Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study - École polytechnique Access content directly
Conference Papers Year : 2014

Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study

Abstract

This communication is devoted to solar irradiance and irradiation short-term forecasts, which are useful for electricity production. Several different time series approaches are employed. Our results and the corresponding numerical simulations show that techniques which do not need a large amount of historical data behave better than those which need them, especially when those data are quite noisy.
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Dates and versions

hal-01068569 , version 1 (25-09-2014)

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Cédric Join, Cyril Voyant, Michel Fliess, Marc Muselli, Marie-Laure Nivet, et al.. Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study. 3rd International Symposium on Environment-Friendly Energies and Applications, EFEA 2014, Nov 2014, Paris, France. ⟨hal-01068569⟩
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