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A hybrid model for multi-step wind speed forecasting based on secondary decomposition, deep learning, and error correction algorithms

Haiyan Xu,Yuqing Chang,Yong Zhao,Fuli Wang

2021 · DOI: 10.3233/JIFS-210779
Journal of Intelligent & Fuzzy Systems · 6 Citations

TLDR

A new hybrid model was proposed to improve wind speed forecasting performance, consisting of data pre-processing, model forecasting, and error correction (EC), and test results show that the forecasting performance of the proposed model is better than the other 13 models in three actual datasets.