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    25

    CV


    Cyril


    "Marc Muselli"   

    Journal articles13 documents

    • 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, 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⟩
    • 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⟩
    • 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, 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, 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, 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⟩
    • C. Darras, Marc Muselli, Philippe Poggi, Cyril Voyant, J.-C. Hoguet, et al.. PV output power fluctuations smoothing: the MYRTE platform experience. International Journal of Hydrogen Energy, Elsevier, 2012, 37 (19), pp.14015-14025. ⟨hal-00801625⟩
    • 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⟩
    • 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⟩
    • 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⟩
    • 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⟩

    Conference papers12 documents

    • 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. ⟨hal-01093635v2⟩
    • 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. ⟨hal-00984948⟩
    • 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. ⟨hal-01068569⟩
    • 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. ⟨hal-00850687⟩
    • 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. ⟨hal-00846839⟩
    • 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. ⟨hal-00848844⟩
    • 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. ⟨hal-00865919⟩
    • 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〉
    • 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. International Conference on Environment and Electrical Engineering, May 2010, Prague, Czech Republic. pp.49-52. ⟨hal-00485887⟩
    • 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. ⟨hal-00591306⟩
    • Christophe Paoli, Cyril Voyant, Marc Muselli, Marie Laure Nivet. Solar Radiation Forecasting Using Ad-Hoc Time Series Preprocessing and Neural Networks.. International Conference on Intelligent Computing (ICIC 2009), Sep 2009, Ulsan, North Korea. pp.898-907, ⟨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, ⟨10.4229/24thEUPVSEC2009-5BV.2.35⟩. ⟨hal-00442312⟩