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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Veröffentlicht in:	IEEE access Jg. 13; S. 32211 - 32224
Hauptverfasser:	Ji, Shujun, Zhang, Linhao, Wang, Jinteng, Wei, Tao, Li, Jiadong, Ling, Bu, Xu, Jinglong, Wu, Zuoping
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 2025
Schlagworte:	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-Zugang:	Volltext
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