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Alexis Fouilloy
Alexis Fouilloy
Verified email at univ-corse.fr
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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
15882017
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
3582019
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
3562018
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
1422018
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
1042019
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
572018
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
482017
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
342019
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
272017
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
262017
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
242019
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
222019
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
82021
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
82020
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
72019
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
62020
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
62018
Regression trees and solar radiation forecasting: the boosting, bagging and ensemble learning cases
A Fouilloy, C Voyant, G Notton, JL Duchaud
2nd International Web Conference on Forecasting, 2018
32018
Multi-layer Perceptron and Pruning
C Voyant, C Paoli, ML Nivet, G Notton, A FOUİLLOY, F Motte
Turkish Journal of Forecasting 1 (1), 1-6, 2017
32017
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
22019
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