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

Internet

http://www.sciencedirect.com/science/article/pii/S2352484723009368

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