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physics.data-an2026
Symmetry-Constrained Forecasting of Periodically Correlated Energy Processes
Cyril Voyant, Candice Banes, Luis Garcia-Gutierrez +3
Time series in energy systems, such as solar irradiance, wind speed, or electrical load, are characterized by strong diurnal and seasonal periodicities. Accurate forecasting requir…
physics.data-an2022★ 4 cited
Complex-Valued Time Series Based Solar Irradiance Forecast
Cyril Voyant, Philippe Lauret, Gilles Notton +3
This paper describes a new way to predict real time series using complex-valued elements. An example is given in the case of the short-term probabilistic global solar irradiance fo…