ME-OWA based DEMATEL reliability apportionment method

Cheng Shih Liaw*, Yung-Chia Chang, Kuei Hu Chang, Thing Yuan Chang

*Corresponding author for this work

Research output: Contribution to journalArticle

47 Scopus citations

Abstract

The maximal entropy ordered weighted averaging (ME-OWA)-based decision making trial and evaluation laboratory (DEMATEL) method for reliability allocation has been examined. The assessment results show that most conventional reliability allocation methods have five fundamental problems. The first problem is the measurement scale; while the second problem is that the system allocation factors are not equally weighted to one another, the third problem is that most reliability allocations methods often neglect many important features, such as maintainability and risk issues. The fourth problem is that they do not consider indirect relations between subsystems or components, and the fifth problem is that they do not consider predicted failure rate in the apportionment process. This study evaluated reliability allocation using a fighter aircraft's digital flight control computer (DFLCC). The proposed method offers several benefits compared with current military and commercial approaches. The computational results clearly demonstrate the advantages of the proposed approach for solving the five fundamental problems.

Original languageEnglish
Pages (from-to)9713-9723
Number of pages11
JournalExpert Systems with Applications
Volume38
Issue number8
DOIs
StatePublished - 1 Aug 2011

Keywords

  • Decision making trial and evaluation laboratory (DEMATEL)
  • Feasibility-of-objectives technique
  • Maximal entropy ordered weighted averaging (ME-OWA)
  • Reliability allocation

Fingerprint Dive into the research topics of 'ME-OWA based DEMATEL reliability apportionment method'. Together they form a unique fingerprint.

  • Cite this