Kalman filtering and classical time series tools for global radiation prediction

Cyril Voyant (1) , Fabrice Motte (1) , Alexis Fouilloy (1) , Gilles Notton (1) , Christophe Paoli (1) , Marie-Laure Nivet (1)

1 SPE - Sciences pour l'environnement

Mots clés: Time Series forecasting; model free forecasting; Artificial Neural Networks; ARMA; Kalman filter

Domaines: Recherche d'information [cs.IR]; Sciences de l'environnement

Cyril Voyant, Fabrice Motte, Alexis Fouilloy, Gilles Notton, Christophe Paoli, et al.. Kalman filtering and classical time series tools for global radiation prediction. 4th International Conference on Energy, Sustainability and Climate Change, IRCC, Jun 2017, Santorin, Greece. ⟨hal-01635209⟩