Short‐term wind speed multistep combined forecasting model based on two‐stage decomposition and LSTM

Abstract In order to better extract and study the characteristics of the wind speed in time‐domain and frequency‐domain, so as to solve the time‐domain randomness and frequency‐domain complexity problems of the wind speed signal, a combined short‐term prediction model (WD‐VMD‐DLSTM‐AT), which is bas...

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Principais autores:	Xuechao Liao, Zhenxing Liu, Wanxiong Deng
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	Wiley 2021-09-01
סדרה:	Wind Energy
נושאים:	attention mechanism LSTM (long‐short term memory) short‐term wind speed forecast VMD (variational mode decomposition) wavelet decomposition and reconstruction
גישה מקוונת:	https://doi.org/10.1002/we.2613
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