Optimization of Catenary Maintenance Using Multi-Strategy Improved Dung Beetle Optimization Algorithm
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更新:2025-10-11 22:49:02 浏览:2次
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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
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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