Preventive maintenance strategy for multi-component systems in dynamic risk assessment

IF 9.4 1区 工程技术 Q1 ENGINEERING, INDUSTRIAL Reliability Engineering & System Safety Pub Date : 2024-10-29 DOI:10.1016/j.ress.2024.110611
Chengjie Zhang, Zhigeng Fang, Wenjie Dong
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Abstract

As the system operates, the system risk level will also dynamically change. In this paper, a dynamic risk assessment of the system is carried out by considering the system reliability and system risk losses, both of which vary over time. Then, based on the system risk level, different maintenance measures are applied to the components that have reached the preventive maintenance thresholds, including medium repair, major repair, and replacement. If the system risk is relatively light, low-cost medium repair will be adopted to save maintenance resources. Thus, a novel maintenance optimization strategy for multi-component systems considering the system risk level and aiming to minimize maintenance costs is proposed. Finally, the feasibility and effectiveness of the model are verified through a numerical case of the air conditioning temperature regulation subsystem.
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动态风险评估中的多组件系统预防性维护战略
随着系统的运行,系统风险水平也会发生动态变化。本文通过考虑随时间变化的系统可靠性和系统风险损失,对系统进行动态风险评估。然后,根据系统风险等级,对达到预防性维护阈值的部件采取不同的维护措施,包括中修、大修和更换。如果系统风险相对较轻,则采用低成本的中修,以节省维护资源。因此,针对多组件系统提出了一种考虑系统风险水平、以最小化维护成本为目标的新型维护优化策略。最后,通过空调温度调节子系统的数值案例验证了该模型的可行性和有效性。
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来源期刊
Reliability Engineering & System Safety
Reliability Engineering & System Safety 管理科学-工程:工业
CiteScore
15.20
自引率
39.50%
发文量
621
审稿时长
67 days
期刊介绍: Elsevier publishes Reliability Engineering & System Safety in association with the European Safety and Reliability Association and the Safety Engineering and Risk Analysis Division. The international journal is devoted to developing and applying methods to enhance the safety and reliability of complex technological systems, like nuclear power plants, chemical plants, hazardous waste facilities, space systems, offshore and maritime systems, transportation systems, constructed infrastructure, and manufacturing plants. The journal normally publishes only articles that involve the analysis of substantive problems related to the reliability of complex systems or present techniques and/or theoretical results that have a discernable relationship to the solution of such problems. An important aim is to balance academic material and practical applications.
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