Optimization of Catenary Maintenance Using Multi-Strategy Improved Dung Beetle Optimization Algorithm
编号:85 访问权限:仅限参会人 更新:2025-10-11 22:49:02 浏览:2次 口头报告

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摘要
With the aging of catenary components, maintenance faces growing challenges. Addressing the lack of theoretical support and over-reliance on empirical maintenance scheduling, this paper proposes a dual-objective optimization model for imperfect maintenance strategies. A hybrid failure rate model describes reliability under imperfect maintenance, while opportunistic maintenance is introduced to establish the cost function. The dual-objective model minimizes maintenance cost and maximizes reliability by optimizing opportunistic maintenance reliability thresholds. An Multi-Strategy Improved Dung Beetle Optimization algorithm incorporating Bernoulli mapping, improved sine strategy, nonlinear convergence factors, and Gaussian-Cauchy mutation is developed for solution. Case studies demonstrate the model and algorithm effectively formulate economical and reliable maintenance plans, significantly improving strategy flexibility and practicality.
关键词
Catenary system; Dung Beetle Optimization algorithm; Imperfect maintenance; Dual-objective optimization; Opportunistic maintenance
报告人
Chen Jie
Master's Student Southwest Jiaotong University

稿件作者
Chen Jie Southwest Jiaotong University
Gao Shibin Southwest Jiaotong University
Yu Long Southwest Jiaotong University
Liu Yigu Southwest Jiaotong University
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重要日期
  • 会议日期

    11月07日

    2025

    11月09日

    2025

  • 10月12日 2025

    初稿截稿日期

  • 10月20日 2025

    注册截止日期

主办单位
IEEE西南交通大学IAS学生分会
承办单位
西南交通大学电气工程学院
SPACI车网关系研究室
四川大学电力系统稳定与高压直流输电研究团队
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