| 1 |
Solar irradiation prediction with machine learning: Forecasting models selection method depending on weather variability
Fouilloy A, Voyant C, Notton G, Motte F, Paoli C, Nivet ML, Guillot E, Duchaud JL
Energy, 165, 620, 2018 |
| 2 |
Forecasting method for global radiation time series without training phase: Comparison with other well-known prediction methodologies
Voyant C, Motte F, Fouilloy A, Notton G, Paoli C, Nivet ML
Energy, 120, 199, 2017 |
| 3 |
Machine learning methods for solar radiation forecasting: A review
Voyant C, Notton G, Kalogirou S, Nivet ML, Paoli C, Motte F, Fouilloy A
Renewable Energy, 105, 569, 2017 |
| 4 |
Multilayer Perceptron approach for estimating 5-min and hourly horizontal global irradiation from exogenous meteorological data in locations without solar measurements
Dahmani K, Notton G, Voyant C, Dizene R, Nivet ML, Paoli C, Tamas W
Renewable Energy, 90, 267, 2016 |
| 5 |
Bayesian rules and stochastic models for high accuracy prediction of solar radiation
Voyant C, Darras C, Muselli M, Paoli C, Nivet ML, Poggi P
Applied Energy, 114, 218, 2014 |
| 6 |
Estimation of 5-min time-step data of tilted solar global irradiation using ANN (Artificial Neural Network) model
Dahmani K, Dizene R, Notton G, Paoli C, Voyant C, Nivet ML
Energy, 70, 374, 2014 |
| 7 |
Time series modeling and large scale global solar radiation forecasting from geostationary satellites data
Voyant C, Haurant P, Muselli M, Paoli C, Nivet ML
Solar Energy, 102, 131, 2014 |
| 8 |
Neural network approach to estimate 10-min solar global irradiation values on tilted planes
Notton G, Paoli C, Ivanova L, Vasileva S, Nivet ML
Renewable Energy, 50, 576, 2013 |
| 9 |
Hybrid methodology for hourly global radiation forecasting in Mediterranean area
Voyant C, Muselli M, Paoli C, Nivet ML
Renewable Energy, 53, 1, 2013 |
| 10 |
Estimation of hourly global solar irradiation on tilted planes from horizontal one using artificial neural networks
Notton G, Paoli C, Vasileva S, Nivet ML, Canaletti JL, Cristofari C
Energy, 39(1), 166, 2012 |
