CV

Cyril Voyant, Fabrice Motte, Gilles Notton, Alexis Fouilloy, Marie-Laure Nivet, et al.. Prediction intervals for global solar irradiation forecasting using regression trees methods. Renewable Energy, Elsevier, In press. ⟨hal-01741926⟩

Cyril Voyant, Fabrice Motte, Alexis Fouilloy, Gilles Notton, Christophe Paoli, et al.. Forecasting method for global radiation time series without training phase: comparison with other well-known prediction methodologies. Energy, Elsevier, 2017, 120, pp.199-208. ⟨hal-01591375⟩

Alexis Fouilloy, Cyril Voyant, Gilles Notton, Marie Laure Nivet, Fabrice Motte, et al.. Global irradiation interval forecasts based on artificial neural network. 1st International web conference on forecasting, Oct 2017, Giresun Turkey. ⟨hal-01635195⟩

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⟩

Cyril Voyant, Gilles Notton, Marie Laure Nivet, Fabrice Motte, Alexis Fouilloy, et al.. Bounded global irradiation prediction based on multilayer perceptron and time series formalism. ELMA, May 2017, Sofia, Bulgaria. ⟨hal-01635218⟩

Alexis Fouilloy, Cyril Voyant, Gilles Notton, Marie Laure Nivet, Jean Laurent Duchaud. Machine Learning Methods for Solar Irradiation Forecasting: A Comparison in a Mediterranean Site. 2017. ⟨hal-01635190⟩