Voyant, Cyril; Muselli, Marc; Paoli, Christophe; Nivet, … - In: Energy 39 (2012) 1, pp. 341-355
We propose in this paper an original technique to predict global radiation using a hybrid ARMA/ANN model and data issued from a numerical weather prediction model (NWP). We particularly look at the multi-layer perceptron (MLP). After optimizing our architecture with NWP and endogenous data...