no code implementations • 26 Sep 2014 • Cédric Join, Cyril Voyant, Michel Fliess, Marc Muselli, Marie Laure Nivet, Christophe Paoli, Frédéric Chaxel
This communication is devoted to solar irradiance and irradiation short-term forecasts, which are useful for electricity production.
no code implementations • 8 Jul 2014 • Cyril Voyant, Wani W. Tamas, Marie Laure Nivet, Gilles Notton, Christophe Paoli, Aurélia Balu, Marc Muselli
Then a classical batch process based on LMA is used with the new MLP.
no code implementations • 29 Apr 2014 • Cyril Voyant, Marie Laure Nivet, Christophe Paoli, Marc Muselli, Gilles Notton
In this paper, we propose to study four meteorological and seasonal time series coupled with a multi-layer perceptron (MLP) modeling.
no code implementations • 22 Jan 2014 • Cyril Voyant, Gilles Notton, Christophe Paoli, Marie Laure Nivet, Marc Muselli, Kahina Dahmani
Numerous methods exist and were developed for global radiation forecasting.
no code implementations • 18 Sep 2013 • Cyril Voyant, C. Darras, Marc Muselli, Christophe Paoli, Marie Laure Nivet, Philippe Poggi
In the first class, we include the multi-layer perceptron (MLP), auto-regressive and moving average (ARMA), and persistence models.
no code implementations • 8 Aug 2013 • Cyril Voyant, Wani W. Tamas, Christophe Paoli, Aurélia Balu, Marc Muselli, Marie Laure Nivet, Gilles Notton
Then a classical batch process based on LMA is used with the new MLP.
no code implementations • 22 Jul 2013 • Cyril Voyant, Christophe Paoli, Marc Muselli, Marie Laure Nivet
Considering the grid manager's point of view, needs in terms of prediction of intermittent energy like the photovoltaic resource can be distinguished according to the considered horizon: following days (d+1, d+2 and d+3), next day by hourly step (h+24), next hour (h+1) and next few minutes (m+5 e. g.).