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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 Renewable Energy, 2019, 135, pp.1157-1165. ⟨10.1016/j.renene.2018.12.090⟩ Article dans une revue hal-02449268v1
	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
	Multi-objective particle swarm optimal sizing of a renewable hybrid power plant with storage Jean Laurent Duchaud , Gilles Notton , Christophe Darras , Cyril Voyant Renewable Energy, 2019, 131, pp.1156-1167 Article dans une revue hal-02449217v1
	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
	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
	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 Applied Energy, 2019, 254 (113601), ⟨10.1016/j.apenergy.2019.113601⟩ Article dans une revue hal-02449473v1
	Prediction intervals for global solar irradiation forecasting using regression trees methods Cyril Voyant , Fabrice Motte , Gilles Notton , Alexis Fouilloy , Marie-Laure Nivet Renewable Energy, 2018, 126, pp.332-340 Article dans une revue hal-01741926v1
	Power ramp-rate control algorithm with optimal state-of-charge reference via dynamic programming. Jean-Laurent Duchaud , Gilles Notton , Christophe Darras , Cyril Voyant Energy, 2018, 149, pp.709-717 Article dans une revue hal-01759746v1
	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 Renewable and Sustainable Energy Reviews, 2018, 87, pp.96-105 Article dans une revue hal-01759732v1
	Periodic Autoregressive Forecasting of Global Solar Irradiation Without Knowledge-based Model Implementation Cyril Voyant , Jan G de Gooijer , Gilles Notton Solar Energy, 2018 Article dans une revue hal-01872340v1
	Periodic autoregressive prediction of global radiation without knowledge- based model implementation Cyril Voyant , J.G. Gooijer , Gilles Notton Solar Energy, 2018, 174, pp.121-129 Article dans une revue hal-02449163v1
	Solar irradiation nowcasting by stochastic persistence: a new parsimonious, simple and efficient forecasting tool Cyril Voyant , Gilles Notton Renewable and Sustainable Energy Reviews, 2018, 92, pp.343-352 Article dans une revue hal-01783937v1
	Solar irradiation forecasting with machine learning and computational methods for 3 weather variabilities Fouilloy Alexis , Cyril Voyant , Fabrice Motte , Gilles Notton , Christophe Paoli Energy, 2018, 165-A, pp.620-629 Article dans une revue hal-02449204v1
	Machine Learning methods for solar radiation forecasting: a review Cyril Voyant , Gilles Notton , S. Kalogirou , Marie Laure Nivet , Christophe Paoli Renewable Energy, 2017, 105, pp.569-582. ⟨10.1016/j.renene.2016.12.095⟩ Article dans une revue hal-01426321v1
	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 Energy, 2016, 120, pp.196-208. ⟨10.1016/j.energy.2016.12.118⟩ Article dans une revue hal-01423959v1
	Hybridization of air quality forecasting models using machine learning and clustering: an original approach to detect pollutant peaks Wani W. Tamas , Gilles Notton , Christophe Paoli , Marie-Laure Nivet , Cyril Voyant Aerosol and Air Quality Research, 2016, 16 (2), pp.405-416. ⟨10.4209/aaqr.2015.03.0193⟩ Article dans une revue hal-01243171v1
	Numerical weather prediction or stochastic modeling: an objective criterion of choice for the global radiation forecasting Cyril Voyant , Gilles Notton , Christophe Paoli , Marie Laure Nivet , Marc Muselli International Journal of Energy Technology and Policy, 2014 Article dans une revue hal-00934872v1
	Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method Cyril Voyant , Wani W. Tamas , Marie Laure Nivet , Gilles Notton , Christophe Paoli International Journal of Modelling, Identification and Control, 2014 Article dans une revue hal-01020794v1
	Estimation of 5-min time-step data of tilted solar global irradiation using ANN model Kahina Dahmani , Rabah Dizene , Gilles Notton , Christophe Paoli , Cyril Voyant Energy, 2014, 70, pp.374-381 Article dans une revue hal-01060219v1
	Urban ozone concentration forecasting with artificial neural network in Corsica Wani W. Tamas , Gilles Notton , Christophe Paoli , Cyril Voyant , Marie Laure Nivet Mathematical modelling in Civil Engineering, 2014, 1, pp.33-41 Article dans une revue hal-01062312v1

	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
	Difficulties of solar PV integration in island electrical networks – case study in the French islands Gilles Notton , Cyril Voyant , Jean Laurent Duchaud Clima 2019, May 2019, Bucarest, Romania Communication dans un congrès hal-02454123v1
	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
	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
	Multi-objective Particle Swarm optimal sizing of a renewable hybrid power plant with storage. Jean Laurent Duchaud , Gilles Notton , Christophe Darras , Cyril Voyant 13th SWEDES Conf.,, Sep 2018, Palerme, Italy Communication dans un congrès hal-02454069v1
	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
	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
	Estimating short time solar irradiation on a tilted plane from horizontal one using Artificial Neural Networks Gilles Notton , Kahina Dahmani , Rabah Dizene , Cyril Voyant , Marie Laure Nivet Conference on Energy Efficiency and Agricultural Engineering, Nov 2015, Rousse, Bulgaria. pp. 380-392 Communication dans un congrès hal-01243206v1
	Prédiction de concentration horaire d'ozone et de PM10 avec des Réseaux de Neurones Artificiels Wani W. Tamas , Gilles Notton , Christophe Paoli , Cyril Voyant , Marie Laure Nivet Séminaire Charmex SOP1, Jan 2014, Toulouse, France Communication dans un congrès hal-01062345v1
	Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions Cyril Voyant , Marie Laure Nivet , Christophe Paoli , Marc Muselli , Gilles Notton International Conference on Mathematical Modeling in Physical Sciences 2014, Aug 2014, Madrid, Spain Communication dans un congrès hal-00984948v1
	Estimation of 5-min solar global irradiation on tilted planes by ANN method in Bouzareah, Algeria Kahina Dahmani , Gilles Notton , Rabah Dizene , Christophe Paoli , Cyril Voyant Call for Papers The first International Conference on Nanoelectronics, Communications and Renewable Energy (ICNCRE'13), Sep 2013, Algeria Communication dans un congrès hal-00848841v1
	The global radiation forecasting based on NWP or stochastic modeling: an objective criterion of choice Cyril Voyant , Dahmani Kahina , Gilles Notton , Christophe Paoli , Marie Laure Nivet first International Conference on Nanoelectronics, Communications and Renewable Energy (ICNCRE'13), Sep 2013, Algeria Communication dans un congrès hal-00848844v1
	URBAN OZONE CONCENTRATION FORECASTING WITH ARTIFICIAL NEURAL NETWORK IN CORSICA Wani W. Tamas , Gilles Notton , Christophe Paoli , Cyril Voyant , Marie Laure Nivet Sustainable Solutions for Energy and Environment. EENVIRO 2013, Sep 2013, Buchatrest, Romania Communication dans un congrès hal-00830375v1
	Time series modeling with pruned multi-layer perceptron and 2-stage damped least-squares method Cyril Voyant , Wani W. Tamas , Christophe Paoli , Aurélia Balu , Marc Muselli International Conference on Mathematical Modeling in Physical Sciences, IC-MSQUARE, Sep 2013, Czech Republic. pp.1 Communication dans un congrès hal-00850687v1
	Atmospheric Pollutants concentration forecasting in Corsica Wani W. Tamas , Gilles Notton , Christophe Paoli , Jean Luc Savelli , Marie Laure Nivet 3nd Charmex International Workshop, Nov 2012, Cargese, France Communication dans un congrès hal-00763976v1

	Forecasting of Intermittent Solar Energy Resource Gilles Notton , Cyril Voyant Imene Yahyaoui. Advances in Renewable Energies and Power Technologies, Elsevier Science, pp.77-109, 2018, Advances in Renewable Energies and Power Technologies, 978-012-8131855 Chapitre d'ouvrage hal-01759851v1

	"SENSOR AUGMENTED WEATHER PREDICTION AT HIGH RESOLUTION" [ANR-21-CE04-0014-03]" PROJECT DMP Christophe Paoli , Jean-François Muzy , Frédéric Bosseur , Jean Baptiste Filippi , Marie Laure Nivet 2022 Autre publication scientifique hal-03737267v1

Cyril Voyant

Présentation

Publications

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

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

Multi-objective particle swarm optimal sizing of a renewable hybrid power plant with storage

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

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

Hybrid Renewable Power Plant Sizing - Graphical Decision Tool, Sensitivity Analysis and Applications in Ajaccio and Tilos

Prediction intervals for global solar irradiation forecasting using regression trees methods

Power ramp-rate control algorithm with optimal state-of-charge reference via dynamic programming.

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

Periodic Autoregressive Forecasting of Global Solar Irradiation Without Knowledge-based Model Implementation

Periodic autoregressive prediction of global radiation without knowledge- based model implementation

Solar irradiation nowcasting by stochastic persistence: a new parsimonious, simple and efficient forecasting tool

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

Machine Learning methods for solar radiation forecasting: a review

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

Hybridization of air quality forecasting models using machine learning and clustering: an original approach to detect pollutant peaks

Numerical weather prediction or stochastic modeling: an objective criterion of choice for the global radiation forecasting

Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method

Estimation of 5-min time-step data of tilted solar global irradiation using ANN model

Urban ozone concentration forecasting with artificial neural network in Corsica

Forecasting of three components of solar irradiation for building applications.

Difficulties of solar PV integration in island electrical networks – case study in the French islands

Machine Learning Methods for Solar Irradiation Forecasting: A Comparison in a Mediterranean Site

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

Multi-objective Particle Swarm optimal sizing of a renewable hybrid power plant with storage.

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

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

Estimating short time solar irradiation on a tilted plane from horizontal one using Artificial Neural Networks

Prédiction de concentration horaire d'ozone et de PM10 avec des Réseaux de Neurones Artificiels

Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions

Estimation of 5-min solar global irradiation on tilted planes by ANN method in Bouzareah, Algeria

The global radiation forecasting based on NWP or stochastic modeling: an objective criterion of choice

URBAN OZONE CONCENTRATION FORECASTING WITH ARTIFICIAL NEURAL NETWORK IN CORSICA

Time series modeling with pruned multi-layer perceptron and 2-stage damped least-squares method

Atmospheric Pollutants concentration forecasting in Corsica

Forecasting of Intermittent Solar Energy Resource

"SENSOR AUGMENTED WEATHER PREDICTION AT HIGH RESOLUTION" [ANR-21-CE04-0014-03]" PROJECT DMP