Mid-long term load forecasting model based on support vector machine optimized by improved sparrow search algorithm

Mid-long term load forecasting model based on support vector machine optimized by improved sparrow search algorithm

The regression model based on the support vector machine (SVM) is a standard mid-term and long-term load forecasting method. However, the hyperparameters of traditional SVM are challenging to determine, leading to its poor forecasting effect. This paper proposes an improved sparrow search algorithm...

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Bibliographic Details
Main Authors: Jinghua Li, Yongsheng Lei, Shuhui Yang
Format: Article
Language:English
Published: Elsevier 2022-08-01
Series:Energy Reports
Subjects:
Mid-long term load forecasting
Support vector machine
Dynamic adaptive
T-distribution mutation
Improved sparrow search algorithm
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722004358

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http://www.sciencedirect.com/science/article/pii/S2352484722004358

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