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authFullName_s : Fouilloy Alexis

Forecasting method for global radiation time series without training phase: comparison with other well-known prediction methodologies

Cyril Voyant , Fabrice Motte , Fouilloy Alexis , Gilles Notton , Christophe Paoli , et al.
Energy, 2016, 120, pp.196-208. ⟨10.1016/j.energy.2016.12.118⟩
Article dans une revue hal-01423959v1

The electrical energy situation of French islands and focus on the Corsican situation

Gilles Notton , Jean Laurent Duchaud , Marie Laure Nivet , Cyril Voyant , K Chalvatzis , et al.
Renewable Energy, 2019, 135, pp.1157-1165. ⟨10.1016/j.renene.2018.12.090⟩
Article dans une revue hal-02449268v1

Forecasting of three components of solar irradiation for building applications.

Gilles Notton , Cyril Voyant , Fouilloy Alexis , Jean Laurent Duchaud , Marie Laure Nivet
Clima 2019, May 2019, Bucarest, Romania
Communication dans un congrès hal-02454115v1

Multi-layer Perceptron and Pruning

Cyril Voyant , Christophe Paoli , Marie-Laure Nivet , Gilles Notton , Fouilloy Alexis , et al.
Turkish Journal of Forecasting, 2017, 1 (1), pp.1-8
Article dans une revue hal-01591425v1

Solar radiation forecasting using artificial neural network an random forest methods: Application to normal beam, horizontal diffuse and global components

Lamara Benali , Gilles Notton , Fouilloy Alexis , Cyril Voyant , Rabah Dizene
Renewable Energy, 2019, 132, pp.871-884
Article dans une revue hal-02449215v1

Solar irradiation forecasting with machine learning and computational methods for 3 weather variabilities

Fouilloy Alexis , Cyril Voyant , Fabrice Motte , Gilles Notton , Christophe Paoli , et al.
Energy, 2018, 165-A, pp.620-629
Article dans une revue hal-02449204v1

Machine learning methods for solar irradiation forecasting: A comparison in a Mediterranean site

Fouilloy Alexis , Cyril Voyant , Gilles Notton , Marie Laure Nivet , Jean Laurent Duchaud
13th SWEDES Conf.,, Sep 2018, Palerme, Italy
Communication dans un congrès hal-02454079v1

Machine Learning methods for solar radiation forecasting: a review

Cyril Voyant , Gilles Notton , S. Kalogirou , Marie Laure Nivet , Christophe Paoli , et al.
Renewable Energy, 2017, 105, pp.569-582. ⟨10.1016/j.renene.2016.12.095⟩
Article dans une revue hal-01426321v1

Regression trees and solar radiation forecasting: the boosting, bagging and ensemble learning cases

Fouilloy Alexis , Cyril Voyant , Gilles Notton , Jean Laurent Duchaud
2nd Int. Web Conf. on Forecasting – IWCF’2018, Oct 2018, Web, France
Communication dans un congrès hal-02454092v1

An advanced forecasting platform for the optimum energy management of island microgrids

Daniel Henriquez Alamo , R Nebot Medina , S Dias Ruano , S Suarez Garcia , K.P. Moustris , et al.
REM2018, Renewable Energy Integration with Mini/Microgrid, Sep 2018, Rhodes, Greece
Communication dans un congrès hal-02454058v1

Some applications of ANN to solar radiation estimation and forecasting for energy applications

Gilles Notton , Cyril Voyant , Fouilloy Alexis , Jean Laurent Duchaud , Marie Laure Nivet
Applied Sciences, 2019, 9 (1), pp.209. ⟨10.3390/app9010209⟩
Article dans une revue hal-02449272v1
Image document

Intermittent and stochastic character of renewable energy sources: consequences, cost of intermittence and benefit of forecasting

Gilles Notton , Marie Laure Nivet , Cyril Voyant , Christophe Paoli , Christophe Darras , et al.
Renewable and Sustainable Energy Reviews, 2018, 87, pp.96-105
Article dans une revue hal-01759732v1
Image document

Wind, solar and battery micro-grid optimal sizing in Tilos Island

Jean Laurent Duchaud , Gilles Notton , Fouilloy Alexis , Cyril Voyant
REM2018, Renewable Energy Integration with Mini/Microgrid, Sep 2018, Rhodes, Greece
Communication dans un congrès hal-03045912v1

Tilos, the first autonomous renewable green island in Mediterranean: A Horizon 2020 project

Gilles Notton , Marie Laure Nivet , Fabrice Motte , Cyril Voyant , Fouilloy Alexis , et al.
15th Int. Conf. Electrical, Machines, Drives and Power Systems (IEEE), ELMA 2017, Jun 2017, Sofia, Bulgaria. pp.102-105
Communication dans un congrès hal-01591625v1

Overview of the energy situation of French islands and focus on the Corsican situation

Gilles Notton , Jean Laurent Duchaud , Marie Laure Nivet , Cyril Voyant , Fouilloy Alexis
Clean Energy in European Islands, Apr 2018, Athènes, Greece
Communication dans un congrès hal-01759942v1

Wind, solar and battery micro-grid optimal sizing in Tilos Island

Jean Laurent Duchaud , Gilles Notton , Fouilloy Alexis , Cyril Voyant
Energy Procedia, 2019, 159, pp.22-27. ⟨10.1016/j.egypro.2018.12.012⟩
Article dans une revue hal-02448982v1