Using Weather Predictions in a Grid for Efficient Regional Wind Power Density Forecasting

This article describes an efficient method to obtain the predictive distribution for a given regional wind power prediction. Based on the idea that similar weather situations in the region will provide similar uncertainties, we propose to condition the predictive density to the vector of wind speed predictions for some geographical coordinates spread over the region.