Short-Term Wind Speed Forecasting Based on Hybrid Variational Mode Decomposition and Least Squares Support Vector Machine Optimized by Bat Algorithm Model

Short-Term Wind Speed Forecasting Based on Hybrid Variational Mode Decomposition and Least Squares Support Vector Machine Optimized by Bat Algorithm Model

With the integration of wind energy into electricity grids, wind speed forecasting plays an important role in energy generation planning, power grid integration and turbine maintenance scheduling. This study proposes a hybrid wind speed forecasting model to enhance prediction performance. Variationa...

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Bibliographic Details
Main Authors: Qunli Wu, Huaxing Lin
Format: Article
Language:English
Published: MDPI AG 2019-01-01
Series:Sustainability
Subjects:
Wind speed forecasting
variational mode decomposition (VMD)
least squares support vector machine (LSSVM)
bat algorithm (BA)
Online Access:https://www.mdpi.com/2071-1050/11/3/652

Internet

https://www.mdpi.com/2071-1050/11/3/652

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