Wind power forecasting models are continuously being improved with the goal to increase the accuracy of the forecasts. Ongoing research areas include ensemble forecasting, uncertainty estimation of wind power generation, and forecasting of ramping events. An overview of wind power forecasting with examples of applications in power system operations can be found in Ernst et al. (2007). For a detailed review of state of the art wind power forecasting we refer to INESC (2009).