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

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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Bibliographic Details
Main Authors: Shengxiang Lv, Lin Wang, Sirui Wang
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Energies
Subjects:
wind speed forecasting
variational mode decomposition
gated recurrent unit
grid search
rolling cross-validation
Online Access:https://www.mdpi.com/1996-1073/16/4/1841

Internet

https://www.mdpi.com/1996-1073/16/4/1841

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