Integrating TOPSIS and DEMATEL methods to rank the risk of failure of FMEA

Kuei Hu Chang*, Yung-Chia Chang, Yu Tsai Lee

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

33 Scopus citations

Abstract

Failure mode and effect analysis (FMEA) is one of the risk analysis techniques recommended by international quality certification systems, such as ISO 9000, ISO/TS 16949, CE, and QS9000. Most current FMEA methods use the risk priority number (RPN) value to evaluate the risk of failure. The RPN value is the mathematical product of the three parameters of a failure mode that is rated between 1 and 10 in terms of its severity (S), occurrence (O), and detection (D), respectively. However, the RPN method has been found with three main drawbacks: (1) high duplicate RPN values, (2) failure to consider the ordered weights of S, O, and D, and (3) failure to consider the direct and indirect relationships between the failure modes and causes of failure. Therefore, this paper integrates the technique for order preference by similarity to ideal solution (TOPSIS) and the decision-making trial and evaluation laboratory (DEMATEL) approach to rank the risk of failure. A case of an inlet plate ring that has been drawn from a professional mechanical factory is presented to further illustrate the proposed approach. After comparing the result that was obtained from the proposed method with the conventional RPN and DEMATEL methods, it was found that the proposed method can resolve the abovementioned RPN ranking issues and give a more appropriate risk assessment than other listed approaches to provide valuable information for the decision makers.

Original languageEnglish
Pages (from-to)1229-1257
Number of pages29
JournalInternational Journal of Information Technology and Decision Making
Volume13
Issue number6
DOIs
StatePublished - 16 Nov 2014

Keywords

  • DEMATEL
  • Failure mode and effect analysis
  • TOPSIS
  • risk priority number

Fingerprint Dive into the research topics of 'Integrating TOPSIS and DEMATEL methods to rank the risk of failure of FMEA'. Together they form a unique fingerprint.

Cite this