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

Authors :
Join, Cédric
Voyant, Cyril
Fliess, Michel
Muselli, Marc
Nivet, Marie Laure
Paoli, Christophe
Chaxel, Frédéric
Source :
3rd International Symposium on Environment-Friendly Energies and Applications (EFEA 2014), Pars : France (2014)
Publication Year :
2014

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.

Details

Database :
arXiv
Journal :
3rd International Symposium on Environment-Friendly Energies and Applications (EFEA 2014), Pars : France (2014)
Publication Type :
Report
Accession number :
edsarx.1409.7476
Document Type :
Working Paper