Short-term wind speed prediction based on data preprocessing with discrete wavelet transform-mutual information and neural network

Accurate wind speed prediction can effectively reduce the wind abandon rate, thus reducing the operation cost of power system. However, the prediction of wind speed by a single algorithm may lead to incomplete extraction of relevant features and the possibility that irrelevant variables may cover up important variables. Therefore, this paper proposes a short-term wind speed prediction method based...