A Hybrid Neural Network Model for Short-Term Wind Speed Forecasting

This study proposes an effective wind speed forecasting model combining a data processing strategy, neural network predictor, and parameter optimization method. (a) Variational mode decomposition (VMD) is adopted to decompose the wind speed data into multiple subseries where each subseries contains...

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Bibliografske podrobnosti

Principais autores:	Shengxiang Lv, Lin Wang, Sirui Wang
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2023-02-01
Serija:	Energies
Teme:	wind speed forecasting variational mode decomposition gated recurrent unit grid search rolling cross-validation
Online dostop:	https://www.mdpi.com/1996-1073/16/4/1841
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