Multi-step ahead wind speed forecasting using a hybrid model based on two-stage decomposition technique and AdaBoost-extreme learning machine
Multi-step ahead wind speed forecasting using a hybrid model based on two-stage decomposition technique and AdaBoost-extreme learning machine
Tian Peng,Jian-zhong Zhou,Chu Zhang,Yang Zheng
2017 · DOI: 10.1016/J.ENCONMAN.2017.10.021
146 Citations
TLDR
Results obtained from this study indicate that the proposed hybrid model can capture the nonlinear characteristics of wind speed time series and thus provide more accurate forecasting results compared with the other methods.