.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "gat_plot_examples/04_dispatch_window_peak_min.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_gat_plot_examples_04_dispatch_window_peak_min.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_gat_plot_examples_04_dispatch_window_peak_min.py:


Peak and Minimum Demand Windows
-------------------------------

Side-by-side stacked-area views around the timestamps of system-wide peak
and minimum demand. Each subplot shows a ±3-day window centered on the
event so you can see the dispatch ramp into and out of the peak/trough.

`plot_peak_demand_window` and `plot_min_demand_window` look up
``config.total_load_alias`` (default ``"Total Demand"``) in the dispatch
columns. The Sienna fixture has no storage charging, so the load is
labelled ``"Native Demand"`` by default — set
``scenario.load_includes_charging = True`` so the dispatch is labelled
``"Total Demand"`` and the window plots can find it.

.. GENERATED FROM PYTHON SOURCE LINES 16-39



.. image-sg:: /gat_plot_examples/images/sphx_glr_04_dispatch_window_peak_min_001.png
   :alt: Period of Peak Demand, Period of Minimum Total Demand
   :srcset: /gat_plot_examples/images/sphx_glr_04_dispatch_window_peak_min_001.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    /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)






|

.. code-block:: Python

    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",
    )
    scenario.load_includes_charging = True

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

    fig, axs = plt.subplots(1, 2, figsize=(14, 5), sharey=True)

    qp.plot_peak_demand_window(dispatch, ax=axs[0])
    qp.plot_min_demand_window(dispatch, ax=axs[1])

    plt.tight_layout()
    plt.show()


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 0.645 seconds)


.. _sphx_glr_download_gat_plot_examples_04_dispatch_window_peak_min.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: 04_dispatch_window_peak_min.ipynb <04_dispatch_window_peak_min.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: 04_dispatch_window_peak_min.py <04_dispatch_window_peak_min.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: 04_dispatch_window_peak_min.zip <04_dispatch_window_peak_min.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_