enr_residual_utils
=======================================

.. automodule:: ecodynelec.preprocessing.enr_residual_utils
   :members:
   :undoc-members:
   :show-inheritance:

.. _pronovo-and-energycharts-data-downloading:

Pronovo and EnergyCharts data downloading :
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Pronovo data
'''''''''''''

The Pronovo data can be found on `Pronovo <https://pronovo.ch/fr/services/rapports-et-publications/>`_, under the "Profils courbe de charge selon technologies" section.

The downloaded .csv files should then be placed in a 'support_files/pronovo_data/prod_year' (where year is the electricity production year) folder in the project directory.
For example:

.. figure:: ../images/pronovo_files_structure.jpg
    :alt: Pronovo files structure

As the solar production given by Pronovo doesn't covers all the solar production in Switzerland, this hourly data is scaled using the daily solar production given by
EnergyCharts: you should also download the daily EnergyCharts **solar** production data (see below) and place it in 'EC_Solar_year.csv' files.

EnergyCharts data
''''''''''''''''''

The EnergyCharts data is downloaded from `EnergyCharts <https://www.energy-charts.info/charts/energy/chart.htm?l=fr&c=CH&chartColumnSorting=default>`_:

.. figure:: ../images/energycharts_download.jpg
    :alt: EnergyCharts download

    *Export settings*

.. figure:: ../images/energycharts_download_categories.jpg
    :alt: EnergyCharts download categories

    *Categories selection*

The downloaded .csv files should then be placed in a 'support_files/ec_data/' folder in the project directory.