Hybrid methodology for modeling short-term wind power generation using conditional Kernel density estimation and singular spectrum analysis

A fundamental part of the probabilistic forecasting of wind energy process is to take into account wind speed forecasts. To achieve accurate probabilistic forecast of wind output, it is developed a hybrid methodology using a nonparametric techniques known as SSA (Singular Spectrum Analysis) and (CKD...