Mean Hourly Dispatch Profile

The average dispatch shape over a 24-hour day, computed by grouping the timeseries by hour-of-day and taking the mean. Useful for characterizing typical daily ramps (morning load pickup, solar midday, evening peak).

/home/runner/work/GridAnalysisToolkit/GridAnalysisToolkit/src/gat/datahelpers/sienna.py:381: UserWarning: StandardLoad was not found. Use one of the following components
  warnings.warn(message, UserWarning)
----- Available Components -----
RenewableNonDispatch
LoadZone
RenewableDispatch
FixedAdmittance
ACBus
Area
VariableReserve
TwoTerminalHVDCLine
ThermalStandard
Arc
PowerLoad
TapTransformer
Line
/home/runner/work/GridAnalysisToolkit/GridAnalysisToolkit/src/gat/scenariohandlers/sienna.py:508: UserWarning: Could not find dataset with pattern ActivePowerTimeSeriesParameter__StandardLoad, consider updating the configuration or removing this pattern to avoid a warning.
  warnings.warn(message, UserWarning)
/home/runner/work/GridAnalysisToolkit/GridAnalysisToolkit/src/gat/scenariohandlers/sienna.py:508: UserWarning: Could not find dataset with pattern ActivePowerInVariable*, consider updating the configuration or removing this pattern to avoid a warning.
  warnings.warn(message, UserWarning)
/home/runner/work/GridAnalysisToolkit/GridAnalysisToolkit/src/gat/scenariohandlers/sienna.py:523: UserWarning: No matching datasets found for ['ActivePowerInVariable*'], consider updating the configuration.
  warnings.warn(message, UserWarning)
/home/runner/work/GridAnalysisToolkit/GridAnalysisToolkit/src/gat/scenariohandlers/sienna.py:706: UserWarning: Unable to create storage load timeseries data, additional calculated loads may not be available.
  warnings.warn(
/home/runner/work/GridAnalysisToolkit/GridAnalysisToolkit/src/gat/scenariohandlers/sienna.py:508: UserWarning: Could not find dataset with pattern ActivePowerOutVariable*, consider updating the configuration or removing this pattern to avoid a warning.
  warnings.warn(message, UserWarning)
/home/runner/work/GridAnalysisToolkit/GridAnalysisToolkit/src/gat/scenariohandlers/sienna.py:508: UserWarning: Could not find dataset with pattern ActivePowerTimeSeriesParameter__StandardLoad, consider updating the configuration or removing this pattern to avoid a warning.
  warnings.warn(message, UserWarning)

import warnings
warnings.filterwarnings("ignore", category=DeprecationWarning)

import matplotlib.pyplot as plt
from gat.scenariohandlers import SiennaScenario
import gat.quickplots as qp

sienna_v4 = "../../example_data/sienna/v4"
scenario = SiennaScenario(
    simulation_files=f"{sienna_v4}/simulation_store.h5",
    system_file=f"{sienna_v4}/sys.json",
)

dispatch = scenario.get_area_dispatch(include_charging=False, include_use=False)

qp.plot_mean_hourly_dispatch(dispatch)

plt.tight_layout()
plt.show()