22 citations · 27 across the 3 of their papers we have counts for
3 papers
Short-Term Forecasting of Energy Production and Consumption Using Extreme Learning Machine: A Comprehensive MIMO based ELM Approach
Cyril Voyant, Milan Despotovic, Luis Garcia-Gutierrez +5
A novel methodology for short-term energy forecasting using an Extreme Learning Machine () is proposed. Using six years of hourly data collected in Corsica (France) f…
Benchmarks for Solar Radiation Time Series Forecasting
Cyril Voyant, Gilles Notton, Jean-Laurent Duchaud +3
With an ever-increasing share of intermittent renewable energy in the world's energy mix,there is an increasing need for advanced solar power forecasting models to optimize the ope…
Complex-Valued Time Series Based Solar Irradiance Forecast
Cyril Voyant, Philippe Lauret, Gilles Notton +3
This paper describes a new way to predict real time series using complex-valued elements. An example is given in the case of the short-term probabilistic global solar irradiance fo…