Statistical distribution for wind power forecast error and its application to determine optimal size of energy storage system
A mixed distribution based on laplace and normal distribution is proposed to model the wind power forecast error. We estimate the penalties for prediction error in electricity market. Probabilistic optimization method is proposed to determine the optimal size of ESS for wind farm.
forecast error optimal size of ess wind energy statistical analysis energy storage system (ess) probabilistic method