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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Submitted on : Thursday, September 25, 2014 - 10:36:39 PM
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  • HAL Id : hal-01068569, version 1
  • ARXIV : 1409.7476

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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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