Multi-factor failure mode critically analysis using TOPSIS

Subject Areas : Mathematical Optimization

a Sachdeva ¹ , D Kumar ² , P Kumar ³

1 - Research Scholar, Mechanical and Industrial Engineering Department, Indian Institute of Technology, Roorkee, India
2 - Professor, Mechanical and Industrial Engineering Department, Indian Institute of Technology, Roorkee, India
3 - Professor, Mechanical and Industrial Engineering Department, Indian Institute of Technology, Roorkee, India

Received: 2015-05-18 Accepted : 2015-05-18 Published : 2009-06-01

Keywords: TOPSIS, Maintenance, MCDM, Decision support system, FMECA,

Abstract :

The paper presents a multi-factor decision-making approach for prioritizing failure modes as an alternative to traditional approach of failure mode and effect analysis (FMEA). The approach is based on the ‘technique for order preference by similarity to ideal solution’ (TOPSIS). The priority ranking is formulated on the basis of six parameters (failure occurrence, non-detection, maintainability, spare parts, economic safety and eco-nomic cost). The Shannon`s entropy concept has been used for assigning objective weights to maintenance pa-rameters. The application of the approach has been reported with an actual case from a paper industry to illus-trate the use of the proposed methodology.