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Cyril Voyant

CV

26

Documents

Identifiants chercheurs

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

Présentation

Publications

841625

	Statistical parameters as a means to a priori assess the accuracy of solar forecasting models Cyril Voyant , Ted Soubdhan , Philippe Lauret , Mathieu David , Marc Muselli Energy, 2015, 90, pp.671-679. ⟨10.1016/j.energy.2015.07.089⟩ Article dans une revue hal-02462672v1
	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
	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
	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
	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
	PV output power fluctuations smoothing: the MYRTE platform experience C. Darras , Marc Muselli , Philippe Poggi , Cyril Voyant , J.-C. Hoguet International Journal of Hydrogen Energy, 2012, 37 (19), pp.14015-14025 Article dans une revue hal-00801625v1
	Optimization of an artificial neural network dedicated to the multivariate forecasting of daily global radiation Cyril Voyant , Marc Muselli , Christophe Paoli , Marie Laure Nivet Energy, 2011, 36 (1), pp.348-359. ⟨10.1016/j.energy.2010.10.032⟩ Article dans une revue hal-00556471v1
	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

	On meteorological forecasts for energy management and large historical data: A first look Cyril Voyant , Cédric Join , Michel Fliess , Marie-Laure Nivet , Marc Muselli International Conference on Renewable Energies and Power Quality, ICREPQ'15, Mar 2015, La Coruña, Spain Communication dans un congrès hal-01093635v2
	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
	Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study Cédric Join , Cyril Voyant , Michel Fliess , Marc Muselli , Marie-Laure Nivet 3rd International Symposium on Environment-Friendly Energies and Applications, EFEA 2014, Nov 2014, Paris, France Communication dans un congrès hal-01068569v1
	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
	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
	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
	A BAYESIAN MODEL COMMITTEE APPROACH TO FORECASTING GLOBAL SOLAR RADIATION Philippe Lauret , Auline Rodler , Marc Muselli , Mathieu David , Hadja Maïmouna Diagne WREF 2012 : World Renewable Energy Forum, May 2012, Denver, United States. pp.1 Communication dans un congrès hal-00682217v1
	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
	Optimization of an artificial neural network (ANN) dedicated to the daily global radiation and PV plant production forecasting using exogenous data Cyril Voyant , Marc Muselli , Christophe Paoli , Marie Laure Nivet 25th European Photovoltaic Solar Energy Conference and Exhibition / 5th World Conference on Photovoltaic Energy Conversion, Sep 2010, Valencia, Spain. pp.5022 - 5024 Communication dans un congrès hal-00591306v1
	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