Multilayer Perceptron Approach for estimating 5-min and hourly horizontal global radiation from exogenous meteorological data in locations without solar measurements.

Kahina Dahmani (1) , Gilles Notton (2) , C Voyant (2) , Rabah Dizene (3) , Christophe Paoli (2) , Marie Laure Nivet (2) , Wani W. Tamas (4)

1 Laboratory of Energy, Mechanic and Conversion Systems
2 SPE - Sciences pour l'environnement
3 Laboratoire de Thermodynamique et des Systèmes Energétiques
4 Equipe EnR - SPE

Domaines: Génie des procédés; Statistiques [stat]; Sciences de l'environnement

Kahina Dahmani, Gilles Notton, C Voyant, Rabah Dizene, Christophe Paoli, et al.. Multilayer Perceptron Approach for estimating 5-min and hourly horizontal global radiation from exogenous meteorological data in locations without solar measurements. . Renewable Energy, 2016, 90, pp.267-290. ⟨hal-01291893⟩