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Cyril Voyant

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35

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cyril-voyant
0000-0003-0242-7377
IdRef : 161422802

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christophe-paoli

	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
	Multi-layer Perceptron and Pruning Cyril Voyant , Christophe Paoli , Marie-Laure Nivet , Gilles Notton , Fouilloy Alexis Turkish Journal of Forecasting, 2017, 1 (1), pp.1-8 Article dans une revue hal-01591425v1
	Uncertainties in global radiation time series forecasting using machine learning: The multilayer perceptron case Cyril Voyant , Gilles Notton , Christophe Paoli , Alexis Fouilloy , Fabrice Motte Energy, 2017, 125, pp.248-257. ⟨10.1016/j.energy.2017.02.098⟩ Article dans une revue hal-01470994v1
	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
	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
	Multilayer Perceptron Approach for estimating 5-min and hourly horizontal global radiation from exogenous meteorological data in locations without solar measurements. Kahina Dahmani , Gilles Notton , C Voyant , Rabah Dizene , Christophe Paoli Renewable Energy, 2016, 90, pp.267-290 Article dans une revue hal-01291893v1
	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
	Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions. Cyril Voyant , Marie Laure Nivet , Christophe Paoli , Marc Muselli , Gilles Notton Journal of Physics: Conference Series, 2015, 3rd International Conference on Mathematical Modeling in Physical Sciences (IC-MSQUARE) Aug 2014 Madrid, 574 (1), pp.012064. ⟨10.1088/1742-6596/574/1/012064⟩ Article dans une revue hal-03041989v1
	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
	Time series modeling and large scale global solar radiation forecasting from geostationary satellites data Cyril Voyant , Pierrick Haurant , Marc Muselli , Christophe Paoli , Marie Laure Nivet Solar Energy, 2014 Article dans une revue hal-00932955v1
	Bayesian rules and stochastic models for high accuracy prediction of solar radiation Cyril Voyant , C. Darras , Marc Muselli , Christophe Paoli , Marie Laure Nivet Applied Energy, 2013 Article dans une revue hal-00862981v1
	Multi-horizon solar radiation forecasting for Mediterranean locations using time series models Cyril Voyant , Christophe Paoli , Marc Muselli , Marie Laure Nivet Renewable and Sustainable Energy Reviews, 2013 Article dans une revue hal-00846823v1
	24-hours ahead global irradiation forecasting using Multi-Layer Perceptron Cyril Voyant , Prisca Randimbivololona , Marie Laure Nivet , Christophe Paoli , Marc Muselli Meteorological Applications, 2013, pp.1 Article dans une revue hal-00770249v1
	Hybrid methodology for hourly global radiation forecasting in Mediterranean area Cyril Voyant , Marc Muselli , Christophe Paoli , Marie Laure Nivet Renewable Energy, 2013, pp.1. ⟨10.1016/j.renene.2012.10.049⟩ Article dans une revue hal-00750486v1
	Numerical Weather Prediction (NWP) and hybrid ARMA/ANN model to predict global radiation Cyril Voyant , Marc Muselli , Christophe Paoli , Marie Laure Nivet Energy, 2012, 39 (1), pp.341-355. ⟨10.1016/j.energy.2012.01.006⟩ Article dans une revue hal-00657635v1
	Forecasting of preprocessed daily solar radiation time series using neural networks Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet Solar Energy, 2010, 84 (12), pp.2146-2160. ⟨10.1016/j.solener.2010.08.011⟩ Article dans une revue hal-00537178v1
	Forecasting of preprocessed daily solar radiation time series using neural networks Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet Solar Energy, 2010, pp.1-15. ⟨10.1016/j.solener.2010.08.011⟩ Article dans une revue hal-00522627v1

	Tilos, the first autonomous renewable green island in Mediterranean: A Horizon 2020 project Gilles Notton , Marie Laure Nivet , Fabrice Motte , Cyril Voyant , Fouilloy Alexis 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
	Kalman filtering and classical time series tools for global radiation prediction Cyril Voyant , Fabrice Motte , Alexis Fouilloy , Gilles Notton , Christophe Paoli 4th International Conference on Energy, Sustainability and Climate Change, IRCC, Jun 2017, Santorin, Greece Communication dans un congrès hal-01635209v1
	Global irradiation interval forecasts based on artificial neural network Alexis Fouilloy , Cyril Voyant , Gilles Notton , Marie Laure Nivet , Fabrice Motte 1st International web conference on forecasting, Oct 2017, Giresun, Turkey Communication dans un congrès hal-01635195v1
	Bounded global irradiation prediction based on multilayer perceptron and time series formalism Cyril Voyant , Gilles Notton , Marie Laure Nivet , Fabrice Motte , Alexis Fouilloy ELMA, May 2017, Sofia, Bulgaria. pp.82-85 Communication dans un congrès hal-01635218v1
	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
	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
	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
	HOURLY GLOBAL RADIATION PREDICTION FROM GEOSTATIONARY SATELLITE DATAHOURLY GLOBAL RADIATION PREDICTION FROM GEOSTATIONARY SATELLITE DATA Pierrick Haurant , Cyril Voyant , Marc Muselli , Marie Laure Nivet , Christophe Paoli EU PVSEC 2013, Sep 2013, France Communication dans un congrès hal-00865919v1
	Multi-horizon Irradiation Forecasting Using Time Series Models Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet 2013 ISES Solar World Congress, Nov 2013, Mexico Communication dans un congrès hal-00846839v1
	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
	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
	Use of exogenous data to improve an artificial neural network dedicated to daily global radiation forecasting Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet International Conference on Environment and Electrical Engineering, May 2010, Prague, Czech Republic. pp.49-52 Communication dans un congrès hal-00485887v1
	Predictability of PV power grid performance on insular sites without weather stations: use of artificial neural networks Cyril Voyant , Marc Muselli , Christophe Paoli , Marie Laure Nivet , Philippe Poggi 24th European Photovoltaic Solar Energy Conference, Sep 2009, Hamburg, Germany. pp.4141 - 4144, ⟨10.4229/24thEUPVSEC2009-5BV.2.35⟩ Communication dans un congrès hal-00442312v1
	Solar Radiation Forecasting Using Ad-Hoc Time Series Preprocessing and Neural Networks. Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet International Conference on Intelligent Computing (ICIC 2009), Sep 2009, Ulsan, North Korea. pp.898-907, ⟨10.1007/978-3-642-04070-2_95⟩ Communication dans un congrès hal-00438781v1

	Application of ANN methods for solar radiation estimation Gilles Notton , Dahmani Kahina , Rabah Dizene , Marie Laure Nivet , Cyril Voyant Gayle Cain. Artificial Neural Networks: New Research, Chapter 5, Nova Science Publishers, 2016, Computer Science, Technology and Applications, 978-1-63485-964-6 Chapitre d'ouvrage hal-01591551v1

	"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