Short-Term Power Load Forecasting Based on DPSO-LSSVM Model

The accurate prediction of short-term power load is a critical element for maintaining the normal and stable operation of the power system. For short-term power load forecasting, the collected power load data is preprocessed to quantify temperature, weather, and date types. A short-term load forecas...

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Bibliographic Details

Published in:	IEEE access Vol. 13; pp. 32211 - 32224
Main Authors:	Ji, Shujun, Zhang, Linhao, Wang, Jinteng, Wei, Tao, Li, Jiadong, Ling, Bu, Xu, Jinglong, Wu, Zuoping
Format:	Journal Article
Language:	English
Published:	IEEE 2025
Subjects:	Accuracy Adaptation models Data models dynamic particle swarm optimization algorithm Heuristic algorithms Load modeling LSSVM Mathematical models Optimization power load Power system dynamics Prediction algorithms Predictive models radial basis kernel function short-term
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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