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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.
Article dans une revue
hal-01423959v1
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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.
Article dans une revue
hal-02449268v1
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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
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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
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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
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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
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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
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Machine Learning methods for solar radiation forecasting: a review
Cyril Voyant
,
Gilles Notton
,
S. Kalogirou
,
Marie Laure Nivet
,
Christophe Paoli
,
et al.
Article dans une revue
hal-01426321v1
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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
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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
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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
Article dans une revue
hal-02449272v1
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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
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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
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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
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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
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Wind, solar and battery micro-grid optimal sizing in Tilos Island
Jean Laurent Duchaud
,
Gilles Notton
,
Fouilloy Alexis
,
Cyril Voyant
Article dans une revue
hal-02448982v1
|
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