Maintenance Scheduling for Multicomponent Systems with Hidden Failures

被引:42
作者
Liu, Bin [1 ]
Yeh, Ruey-Huei [2 ]
Xie, Min [1 ,3 ]
Kuo, Way [1 ]
机构
[1] City Univ Hong Kong, Dept Syst Engn & Engn Management, Kowloon 999077, Hong Kong, Peoples R China
[2] Natl Taiwan Univ Sci & Technol, Dept Ind Management, Taipei 106, Taiwan
[3] City Univ Hong Kong, Shenzhen Res Inst, Shenzhen 518000, Peoples R China
基金
中国国家自然科学基金;
关键词
Base interval approach; hidden failure; inspection-replacement policy; maintenance optimization; multicomponent system; PREVENTIVE MAINTENANCE; IMPERFECT MAINTENANCE; DETERIORATING SYSTEMS; DEGRADATION; POLICY; OPTIMIZATION; INTERVAL; RELIABILITY; SUBJECT;
D O I
10.1109/TR.2017.2740562
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper develops a maintenance policy for a multicomponent system subject to hidden failures. Components of the system are assumed to suffer from hidden failures, which can only be detected at inspection. The objective of the maintenance policy is to determine the inspection intervals for each component such that the long-run cost rate is minimized. Due to the dependence among components, an exact optimal solution is difficult to obtain. Concerned with the intractability of the problem, a heuristic method named "base interval approach" is adopted to reduce the computational complexity. Performance of the base interval approach is analyzed, and the result shows that the proposed policy can approximate the optimal policy within a small factor. Two numerical examples are presented to illustrate the effectiveness of the policy.
引用
收藏
页码:1280 / 1292
页数:13
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