| Machine learning methods for solar radiation forecasting: A review C Voyant, G Notton, S Kalogirou, ML Nivet, C Paoli, F Motte, A Fouilloy Renewable energy 105, 569-582, 2017 | 1615 | 2017 |
| Forecasting of preprocessed daily solar radiation time series using neural networks C Paoli, C Voyant, M Muselli, ML Nivet Solar energy 84 (12), 2146-2160, 2010 | 451 | 2010 |
| Intermittent and stochastic character of renewable energy sources: consequences, cost of intermittence and benefit of forecasting G Notton, ML Nivet, C Voyant, C Darras, F Motte, C Paoli Renewable & Sustainable Energy Reviews 87, 96-105, 2018 | 369 | 2018 |
| Solar Radiation Forecasting using Artificial Neural Network and Random Forest Methods: Application to Normal Beam, Horizontal Diffuse and Global Components L Benali, G Notton, A Fouilloy, C Voyant, R Dizene Renewable Energy 132, 871-884, 2019 | 363 | 2019 |
| Numerical weather prediction (NWP) and hybrid ARMA/ANN model to predict global radiation C Voyant, M Muselli, C Paoli, ML Nivet Energy 39 (1), 341-355, 2012 | 274 | 2012 |
| A benchmarking of machine learning techniques for solar radiation forecasting in an insular context P Lauret, C Voyant, T Soubdhan, M David, P Poggi Solar Energy 112, 446-457, 2015 | 270 | 2015 |
| Optimization of an artificial neural network dedicated to the multivariate forecasting of daily global radiation C Voyant, M Muselli, C Paoli, ML Nivet Energy 36 (1), 348-359, 2011 | 201 | 2011 |
| Verification of deterministic solar forecasts D Yang, S Alessandrini, J Antonanzas, F Antonanzas-Torres, V Badescu, ... Solar Energy 210, 20-37, 2020 | 188 | 2020 |
| Forecasting of Intermittent Solar Energy Resource G Notton, C Voyant Advances in Renewable Energies and Power Technologies 1, 77-114, 2018 | 157* | 2018 |
| Solar irradiation prediction with machine learning: Forecasting models selection method depending on weather variability A Fouilloy, C Voyant, G Notton, F Motte, C Paoli, ML Nivet, E Guillot, ... Energy 165, 620-629, 2018 | 142 | 2018 |
| Some Applications of ANN to Solar Radiation Estimation and Forecasting for Energy Applications G Notton, C Voyant, A Fouilloy, JL Duchaud Applied Sciences 9 (209), 2019 | 106 | 2019 |
| Estimation of 5-min time-step data of tilted solar global irradiation using ANN (Artificial Neural Network) model K Dahmani, R Dizene, G Notton, C Paoli, C Voyant, ML Nivet Energy 70, 374-381, 2014 | 95 | 2014 |
| Hybrid methodology for hourly global radiation forecasting in Mediterranean area C Voyant, M Muselli, C Paoli, ML Nivet Renewable Energy 53, 1-11, 2013 | 86 | 2013 |
| PV output power fluctuations smoothing: The MYRTE platform experience C Darras, M Muselli, P Poggi, C Voyant, JC Hoguet, F Montignac International Journal of hydrogen energy 37 (19), 14015-14025, 2012 | 83 | 2012 |
| Multi-horizon solar radiation forecasting for Mediterranean locations using time series models C Voyant, C Paoli, M Muselli, ML Nivet Renewable and Sustainable Energy Reviews 28, 44-52, 2013 | 81 | 2013 |
| Bayesian rules and stochastic models for high accuracy prediction of solar radiation C Voyant, C Darras, M Muselli, C Paoli, ML Nivet, P Poggi Applied Energy 114, 218-226, 2013 | 78 | 2013 |
| Global solar radiation prediction over North Dakota using air temperature: Development of novel hybrid intelligence model H Tao, AA Ewees, AO Al-Sulttani, U Beyaztas, MM Hameed, SQ Salih, ... Energy Reports 7, 136-157, 2020 | 76 | 2020 |
| Solar radiation forecasting using ad-hoc time series preprocessing and neural networks C Paoli, C Voyant, M Muselli, ML Nivet International Conference on Intelligent Computing in Ulsan, Korea, 898-907, 2009 | 76 | 2009 |
| Twenty four hours ahead global irradiation forecasting using multi‐layer perceptron C Voyant, P Randimbivololona, ML Nivet, C Paoli, M Muselli Meteorological applications 21 (3), 644-655, 2014 | 58 | 2014 |
| Prediction intervals for global solar irradiation forecasting using regression trees methods C Voyant, F Motte, G Notton, A Fouilloy, ML Nivet, JL Duchaud Renewable Energy 126, 332-340, 2018 | 57 | 2018 |
Gilles NOTTONUniversity of Corsica - UMR CNRS 6134Verified email at univ-corse.fr
