Short-term wind power forecasting based on SSA-VMD-LSTM

Short-term wind power forecasting based on SSA-VMD-LSTM

Wind power forecasting plays a key role in balancing the power supply and load demand of the system. To achieve reasonable processing and decomposition of input data for power prediction, a combined forecasting model is proposed, in which Sparrow Search Algorithm (SSA) is adopted to optimize Variati...

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Bibliographic Details
Main Authors:	Xiaozhi Gao, Wang Guo, Chunxiao Mei, Jitong Sha, Yingjun Guo, Hexu Sun
Format:	Article
Language:	English
Published:	Elsevier 2023-10-01
Series:	Energy Reports
Subjects:	Wind power forecasting Sparrow search algorithm Variational mode decomposition Entropy weight method Grey relational analysis Combined prediction mode
Online Access:	http://www.sciencedirect.com/science/article/pii/S2352484723009368

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