Model building for wind speed and wind power prediction based on SVM

Wind power is the most convenient and matured form of renewable energy.But wind power is fluctuant,intermittent and stochastic.The large capacity wind power connecting into grid will bring serious challenge to the safety and stabilization of power system.Wind speed and wind power prediction is an effective way to solve this problem.The commonly used forecasting methods,or the prediction error is too large,or there are the problems such as over-learning,dimensionality disasters and the local extremum.Applying the Support Vector Machine(SVM) in the wind speed wind power prediction,will be significantly better than the usual method,the results is positive.