Terminal optimization layout based on competitive mechanism particle swarm optimization algorithm

Distribution automation is an important means to improve power supply reliability, enhance power quality, and achieve safe and reliable operation of the distribution network. How to optimize the location of distribution automation terminals and achieve a balance between the reliability and economy of power supply in the distribution network is an important issue facin g the construction of the distribution network. A particle swarm optimization algorithm based on competition mechanism is proposed for optimizing the layout of distribution automation terminals. By introducing competition mechanism, the probability of the algorithm getting stuck in local optimal solutions is reduced and the convergence speed is improved to optimize the terminal layout.

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Publication Details

Journal
IET conference proceedings.
Published
2025-03-01
DOI
https://doi.org/10.1049/icp.2025.0710
Primary Topic
Advanced Manufacturing and Logistics Optimization
Type
article
Field-Weighted Citation Impact
0.00
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article

Terminal optimization layout based on competitive mechanism particle swarm optimization algorithm

Weichen Liang, Xinyue Zhang, Li Xuan, Yajuan Wang et al.
IET conference proceedings.
Advanced Manufacturing and Logistics Optimization
article

Terminal optimization layout based on competitive mechanism particle swarm optimization algorithm

Weichen Liang, Xinyue Zhang, Li Xuan, Yajuan Wang, Xinsheng Ma
article en

Abstract

Distribution automation is an important means to improve power supply reliability, enhance power quality, and achieve safe and reliable operation of the distribution network. How to optimize the location of distribution automation terminals and achieve a balance between the reliability and economy of power supply in the distribution network is an important issue facin g the construction of the distribution network. A particle swarm optimization algorithm based on competition mechanism is proposed for optimizing the layout of distribution automation terminals. By introducing competition mechanism, the probability of the algorithm getting stuck in local optimal solutions is reduced and the convergence speed is improved to optimize the terminal layout.

IET conference proceedings.Vol. 2024(33)
North China Electric Power University (CN), China Electric Power Research Institute
Openalex Percentile: Top 94%
Advanced Manufacturing and Logistics Optimization
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Terminal optimization layout based on competitive mechanism particle swarm optimization algorithm — Weichen Liang, Xinyue Zhang, et al. · IET conference proceedings. (2025) | TGRS Research Map | TGRS