Gilles Notton

Overview

Best Publications

• Machine learning methods for solar radiation forecasting: A review

  Cyril Voyant;Gilles Notton;Soteris Kalogirou;Marie-Laure Nivet

  1758
  Citations

• Calculation of the polycrystalline PV module temperature using a simple method of energy balance

  Michel Mattei;Gilles Notton;Christian Cristofari;Marc Muselli

  706
  Citations

• Modelling of a double-glass photovoltaic module using finite differences

  Gilles Notton;Christian Cristofari;Michel Mattei;Philippe Poggi

  560
  Citations

• Design and techno-economical optimization for hybrid PV/wind system under various meteorological conditions

  Said Diaf;Gilles Notton;M. Belhamel;M. Haddadi

  542
  Citations

• Intermittent and stochastic character of renewable energy sources: Consequences, cost of intermittence and benefit of forecasting

  Gilles Notton;Marie-Laure Nivet;Cyril Voyant;Christophe Paoli

  526
  Citations

• Optimal sizing of a grid-connected PV system for various PV module technologies and inclinations, inverter efficiency characteristics and locations

  G Notton;V. D. Lazarov;L. S. Stoyanov;L. S. Stoyanov

  405
  Citations

• Solar radiation forecasting using artificial neural network and random forest methods: Application to normal beam, horizontal diffuse and global components

  L. Benali;G. Notton;A. Fouilloy;C. Voyant

  396
  Citations

• DESIGN OF HYBRID-PHOTOVOLTAIC POWER GENERATOR, WITH OPTIMIZATION OF ENERGY MANAGEMENT

  M. Muselli;G. Notton;A. Louche

  350
  Citations

• Correlations for direct normal and global horizontal irradiation on a French Mediterranean site

  A. Louche;G. Notton;P. Poggi;G. Simonnot

  237
  Citations

• Forecasting and simulating wind speed in Corsica by using an autoregressive model

  P Poggi;M Muselli;G Notton;C Cristofari

  203
  Citations

• PREDICTING HOURLY SOLAR IRRADIATIONS ON INCLINED SURFACES BASED ON THE HORIZONTAL MEASUREMENTS: PERFORMANCES OF THE ASSOCIATION OF WELL-KNOWN MATHEMATICAL MODELS

  G. Notton;P. Poggi;C. Cristofari

  160
  Citations

• Solar irradiation prediction with machine learning: Forecasting models selection method depending on weather variability

  Alexis Fouilloy;Cyril Voyant;Gilles Notton;Fabrice Motte

  155
  Citations

• Modelling and performance of a copolymer solar water heating collector

  C. Cristofari;G. Notton;P. Poggi;A. Louche

  138
  Citations

• PV-hybrid power systems sizing incorporating battery storage: an analysis via simulation calculations

  M Muselli;G Notton;P Poggi;A Louche

  132
  Citations

• Influence of the flow rate and the tank stratification degree on the performances of a solar flat-plate collector

  Christian Cristofari;Gilles Notton;Philippe Poggi;Alain Louche

  122
  Citations

• Performance evaluation of various hourly slope irradiation models using Mediterranean experimental data of Ajaccio

  G. Notton;C. Cristofari;P. Poggi

  113
  Citations

• Some applications of ANN to solar radiation estimation and forecasting for energy applications

  Gilles Notton;Cyril Voyant;Alexis Fouilloy;Jean Laurent Duchaud

  113
  Citations

• Importance of islands in renewable energy production and storage:The situation of the French islands.

  Gilles Notton

  110
  Citations

• Thermal behavior of a copolymer PV/Th solar system in low flow rate conditions

  Christian Cristofari;Gilles Notton;Jean Louis Canaletti

  108
  Citations

• Estimation of hourly global solar irradiation on tilted planes from horizontal one using artificial neural networks

  Gilles Notton;Christophe Paoli;Siyana Vasileva;Marie Laure Nivet

  107
  Citations

• Stochastic study of hourly total solar radiation in Corsica using a Markov model

  P. Poggi;G. Notton;M. Muselli;A. Louche

  106
  Citations