Maintenance Scheduling for Multicomponent Systems with Hidden Failures

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

32 Scopus Citations
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Detail(s)

Original languageEnglish
Pages (from-to)1280-1292
Journal / PublicationIEEE Transactions on Reliability
Volume66
Issue number4
Online published4 Sep 2017
Publication statusPublished - Dec 2017

Abstract

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.

Research Area(s)

  • Base interval approach, hidden failure, inspection-replacement policy, maintenance optimization, multicomponent system, PREVENTIVE MAINTENANCE, IMPERFECT MAINTENANCE, DETERIORATING SYSTEMS, DEGRADATION, POLICY, OPTIMIZATION, INTERVAL, RELIABILITY, SUBJECT