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    Cyril


    Article dans une revue23 documents

    • Philippe Lauret, Cyril Voyant, Ted Soubdhan, Mathieu David, Philippe Poggi. A benchmarking of machine learning techniques for solar radiation forecasting in an insular context. Solar Energy, Elsevier, 2015, 112, pp.446 - 457. <10.1016/j.solener.2014.12.014>. <hal-01101564>
    • Cyril Voyant, Ted Soubdhan, Philippe Lauret, Mathieu David, Marc Muselli. Statistical parameters as a means to a priori assess the accuracy of solar forecasting models. Energy Journal, International Association for Energy Economics, 2015, pp.1. <hal-01180041>
    • Cyril Voyant, Ted Soubdhan, Philippe Lauret, Mathieu David, Marc Muselli. Statistical parameters as a means to a priori assess the accuracy of solar forecasting models. Atomic Energy Review, 2015, 90, <10.1016/j.energy.2015.07.089>. <hal-01319666>
    • Philippe Lauret, Cyril Voyant, Ted Soubdhan, Mathieu David, Philippe Poggi. A benchmarking of machine learning techniques for solar radiation forecastingin an insular context. Solar Energy, Elsevier, 2015, pp.00. <hal-01099211>
    • Wani Tamas, Gilles Notton, Christophe Paoli, Marie-Laure Nivet, Cyril Voyant. Hybridization of air quality forecasting models using machine learning and clustering: an original approach to detect pollutant peaks. Aerosol and Air Quality Research, 2015, Sous presse, 16 (2), pp.405-416. <hal-01243171>
    • Cyril Voyant, Gilles Notton, Christophe Paoli, Marie Laure Nivet, Marc Muselli, et al.. Numerical weather prediction or stochastic modeling: an objective criterion of choice for the global radiation forecasting. International Journal of Energy Technology and Policy, Inderscience, 2014. <hal-00934872>
    • Cyril Voyant, Pierrick Haurant, Marc Muselli, Christophe Paoli, Marie Laure Nivet. Time series modeling and large scale global solar radiation forecasting from geostationary satellites data. Solar Energy, Elsevier, 2014. <hal-00932955>
    • Wani Tamas, Gilles Notton, Christophe Paoli, Cyril Voyant, Marie Laure Nivet, et al.. Urban ozone concentration forecasting with artificial neural network in Corsica. Mathematical modelling in Civil Engineering, 2014, 1, pp.33-41. <hal-01062312>
    • Cyril Voyant, Wani Tamas, Marie Laure Nivet, Gilles Notton, Christophe Paoli, et al.. Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method. International Journal of Modelling, Identification and Control, Inderscience, 2014. <hal-01020794>
    • Kahina Dahmani, Rabah Dizene, Gilles Notton, Christophe Paoli, Cyril Voyant, et al.. Estimation of 5-min time-step data of tilted solar global irradiation using ANN model. Energy, Elsevier, 2014, 70, pp.374-381. <hal-01060219>
    • Cyril Voyant, Christophe Paoli, Marc Muselli, Marie Laure Nivet. Multi-horizon solar radiation forecasting for Mediterranean locations using time series models. Renewable and Sustainable Energy Reviews, Elsevier, 2013. <hal-00846823>
    • Cyril Voyant, Marc Muselli, Christophe Paoli, Marie Laure Nivet. Hybrid methodology for hourly global radiation forecasting in Mediterranean area. Renewable Energy, Elsevier, 2013, pp.1. <10.1016/j.renene.2012.10.049>. <hal-00750486>
    • Cyril Voyant, C. Darras, Marc Muselli, Christophe Paoli, Marie Laure Nivet, et al.. Bayesian rules and stochastic models for high accuracy prediction of solar radiation. Applied Energy, Elsevier, 2013. <hal-00862981>
    • Cyril Voyant, Daniel Julian, Rudy Roustit, Katia Biffi, Celine Lantieri Marcovici. Biological effects and equivalent doses in radiotherapy: a software solution. reports of practical oncology and radiotherapy, 2013. <hal-00853583>
    • Cyril Voyant, Prisca Randimbivololona, Marie Laure Nivet, Christophe Paoli, Marc Muselli. 24-hours ahead global irradiation forecasting using Multi-Layer Perceptron. Meteorological Applications, Wiley, 2013, pp.1. <hal-00770249>
    • Cyril Voyant, Marc Muselli, Christophe Paoli, Marie Laure Nivet. Numerical Weather Prediction (NWP) and hybrid ARMA/ANN model to predict global radiation. Energy, Elsevier, 2012, 39 (1), pp.341-355. <10.1016/j.energy.2012.01.006>. <hal-00657635>
    • C. Darras, Marc Muselli, Philippe Poggi, Cyril Voyant, J.-C. Hoguet, et al.. PV output power fluctuations smoothing: the MYRTE platform experience. International J of Hydrogen Energy, 2012, 37 (19), pp.14015-14025. <hal-00801625>
    • Cyril Voyant, Marc Muselli, Christophe Paoli, Marie Laure Nivet. Optimization of an artificial neural network dedicated to the multivariate forecasting of daily global radiation. Energy, Elsevier, 2011, 36 (1), pp.348-359. <10.1016/j.energy.2010.10.032>. <hal-00556471>
    • Cyril Voyant, Katia Biffi, Delphine Leschi, Jerome Briancon, Celine Lantieri Marcovici. Dosimetric uncertainties related to the elasticity of bladder and rectal walls: Adenocarcinoma of the prostate. Cancer Radiothérapie, Elsevier Masson, 2011, 15 (3), pp.168-240. <10.1016/j.canrad.2010.12.006>. <hal-00583222>
    • Cyril Voyant, Rudy Roustit, Ifer Tatje, Katia Biffi, Jerome Briancon, et al.. Therapeutic potential of atmospheric neutrons. Reports of Practical Oncology & Radiotherapy, 2011, pp.111. <10.1016/j.rpor.2010.11.002>. <hal-00557272>
    • Cyril Voyant. Mise en œuvre du contrôle de qualité d'une caméra TEMP-TDM. Médecine Nucléaire, 2010, pp.01.002. <10.1016/j.mednuc.2010.01.002>. <hal-00458358>
    • Christophe Paoli, Cyril Voyant, Marc Muselli, Marie Laure Nivet. Forecasting of preprocessed daily solar radiation time series using neural networks. Solar Energy, Elsevier, 2010, 84 (12), pp.2146-2160. <10.1016/j.solener.2010.08.011>. <hal-00537178>
    • Christophe Paoli, Cyril Voyant, Marc Muselli, Marie Laure Nivet. Forecasting of preprocessed daily solar radiation time series using neural networks. Solar Energy, Elsevier, 2010, pp.1-15. <10.1016/j.solener.2010.08.011>. <hal-00522627>

    Communication dans un congrès20 documents

    • Cédric Join, Michel Fliess, Cyril Voyant, Frédéric Chaxel. Solar energy production: Short-term forecasting and risk management. 8th IFAC Conference on Manufacturing Modelling, Management & Control (MIM 2016), Jun 2016, Troyes, France. 8th IFAC Conference on Manufacturing Modelling, Management & Control, 2016, <10.1016/j.ifacol.2016.07.790>. <hal-01272152v3>
    • Ted Soubdhan, Cyril Voyant, Philippe Lauret. INFLUENCE OF GLOBAL SOLAR RADIATION TYPICAL DAYS ON FORECASTING MODELS ERROR. The Third Southern African Solar Energy Conference (SASEC2015), May 2015, Kruger National Park, South Africa. <hal-01099487>
    • Cyril Voyant, Cédric Join, Michel Fliess, Marie-Laure Nivet, Marc Muselli, et al.. On meteorological forecasts for energy management and large historical data: A first look. International Conference on Renewable Energies and Power Quality (ICREPQ'15), Mar 2015, La Coruña, Spain. Renewable Energy and Power Quality Journal (RE&PQJ), 13 -- April 2015, 2015. <hal-01093635v2>
    • Gilles Notton, Kahina Dahmani, Rabah Dizene, Cyril Voyant, Marie Laure Nivet, et al.. Estimating short time solar irradiation on a tilted plane from horizontal one using Artificial Neural Networks. Conference on Energy Efficiency and Agricultural Engineering, Nov 2015, Rousse, Bulgaria. 6th International Proc. Conference on Energy Efficiency and Agricultural Engineering, pp. 380-392, 2015. <hal-01243206>
    • Cyril Voyant, Marie Laure Nivet, Christophe Paoli, Marc Muselli, Gilles Notton. Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions. International Conference on Mathematical Modeling in Physical Sciences 2014, Aug 2014, Madrid, Spain. 2014. <hal-00984948>
    • Wani Tamas, Gilles Notton, Christophe Paoli, Cyril Voyant, Marie Laure Nivet. Prédiction de concentration horaire d'ozone et de PM10 avec des Réseaux de Neurones Artificiels. Séminaire Charmex SOP1, Jan 2014, Toulouse, France. <hal-01062345>
    • Cédric Join, Cyril Voyant, Michel Fliess, Marc Muselli, Marie-Laure Nivet, et al.. Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study. 3rd International Symposium on Environment-Friendly Energies and Applications, EFEA 2014, Nov 2014, Paris, France. 2014. <hal-01068569>
    • Sylvain Cros, Olivier Liandrat, Nicolas Sébastien, Nicolas Schmutz, Cyril Voyant. CLEAR SKY MODELS ASSESSMENT FOR AN OPERATIONAL PV PRODUCTION FORECASTING SOLUTION. 28th European Photovoltaic Solar Energy Conference and Exhibition, Sep 2013, France. pp.5BV.4.69, 2013. <hal-00870092>
    • Cyril Voyant, Dahmani Kahina, Gilles Notton, Christophe Paoli, Marie Laure Nivet, et al.. The global radiation forecasting based on NWP or stochastic modeling: an objective criterion of choice. first International Conference on Nanoelectronics, Communications and Renewable Energy (ICNCRE'13), Sep 2013, Algeria. 2013. <hal-00848844>
    • Kahina Dahmani, Gilles Notton, Rabah Dizene, Christophe Paoli, Cyril Voyant, et al.. Estimation of 5-min solar global irradiation on tilted planes by ANN method in Bouzareah, Algeria. Call for Papers The first International Conference on Nanoelectronics, Communications and Renewable Energy (ICNCRE'13), Sep 2013, Algeria. 2013. <hal-00848841>
    • Pierrick Haurant, Cyril Voyant, Marc Muselli, Marie Laure Nivet, Christophe Paoli. HOURLY GLOBAL RADIATION PREDICTION FROM GEOSTATIONARY SATELLITE DATAHOURLY GLOBAL RADIATION PREDICTION FROM GEOSTATIONARY SATELLITE DATA. EU PVSEC 2013, Sep 2013, France. 2013. <hal-00865919>
    • Cyril Voyant, Wani Tamas, Christophe Paoli, Aurélia Balu, Marc Muselli, et al.. Time series modeling with pruned multi-layer perceptron and 2-stage damped least-squares method. International Conference on Mathematical Modeling in Physical Sciences, IC-MSQUARE, Sep 2013, Czech Republic. pp.1, 2013. <hal-00850687>
    • Wani Tamas, Gilles Notton, Christophe Paoli, Cyril Voyant, Marie Laure Nivet, et al.. URBAN OZONE CONCENTRATION FORECASTING WITH ARTIFICIAL NEURAL NETWORK IN CORSICA. Sustainable Solutions for Energy and Environment. EENVIRO 2013, Sep 2013, Buchatrest, Romania. 2013. <hal-00830375>
    • Christophe Paoli, Cyril Voyant, Marc Muselli, Marie Laure Nivet. Multi-horizon Irradiation Forecasting Using Time Series Models. 2013 ISES Solar World Congress, Nov 2013, Mexico. 2013. <hal-00846839>
    • Philippe Lauret, Auline Rodler, Marc Muselli, Mathieu David, Hadja Maïmouna Diagne, et al.. A BAYESIAN MODEL COMMITTEE APPROACH TO FORECASTING GLOBAL SOLAR RADIATION. WREF 2012 : World Renewable Energy Forum, May 2012, Denver, United States. pp.1, 2012. <hal-00682217>
    • Wani Tamas, Gilles Notton, Christophe Paoli, Jean Luc Savelli, Marie Laure Nivet, et al.. Atmospheric Pollutants concentration forecasting in Corsica. 3nd Charmex International Workshop, Nov 2012, Cargese, France. <hal-00763976>
    • Cyril Voyant, Marc Muselli, Christophe Paoli, Marie Laure Nivet. Optimization of an artificial neural network (ANN) dedicated to the daily global radiation and PV plant production forecasting using exogenous data. 25th European Photovoltaic Solar Energy Conference and Exhibition / 5th World Conference on Photovoltaic Energy Conversion, Sep 2010, Valencia, Spain. pp.5022 - 5024, 2010. <hal-00591306>
    • Christophe Paoli, Cyril Voyant, Marc Muselli, Marie Laure Nivet. Use of exogenous data to improve an artificial neural network dedicated to daily global radiation forecasting. IEEE. International Conference on Environment and Electrical Engineering, May 2010, Prague, Czech Republic. IEEE, pp.49-52, 2010, IEEE Xplore. <hal-00485887>
    • Christophe Paoli, Cyril Voyant, Marc Muselli, Marie Laure Nivet. Solar Radiation Forecasting Using Ad-Hoc Time Series Preprocessing and Neural Networks.. Springer Berlin / Heidelberg. International Conference on Intelligent Computing (ICIC 2009), Sep 2009, Ulsan, North Korea. Lecture Notes in Computer Science, 5754/2009, pp.898-907, 2009, Computer Science. <10.1007/978-3-642-04070-2_95>. <hal-00438781>
    • Cyril Voyant, Marc Muselli, Christophe Paoli, Marie Laure Nivet, Philippe Poggi, et al.. Predictability of PV power grid performance on insular sites without weather stations: use of artificial neural networks. 24th European Photovoltaic Solar Energy Conference, Sep 2009, Hamburg, Germany. pp.4141 - 4144, 2009, <10.4229/24thEUPVSEC2009-5BV.2.35>. <hal-00442312>

    Thèse1 document

    • Cyril Voyant. Prédiction de séries temporelles de rayonnement solaire global et de production d'énergie photovoltaïque à partir de réseaux de neurones artificiels. Énergie électrique. Université Pascal Paoli, 2011. Français. <tel-00635298>