FMEA-based DEMATEL apportionment approach

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

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

Reliability allocation is one of the most important tools to improve system reliability, which totally influences product life cycle costs and system operational effectiveness. However, most reliability allocations methods often neglect many important features, such as maintainability and risk and do not consider indirect relations between subsystems or components. In this paper, an effective reliability allocation methodology has been developed using a system failure mode and effects analysis (FMEA) and decision-making trial and evaluation laboratory (DEMATEL) technique, which considers severity of failure, occurrence of a failure, and detection of a cause of failure in reliability design. It is an easy and effective approach, which uses system FMEA to determine subsystem allocation weighting factors and then uses the DEMATEL technique to consider the inter-relationships between subsystems and apportion reasonable reliability ratios into subsystems or components. This study evaluates reliability allocation in the context of a fighter aircraft engine data acquisition unit (EDAU). The results from comparison with traditional reliability methods show that the proposed method is both accurate and realistic.

Original languageEnglish
Pages (from-to)41-58
Number of pages18
JournalChung Cheng Ling Hsueh Pao/Journal of Chung Cheng Institute of Technology
Volume42
Issue number1
StatePublished - 1 Jan 2013

Keywords

  • Decision making trial and evaluation laboratory
  • Failure mode and effects analysis
  • Reliability allocation
  • Risk priority number

Fingerprint

Dive into the research topics of 'FMEA-based DEMATEL apportionment approach'. Together they form a unique fingerprint.

Cite this