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Wavelet decomposition for electricity generation and consumption time series

This code should be run with Python 3

For any questions you can reach me by email: arthur.clerjon@cea.fr

Academinc sources and exampes: This work is a part of my PhD projet. For additionnal informations you can check the following refrences:

  • [1] A. Clerjon and F. Perdu, Matching intermittency and electricity storage characteristics through time scale analysis: an energy return on investment comparison, Energy Environ. Sci., 2019,12, 693-705
  • [2] A. Clerjon and F. Perdu, Matching intermittent electricity supply and load with energy storage: An optimization based on a time scale analysis, to be published in ECOS 2020

Input time series:

Input data are provided by RTE, the French Transmission System Operator (TSO). They are available there: https://www.rte-france.com/fr/eco2mix/eco2mix

Results:

  • Results of the wavelet decomposition are saved as Excel files in the folder "betas"
  • You can also run the tutorial notebook for different vizualization of your results

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Wavelet decomposition of electricity load and generation time series

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