Reliability analysis and maintenance strategy for phased-mission balanced systems with flexible structure

IF 11 1区 工程技术 Q1 ENGINEERING, INDUSTRIAL
Lipo Mo, Shuyun Li, Siqi Wang
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引用次数: 0

Abstract

Balanced systems are widely applied in aeronautics, robotics and other engineering fields. In many practical cases, many balanced systems are required to complete a mission in multiple phases. Such systems usually have different system structures in each mission phase, but existing models are not sufficient to assess the system reliability, so the reliability model for phased-mission balanced systems is investigated in this paper. The system consists of multiple multi-state components, but different components are required to operate to complete different tasks in different phases. The components degradation process is described by the same continuous-time Markov process. All components need to work in similar states, which means that the difference between the maximum and minimum component states should not be greater than a critical value. In this paper, different Markov processes are constructed for each phase of the system. Markov process imbedding technique is applied to assess the system reliability at each phase. A maintenance strategy is designed, and the system state is detected between phases to determine whether maintenance should be carried out. Finally, an analytical example based on the production line balancing problem of a flexible manufacturing system (FMS) is presented to demonstrate the application of the proposed model.
柔性结构分阶段任务平衡系统可靠性分析与维护策略
平衡系统在航空航天、机器人等工程领域有着广泛的应用。在许多实际情况下,许多平衡系统需要在多个阶段完成任务。这类系统在每个任务阶段通常具有不同的系统结构,但现有的模型不足以评估系统的可靠性,因此本文研究了阶段任务平衡系统的可靠性模型。系统由多个多状态组件组成,但在不同的阶段需要不同的组件运行来完成不同的任务。部件退化过程用相同的连续马尔可夫过程来描述。所有组件都需要在相似的状态下工作,这意味着最大和最小组件状态之间的差异不应大于临界值。本文针对系统的每个阶段构造了不同的马尔可夫过程。采用马尔可夫过程嵌入技术对系统各阶段的可靠性进行评估。设计了维护策略,在各阶段之间检测系统状态,以确定是否需要进行维护。最后,以柔性制造系统(FMS)的生产线平衡问题为例,说明了该模型的应用。
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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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