A VMD–CISSA–LSSVM Based Electricity Load Forecasting Model

A VMD–CISSA–LSSVM Based Electricity Load Forecasting Model

Accurate power load forecasting has an important impact on power systems. In order to improve the load forecasting accuracy, a new load forecasting model, VMD–CISSA–LSSVM, is proposed. The model combines the variational modal decomposition (VMD) data preprocessing method, the sparrow search algorith...

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Bibliographic Details
Main Authors: Guijuan Wang, Xinheng Wang, Zuoxun Wang, Chunrui Ma, Zengxu Song
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Mathematics
Subjects:
load forecasting
chaotic mapping
sparrow search algorithm
machine learning
Online Access:https://www.mdpi.com/2227-7390/10/1/28

Internet

https://www.mdpi.com/2227-7390/10/1/28

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