| 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, ML Nivet Applied Sciences 9 (1), 209, 2019 | 106 | 2019 |
| 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 |
| Multi-Objective Particle Swarm optimal sizing of a renewable hybrid power plant with storage JL Duchaud, G Notton, C Darras, C Voyant Renewable Energy 131, 1156-1167, 2019 | 51 | 2019 |
| An advanced forecasting system for the optimum energy management of island microgrids DH Alamo, RN Medina, SD Ruano, SS García, KP Moustris, KK Kavadias, ... Energy procedia 159, 111-116, 2019 | 34 | 2019 |
| The electrical energy situation of French islands and focus on the Corsican situation G Notton, JL Duchaud, ML Nivet, C Voyant, K Chalvatzis, A Fouilloy Renewable energy 135, 1157-1165, 2019 | 24 | 2019 |
| Power ramp-rate control algorithm with optimal State of Charge reference via Dynamic Programming JL Duchaud, G Notton, C Darras, C Voyant Energy 149, 709-717, 2018 | 24 | 2018 |
| Wind, solar and battery micro-grid optimal sizing in Tilos Island JL Duchaud, G Notton, A Fouilloy, C Voyant Energy Procedia 159, 22-27, 2019 | 22 | 2019 |
| Solar irradiation prediction intervals based on Box–Cox transformation and univariate representation of periodic autoregressive model C Voyant, G Notton, JL Duchaud, J Almorox, ZM Yaseen Renewable Energy Focus 33, 43-53, 2020 | 20 | 2020 |
| Performances of energy management strategies for a Photovoltaic/Battery microgrid considering battery degradation S Ouédraogo, GA Faggianelli, G Pigelet, G Notton, JL Duchaud Solar Energy 230, 654-665, 2021 | 18 | 2021 |
| Impact of electricity tariffs and energy management strategies on PV/Battery microgrid performances S Ouédraogo, GA Faggianelli, G Notton, JL Duchaud, C Voyant Renewable Energy 199, 816-825, 2022 | 14 | 2022 |
| Electrical machine optimization using a kriging predictor JL Duchaud, S Hlioui, F Louf, M Gabsi 2014 17th International Conference on Electrical Machines and Systems (ICEMS …, 2014 | 11 | 2014 |
| Modeling and optimization of a linear actuator for a two-stage valve tappet in an automotive engine JL Duchaud, S Hlioui, F Louf, J Ojeda, M Gabsi IEEE Transactions on Vehicular Technology 64 (10), 4441-4448, 2014 | 10 | 2014 |
| Application of optimal energy management strategies for a building powered by PV/battery system in corsica Island S Ouédraogo, GA Faggianelli, G Pigelet, JL Duchaud, G Notton Energies 13 (17), 4510, 2020 | 9 | 2020 |
| Benchmarks for solar radiation time series forecasting C Voyant, G Notton, JL Duchaud, LAG Gutiérrez, JM Bright, D Yang Renewable Energy 191, 747-762, 2022 | 8 | 2022 |
| A Monte Carlo based solar radiation forecastability estimation C Voyant, P Lauret, G Notton, JL Duchaud, A Fouilloy, M David, ... Journal of Renewable and Sustainable Energy 13 (2), 2021 | 8 | 2021 |
| Trade-off between precision and resolution of a solar power forecasting algorithm for micro-grid optimal control JL Duchaud, C Voyant, A Fouilloy, G Notton, ML Nivet Energies 13 (14), 3565, 2020 | 8 | 2020 |
| Hybrid renewable power plant sizing–Graphical decision tool, sensitivity analysis and applications in Ajaccio and Tilos JL Duchaud, G Notton, A Fouilloy, C Voyant Applied energy 254, 113601, 2019 | 7 | 2019 |
| Tilos, an autonomous Greek island thanks to a PV/Wind/Zebra battery plant and a smart Energy Management System G Notton, ML Nivet, C Voyant, JL Duchaud, A Fouilloy, D Zafirakis, ... 2020 7th International Conference on Energy Efficiency and Agricultural …, 2020 | 6 | 2020 |
| Machine learning methods for solar irradiation forecasting: a comparison in a mediterranean site A Fouilloy, C Voyant, G Notton, ML Nivet, JL Duchaud International Conference on Energy Engineering and Smart Grids ESG, 2018 | 6 | 2018 |
Gilles NOTTONUniversity of Corsica - UMR CNRS 6134univ-corse.fr üzerinde doğrulanmış e-posta adresine sahip
