Joint integrated importance measure For Multi-State Transition Systems

Shubin Si, Hongyan Dui, Zhiqiang Cai, Shudong Sun, Yingfeng Zhang

Research output: Contribution to journalArticlepeer-review

13 Scopus citations

Abstract

Integrated Manufacturing Technology, School of Mechatronics, Northwestern Polytechnical University, Shaanxi, P. R. China Joint reliability importance (JRI) evaluates the interaction of two components in contributing to the system reliability in a system. Traditional JRI measures mainly concern the change of the system reliability caused by the interactive change of the reliabilities of the two components and seldom consider the probability distributions, transition rates of the object component states, and system performance. This article extends the JRI concept of two components from multi-state systems to multi-state transition systems and mainly focuses on the joint integrated importance measure (JIIM) which considers the transition rates of component states. Firstly, the concept and physical meaning of JIIM in binary systems are described. Secondly, the JIIM for deterioration process (JIIMDP) and the JIIM for maintenance process (JIIMMP) in multi-state systems are studied respectively. The corresponding characteristics of JIIMDP and JIIMMP for series and parallel systems are also analyzed. Finally, an application to an offshore electrical power generation system is given to demonstrate the proposed JIIM.

Original languageEnglish
Pages (from-to)3846-3862
Number of pages17
JournalCommunications in Statistics - Theory and Methods
Volume41
Issue number21
DOIs
StatePublished - 2012

Keywords

  • Deterioration process
  • Joint reliability importance
  • Maintenance process
  • Performance utility
  • Reliability

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