Fuzzy criticality assessment model for failure modes and effects analysis

This paper presents a tool for reliability and failure mode analysis based on an advanced version of the popular failure mode, effects and criticality analysis (FMECA) procedure. To help the analyst formulating efficiently effective criticality assessments of the possible causes of failure, the fuzzy logic technique is adopted. Particular attention has been devoted to support the maintenance staff with a fuzzy criticality assessment model easy to implement and design. To test the proposed methodology, an actual application concerning a process plant in milling field for human consumption flour is showed in the paper.

[1]  Marcello Braglia,et al.  Fuzzy modelling and analytical hierarchy processing as a means of quantifying risk levels associated with failure modes in production systems , 2000 .

[2]  T. R. Moss,et al.  Criticality analysis revisited , 1999 .

[3]  Michio Sugeno,et al.  Fuzzy systems theory and its applications , 1991 .

[4]  Anthony K. Mason,et al.  Obtaining fuzzy membership functions and rule sets in fuzzy expert systems with AHP , 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

[5]  Frank Klawonn,et al.  Foundations of fuzzy systems , 1994 .

[6]  Sheng‐Hsien Teng,et al.  Failure mode and effects analysis: An integrated approach for product design and process control , 1996 .

[7]  J. B. Bowles,et al.  Fuzzy logic prioritization of failures in a system failure mode, effects and criticality analysis , 1995 .

[8]  T. Saaty How to Make a Decision: The Analytic Hierarchy Process , 1990 .

[9]  Abdul Raouf,et al.  A revised failure mode and effects analysis model , 1996 .

[10]  J. Bowles,et al.  Application of fuzzy logic to reliability engineering , 1995, Proc. IEEE.

[11]  Dr. Hans Hellendoorn,et al.  An Introduction to Fuzzy Control , 1996, Springer Berlin Heidelberg.

[12]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[13]  Didier Dubois,et al.  Handling uncertainty with possibility theory and fuzzy sets in a satellite fault diagnosis application , 1996, IEEE Trans. Fuzzy Syst..

[14]  A. R. Abdelaziz A fuzzy-based power system reliability evaluation , 1999 .

[15]  P. O'Connor,et al.  Practical Reliability Engineering , 1981 .

[16]  Marcello Braglia,et al.  MAFMA: multi‐attribute failure mode analysis , 2000 .

[17]  J.B. Bowles,et al.  Using fuzzy logic for system criticality analysis , 1994, Proceedings of Annual Reliability and Maintainability Symposium (RAMS).

[18]  John S. de Coutinho,et al.  DIVISION OF ENGINEERING: FAILURE‐EFFECT ANALYSIS* , 1964 .

[19]  Warren Gilchrist,et al.  Modelling Failure Modes and Effects Analysis , 1993 .

[20]  R. Kieselbach,et al.  Systematic failure analysis using fault tree and fuzzy logic , 1997 .

[21]  T. Ross Fuzzy Logic with Engineering Applications , 1994 .