Ultra-Short-Term Wind Speed Forecasting Using the Hybrid Model of Subseries Reconstruction and Broad Learning System

Ultra-Short-Term Wind Speed Forecasting Using the Hybrid Model of Subseries Reconstruction and Broad Learning System

The traditional decomposition–combination wind speed forecasting model has high complexity and a long calculation time. As a result, an ultra-short-term wind speed hybrid forecasting model based on a broad learning system (BLS) that combines improved variational mode decomposition (EPSO-VMD, EVMD) a...

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Bibliographic Details
Main Authors: Ming Pang, Lei Zhang, Yajun Zhang, Ao Zhou, Jianming Dou, Zhepeng Deng
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Energies
Subjects:
ultra-short-term wind speed forecasting
broad learning system
variational mode decomposition
subseries reconstruction
sample entropy
Online Access:https://www.mdpi.com/1996-1073/15/12/4492

Internet

https://www.mdpi.com/1996-1073/15/12/4492

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