Electric field calculation of transmission lines based on CSM and analysis of fiber optical cable hanging points

Abstract To address the low accuracy in electric field calculation for complex three-dimensional transmission lines and the multi-objective cooperative optimization of cable hanging points, an improved fusion model is proposed. This model integrates an enhanced sparrow search algorithm with the charge simulation method to optimize the position and magnitude of simulation charges through a dynamic chaotic mapping mechanism and a non-uniform segmented charge strategy. These improvements mitigate the high-curvature boundary errors associated with empirical charge setting in traditional methods. Experimental results demonstrated that after 500 iterations, the proposed algorithm achieved an average potential error of only 0.15225% at checkpoints, with most errors remaining below 0.5% and terminal errors not exceeding 3%. For multi-objective suspension point selection, a weighted comprehensive scoring method is used instead of traditional Pareto optimization or fuzzy membership functions to integrate constraints such as electric field strength, mechanical stability, leakage current, and anti-interference ability. This method offers superior engineering practicality and computational efficiency for decision-making under multiple constraints. The candidate hanging point M exhibits an electric field strength of 15.2 kV/m and a leakage current of 0.8 mA, which met safety standards and improved overall performance by 37.6%. The proposed model provides reliable technical support for smart grid transmission line planning and optical cable deployment, with potential applications in multi-physical field coupling and ultra-high-voltage direct current scenarios.

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Publication Details

Journal
Sustainable Energy Research
Published
2025-11-07
DOI
https://doi.org/10.1186/s40807-025-00217-4
Primary Topic
Magneto-Optical Properties and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Electric field calculation of transmission lines based on CSM and analysis of fiber optical cable hanging points

Junwei Ma, Meiru Huo, Xiaowei Hao, J. Z. Zhang et al.
Sustainable Energy Research
Magneto-Optical Properties and Applications
article

Electric field calculation of transmission lines based on CSM and analysis of fiber optical cable hanging points

Junwei Ma, Meiru Huo, Xiaowei Hao, J. Z. Zhang, Lei Zhu, Yang Li, Min Zhao, Yinghao Gao
article en

Abstract

Abstract To address the low accuracy in electric field calculation for complex three-dimensional transmission lines and the multi-objective cooperative optimization of cable hanging points, an improved fusion model is proposed. This model integrates an enhanced sparrow search algorithm with the charge simulation method to optimize the position and magnitude of simulation charges through a dynamic chaotic mapping mechanism and a non-uniform segmented charge strategy. These improvements mitigate the high-curvature boundary errors associated with empirical charge setting in traditional methods. Experimental results demonstrated that after 500 iterations, the proposed algorithm achieved an average potential error of only 0.15225% at checkpoints, with most errors remaining below 0.5% and terminal errors not exceeding 3%. For multi-objective suspension point selection, a weighted comprehensive scoring method is used instead of traditional Pareto optimization or fuzzy membership functions to integrate constraints such as electric field strength, mechanical stability, leakage current, and anti-interference ability. This method offers superior engineering practicality and computational efficiency for decision-making under multiple constraints. The candidate hanging point M exhibits an electric field strength of 15.2 kV/m and a leakage current of 0.8 mA, which met safety standards and improved overall performance by 37.6%. The proposed model provides reliable technical support for smart grid transmission line planning and optical cable deployment, with potential applications in multi-physical field coupling and ultra-high-voltage direct current scenarios.

Sustainable Energy ResearchVol. 12(1)
State Grid Corporation of China (China) (CN)
Science and Technology Project of State Grid
Openalex Percentile: Top 67%
Magneto-Optical Properties and Applications
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