Alexis Fouilloy
Alexis Fouilloy
Verified email at univ-corse.fr
Title
Cited by
Cited by
Year
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
7982017
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
1582019
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
1372018
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
622018
Some Applications of ANN to Solar Radiation Estimation and Forecasting for Energy Applications
MLN G. Notton, C. Voyant, A. Fouilloy, J.L. Duchaud
Applied sciences, 2019
462019
Uncertainties in global radiation time series forecasting using machine learning: The multilayer perceptron case
C Voyant, G Notton, C Darras, A Fouilloy, F Motte
Energy 125, 248-257, 2017
242017
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
232018
Forecasting method for global radiation time series without training phase: Comparison with other well-known prediction methodologies
C Voyant, F Motte, A Fouilloy, G Notton, C Paoli, ML Nivet
Energy 120, 199-208, 2017
212017
Tilos, the first autonomous renewable green island in Mediterranean: A Horizon 2020 project
G Notton, ML Nivet, D Zafirakis, F Motte, C Voyant, A Fouilloy
2017 15th International Conference on Electrical Machines, Drives and Power …, 2017
152017
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
142019
The electrical energy situation of French islands and focus on the Corsican situation
AF G. Notton, J.L. Duchaud, M.L. Nivet, C. Voyant, K. Chalvatzis
Renewable Energy 135, 1157-1165, 2019
102019
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
72019
Machine Learning Methods for Solar Irradiation Forecasting: A Comparison in a Mediterranean Site
A Fouilloy, C Voyant, G Notton, ML Nivet, JL Duchaud
13th The International Centre for Sustainable Development of Energy, Water …, 2018
22018
Overview of the energy situation of French islands and focus on the Corsican situation
G Notton, JL Duchaud, ML Nivet, C Voyant, F Alexis
Clean Energy in European Islands, 2018
22018
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
12020
Hybrid renewable power plant sizing – Graphical decision tool, sensitivity analysis and applications in Ajaccio and Tilos
VC Duchaud J.L., Notton G., Fouilloy A.
Applied Energy 254, 2019
12019
Comparaison de méthodes d'apprentissage automatique de prévision de la ressource solaire pour une application à une gestion optimisée des réseaux intelligents
A Fouilloy
Université de Corse-Pascal PAOLI, 2019
12019
Forecasting of Three Components of Solar irradiation for Building Applications
G Notton, C Voyant, A Fouilloy, JL Duchaud, ML Nivet
E3S Web of Conferences 111, 05012, 2019
12019
Bounded global irradiation prediction based on multilayer perceptron and time series formalism
C Voyant, G Notton, ML Nivet, F Motte, A Fouilloy, C Paoli
2017 15th International Conference on Electrical Machines, Drives and Power …, 2017
12017
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), 026501, 2021
2021
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