Maintenance scheduling for multicomponent systems with hidden failures

Bin Liu, Ruey-Huei Yeh, Min Xie, Way Kuo

Research output: Contribution to journalArticle

9 Citations (Scopus)

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.
LanguageEnglish
Pages1280-1292
Number of pages13
JournalIEEE Transactions on Reliability
Volume66
Issue number4
Early online date4 Sep 2017
DOIs
Publication statusPublished - 31 Dec 2017

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Inspection
Scheduling
Heuristic methods
Computational complexity
Costs

Keywords

  • base interval approach
  • hidden failure
  • inspection–replacement policy
  • maintenance optimization
  • multicomponent system

Cite this

Liu, Bin ; Yeh, Ruey-Huei ; Xie, Min ; Kuo, Way. / Maintenance scheduling for multicomponent systems with hidden failures. In: IEEE Transactions on Reliability. 2017 ; Vol. 66, No. 4. pp. 1280-1292.
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Maintenance scheduling for multicomponent systems with hidden failures. / Liu, Bin; Yeh, Ruey-Huei ; Xie, Min; Kuo, Way.

In: IEEE Transactions on Reliability, Vol. 66, No. 4, 31.12.2017, p. 1280-1292.

Research output: Contribution to journalArticle

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