Index

A

act() (emflow.models.agent.Agent method) actuals (emflow.envs.forecast.SettlementRecord attribute) actuals_between() (emflow.data.feed.DataFeed method) add() (emflow.data.dataset.Dataset method) add_child() (emflow.assets.base.Asset method) (emflow.assets.base.Collection method) (emflow.assets.base.Sensor method) (emflow.assets.battery.Battery method) (emflow.assets.energycollection.EnergyCommunity method) (emflow.assets.energycollection.Portfolio method) (emflow.assets.energycollection.Site method) (emflow.assets.heatpump.HeatPump method) (emflow.assets.hydro.HydroPowerPlant method) (emflow.assets.hydro.HydroTurbine method) (emflow.assets.hydro.Reservoir method) (emflow.assets.powergrid.BiddingZone method) (emflow.assets.powergrid.ControlArea method) (emflow.assets.powergrid.GridNode method) (emflow.assets.powergrid.SynchronousArea method) (emflow.assets.solar.PVArray method) (emflow.assets.solar.PVSystem method) (emflow.assets.solar.SolarPowerArea method) (emflow.assets.wind.WindFarm method) (emflow.assets.wind.WindPowerArea method) (emflow.assets.wind.WindTurbine method)

Agent (class in emflow.models.agent) agg (emflow.features.spec.Rolling attribute) aggregate (emflow.problems.metrics.Metric attribute) (emflow.problems.metrics.TradingRevenue attribute) (emflow.problems.objective.MeanAbsoluteError attribute) (emflow.problems.objective.MeanAbsolutePercentageError attribute) (emflow.problems.objective.MeanSquaredError attribute) (emflow.problems.objective.Metric attribute) (emflow.problems.objective.PeakTimingError attribute) (emflow.problems.objective.PinballLoss attribute) (emflow.problems.objective.RootMeanSquaredError attribute) (emflow.run.result.Result attribute) albedo (emflow.assets.solar.PVSystem attribute) analysis (emflow.run.result.Result attribute) Analyzer (class in emflow.run.analyzers) annual_output (emflow.assets.hydro.HydroPowerPlant attribute) area (emflow.assets.wind.WindPowerArea attribute) asof (emflow.problems.schedule.Origin attribute) Asset (class in emflow.assets.base) availability_lag (emflow.data.field.Field attribute) average_depth (emflow.assets.hydro.Reservoir attribute) axis_azimuth (emflow.assets.solar.SingleAxisTrackerMount attribute) axis_tilt (emflow.assets.solar.SingleAxisTrackerMount attribute)

B

backtrack (emflow.assets.solar.SingleAxisTrackerMount attribute) Battery (class in emflow.assets.battery)

BiddingZone (class in emflow.assets.powergrid) bind() (emflow.models.predictor.Predictor method)

C

cache_problem_data() (in module emflow.problems.registry) calculate() (emflow.problems.metrics.MeanSquaredError method) (emflow.problems.metrics.Metric method) (emflow.problems.objective.MeanAbsoluteError method) (emflow.problems.objective.MeanAbsolutePercentageError method) (emflow.problems.objective.MeanSquaredError method) (emflow.problems.objective.Metric method) (emflow.problems.objective.Objective method) (emflow.problems.objective.PeakTimingError method) (emflow.problems.objective.PinballLoss method) (emflow.problems.objective.RootMeanSquaredError method) Calendar (class in emflow.features.spec) capacity (emflow.assets.heatpump.HeatPump attribute) (emflow.assets.hydro.HydroPowerPlant attribute) (emflow.assets.hydro.HydroTurbine attribute) (emflow.assets.hydro.Reservoir attribute) (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) (emflow.assets.solar.SolarPowerArea attribute) (emflow.assets.wind.WindFarm attribute) (emflow.assets.wind.WindPowerArea attribute) (emflow.assets.wind.WindTurbine attribute) carrier (emflow.assets.powergrid.GridNode attribute) centroid (emflow.assets.base.Asset property) (emflow.assets.base.Collection property) (emflow.assets.base.Sensor property) (emflow.assets.battery.Battery property) (emflow.assets.energycollection.EnergyCommunity property) (emflow.assets.energycollection.Portfolio property) (emflow.assets.energycollection.Site property) (emflow.assets.heatpump.HeatPump property) (emflow.assets.hydro.HydroPowerPlant property) (emflow.assets.hydro.HydroTurbine property) (emflow.assets.hydro.Reservoir property) (emflow.assets.powergrid.BiddingZone property) (emflow.assets.powergrid.ControlArea property) (emflow.assets.powergrid.GridNode property) (emflow.assets.powergrid.SynchronousArea property) (emflow.assets.solar.PVArray property) (emflow.assets.solar.PVSystem property) (emflow.assets.solar.SolarPowerArea property) (emflow.assets.wind.WindFarm property) (emflow.assets.wind.WindPowerArea property) (emflow.assets.wind.WindTurbine property) charge_efficiency (emflow.assets.battery.Battery attribute) children() (emflow.assets.base.Asset method) (emflow.assets.base.Collection method) (emflow.assets.base.Sensor method) (emflow.assets.battery.Battery method) (emflow.assets.energycollection.EnergyCommunity method) (emflow.assets.energycollection.Portfolio method) (emflow.assets.energycollection.Site method) (emflow.assets.heatpump.HeatPump method) (emflow.assets.hydro.HydroPowerPlant method) (emflow.assets.hydro.HydroTurbine method) (emflow.assets.hydro.Reservoir method) (emflow.assets.powergrid.BiddingZone method) (emflow.assets.powergrid.ControlArea method) (emflow.assets.powergrid.GridNode method) (emflow.assets.powergrid.SynchronousArea method) (emflow.assets.solar.PVArray method) (emflow.assets.solar.PVSystem method) (emflow.assets.solar.SolarPowerArea method) (emflow.assets.wind.WindFarm method) (emflow.assets.wind.WindPowerArea method) (emflow.assets.wind.WindTurbine method)

Collection (class in emflow.assets.base) collection (emflow.data.dataset.Dataset attribute) column (emflow.features.spec.Lag attribute) (emflow.features.spec.Rolling attribute) (emflow.problems.schedule.Origin attribute) columns (emflow.assets.base.TimeSeries property) (emflow.features.spec.ForecastField attribute) commissioning_date (emflow.assets.base.Asset attribute) (emflow.assets.base.Sensor attribute) (emflow.assets.battery.Battery attribute) (emflow.assets.heatpump.HeatPump attribute) (emflow.assets.hydro.HydroPowerPlant attribute) (emflow.assets.hydro.HydroTurbine attribute) (emflow.assets.hydro.Reservoir attribute) (emflow.assets.powergrid.GridNode attribute) (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) (emflow.assets.solar.SolarPowerArea attribute) (emflow.assets.wind.WindFarm attribute) (emflow.assets.wind.WindPowerArea attribute) (emflow.assets.wind.WindTurbine attribute) contains() (emflow.spaces.dataframe.DataFrameSpace method) ControlArea (class in emflow.assets.powergrid) convert_unit() (emflow.assets.base.TimeSeries method) cop (emflow.assets.heatpump.HeatPump attribute) copy() (emflow.models.predictor.Predictor method) coverage_bar() (emflow.assets.base.TimeSeries method) cross_axis_tilt (emflow.assets.solar.SingleAxisTrackerMount attribute)

D

daily() (emflow.problems.schedule.IssueSchedule class method) data (emflow.data.dataset.Dataset property) DataFeed (class in emflow.data.feed) DataFrameSpace (class in emflow.spaces.dataframe) Dataset (class in emflow.data.dataset) dataset (emflow.problems.problem.Problem attribute)

default_analyzers() (in module emflow.run.analyzers) description (emflow.data.dataset.Dataset attribute) (emflow.data.field.Field attribute) (emflow.problems.problem.Problem attribute) df (emflow.assets.base.TimeSeries property) discharge_efficiency (emflow.assets.battery.Battery attribute)

E

efficiency (emflow.assets.hydro.HydroTurbine attribute) (emflow.assets.solar.PVArray attribute) elementwise() (emflow.problems.metrics.MeanAbsoluteError method) (emflow.problems.metrics.MeanAbsolutePercentageError method) (emflow.problems.metrics.MeanSquaredError method) (emflow.problems.metrics.Metric method) (emflow.problems.metrics.PeakTimingError method) (emflow.problems.metrics.PinballLoss method) (emflow.problems.metrics.TradingRevenue method) (emflow.problems.objective.MeanAbsoluteError method) (emflow.problems.objective.MeanAbsolutePercentageError method) (emflow.problems.objective.MeanSquaredError method) (emflow.problems.objective.Metric method) (emflow.problems.objective.Objective method) (emflow.problems.objective.PeakTimingError method) (emflow.problems.objective.PinballLoss method) (emflow.problems.objective.RootMeanSquaredError method) emflow.assets.base module emflow.assets.battery module emflow.assets.energycollection module emflow.assets.heatpump module emflow.assets.hydro module emflow.assets.powergrid module emflow.assets.solar module emflow.assets.wind module emflow.data.dataset module emflow.data.feed module emflow.data.field module emflow.envs.forecast module emflow.envs.trading module emflow.features.materialize module emflow.features.spec module emflow.models.agent module emflow.models.model module emflow.models.optimizer module

emflow.models.predictor module emflow.models.simulator module emflow.problems.metrics module emflow.problems.objective module emflow.problems.problem module emflow.problems.registry module emflow.problems.schedule module emflow.run.analyzers module emflow.run.experiment module emflow.run.result module emflow.run.verifier module emflow.spaces.dataframe module end (emflow.data.field.Field property) energy_source (emflow.assets.heatpump.HeatPump attribute) EnergyCommunity (class in emflow.assets.energycollection) env() (emflow.problems.problem.Problem method) environmental_impact (emflow.assets.hydro.HydroPowerPlant attribute) Experiment (class in emflow.run.experiment) explicit() (emflow.problems.schedule.IssueSchedule class method) extra (emflow.assets.base.Asset attribute) (emflow.assets.base.Collection attribute) (emflow.assets.base.Sensor attribute) (emflow.assets.battery.Battery attribute) (emflow.assets.energycollection.EnergyCommunity attribute) (emflow.assets.energycollection.Portfolio attribute) (emflow.assets.energycollection.Site attribute) (emflow.assets.heatpump.HeatPump attribute) (emflow.assets.hydro.HydroPowerPlant attribute) (emflow.assets.hydro.HydroTurbine attribute) (emflow.assets.hydro.Reservoir attribute) (emflow.assets.powergrid.BiddingZone attribute) (emflow.assets.powergrid.ControlArea attribute) (emflow.assets.powergrid.GridNode attribute) (emflow.assets.powergrid.SynchronousArea attribute) (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) (emflow.assets.solar.SolarPowerArea attribute) (emflow.assets.wind.WindFarm attribute) (emflow.assets.wind.WindPowerArea attribute) (emflow.assets.wind.WindTurbine attribute)

F

farm_efficiency (emflow.assets.wind.WindFarm attribute) (emflow.assets.wind.WindPowerArea attribute) FeaturePredictor (class in emflow.models.predictor) features (emflow.models.predictor.FeaturePredictor attribute) Field (class in emflow.data.field) field (emflow.features.spec.ForecastField attribute) (emflow.features.spec.Lag attribute) (emflow.features.spec.Rolling attribute) field() (emflow.data.dataset.Dataset method) fields (emflow.data.dataset.Dataset attribute) (emflow.data.feed.TimeView property) finalize() (emflow.run.analyzers.Analyzer method) (emflow.run.analyzers.PersistenceSkill method) (emflow.run.analyzers.QuantileCalibration method) fit() (emflow.models.predictor.Predictor method) FixedMount (class in emflow.assets.solar) forecast() (emflow.data.field.Field class method) ForecastEnv (class in emflow.envs.forecast) ForecastField (class in emflow.features.spec) forecasts() (emflow.data.feed.DataFeed method) (emflow.data.feed.TimeView method) frame (emflow.data.field.Field attribute) from_json() (emflow.assets.base.Asset class method) (emflow.assets.base.Collection class method) (emflow.assets.base.Sensor class method) (emflow.assets.battery.Battery class method) (emflow.assets.energycollection.EnergyCommunity class method) (emflow.assets.energycollection.Portfolio class method) (emflow.assets.energycollection.Site class method) (emflow.assets.heatpump.HeatPump class method) (emflow.assets.hydro.HydroPowerPlant class method) (emflow.assets.hydro.HydroTurbine class method) (emflow.assets.hydro.Reservoir class method) (emflow.assets.powergrid.BiddingZone class method) (emflow.assets.powergrid.ControlArea class method) (emflow.assets.powergrid.GridNode class method) (emflow.assets.powergrid.SynchronousArea class method) (emflow.assets.solar.PVArray class method) (emflow.assets.solar.PVSystem class method) (emflow.assets.solar.SolarPowerArea class method) (emflow.assets.wind.WindFarm class method) (emflow.assets.wind.WindPowerArea class method) (emflow.assets.wind.WindTurbine class method)

from_list() (emflow.assets.base.TimeSeries class method) from_manifest() (emflow.data.dataset.Dataset class method) from_numpy() (emflow.assets.base.TimeSeries class method) from_pandas() (emflow.assets.base.TimeSeries class method) from_polars() (emflow.assets.base.TimeSeries class method) from_pyarrow() (emflow.assets.base.TimeSeries class method)

G

gcr (emflow.assets.solar.SingleAxisTrackerMount attribute) geojson (emflow.assets.solar.SolarPowerArea property) geometry (emflow.assets.base.Asset attribute) (emflow.assets.base.Collection attribute) (emflow.assets.base.Sensor attribute) (emflow.assets.battery.Battery attribute) (emflow.assets.energycollection.EnergyCommunity attribute) (emflow.assets.energycollection.Portfolio attribute) (emflow.assets.energycollection.Site attribute) (emflow.assets.heatpump.HeatPump attribute) (emflow.assets.hydro.HydroPowerPlant attribute) (emflow.assets.hydro.HydroTurbine attribute) (emflow.assets.hydro.Reservoir attribute) (emflow.assets.powergrid.BiddingZone attribute) (emflow.assets.powergrid.ControlArea attribute) (emflow.assets.powergrid.GridNode attribute) (emflow.assets.powergrid.SynchronousArea attribute) (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) (emflow.assets.solar.SolarPowerArea attribute) (emflow.assets.wind.WindFarm attribute) (emflow.assets.wind.WindPowerArea attribute) (emflow.assets.wind.WindTurbine attribute)

geometry_to_geojson() (emflow.assets.base.Asset method) (emflow.assets.base.Collection method) (emflow.assets.base.Sensor method) (emflow.assets.battery.Battery method) (emflow.assets.energycollection.EnergyCommunity method) (emflow.assets.energycollection.Portfolio method) (emflow.assets.energycollection.Site method) (emflow.assets.heatpump.HeatPump method) (emflow.assets.hydro.HydroPowerPlant method) (emflow.assets.hydro.HydroTurbine method) (emflow.assets.hydro.Reservoir method) (emflow.assets.powergrid.BiddingZone method) (emflow.assets.powergrid.ControlArea method) (emflow.assets.powergrid.GridNode method) (emflow.assets.powergrid.SynchronousArea method) (emflow.assets.solar.PVArray method) (emflow.assets.solar.PVSystem method) (emflow.assets.solar.SolarPowerArea method) (emflow.assets.wind.WindFarm method) (emflow.assets.wind.WindPowerArea method) (emflow.assets.wind.WindTurbine method) GridNode (class in emflow.assets.powergrid)

H

has_df (emflow.assets.base.TimeSeries property) has_missing (emflow.assets.base.TimeSeries property) head() (emflow.assets.base.TimeSeries method) HeatPump (class in emflow.assets.heatpump) height (emflow.assets.base.Sensor attribute) history() (emflow.data.feed.DataFeed method) (emflow.data.feed.TimeView method)

holdout (emflow.problems.problem.Splits attribute) hourly() (emflow.problems.schedule.IssueSchedule class method) hub_height (emflow.assets.wind.WindTurbine attribute) HydroPowerPlant (class in emflow.assets.hydro) HydroTurbine (class in emflow.assets.hydro)

I

id (emflow.assets.base.Asset attribute) (emflow.assets.base.Collection attribute) (emflow.assets.base.Sensor attribute) (emflow.assets.battery.Battery attribute) (emflow.assets.energycollection.EnergyCommunity attribute) (emflow.assets.energycollection.Portfolio attribute) (emflow.assets.energycollection.Site attribute) (emflow.assets.heatpump.HeatPump attribute) (emflow.assets.hydro.HydroPowerPlant attribute) (emflow.assets.hydro.HydroTurbine attribute) (emflow.assets.hydro.Reservoir attribute) (emflow.assets.powergrid.BiddingZone attribute) (emflow.assets.powergrid.ControlArea attribute) (emflow.assets.powergrid.GridNode attribute) (emflow.assets.powergrid.SynchronousArea attribute) (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) (emflow.assets.solar.SolarPowerArea attribute) (emflow.assets.wind.WindFarm attribute) (emflow.assets.wind.WindPowerArea attribute) (emflow.assets.wind.WindTurbine attribute) index() (emflow.assets.base.Asset method) (emflow.assets.base.Collection method) (emflow.assets.base.Sensor method) (emflow.assets.battery.Battery method) (emflow.assets.energycollection.EnergyCommunity method) (emflow.assets.energycollection.Portfolio method) (emflow.assets.energycollection.Site method) (emflow.assets.heatpump.HeatPump method) (emflow.assets.hydro.HydroPowerPlant method) (emflow.assets.hydro.HydroTurbine method) (emflow.assets.hydro.Reservoir method) (emflow.assets.powergrid.BiddingZone method) (emflow.assets.powergrid.ControlArea method) (emflow.assets.powergrid.GridNode method) (emflow.assets.powergrid.SynchronousArea method) (emflow.assets.solar.PVArray method) (emflow.assets.solar.PVSystem method) (emflow.assets.solar.SolarPowerArea method) (emflow.assets.wind.WindFarm method) (emflow.assets.wind.WindPowerArea method) (emflow.assets.wind.WindTurbine method)

interp (emflow.features.spec.ForecastField attribute) inverter_parameters (emflow.assets.solar.PVSystem attribute) is_better() (emflow.problems.objective.Objective method) IssueSchedule (class in emflow.problems.schedule)

K

kind (emflow.data.field.Field attribute)

knowledge_col (emflow.data.field.Field attribute)

L

Lag (class in emflow.features.spec) lags (emflow.features.spec.Lag attribute) lat (emflow.assets.base.Asset attribute) (emflow.assets.base.Collection attribute) (emflow.assets.base.Sensor attribute) (emflow.assets.battery.Battery attribute) (emflow.assets.energycollection.EnergyCommunity attribute) (emflow.assets.energycollection.Portfolio attribute) (emflow.assets.energycollection.Site attribute) (emflow.assets.heatpump.HeatPump attribute) (emflow.assets.hydro.HydroPowerPlant attribute) (emflow.assets.hydro.HydroTurbine attribute) (emflow.assets.hydro.Reservoir attribute) (emflow.assets.powergrid.BiddingZone attribute) (emflow.assets.powergrid.ControlArea attribute) (emflow.assets.powergrid.GridNode attribute) (emflow.assets.powergrid.SynchronousArea attribute) (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) (emflow.assets.solar.SolarPowerArea attribute) (emflow.assets.wind.WindFarm attribute) (emflow.assets.wind.WindPowerArea attribute) (emflow.assets.wind.WindTurbine attribute) latitude (emflow.assets.base.Asset property) (emflow.assets.base.Collection property) (emflow.assets.base.Sensor property) (emflow.assets.battery.Battery property) (emflow.assets.energycollection.EnergyCommunity property) (emflow.assets.energycollection.Portfolio property) (emflow.assets.energycollection.Site property) (emflow.assets.heatpump.HeatPump property) (emflow.assets.hydro.HydroPowerPlant property) (emflow.assets.hydro.HydroTurbine property) (emflow.assets.hydro.Reservoir property) (emflow.assets.powergrid.BiddingZone property) (emflow.assets.powergrid.ControlArea property) (emflow.assets.powergrid.GridNode property) (emflow.assets.powergrid.SynchronousArea property) (emflow.assets.solar.PVArray property) (emflow.assets.solar.PVSystem property) (emflow.assets.solar.SolarPowerArea property) (emflow.assets.wind.WindFarm property) (emflow.assets.wind.WindPowerArea property) (emflow.assets.wind.WindTurbine property) learn() (emflow.models.agent.Agent method) list_data (emflow.data.dataset.Dataset property)

list_problems() (in module emflow.problems.registry) load_dataset() (emflow.problems.problem.Problem method) load_problem() (in module emflow.problems.registry) lon (emflow.assets.base.Asset attribute) (emflow.assets.base.Collection attribute) (emflow.assets.base.Sensor attribute) (emflow.assets.battery.Battery attribute) (emflow.assets.energycollection.EnergyCommunity attribute) (emflow.assets.energycollection.Portfolio attribute) (emflow.assets.energycollection.Site attribute) (emflow.assets.heatpump.HeatPump attribute) (emflow.assets.hydro.HydroPowerPlant attribute) (emflow.assets.hydro.HydroTurbine attribute) (emflow.assets.hydro.Reservoir attribute) (emflow.assets.powergrid.BiddingZone attribute) (emflow.assets.powergrid.ControlArea attribute) (emflow.assets.powergrid.GridNode attribute) (emflow.assets.powergrid.SynchronousArea attribute) (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) (emflow.assets.solar.SolarPowerArea attribute) (emflow.assets.wind.WindFarm attribute) (emflow.assets.wind.WindPowerArea attribute) (emflow.assets.wind.WindTurbine attribute) longitude (emflow.assets.base.Asset property) (emflow.assets.base.Collection property) (emflow.assets.base.Sensor property) (emflow.assets.battery.Battery property) (emflow.assets.energycollection.EnergyCommunity property) (emflow.assets.energycollection.Portfolio property) (emflow.assets.energycollection.Site property) (emflow.assets.heatpump.HeatPump property) (emflow.assets.hydro.HydroPowerPlant property) (emflow.assets.hydro.HydroTurbine property) (emflow.assets.hydro.Reservoir property) (emflow.assets.powergrid.BiddingZone property) (emflow.assets.powergrid.ControlArea property) (emflow.assets.powergrid.GridNode property) (emflow.assets.powergrid.SynchronousArea property) (emflow.assets.solar.PVArray property) (emflow.assets.solar.PVSystem property) (emflow.assets.solar.SolarPowerArea property) (emflow.assets.wind.WindFarm property) (emflow.assets.wind.WindPowerArea property) (emflow.assets.wind.WindTurbine property) lower_is_better (emflow.problems.objective.Objective attribute) (emflow.run.result.Result attribute)

M

maintenance_schedule (emflow.assets.hydro.HydroPowerPlant attribute) make_env (emflow.problems.problem.Problem attribute) materialize() (in module emflow.features.materialize) materialize_observation() (in module emflow.features.materialize) max_angle (emflow.assets.solar.SingleAxisTrackerMount attribute) max_charge (emflow.assets.battery.Battery attribute) max_discharge (emflow.assets.battery.Battery attribute) MeanAbsoluteError (class in emflow.problems.metrics) (class in emflow.problems.objective) MeanAbsolutePercentageError (class in emflow.problems.metrics) (class in emflow.problems.objective) MeanSquaredError (class in emflow.problems.metrics) (class in emflow.problems.objective) members (emflow.assets.base.Collection attribute) (emflow.assets.base.Sensor attribute) (emflow.assets.battery.Battery attribute) (emflow.assets.energycollection.EnergyCommunity attribute) (emflow.assets.energycollection.Portfolio attribute) (emflow.assets.energycollection.Site attribute) (emflow.assets.heatpump.HeatPump attribute) (emflow.assets.hydro.HydroPowerPlant attribute) (emflow.assets.hydro.HydroTurbine attribute) (emflow.assets.hydro.Reservoir attribute) (emflow.assets.powergrid.BiddingZone attribute) (emflow.assets.powergrid.ControlArea attribute) (emflow.assets.powergrid.GridNode attribute) (emflow.assets.powergrid.SynchronousArea attribute) (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) (emflow.assets.solar.SolarPowerArea attribute) (emflow.assets.wind.WindFarm attribute) (emflow.assets.wind.WindPowerArea attribute) (emflow.assets.wind.WindTurbine attribute) metadata (emflow.envs.forecast.ForecastEnv attribute) metadata_dict() (emflow.assets.base.TimeSeries method) Metric (class in emflow.problems.metrics) (class in emflow.problems.objective) metric (emflow.problems.objective.Objective attribute) min_soc (emflow.assets.battery.Battery attribute)

mode (emflow.run.result.Result attribute) Model (class in emflow.models.model) model (emflow.run.result.Result attribute) module emflow.assets.base emflow.assets.battery emflow.assets.energycollection emflow.assets.heatpump emflow.assets.hydro emflow.assets.powergrid emflow.assets.solar emflow.assets.wind emflow.data.dataset emflow.data.feed emflow.data.field emflow.envs.forecast emflow.envs.trading emflow.features.materialize emflow.features.spec emflow.models.agent emflow.models.model emflow.models.optimizer emflow.models.predictor emflow.models.simulator emflow.problems.metrics emflow.problems.objective emflow.problems.problem emflow.problems.registry emflow.problems.schedule emflow.run.analyzers emflow.run.experiment emflow.run.result emflow.run.verifier emflow.spaces.dataframe module (emflow.assets.solar.PVArray attribute) module_height (emflow.assets.solar.SingleAxisTrackerMount attribute) module_parameters (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) module_type (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute)

N

n_origins (emflow.run.result.Result property) n_scored (emflow.run.result.Result property) name (emflow.assets.base.Asset attribute) (emflow.assets.base.Collection attribute) (emflow.assets.base.Sensor attribute) (emflow.assets.battery.Battery attribute) (emflow.assets.energycollection.EnergyCommunity attribute) (emflow.assets.energycollection.Portfolio attribute) (emflow.assets.energycollection.Site attribute) (emflow.assets.heatpump.HeatPump attribute) (emflow.assets.hydro.HydroPowerPlant attribute) (emflow.assets.hydro.HydroTurbine attribute) (emflow.assets.hydro.Reservoir attribute) (emflow.assets.powergrid.BiddingZone attribute) (emflow.assets.powergrid.ControlArea attribute) (emflow.assets.powergrid.GridNode attribute) (emflow.assets.powergrid.SynchronousArea attribute) (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) (emflow.assets.solar.SolarPowerArea attribute) (emflow.assets.wind.WindFarm attribute) (emflow.assets.wind.WindPowerArea attribute) (emflow.assets.wind.WindTurbine attribute) (emflow.data.dataset.Dataset attribute) (emflow.data.field.Field attribute) (emflow.problems.metrics.MeanSquaredError property) (emflow.problems.metrics.Metric property) (emflow.problems.objective.MeanAbsoluteError property) (emflow.problems.objective.MeanAbsolutePercentageError property) (emflow.problems.objective.MeanSquaredError property) (emflow.problems.objective.Metric property) (emflow.problems.objective.Objective property) (emflow.problems.objective.PeakTimingError property) (emflow.problems.objective.PinballLoss property) (emflow.problems.objective.RootMeanSquaredError property) (emflow.problems.problem.Problem attribute) (emflow.run.analyzers.Analyzer property)

names() (emflow.features.spec.Calendar method) (emflow.features.spec.ForecastField method) (emflow.features.spec.Lag method) (emflow.features.spec.Rolling method) nominal_frequency (emflow.assets.powergrid.SynchronousArea attribute) num_rows (emflow.assets.base.TimeSeries property)

O

Objective (class in emflow.problems.objective) objective (emflow.problems.problem.Problem attribute) (emflow.run.result.Result attribute) Observation (class in emflow.envs.forecast) on_settlement() (emflow.run.analyzers.Analyzer method) (emflow.run.analyzers.PersistenceSkill method) (emflow.run.analyzers.QuantileCalibration method)

optimize() (emflow.models.optimizer.Optimizer method) Optimizer (class in emflow.models.optimizer) Origin (class in emflow.problems.schedule) origin (emflow.envs.forecast.SettlementRecord attribute) origins() (emflow.problems.problem.Problem method) (emflow.problems.schedule.IssueSchedule method) output_kind (emflow.models.predictor.Predictor attribute)

P

parts (emflow.features.spec.Calendar attribute) PeakTimingError (class in emflow.problems.metrics) (class in emflow.problems.objective) period() (emflow.problems.problem.Splits method) PersistenceSkill (class in emflow.run.analyzers) PinballLoss (class in emflow.problems.metrics) (class in emflow.problems.objective) Portfolio (class in emflow.assets.energycollection) power_coefficient_curve (emflow.assets.wind.WindTurbine attribute) power_curve (emflow.assets.wind.WindTurbine attribute)

predict() (emflow.models.predictor.FeaturePredictor method) (emflow.models.predictor.Predictor method) predict_tabular() (emflow.models.predictor.FeaturePredictor method) prediction (emflow.envs.forecast.SettlementRecord attribute) predictions (emflow.run.result.Result attribute) Predictor (class in emflow.models.predictor) Problem (class in emflow.problems.problem) problem (emflow.run.result.Result attribute) ProblemNotIngestedError PVArray (class in emflow.assets.solar) PVSystem (class in emflow.assets.solar)

Q

quantile_columns() (in module emflow.problems.metrics)

QuantileCalibration (class in emflow.run.analyzers) quantiles (emflow.models.predictor.Predictor attribute)

R

racking_model (emflow.assets.solar.PVSystem attribute) (emflow.assets.solar.SingleAxisTrackerMount attribute) rank (emflow.problems.problem.RefScore attribute) rank_against() (emflow.run.result.Result method) rank_of() (emflow.problems.problem.Problem method) reference_scores (emflow.problems.problem.Problem attribute) RefScore (class in emflow.problems.problem) Reservoir (class in emflow.assets.hydro) reservoir_capacity (emflow.assets.hydro.HydroPowerPlant attribute)

reset() (emflow.envs.forecast.ForecastEnv method) (emflow.models.simulator.Simulator method) Result (class in emflow.run.result) revenue() (emflow.problems.metrics.TradingRevenue method) river (emflow.assets.hydro.HydroPowerPlant attribute) Rolling (class in emflow.features.spec) RootMeanSquaredError (class in emflow.problems.metrics) (class in emflow.problems.objective) rotor_diameter (emflow.assets.wind.WindTurbine attribute) run() (emflow.run.experiment.Experiment method)

S

sample() (emflow.spaces.dataframe.DataFrameSpace method) schedule (emflow.problems.problem.Problem attribute) score (emflow.envs.forecast.SettlementRecord attribute) (emflow.problems.problem.RefScore attribute) (emflow.run.result.Result property) Sensor (class in emflow.assets.base) settled_by_env (emflow.problems.metrics.TradingRevenue attribute) settlement_lag (emflow.data.field.Field property) SettlementRecord (class in emflow.envs.forecast) settlements (emflow.run.result.Result attribute) setup() (emflow.run.analyzers.Analyzer method) (emflow.run.analyzers.PersistenceSkill method) shape (emflow.assets.base.TimeSeries property) Simulator (class in emflow.models.simulator) single() (emflow.problems.schedule.IssueSchedule class method) SingleAxisTrackerMount (class in emflow.assets.solar) Site (class in emflow.assets.energycollection) SolarPowerArea (class in emflow.assets.solar) split (emflow.run.result.Result attribute) Splits (class in emflow.problems.problem) splits (emflow.problems.problem.Problem attribute)

start (emflow.data.field.Field property) static() (emflow.data.feed.DataFeed method) (emflow.data.feed.TimeView method) (emflow.data.field.Field class method) stats() (emflow.run.result.Result method) step() (emflow.envs.forecast.ForecastEnv method) (emflow.models.simulator.Simulator method) storage_capacity (emflow.assets.battery.Battery attribute) supervised_frame() (in module emflow.features.materialize) supports_batch (emflow.models.predictor.FeaturePredictor attribute) (emflow.models.predictor.Predictor attribute) surface_area (emflow.assets.hydro.Reservoir attribute) (emflow.assets.solar.PVArray attribute) surface_azimuth (emflow.assets.solar.FixedMount attribute) (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) surface_tilt (emflow.assets.solar.FixedMount attribute) (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) surface_type (emflow.assets.solar.PVSystem attribute) SynchronousArea (class in emflow.assets.powergrid)

T

tail() (emflow.assets.base.TimeSeries method) target_end (emflow.problems.schedule.Origin property) target_index (emflow.problems.schedule.Origin attribute) target_start (emflow.problems.schedule.Origin property) team (emflow.problems.problem.RefScore attribute) temperature_model_parameters (emflow.assets.solar.PVArray attribute) TimeSeries (class in emflow.assets.base) timeseries (emflow.assets.base.Asset attribute) (emflow.assets.base.Collection attribute) (emflow.assets.base.Sensor attribute) (emflow.assets.battery.Battery attribute) (emflow.assets.energycollection.EnergyCommunity attribute) (emflow.assets.energycollection.Portfolio attribute) (emflow.assets.energycollection.Site attribute) (emflow.assets.heatpump.HeatPump attribute) (emflow.assets.hydro.HydroPowerPlant attribute) (emflow.assets.hydro.HydroTurbine attribute) (emflow.assets.hydro.Reservoir attribute) (emflow.assets.powergrid.BiddingZone attribute) (emflow.assets.powergrid.ControlArea attribute) (emflow.assets.powergrid.GridNode attribute) (emflow.assets.powergrid.SynchronousArea attribute) (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) (emflow.assets.solar.SolarPowerArea attribute) (emflow.assets.wind.WindFarm attribute) (emflow.assets.wind.WindPowerArea attribute) (emflow.assets.wind.WindTurbine attribute) TimeView (class in emflow.data.feed) to_dataframe() (emflow.assets.base.Asset method) (emflow.assets.base.Collection method) (emflow.assets.base.Sensor method) (emflow.assets.battery.Battery method) (emflow.assets.energycollection.EnergyCommunity method) (emflow.assets.energycollection.Portfolio method) (emflow.assets.energycollection.Site method) (emflow.assets.heatpump.HeatPump method) (emflow.assets.hydro.HydroPowerPlant method) (emflow.assets.hydro.HydroTurbine method) (emflow.assets.hydro.Reservoir method) (emflow.assets.powergrid.BiddingZone method) (emflow.assets.powergrid.ControlArea method) (emflow.assets.powergrid.GridNode method) (emflow.assets.powergrid.SynchronousArea method) (emflow.assets.solar.PVArray method) (emflow.assets.solar.PVSystem method) (emflow.assets.solar.SolarPowerArea method) (emflow.assets.wind.WindFarm method) (emflow.assets.wind.WindPowerArea method) (emflow.assets.wind.WindTurbine method) to_geojson() (emflow.assets.base.Asset method) (emflow.assets.base.Collection method) (emflow.assets.base.Sensor method) (emflow.assets.battery.Battery method) (emflow.assets.energycollection.EnergyCommunity method) (emflow.assets.energycollection.Portfolio method) (emflow.assets.energycollection.Site method) (emflow.assets.heatpump.HeatPump method) (emflow.assets.hydro.HydroPowerPlant method) (emflow.assets.hydro.HydroTurbine method) (emflow.assets.hydro.Reservoir method) (emflow.assets.powergrid.BiddingZone method) (emflow.assets.powergrid.ControlArea method) (emflow.assets.powergrid.GridNode method) (emflow.assets.powergrid.SynchronousArea method) (emflow.assets.solar.PVArray method) (emflow.assets.solar.PVSystem method) (emflow.assets.solar.SolarPowerArea method) (emflow.assets.wind.WindFarm method) (emflow.assets.wind.WindPowerArea method) (emflow.assets.wind.WindTurbine method) to_json() (emflow.assets.base.Asset method) (emflow.assets.base.Collection method) (emflow.assets.base.Sensor method) (emflow.assets.battery.Battery method) (emflow.assets.energycollection.EnergyCommunity method) (emflow.assets.energycollection.Portfolio method) (emflow.assets.energycollection.Site method) (emflow.assets.heatpump.HeatPump method) (emflow.assets.hydro.HydroPowerPlant method) (emflow.assets.hydro.HydroTurbine method) (emflow.assets.hydro.Reservoir method) (emflow.assets.powergrid.BiddingZone method) (emflow.assets.powergrid.ControlArea method) (emflow.assets.powergrid.GridNode method) (emflow.assets.powergrid.SynchronousArea method) (emflow.assets.solar.PVArray method) (emflow.assets.solar.PVSystem method) (emflow.assets.solar.SolarPowerArea method) (emflow.assets.wind.WindFarm method) (emflow.assets.wind.WindPowerArea method) (emflow.assets.wind.WindTurbine method)

to_leaderboard_row() (emflow.run.result.Result method) to_list() (emflow.assets.base.TimeSeries method) to_numpy() (emflow.assets.base.TimeSeries method) to_pandas() (emflow.assets.base.TimeSeries method) to_polars() (emflow.assets.base.TimeSeries method) to_properties() (emflow.assets.base.Asset method) (emflow.assets.base.Collection method) (emflow.assets.base.Sensor method) (emflow.assets.battery.Battery method) (emflow.assets.energycollection.EnergyCommunity method) (emflow.assets.energycollection.Portfolio method) (emflow.assets.energycollection.Site method) (emflow.assets.heatpump.HeatPump method) (emflow.assets.hydro.HydroPowerPlant method) (emflow.assets.hydro.HydroTurbine method) (emflow.assets.hydro.Reservoir method) (emflow.assets.powergrid.BiddingZone method) (emflow.assets.powergrid.ControlArea method) (emflow.assets.powergrid.GridNode method) (emflow.assets.powergrid.SynchronousArea method) (emflow.assets.solar.PVArray method) (emflow.assets.solar.PVSystem method) (emflow.assets.solar.SolarPowerArea method) (emflow.assets.wind.WindFarm method) (emflow.assets.wind.WindPowerArea method) (emflow.assets.wind.WindTurbine method) to_pvlib() (emflow.assets.solar.PVSystem method) to_pyarrow() (emflow.assets.base.TimeSeries method) to_tree() (emflow.assets.base.Asset method) (emflow.assets.base.Collection method) (emflow.assets.base.Sensor method) (emflow.assets.battery.Battery method) (emflow.assets.energycollection.EnergyCommunity method) (emflow.assets.energycollection.Portfolio method) (emflow.assets.energycollection.Site method) (emflow.assets.heatpump.HeatPump method) (emflow.assets.hydro.HydroPowerPlant method) (emflow.assets.hydro.HydroTurbine method) (emflow.assets.hydro.Reservoir method) (emflow.assets.powergrid.BiddingZone method) (emflow.assets.powergrid.ControlArea method) (emflow.assets.powergrid.GridNode method) (emflow.assets.powergrid.SynchronousArea method) (emflow.assets.solar.PVArray method) (emflow.assets.solar.PVSystem method) (emflow.assets.solar.SolarPowerArea method) (emflow.assets.wind.WindFarm method) (emflow.assets.wind.WindPowerArea method) (emflow.assets.wind.WindTurbine method) TradingEnv (class in emflow.envs.trading) TradingRevenue (class in emflow.problems.metrics) train_end (emflow.problems.problem.Splits attribute) turbine_model (emflow.assets.wind.WindTurbine attribute) turbine_type (emflow.assets.hydro.HydroPowerPlant attribute) (emflow.assets.hydro.HydroTurbine attribute) tz (emflow.assets.base.Collection attribute) (emflow.assets.base.Sensor attribute) (emflow.assets.battery.Battery attribute) (emflow.assets.energycollection.EnergyCommunity attribute) (emflow.assets.energycollection.Portfolio attribute) (emflow.assets.energycollection.Site attribute) (emflow.assets.heatpump.HeatPump attribute) (emflow.assets.hydro.HydroPowerPlant attribute) (emflow.assets.hydro.HydroTurbine attribute) (emflow.assets.hydro.Reservoir attribute) (emflow.assets.powergrid.BiddingZone attribute) (emflow.assets.powergrid.ControlArea attribute) (emflow.assets.powergrid.GridNode attribute) (emflow.assets.powergrid.SynchronousArea attribute) (emflow.assets.solar.PVArray attribute) (emflow.assets.solar.PVSystem attribute) (emflow.assets.solar.SolarPowerArea attribute) (emflow.assets.wind.WindFarm attribute) (emflow.assets.wind.WindPowerArea attribute) (emflow.assets.wind.WindTurbine attribute)

V

validate_for_insert() (emflow.assets.base.TimeSeries method) validation (emflow.problems.problem.Splits attribute)

Verifier (class in emflow.run.verifier) verify() (emflow.run.verifier.Verifier method) view() (emflow.data.feed.DataFeed method)

W

WindFarm (class in emflow.assets.wind) window (emflow.features.spec.Rolling attribute)

WindPowerArea (class in emflow.assets.wind) WindTurbine (class in emflow.assets.wind)