| 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 | 1783 | 2017 |
| Calculation of the polycrystalline PV module temperature using a simple method of energy balance M Mattei, G Notton, C Cristofari, M Muselli, P Poggi Renewable energy 31 (4), 553-567, 2006 | 676 | 2006 |
| Design and techno-economical optimization for hybrid PV/wind system under various meteorological conditions S Diaf, G Notton, M Belhamel, M Haddadi, A Louche Applied energy 85 (10), 968-987, 2008 | 555 | 2008 |
| Modelling of a double-glass photovoltaic module using finite differences G Notton, C Cristofari, M Mattei, P Poggi Applied thermal engineering 25 (17-18), 2854-2877, 2005 | 552 | 2005 |
| Intermittent and stochastic character of renewable energy sources: Consequences, cost of intermittence and benefit of forecasting G Notton, ML Nivet, C Voyant, C Paoli, C Darras, F Motte, A Fouilloy Renewable and sustainable energy reviews 87, 96-105, 2018 | 450 | 2018 |
| Optimal sizing of a grid-connected PV system for various PV module technologies and inclinations, inverter efficiency characteristics and locations G Notton, V Lazarov, L Stoyanov Renewable Energy 35 (2), 541-554, 2010 | 415 | 2010 |
| 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 | 399 | 2019 |
| Design of hybrid-photovoltaic power generator, with optimization of energy management M Muselli, G Notton, A Louche Solar energy 65 (3), 143-157, 1999 | 365 | 1999 |
| Correlations for direct normal and global horizontal irradiation on a French Mediterranean site A Louche, G Notton, P Poggi, G Simonnot Solar Energy 46 (4), 261-266, 1991 | 248 | 1991 |
| Forecasting and simulating wind speed in Corsica by using an autoregressive model P Poggi, M Muselli, G Notton, C Cristofari, A Louche Energy conversion and management 44 (20), 3177-3196, 2003 | 194 | 2003 |
| Predicting hourly solar irradiations on inclined surfaces based on the horizontal measurements: Performances of the association of well-known mathematical models G Notton, P Poggi, C Cristofari Energy Conversion and Management 47 (13-14), 1816-1829, 2006 | 168 | 2006 |
| 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 | 160 | 2018 |
| Modelling and performance of a copolymer solar water heating collector C Cristofari, G Notton, P Poggi, A Louche Solar Energy 72 (2), 99-112, 2002 | 141 | 2002 |
| PV-hybrid power systems sizing incorporating battery storage: an analysis via simulation calculations M Muselli, G Notton, P Poggi, A Louche Renewable Energy 20 (1), 1-7, 2000 | 135 | 2000 |
| Influence of the flow rate and the tank stratification degree on the performances of a solar flat-plate collector C Cristofari, G Notton, P Poggi, A Louche International Journal of Thermal Sciences 42 (5), 455-469, 2003 | 126 | 2003 |
| Some applications of ANN to solar radiation estimation and forecasting for energy applications G Notton, C Voyant, A Fouilloy, JL Duchaud, ML Nivet Applied Sciences 9 (1), 209, 2019 | 117 | 2019 |
| Importance of islands in renewable energy production and storage: The situation of the French islands G Notton Renewable and sustainable energy reviews 47, 260-269, 2015 | 116 | 2015 |
| Hybrid photovoltaic/wind energy systems for remote locations G Notton, S Diaf, L Stoyanov Energy Procedia 6, 666-677, 2011 | 112 | 2011 |
| Performance evaluation of various hourly slope irradiation models using Mediterranean experimental data of Ajaccio G Notton, C Cristofari, P Poggi Energy Conversion and Management 47 (2), 147-173, 2006 | 111 | 2006 |
| Estimation of hourly global solar irradiation on tilted planes from horizontal one using artificial neural networks G Notton, C Paoli, S Vasileva, ML Nivet, JL Canaletti, C Cristofari Energy 39 (1), 166-179, 2012 | 110 | 2012 |