To maintain the reliability of the power system to cover the load, a more flexible operation of conventional units is required. In order to properly model the uncertainties of wind power, a scenario grid is constructed based on a cluster analysis of historical data. Figure 7.1A illustrates a simplified scenario grid describing the stochastic wind power generation.