273 citations · 402 across the 14 of their papers we have counts for
3 papers · 1 filter
Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study
Cédric Join, Cyril Voyant, Michel Fliess +4
This communication is devoted to solar irradiance and irradiation short-term forecasts, which are useful for electricity production. Several different time series approaches are em…
Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions
Cyril Voyant, Marie Laure Nivet, Christophe Paoli +2
In this paper, we propose to study four meteorological and seasonal time series coupled with a multi-layer perceptron (MLP) modeling. We chose to combine two transfer functions for…
Bayesian rules and stochastic models for high accuracy prediction of solar radiation
Cyril Voyant, C. Darras, Marc Muselli +3
It is essential to find solar predictive methods to massively insert renewable energies on the electrical distribution grid. The goal of this study is to find the best methodology…