A hybrid forecasting model for very short-term wind speed prediction based on secondary decomposition and deep learning algorithms
A hybrid forecasting model for very short-term wind speed prediction based on secondary decomposition and deep learning algorithms
Keke Ma,Wenyu Zhang,2 作者,W. Qiu
2023 · DOI: 10.1007/s12145-023-01044-1
Earth Science Informatics · 引用 7 次
TLDR
A hybrid forecasting model called WT-VMD-LSTM-TCN, where the wavelet transform is used to decompose the original wind speed into multiple detailed components and an approximate component, then the variational mode decomposition (VMD) is employed to further decomposes the first detailed component, and several intrinsic mode functions and a residual term are obtained.