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

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
Main Authors: Shujun Ji, Linhao Zhang, Jinteng Wang, Tao Wei, Jiadong Li, Bu Ling, Jinglong Xu, Zuoping Wu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
LSSVM
dynamic particle swarm optimization algorithm
short-term
power load
radial basis kernel function
Online Access:https://ieeexplore.ieee.org/document/10879403/
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