Social networks

    Export Publications

    Export the displayed publications:

    Researcher identifiers

    Number of documents

    36

    CV


    Cyril


    "Gilles Notton"   

    Journal articles16 documents

    • Cyril Voyant, Gilles Notton. Solar irradiation nowcasting by stochastic persistence: a new parsimonious, simple and efficient forecasting tool. Renewable and Sustainable Energy Reviews, In press. ⟨hal-01783937⟩
    • Cyril Voyant, Fabrice Motte, Gilles Notton, Alexis Fouilloy, Marie-Laure Nivet, et al.. Prediction intervals for global solar irradiation forecasting using regression trees methods. Renewable Energy, Elsevier, In press. ⟨hal-01741926⟩
    • Jean-Laurent Duchaud, Gilles Notton, Christophe Darras, Cyril Voyant. Power ramp-rate control algorithm with optimal state-of-charge reference via dynamic programming.. Energy, Elsevier, 2018, 149, pp.709-717. ⟨hal-01759746⟩
    • Cyril Voyant, Jan de Gooijer, Gilles Notton. Periodic Autoregressive Forecasting of Global Solar Irradiation Without Knowledge-based Model Implementation. Solar Energy, Elsevier, 2018. ⟨hal-01872340⟩
    • Cyril Voyant, Christophe Paoli, Marie-Laure Nivet, Gilles Notton, Fouilloy Alexis, et al.. Multi-layer Perceptron and Pruning. Turkish Journal of Forecasting, 2017, 1 (1), pp.1-8. ⟨hal-01591425⟩
    • Cyril Voyant, Gilles Notton, S. Kalogirou, Marie Laure Nivet, Christophe Paoli, et al.. Machine Learning methods for solar radiation forecasting: a review. Renewable Energy, Elsevier, 2017, 105, pp.569-582. ⟨10.1016/j.renene.2016.12.095⟩. ⟨hal-01426321⟩
    • Cyril Voyant, Gilles Notton, Soteris Kalogirou, Marie-Laure Nivet, Christophe Paoli, et al.. Machine learning methods for solar radiation forecasting: a review. Renewable Energy, Elsevier, 2017, 105, pp.569-582. ⟨hal-01591391⟩
    • Cyril Voyant, Fabrice Motte, Alexis Fouilloy, Gilles Notton, Christophe Paoli, et al.. Forecasting method for global radiation time series without training phase: comparison with other well-known prediction methodologies. Energy, Elsevier, 2017, 120, pp.199-208. ⟨hal-01591375⟩
    • Cyril Voyant, Gilles Notton, Christophe Paoli, Fouilloy Alexis, Fabrice Motte. Uncertainties in global radiation time series forecasting using machine learning: The multilayer perceptron case. Energy, Elsevier, 2017, 125, pp.248-257. ⟨hal-01591402⟩
    • Cyril Voyant, Gilles Notton, Christophe Paoli, Alexis Fouilloy, Fabrice Motte, et al.. Uncertainties in global radiation time series forecasting using machine learning: The multilayer perceptron case. Energy, Elsevier, 2017, ⟨10.1016/j.energy.2017.02.098⟩. ⟨hal-01470994⟩
    • Cyril Voyant, Fabrice Motte, Fouilloy Alexis, Gilles Notton, Christophe Paoli, et al.. Forecasting method for global radiation time series without training phase: comparison with other well-known prediction methodologies. Energy, Elsevier, 2016, 120, pp.196-208. ⟨10.1016/j.energy.2016.12.118⟩. ⟨hal-01423959⟩
    • 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, 16 (2), pp.405-416. ⟨hal-01243171⟩
    • 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, 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⟩

    Conference papers16 documents

    • Gilles Notton, Jean Laurent Duchaud, Marie Laure Nivet, Cyril Voyant, Fouilloy Alexis. Overview of the energy situation of French islands and focus on the Corsican situation. Clean Energy in European Islands, Apr 2018, Athènes, Greece. ⟨hal-01759942⟩
    • Alexis Fouilloy, Cyril Voyant, Gilles Notton, Marie Laure Nivet, Fabrice Motte, et al.. Global irradiation interval forecasts based on artificial neural network. 1st International web conference on forecasting, Oct 2017, Giresun Turkey. ⟨hal-01635195⟩
    • Cyril Voyant, Fabrice Motte, Alexis Fouilloy, Gilles Notton, Christophe Paoli, et al.. Kalman filtering and classical time series tools for global radiation prediction. 4th International Conference on Energy, Sustainability and Climate Change, IRCC, Jun 2017, Santorin, Greece. ⟨hal-01635209⟩
    • Cyril Voyant, Gilles Notton, Marie Laure Nivet, Fabrice Motte, Alexis Fouilloy, et al.. Bounded global irradiation prediction based on multilayer perceptron and time series formalism. ELMA, May 2017, Sofia, Bulgaria. ⟨hal-01635218⟩
    • Fouilloy Alexis, Gilles Notton, Cyril Voyant, Marie Laure Nivet, Fabrice Motte, et al.. Global irradiation interval forecasts based on artificial neural network. 1st International Web Conference on Forecasting – IWCF’2017, Oct 2017, Giresun University, Forecast Research Laboratory Turkey. ⟨hal-01759920⟩
    • Cyril Voyant, Gilles Notton, Marie Laure Nivet, Fabrice Motte, Fouilloy Alexis, et al.. Bounded global irradiation prediction based on multilayer perceptron and time series formalism. 15th Int. Conf. Electrical, Machines, Drives and Power Systems (IEEE), ELMA 2017, Jun 2017, Sofia, Bulgaria. pp.82-85. ⟨hal-01591620⟩
    • Elio Rebillout, Gilles Notton, Cyril Voyant, Andrei Damian, Rodica Frunzulica, et al.. Solar potential for building integrated solar collectors: Application in Bulgaria, Romania & France. 15th Int. Conf. Electrical, Machines, Drives and Power Systems (IEEE), ELMA 2017, UTS, Jun 2017, Sofia, Bulgaria. pp.86-90. ⟨hal-01591615⟩
    • Gilles Notton, Marie Laure Nivet, Fabrice Motte, Cyril Voyant, Fouilloy Alexis, et al.. Tilos, the first autonomous renewable green island in Mediterranean: A Horizon 2020 project. 15th Int. Conf. Electrical, Machines, Drives and Power Systems (IEEE), ELMA 2017, Jun 2017, Sofia, Bulgaria. pp.102-105. ⟨hal-01591625⟩
    • 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. pp. 380-392. ⟨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. ⟨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⟩
    • 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⟩
    • 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. ⟨hal-00830375⟩
    • 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. ⟨hal-00848841⟩
    • 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⟩
    • 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⟩

    Book sections3 documents

    • Gilles Notton, Cyril Voyant. Forecasting of Intermittent Solar Energy Resource. 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. ⟨hal-01759851⟩
    • Gilles Notton, Cyril Voyant. Prediction of renewable intermittent wind and solar production. Imene Yahyaoui. Advances in Renewable Energies and Power Technologies, In press, 9780128131855. ⟨Elsevier⟩. ⟨hal-01670124⟩
    • Gilles Notton, Dahmani Kahina, Rabah Dizene, Marie Laure Nivet, Cyril Voyant, et al.. Application of ANN methods for solar radiation estimation. Gayle Cain. Artificial Neural Networks: New Research, Chapter 5, Nova Science Publishers, 2016, Computer Science, Technology and Applications, 978-1-63485-964-6. ⟨hal-01591551⟩

    Preprints, Working Papers, ...1 document

    • Alexis Fouilloy, Cyril Voyant, Gilles Notton, Marie Laure Nivet, Jean Laurent Duchaud. Machine Learning Methods for Solar Irradiation Forecasting: A Comparison in a Mediterranean Site. 2017. ⟨hal-01635190⟩