revenue if sell price is configured if self.config.electricity_sell_price is not None: @@ -357,6 +370,7 @@ def compute(self, inputs, outputs, discrete_inputs, discrete_outputs): # annual_electricity_sold is already in kW*h/yr (shape=plant_life) varopex -= inputs["annual_electricity_sold"] * sell_price else: - varopex -= np.sum((self.dt / 3600) * inputs["electricity_sold"] * sell_price) + sell_revenue_timeseries = (self.dt / 3600) * inputs["electricity_sold"] * sell_price + varopex -= self.calculate_annual_varopex(sell_revenue_timeseries) outputs["VarOpEx"] = varopex diff --git a/h2integrate/converters/solar/atb_utility_pv_cost.py b/h2integrate/converters/solar/atb_utility_pv_cost.py index 2fa7fe4bf..a57cd8a5e 100644 --- a/h2integrate/converters/solar/atb_utility_pv_cost.py +++ b/h2integrate/converters/solar/atb_utility_pv_cost.py @@ -28,9 +28,11 @@ class ATBUtilityPVCostModelConfig(CostModelBaseConfig): @register class ATBUtilityPVCostModel(CostModelBaseClass): _time_step_bounds = ( - 3600, - 3600, + 900, + 14400, ) # (min, max) time step lengths (in seconds) compatible with this model + # (min, max) permitted simulation duration in years + _simulation_duration_bounds = (0.0, float("inf")) def setup(self): self.config = ATBUtilityPVCostModelConfig.from_dict( diff --git a/h2integrate/converters/solar/solar_pysam.py b/h2integrate/converters/solar/solar_pysam.py index b735048f2..68f5c1f1d 100644 --- a/h2integrate/converters/solar/solar_pysam.py +++ b/h2integrate/converters/solar/solar_pysam.py @@ -120,12 +120,10 @@ def __attrs_post_init__(self): warnings.warn(msg, UserWarning, stacklevel=3) def check_pysam_options(self): - """Checks that top-level keys of pysam_options dictionary are valid and that - system capacity is not given in pysam_options. + """Check PySAM option groups and reject user-supplied system capacity. Raises: - ValueError: if top-level keys of pysam_options are not valid. - ValueError: if system_capacity is provided in pysam_options["SystemDesign"] + ValueError: If option groups are invalid or system capacity is provided. """ valid_groups = [ @@ -175,9 +173,11 @@ class PYSAMSolarPlantPerformanceModel(SolarPerformanceBaseClass): """ _time_step_bounds = ( - 3600, - 3600, + 900, + 14400, ) # (min, max) time step lengths (in seconds) compatible with this model + # (min, max) permitted simulation duration in years + _simulation_duration_bounds = (0.0, float("inf")) def setup(self): super().setup() @@ -490,7 +490,6 @@ def compute(self, inputs, outputs, discrete_inputs, discrete_outputs): dc_ac_ratio = system_model.value("dc_ac_ratio") outputs["system_capacity_AC"] = pv_capacity_kWdc / dc_ac_ratio outputs["rated_electricity_production"] = outputs["system_capacity_AC"] - if bool(self.design_dict.get("Lifetime", {}).get("system_use_lifetime_output", 0)): # using lifetime results # split the generation profile to have results per-year @@ -512,16 +511,35 @@ def compute(self, inputs, outputs, discrete_inputs, discrete_outputs): ) else: - # not using lifetime output, use results as-is + # When not using lifetime output, and only annual simulation, use results as-is. + # For a full-year (annual) simulation, use PySAM's ac_annual and the simple scalar + # capacity factor. Pvwattsv8 does not assign ac_annual for non-annual horizons + # (sub-annual or multi-year), so use the base-class projection to compute per-year + # capacity factors and annual production across the plant life. + seconds_per_year = 31_536_000 # 8760 h/year * 3600 s/h + + rated_production = outputs["rated_electricity_production"][0] outputs["electricity_out"] = system_model.Outputs.gen # kW-AC - max_production = ( - outputs["rated_electricity_production"] * self.n_timesteps * (self.dt / 3600) - ) - outputs["annual_electricity_produced"] = system_model.value("ac_annual") outputs["total_electricity_produced"] = outputs["electricity_out"].sum() * ( self.dt / 3600 ) - outputs["capacity_factor"] = outputs["total_electricity_produced"] / max_production + if abs(self.fraction_of_year_simulated - 1.0) < (self.dt / 2) / seconds_per_year: + max_production = rated_production * self.n_timesteps * (self.dt / 3600) + outputs["capacity_factor"] = outputs["total_electricity_produced"] / max_production + outputs["annual_electricity_produced"] = system_model.value("ac_annual") + else: + capacity_factor, replacement_schedule = ( + self.calculate_annual_cf_and_replacement_schedule( + performance_timeseries=outputs["electricity_out"], + rated_performance=rated_production, + state_of_health_timeseries=None, + eol_soh=None, + ) + ) + outputs["capacity_factor"] = capacity_factor + outputs["replacement_schedule"] = replacement_schedule + # per-year annual production is the per-year capacity factor at full-year output + outputs["annual_electricity_produced"] = capacity_factor * rated_production * 8760 # Apply curtailment based on set_point self.apply_curtailment(outputs) diff --git a/h2integrate/converters/solar/test/test_pysam_solar.py b/h2integrate/converters/solar/test/test_pysam_solar.py index 79e337f32..b6c18cd86 100644 --- a/h2integrate/converters/solar/test/test_pysam_solar.py +++ b/h2integrate/converters/solar/test/test_pysam_solar.py @@ -1,6 +1,7 @@ from unittest.mock import MagicMock import numpy as np +import pandas as pd import pytest import openmdao.api as om from pytest import fixture @@ -246,21 +247,27 @@ def test_pvwatts_outputs(basic_pysam_options, solar_resource_dict, plant_config, # ] # Check that replacement schedule is between 0 and 1 - with subtests.test("0 <= replacement_schedule <=1"): + with subtests.test("replacement_schedule >= 0"): assert np.all(prob.get_val("comp.replacement_schedule", units="unitless") >= 0) + + with subtests.test("replacement_schedule <= 1"): assert np.all(prob.get_val("comp.replacement_schedule", units="unitless") <= 1) with subtests.test("replacement_schedule length"): assert len(prob.get_val("comp.replacement_schedule", units="unitless")) == plant_life # Check that capacity factor is between 0 and 1 with units of "unitless" - with subtests.test("0 <= capacity_factor (unitless) <=1"): + with subtests.test("capacity_factor (unitless) >= 0"): assert np.all(prob.get_val("comp.capacity_factor", units="unitless") >= 0) + + with subtests.test("capacity_factor (unitless) <= 1"): assert np.all(prob.get_val("comp.capacity_factor", units="unitless") <= 1) # Check that capacity factor is between 1 and 100 with units of "percent" - with subtests.test("1 <= capacity_factor (percent) <=1"): + with subtests.test("capacity_factor (percent) >= 1"): assert np.all(prob.get_val("comp.capacity_factor", units="percent") >= 1) + + with subtests.test("capacity_factor (percent) <= 100"): assert np.all(prob.get_val("comp.capacity_factor", units="percent") <= 100) with subtests.test("capacity_factor length"): @@ -525,6 +532,94 @@ def test_pvwatts_singleowner_withtilt( assert pytest.approx(system_capacity_DC, rel=1e-6) == pv_design_dict["pv_capacity_kWdc"] +def _synthetic_solar_resource(n_timesteps): + """Build a synthetic hourly solar resource dict of length ``n_timesteps``.""" + idx = pd.date_range("2012-01-01 00:30", periods=n_timesteps, freq="1h") + daylight = np.clip(np.sin((idx.hour.to_numpy() - 6) / 12 * np.pi), 0, None) + ghi = 900.0 * daylight + return { + "year": idx.year.to_numpy().astype(float), + "month": idx.month.to_numpy().astype(float), + "day": idx.day.to_numpy().astype(float), + "hour": idx.hour.to_numpy().astype(float), + "minute": idx.minute.to_numpy().astype(float), + "ghi": ghi, + "dni": ghi * 0.85, + "dhi": ghi * 0.15, + "temperature": 15.0 + 10.0 * daylight, + "wind_speed": np.full(n_timesteps, 3.0), + "pressure": np.full(n_timesteps, 1013.0), + "site_lat": 33.0, + "site_lon": -101.0, + "data_tz": 0.0, + "elevation": 1000.0, + } + + +def _run_non_annual_solar(n_timesteps): + """Run the PySAM solar model standalone at a given horizon with synthetic data.""" + tech_config_dict = { + "model_inputs": { + "performance_parameters": { + "pv_capacity_kWdc": 100000.0, + "dc_ac_ratio": 1.2, + "create_model_from": "default", + "config_name": "PVWattsSingleOwner", + "tilt": 20.0, + } + } + } + plant_config = { + "plant": { + "plant_life": 30, + "simulation": {"dt": 3600, "n_timesteps": n_timesteps, "timezone": 0}, + }, + "site": {"latitude": 33.0, "longitude": -101.0, "resources": {}}, + } + comp = PYSAMSolarPlantPerformanceModel( + plant_config=plant_config, tech_config=tech_config_dict, driver_config={} + ) + prob = om.Problem() + prob.model.add_subsystem("pv", comp, promotes=["*"]) + prob.setup() + prob.set_val("solar_resource_data", _synthetic_solar_resource(n_timesteps)) + prob.run_model() + return prob + + +@pytest.mark.unit +@pytest.mark.parametrize("n_timesteps", [4380, 17520]) +def test_pvwatts_non_annual_horizon(n_timesteps, subtests): + """Pvwattsv8 supports non-annual horizons; ``ac_annual`` is unavailable there, so the + model annualizes the simulated AC energy instead.""" + prob = _run_non_annual_solar(n_timesteps) + + gen = prob.get_val("pv.electricity_out", units="kW") + annual = prob.get_val("pv.annual_electricity_produced", units="kW*h/yr") + total = prob.get_val("pv.total_electricity_produced", units="kW*h")[0] + capacity_factor = prob.get_val("pv.capacity_factor", units="unitless") + n_sim_years = (n_timesteps + 8759) // 8760 + + with subtests.test("electricity_out length matches horizon"): + assert gen.size == n_timesteps + with subtests.test("some generation is produced"): + assert np.any(gen > 0) + with subtests.test("annual production is positive"): + assert np.all(annual > 0) + with subtests.test("annual production reconstructs the simulated energy"): + if n_sim_years == 1: + # sub-annual: the single simulated year is annualized to a full-year equivalent + fraction_of_year = n_timesteps * 3600 / 31_536_000 + assert annual[0] == pytest.approx(total / fraction_of_year, rel=1e-9) + else: + # whole-year multi-year: the simulated years' annual energies sum to the total + assert annual[:n_sim_years].sum() == pytest.approx(total, rel=1e-9) + with subtests.test("capacity factor >= 0"): + assert np.all(capacity_factor >= 0) + with subtests.test("capacity factor <= 1"): + assert np.all(capacity_factor <= 1) + + @pytest.mark.unit def test_pvwatts_input_tilt_azimuth( basic_pysam_options, solar_resource_dict, plant_config, subtests diff --git a/h2integrate/demand/demand_baseclass.py b/h2integrate/demand/demand_baseclass.py index 9f3f0ddaa..2ddcd95fd 100644 --- a/h2integrate/demand/demand_baseclass.py +++ b/h2integrate/demand/demand_baseclass.py @@ -1,5 +1,6 @@ import numpy as np from attrs import field, define +from openmdao.utils import units as om_units from h2integrate.core.utilities import BaseConfig from h2integrate.core.model_baseclass import PerformanceModelBaseClass @@ -43,7 +44,7 @@ class DemandComponentBase(PerformanceModelBaseClass): demand component behavior. """ - _time_step_bounds = (3600, 3600) # (min, max) time step lengths compatible with this model + _time_step_bounds = (1, np.inf) # (min, max) time step lengths compatible with this model _control_classifier = "demand" def setup(self): @@ -158,17 +159,34 @@ def calculate_outputs(self, commodity_in, commodity_demand, outputs): # Calculate actual output based on demand met and curtailment outputs[f"{self.commodity}_out"] = commodity_in - outputs[f"unused_{self.commodity}_out"] - outputs[f"rated_{self.commodity}_production"] = commodity_demand.mean() + rated_production = float(np.max(commodity_demand)) if commodity_demand.size > 0 else 0.0 + outputs[f"rated_{self.commodity}_production"] = rated_production outputs[f"total_{self.commodity}_produced"] = np.sum(outputs[f"{self.commodity}_out"]) * ( self.dt / 3600 ) + if rated_production <= 0.0: + outputs[f"annual_{self.commodity}_produced"] = 0.0 + outputs["capacity_factor"] = 0.0 + outputs["replacement_schedule"] = 0.0 + else: + annual_amount_per_unit_rate = om_units.convert_units( + 31_536_000, + "s", + f"({self.commodity_amount_units})/({self.commodity_rate_units})", + ) - outputs[f"annual_{self.commodity}_produced"] = ( - outputs[f"total_{self.commodity}_produced"] / self.fraction_of_year_simulated - ) - - outputs["capacity_factor"] = outputs[f"{self.commodity}_out"].sum() / commodity_demand.sum() + annual_cf, replacement_schedule = self.calculate_annual_cf_and_replacement_schedule( + performance_timeseries=outputs[f"{self.commodity}_out"], + rated_performance=rated_production, + state_of_health_timeseries=None, + eol_soh=None, + ) + outputs[f"annual_{self.commodity}_produced"] = ( + annual_cf * rated_production * annual_amount_per_unit_rate + ) + outputs["capacity_factor"] = annual_cf + outputs["replacement_schedule"] = replacement_schedule total_demand = commodity_demand.sum() total_gen = commodity_in.sum() diff --git a/h2integrate/demand/generic_demand.py b/h2integrate/demand/generic_demand.py index d69fcb436..920622c80 100644 --- a/h2integrate/demand/generic_demand.py +++ b/h2integrate/demand/generic_demand.py @@ -20,6 +20,9 @@ class GenericDemandComponent(DemandComponentBase): ``performance_parameters``. """ + # (min, max) permitted simulation duration in years + _simulation_duration_bounds = (0.0, float("inf")) + def setup(self): self.config = DemandComponentBaseConfig.from_dict( merge_shared_inputs(self.options["tech_config"]["model_inputs"], "performance"), diff --git a/h2integrate/resource/utilities/test/test_time_tools.py b/h2integrate/resource/utilities/test/test_time_tools.py index 21ceae5bf..9de131ffc 100644 --- a/h2integrate/resource/utilities/test/test_time_tools.py +++ b/h2integrate/resource/utilities/test/test_time_tools.py @@ -388,6 +388,8 @@ def test_resample_unknown_downsample_method_raises(): @pytest.mark.unit def test_resample_upsampling_without_method_raises(): + # A finer sim dt than the native timestep needs upsampling; without an explicit method + # resampling must raise an error. data = _make_timeseries(5, 3600) with pytest.raises(ValueError, match="requires upsampling"): resample_resource_data_to_dt(data, 1800) @@ -395,6 +397,8 @@ def test_resample_upsampling_without_method_raises(): @pytest.mark.unit def test_resample_downsampling_without_method_raises(): + # A coarser sim dt than the native timestep needs downsampling; without an explicit + # method resampling must raise an error. data = _make_timeseries(10, 1800) with pytest.raises(ValueError, match="requires downsampling"): resample_resource_data_to_dt(data, 3600) @@ -402,6 +406,7 @@ def test_resample_downsampling_without_method_raises(): @pytest.mark.unit def test_resample_warns_when_resampling(subtests): + # Resampling notifies the user (but does not block) so the timestep change is visible. with subtests.test("upsampling warns"): with pytest.warns(UserWarning, match="upsampling"): resample_resource_data_to_dt(_make_timeseries(5, 3600), 1800, upsample_method="time") diff --git a/h2integrate/resource/utilities/time_tools.py b/h2integrate/resource/utilities/time_tools.py index 23fc94f8a..3f4ac3bc5 100644 --- a/h2integrate/resource/utilities/time_tools.py +++ b/h2integrate/resource/utilities/time_tools.py @@ -357,12 +357,12 @@ def resample_resource_data_to_dt( target_dt (int | float): desired simulation timestep in seconds. upsample_method (str | None): interpolation method passed to `pandas.DataFrame.interpolate `_ - when upsampling. Must be explicitly set when upsampling is needed; otherwise a - ``ValueError`` is raised. + when upsampling. Must be explicitly set (for example ``"time"``) when upsampling is + needed; otherwise a ``ValueError`` is raised. downsample_method (str | None): aggregation passed to `pandas.DataFrame.agg `_ - when downsampling. Must be explicitly set when downsampling is needed; otherwise a - ``ValueError`` is raised. + when downsampling. Must be explicitly set (for example ``"mean"``) when downsampling + is needed; otherwise a ``ValueError`` is raised. Returns: dict: resource data resampled to ``target_dt``. diff --git a/h2integrate/storage/battery/atb_battery_cost.py b/h2integrate/storage/battery/atb_battery_cost.py index 518fc59e8..67514ae23 100644 --- a/h2integrate/storage/battery/atb_battery_cost.py +++ b/h2integrate/storage/battery/atb_battery_cost.py @@ -1,4 +1,5 @@ from attrs import field, define, validators +from numpy import inf from openmdao.utils import units from h2integrate.core.utilities import merge_shared_inputs @@ -63,9 +64,13 @@ class ATBBatteryCostModel(CostModelBaseClass): """ _time_step_bounds = ( - 3600, - 3600, - ) # (min, max) time step lengths (in seconds) compatible with this model + 1e-6, + inf, + ) # (min, max) time step lengths (in seconds) compatible with this model. The ATB + # cost model is time-step independent (it only uses storage capacity and charge + # rate), so it accepts any sub-hourly-to-hourly time step. + # (min, max) permitted simulation duration in years + _simulation_duration_bounds = (0.0, float("inf")) def setup(self): self.config = ATBBatteryCostConfig.from_dict( diff --git a/h2integrate/storage/storage_baseclass.py b/h2integrate/storage/storage_baseclass.py index 2b7743ce9..29a520015 100644 --- a/h2integrate/storage/storage_baseclass.py +++ b/h2integrate/storage/storage_baseclass.py @@ -47,7 +47,7 @@ class StoragePerformanceBase(PerformanceModelBaseClass): _time_step_bounds = ( 1, - 36000, + 86400, ) # (min, max) time step lengths (in seconds) compatible with this model _control_classifier = "storage" @@ -306,24 +306,39 @@ def run_storage( outputs[f"rated_{self.commodity}_production"] = discharge_rate # rate * dt_amount = commodity_amount_units (works for any commodity_rate_units) outputs[f"total_{self.commodity}_produced"] = np.sum(storage_commodity_out) * self.dt_amount - outputs[f"annual_{self.commodity}_produced"] = outputs[ - f"total_{self.commodity}_produced" - ] * (1 / self.fraction_of_year_simulated) - if outputs[f"rated_{self.commodity}_production"] <= 0: + outputs[f"annual_{self.commodity}_produced"] = 0.0 outputs["capacity_factor"] = 0.0 outputs["standard_capacity_factor"] = 0.0 else: - outputs["capacity_factor"] = outputs[f"total_{self.commodity}_produced"] / ( - outputs[f"rated_{self.commodity}_production"] * self.n_timesteps * self.dt_amount + annualized_discharge_only_cf, replacement_schedule = ( + self.calculate_annual_cf_and_replacement_schedule( + performance_timeseries=outputs[f"storage_{self.commodity}_discharge"], + rated_performance=float(outputs[f"rated_{self.commodity}_production"][0]), + state_of_health_timeseries=None, + eol_soh=None, + ) ) - # standard_capacity_factor is the ratio of commodity discharged to the discharge rate - total_commodity_discharged = ( - outputs[f"storage_{self.commodity}_discharge"].sum() * self.dt_amount + outputs[f"annual_{self.commodity}_produced"] = ( + annualized_discharge_only_cf + * float(outputs[f"rated_{self.commodity}_production"][0]) + * 8760 ) - outputs["standard_capacity_factor"] = total_commodity_discharged / ( - outputs[f"rated_{self.commodity}_production"] * self.n_timesteps * self.dt_amount + outputs["replacement_schedule"] = replacement_schedule + # Capacity factor should reflect the net storage contribution so it can + # balance with system-level totals across technologies, but it should still + # be projected per simulated year for non-annual and multi-year runs. + annualized_net_cf, _ = self.calculate_annual_cf_and_replacement_schedule( + performance_timeseries=outputs[f"{self.commodity}_out"], + rated_performance=float(outputs[f"rated_{self.commodity}_production"][0]), + state_of_health_timeseries=None, + eol_soh=None, ) + outputs["capacity_factor"] = annualized_net_cf + # Standard capacity factor is the storage-service metric: discharge-only + # relative to the rated discharge capability over the full simulation. + + outputs["standard_capacity_factor"] = annualized_discharge_only_cf return outputs def simulate( diff --git a/h2integrate/storage/storage_performance_model.py b/h2integrate/storage/storage_performance_model.py index e80689ee0..ee8b3e105 100644 --- a/h2integrate/storage/storage_performance_model.py +++ b/h2integrate/storage/storage_performance_model.py @@ -128,8 +128,10 @@ class StoragePerformanceModel(StoragePerformanceBase): _time_step_bounds = ( 1, - 3600, + 86400, ) # (min, max) time step lengths (in seconds) compatible with this model + # (min, max) permitted simulation duration in years + _simulation_duration_bounds = (0.0, float("inf")) def setup(self): self.config = StoragePerformanceModelConfig.from_dict( diff --git a/h2integrate/transporters/cable.py b/h2integrate/transporters/cable.py index 5914b9e04..0205717ac 100644 --- a/h2integrate/transporters/cable.py +++ b/h2integrate/transporters/cable.py @@ -13,6 +13,8 @@ class CablePerformanceModel(om.ExplicitComponent): 1, 1e9, ) # (min, max) time step lengths (in seconds) compatible with this model + # (min, max) permitted simulation duration in years + _simulation_duration_bounds = (0.0, float("inf")) def initialize(self): self.options.declare("transport_item", values=["electricity"]) diff --git a/h2integrate/transporters/generic_combiner.py b/h2integrate/transporters/generic_combiner.py index f3efad2a0..a6b35c182 100644 --- a/h2integrate/transporters/generic_combiner.py +++ b/h2integrate/transporters/generic_combiner.py @@ -44,6 +44,8 @@ class GenericCombinerPerformanceModel(om.ExplicitComponent): 1, 1e9, ) # (min, max) time step lengths (in seconds) compatible with this model + # (min, max) permitted simulation duration in years + _simulation_duration_bounds = (0.0, float("inf")) _control_classifier = "combiner" diff --git a/resource_files/solar/30.6617_-101.7096_psmv3_60_2014.csv b/resource_files/solar/30.6617_-101.7096_psmv3_60_2014.csv new file mode 100644 index 000000000..7226ffb54 --- /dev/null +++ b/resource_files/solar/30.6617_-101.7096_psmv3_60_2014.csv @@ -0,0 +1,8763 @@ +Source,Location ID,City,State,Country,Latitude,Longitude,Time Zone,Elevation,Local Time Zone,Clearsky DHI Units,Clearsky DNI Units,Clearsky GHI Units,Dew Point Units,DHI Units,DNI Units,GHI Units,Solar Zenith Angle Units,Temperature Units,Pressure Units,Relative Humidity Units,Precipitable Water Units,Wind Direction Units,Wind Speed Units,Cloud Type -15,Cloud Type 0,Cloud Type 1,Cloud Type 2,Cloud Type 3,Cloud Type 4,Cloud Type 5,Cloud Type 6,Cloud Type 7,Cloud Type 8,Cloud Type 9,Cloud Type 10,Cloud Type 11,Cloud Type 12,Fill Flag 0,Fill Flag 1,Fill Flag 2,Fill Flag 3,Fill Flag 4,Fill Flag 5,Surface Albedo Units,Version +NSRDB,570557,-,-,-,30.65,-101.7,0,644,-6,w/m2,w/m2,w/m2,c,w/m2,w/m2,w/m2,Degree,c,mbar,%,cm,Degrees,m/s,N/A,Clear,Probably Clear,Fog,Water,Super-Cooled Water,Mixed,Opaque Ice,Cirrus,Overlapping,Overshooting,Unknown,Dust,Smoke,N/A,Missing Image,Low Irradiance,Exceeds Clearsky,Missing CLoud Properties,Rayleigh Violation,N/A,4.0.1 +Year,Month,Day,Hour,Minute,Temperature,Alpha,Aerosol Optical Depth,Asymmetry,Clearsky DHI,Clearsky DNI,Clearsky GHI,Cloud Fill Flag,Cloud Type,Dew Point,DHI,DNI,Fill Flag,GHI,Ozone,Relative Humidity,Solar Zenith Angle,SSA,Surface Albedo,Pressure,Precipitable Water,Wind Direction,Wind Speed,Global Horizontal UV Irradiance (280-400nm),Global Horizontal UV Irradiance (295-385nm) +2014,1,1,0,30,6.300000000000001,1.37,0.043000000000000003,0.62,0,0,0,0,0,0.1,0,0,0,0,0.28800000000000003,64.44,97.47,0.92,0.18,948,0.8,150,2.5,0.0000,0.0000 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