Cyril Voyant

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

Gilles Notton, Marie Laure Nivet, Cyril Voyant et al. · Renewable and Sustainable Energy Reviews · 2018 · 511 citations · Full text

Distributed Energy System, Engineering, Smart Grid +8

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

L. Benali, Gilles Notton, Alexis Fouilloy et al. · Renewable Energy · 2018 · 384 citations

Engineering, Solar Power, Atmospheric Science +11

Forecasting of preprocessed daily solar radiation time series using neural networks

Christophe Paoli, Cyril Voyant, Marc Muselli et al. · Solar Energy · 2010 · 383 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +11

Numerical weather prediction (NWP) and hybrid ARMA/ANN model to predict global radiation

Cyril Voyant, Marc Muselli, Christophe Paoli et al. · Energy · 2012 · 265 citations · Full text

Meteorology, Global Radiation, Earth Science +8

A benchmarking of machine learning techniques for solar radiation forecasting in an insular context

Philippe Lauret, Cyril Voyant, Ted Soubdhan et al. · Solar Energy · 2015 · 240 citations · Full text

Solar Radiation Forecasting, Engineering, Machine Learning +10