Wind power predictions from nowcasts to 4-hour forecasts: a learning approach with variable selection

Dimitri Bouche, Rémi Flamary, Florence d'Alché-Buc +4

We study short-term prediction of wind speed and wind power (every 10 minutes up to 4 hours ahead). Accurate forecasts for these quantities are crucial to mitigate the negative eff…