Selective maintenance modeling for a multistate system with multistate components under imperfect maintenance

Mayank Pandey, Ming J. Zuo, Ramin Moghaddass

Research output: Contribution to journalArticle

68 Scopus citations

Abstract

In many industrial environments, maintenance is performed during successive mission breaks. In these conditions, it may not be feasible to perform all possible maintenance actions due to limited maintenance resources such as time, budget, repairman availability, etc. A subset of maintenance actions is then performed on selected components such that the system is able to meet the next mission requirement. Such a maintenance policy is called selective maintenance. In this article, a selective maintenance strategy is developed for a MultiState System (MSS). The system can have several finite levels of performance in an MSS. Previous studies on selective maintenance have solely focused on MSSs with binary components. However, components in an MSS may be in more than two possible states. Hence, a series-parallel MSS that consists of multistate components is considered in this article. Imperfect maintenance of a component is considered to be a maintenance option, along with the replacement and the do-nothing options. Maintenance resources need to be allocated such that maximum system reliability during the next mission is ensured. A universal generating function is used to determine system reliability. An illustrative example is presented that depicts the advantages of utilizing imperfect maintenance/repair options.

Original languageEnglish (US)
Pages (from-to)1221-1234
Number of pages14
JournalIIE Transactions (Institute of Industrial Engineers)
Volume45
Issue number11
DOIs
StatePublished - Nov 1 2013
Externally publishedYes

Keywords

  • Multistate system
  • imperfect repair
  • multistate components
  • selective maintenance
  • universal generating function

ASJC Scopus subject areas

  • Industrial and Manufacturing Engineering

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