基于可靠度和成本优化的斜拉索维修策略分析
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(长沙理工大学 土木与环境工程学院,湖南 长沙 410114)

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通讯作者:

戴理朝(1989—),男,副教授,主要从事桥梁结构安全运维方面的研究工作。E-mail:lizhaod@csust.edu.cn

中图分类号:

U443.38

基金项目:

湖南省交通科技项目(201619)


Maintenance strategy analysis of stay cables based on reliability and cost optimization
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(School of Civil and Environmental Engineering, Changsha University of Science & Technology, Changsha 410114, China)

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    摘要:

    【目的】斜拉索维修养护方案的制定需要从多角度进行权衡,尽可能利用有限的资源,以获得最佳的维修效果,并保障其在服役期内安全运营。【方法】基于斜拉索抗力退化模型对斜拉索服役期内的时变可靠度进行了分析,以目标可靠度为基本约束条件,以斜拉索服役期内累积失效概率和维修经济成本同时最小为目标,基于预防性维修和必要性维修两种方式,建立斜拉索的组合维修策略模型,并应用非支配排序遗传算法(non-dominated sorting genetic algorithmⅡ,NSGA-Ⅱ)对该模型进行了求解,通过逼近理想解决策从大量的非支配解集中筛选得到最优的维修养护方案。【结果】相比仅采取必要性维修活动,采取适当的预防性维修活动构建组合维修策略明显减小了斜拉索构件可靠性退化的速率,并节省了7.4%的维修费用。【结论】利用建立的斜拉索抗力退化模型可实现斜拉索时变可靠度的计算分析,为斜拉索维修策略的优化提供性能指标依据。通过斜拉索组合维修策略实现了维修效果和经济成本的综合平衡,合理安排预防性维修活动的实施时间可减少必要性维修的次数,在满足性能要求的同时可节省大量维修经济成本。

    Abstract:

    [Purposes] The maintenance plan of the stay cables should be proposed by weighing decisions from various perspectives,in order to make the best use of limited resources to obtain the optimal maintenance effect and ensure a safe in-service operation.[Methods] Based on the resistance degradation model of stay cables, the time-varying reliability during the service period was analyzed.The reliability of the target was taken as the basic constraint.The cumulative failure probability and maintenance economic cost of the stay cable were expected to be minimized during the service period. Based on the preventive maintenance and necessary maintenance,a combined model of maintenance strategies for stay cables was established.The model was solved and analyzed by the non-dominant ranking genetic algorithm (non-dominated sorting genetic algorithm II, NSGA-II).By approximating the ideal solution decision,the optimal maintenance scheme was obtained from the selection of a large number of non-dominant solutions. [Findings] Compared with the necessary maintenance alone,the combination maintenance strategy formed by appropriate preventive maintenance activities significantly reduces the reliability degradation rate of stay cable components,saving 7.4% maintenance cost.[Conclusions] The results show that the time-varying reliability of the stay cable can be calculated and analyzed with the established cable resistance degradation model.This provides a performance index basis for the optimization of the stay cable maintenance strategy. The comprehensive balance between maintenance effect and economic cost is realized through the combined maintenance strategy of the stay cable. The reasonable time arrangement for the implementation of preventive maintenance activities can reduce the times of the necessary maintenance, save a large amount of maintenance costs while meeting the performance requirements.

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引用本文

郑铭,戴理朝,王磊.基于可靠度和成本优化的斜拉索维修策略分析[J].交通科学与工程,2025,41(1):112-119.
ZHENG Ming, DAI Lizhao, WANG Lei. Maintenance strategy analysis of stay cables based on reliability and cost optimization[J]. Journal of Transport Science and Engineering,2025,41(1):112-119.

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  • 收稿日期:2022-03-01
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  • 在线发布日期: 2025-02-26
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