Hybrid Renewable Power Plant Sizing - Graphical Decision Tool, Sensitivity Analysis and Applications in Ajaccio and Tilos
Jean Laurent Duchaud
,
Gilles Notton
,
Alexis Fouilloy
,
Cyril Voyant
Article dans une revue
hal-02449473v1
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Tilos, an autonomous Greek island thanks to a PV/Wind/Zebra battery plant and a smart Energy Management System
Gilles Notton
,
Marie-Laure Nivet
,
Cyril Voyant
,
Jean-Laurent Duchaud
,
Alexis Fouilloy
,
et al.
Communication dans un congrès
hal-03996053v1
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A Monte Carlo Based Solar Radiation Forecastability Estimation
Cyril Voyant
,
Philippe Lauret
,
Gilles Notton
,
Jean-Laurent Duchaud
,
Alexis Fouilloy
,
et al.
Journal of Renewable and Sustainable Energy , 2021
Article dans une revue
hal-03162966v1
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Comparaison de méthodes d’apprentissage automatique de prévision de la ressource solaire pour une application à une gestion optimisée des réseaux intelligents
Alexis Fouilloy
Mécanique des fluides [physics.class-ph]. Université Pascal Paoli, 2019. Français.
⟨NNT : 2019CORT0005⟩
Thèse
tel-03479238v1
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Bounded global irradiation prediction based on multilayer perceptron and time series formalism
Cyril Voyant
,
Gilles Notton
,
Marie Laure Nivet
,
Fabrice Motte
,
Alexis Fouilloy
,
et al.
ELMA , May 2017, Sofia, Bulgaria. pp.82-85
Communication dans un congrès
hal-01635218v1
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Uncertainties in global radiation time series forecasting using machine learning: The multilayer perceptron case
Cyril Voyant
,
Gilles Notton
,
Christophe Paoli
,
Alexis Fouilloy
,
Fabrice Motte
,
et al.
Article dans une revue
hal-01470994v1
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An advanced forecasting system for the optimum energy management of island microgrids.
Daniel Henriquez Alamo
,
Rafael N Medina
,
Santiago Ruano
,
Salvador S Garcia
,
K.P. Moustris
,
et al.
Article dans une revue
hal-03041965v1
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Machine Learning Methods for Solar Irradiation Forecasting: A Comparison in a Mediterranean Site
Alexis Fouilloy
,
Cyril Voyant
,
Gilles Notton
,
Marie Laure Nivet
,
Jean Laurent Duchaud
International Conference on Energy Engineering and Smart Grids ESG , 2018, Cambridge, United Kingdom
Communication dans un congrès
hal-01635190v1
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Prediction intervals for global solar irradiation forecasting using regression trees methods
Cyril Voyant
,
Fabrice Motte
,
Gilles Notton
,
Alexis Fouilloy
,
Marie-Laure Nivet
,
et al.
Renewable Energy , 2018, 126, pp.332-340
Article dans une revue
hal-01741926v1
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Solar irradiation prediction with machine learning: Forecasting models selection method depending on weather variability
Alexis Fouilloy
,
Cyril Voyant
,
Gilles Notton
,
Fabrice Motte
,
Christophe Paoli
,
et al.
Article dans une revue
hal-04041776v1
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Comparaison de méthodes d'apprentissage automatique de prévision de la ressource solaire pour une application à une gestion optimisée des réseaux intelligents
Alexis Fouilloy
Autre. Université de CORSE - Pascal PAOLI, 2019. Français.
⟨NNT : ⟩
Thèse
tel-02444816v1
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Global irradiation interval forecasts based on artificial neural network
Alexis Fouilloy
,
Cyril Voyant
,
Gilles Notton
,
Marie Laure Nivet
,
Fabrice Motte
,
et al.
1st International web conference on forecasting , Oct 2017, Giresun, Turkey
Communication dans un congrès
hal-01635195v1
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Kalman filtering and classical time series tools for global radiation prediction
Cyril Voyant
,
Fabrice Motte
,
Alexis Fouilloy
,
Gilles Notton
,
Christophe Paoli
,
et al.
4th International Conference on Energy, Sustainability and Climate Change, IRCC , Jun 2017, Santorin, Greece
Communication dans un congrès
hal-01635209v1
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Trade-off between precision and resolution of a solar power forecasting algorithm for micro-grid optimal control
Jean Laurent Duchaud
,
Cyril Voyant
,
Gilles Notton
,
Alexis Fouilloy
,
Marie Laure Nivet
Article dans une revue
hal-03041890v1
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Tilos, an autonomous Greek island thanks to a PV/Wind/Zebra battery plant and a smart Energy Management System.
Gilles Notton
,
Marie Laure Nivet
,
Cyril Voyant
,
Jean Laurent Duchaud
,
Alexis Fouilloy
,
et al.
7th International Conference on Energy Efficiency and Agricultural Engineering (EE&AE), , Nov 2020, Rousse, Bulgaria
Communication dans un congrès
hal-03046036v1
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