Risk evaluation in failure mode and effects analysis with extended VIKOR method under fuzzy environment

Expert Systems with Applications

Volumn 39, Issue 17, 2012, Pages 12926-12934

  Liu, Hu Chen ^a   Liu, Long ^b   Liu, Nan ^c   Mao, Ling Xiang ^d  

^a TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

^b TONGJI UNIVERSITY   (China)

^c CHONGQING JIAOTONG UNIVERSITY   (China)

^d NANJING UNIVERSITY   (China)

Author keywords

Failure mode and effects analysis; Fuzzy sets; Risk evaluation; VIKOR method

Indexed keywords

FAILURE MODE AND EFFECTS ANALYSIS; FUZZY ENVIRONMENTS; LINGUISTIC VARIABLE; PRIORITIZATION; RISK ASSESSMENT TOOL; RISK EVALUATION; RISK FACTORS; RISK PRIORITY; RISK PRIORITY NUMBER; TRIANGULAR FUZZY NUMBERS; VIKOR METHOD;

FAILURE MODES; FUZZY SET THEORY; FUZZY SETS;

RISK ASSESSMENT;

EID: 84865045723     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.05.031     Document Type: Article

References (52)

1. J.B. Bowles, and C.E. Peláez Fuzzy logic prioritization of failures in a system failure mode, effects and criticality analysis Reliability Engineering & System Safety 50 2 1995 203 213
2. M. Braglia MAFMA: Multi-attribute failure mode analysis International Journal of Quality & Reliability Management 17 9 2000 1017 1033
3. M. Braglia, M. Frosolini, and R. Montanari Fuzzy criticality assessment model for failure modes and effects analysis International Journal of Quality & Reliability Management 20 4 2003 503 524
4. M. Braglia, M. Frosolini, and R. Montanari Fuzzy TOPSIS approach for failure mode, effects and criticality analysis Quality and Reliability Engineering International 19 5 2003 425 443
5. C.L. Chang, P.H. Liu, and C.C. Wei Failure mode and effects analysis using grey theory Integrated Manufacturing Systems 12 3 2001 211 216
6. C.L. Chang, C.C. Wei, and Y.H. Lee Failure mode and effects analysis using fuzzy method and grey theory Kybernetes 28 9 1999 1072 1080
7. K.H. Chang Evaluate the orderings of risk for failure problems using a more general RPN methodology Microelectronics Reliability 49 12 2009 1586 1596
8. K.H. Chang, and C.H. Cheng Evaluating the risk of failure using the fuzzy OWA and DEMATEL method Journal of Intelligent Manufacturing 22 2 2011 113 129
9. K.H. Chang, and T.C. Wen A novel efficient approach for DFMEA combining 2-tuple and the OWA operator Expert Systems with Applications 37 3 2010 2362 2370
10. C.T. Chen A fuzzy approach to select the location of the distribution center Fuzzy Sets and Systems 118 1 2001 65 73
11. K.S. Chin, A. Chan, and J.B. Yang Development of a fuzzy FMEA based product design system The International Journal of Advanced Manufacturing Technology 36 7 2008 633 649
12. K.S. Chin, Y.M. Wang, G.K.K. Poon, and J.B. Yang Failure mode and effects analysis by data envelopment analysis Decision Support Systems 48 1 2009 246 256
13. K.S. Chin, Y.M. Wang, G.K.K. Poon, and J.B. Yang Failure mode and effects analysis using a group-based evidential reasoning approach Computers & Operations Research 36 6 2009 1768 1779
14. W.C. Chou, and Y.P. Cheng A hybrid fuzzy MCDM approach for evaluating website quality of professional accounting firms Expert Systems with Applications 39 3 2012 2783 2793
15. Ford Motor Company (1988). Potential failure mode and effects analysis (FMEA) reference manual.
16. S. Ebrahimnejad, S.M. Mousavi, R. Tavakkoli-Moghaddam, H. Hashemi, and B. Vahdani A novel two-phase group decision making approach for construction project selection in a fuzzy environment Applied Mathematical Modelling 36 9 2012 4197 4217
17. P.A.A. Garcia, R. Schirru, and P.F. Frutuoso Emelo A fuzzy data envelopment analysis approach for FMEA Progress in Nuclear Energy 46 3-4 2005 359 373 (Pubitemid 41101276)
18. H. Gargama, and S.K. Chaturvedi Criticality assessment models for failure mode effects and criticality analysis using fuzzy logic IEEE Transactions on Reliability 60 1 2011 102 110
19. W. Gilchrist Modelling failure modes and effects analysis International Journal of Quality & Reliability Management 10 5 1993 16 23
20. Hsu, C. H.; Wang, F. K.; & Tzeng, G. H. (in press). The best vendor selection for conducting the recycled material based on a hybrid MCDM model combining DANP with VIKOR. Resources, Conservation and Recycling.
21. R. Jeya Girubha, and S. Vinodh Application of fuzzy VIKOR and environmental impact analysis for material selection of an automotive component Materials and Design 37 2012 478 486
22. M.S. Kuo, and G.S. Liang A soft computing method of performance evaluation with MCDM based on interval-valued fuzzy numbers Applied Soft Computing 12 1 2012 476 485
23. A.C. Kutlu, and M. Ekmekçioglu Fuzzy failure modes and effects analysis by using fuzzy TOPSIS-based fuzzy AHP Expert Systems with Applications 39 1 2012 61 67
24. C.H. Liu, G.H. Tzeng, and M.H. Lee Improving tourism policy implementation - The use of hybrid MCDM models Tourism Management 33 2 2012 413 426
25. H.C. Liu, L. Liu, Q.H. Bian, Q.L. Lin, N. Dong, and P.C. Xu Failure mode and effects analysis using fuzzy evidential reasoning approach and grey theory Expert Systems with Applications 38 4 2011 4403 4415
26. S. Opricovic Multi-criteria optimization of civil engineering systems 1998 Faculty of Civil Engineering Belgrade
27. S. Opricovic, and G.H. Tzeng Multicriteria planning of post-earthquake sustainable reconstruction Computer-Aided Civil and Infrastructure Engineering 17 3 2002 211 220 (Pubitemid 34458551)
28. S. Opricovic, and G.H. Tzeng Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS European Journal of Operational Research 156 2 2004 445 455
29. S. Opricovic, and G.H. Tzeng Extended VIKOR method in comparison with outranking methods European Journal of Operational Research 178 2 2007 514 529 (Pubitemid 44750475)
30. A. Pillay, and J. Wang Modified failure mode and effects analysis using approximate reasoning Reliability Engineering & System Safety 79 1 2003 69 85
31. J. Puente, R. Pino, P. Priore, and D. de la Fuente A decision support system for applying failure mode and effects analysis International Journal of Quality & Reliability Management 19 2 2002 137 150
32. A. Sanayei, S. Farid Mousavi, and A. Yazdankhah Group decision making process for supplier selection with VIKOR under fuzzy environment Expert Systems with Applications 37 1 2010 24 30
33. N.R. Sankar, and B.S. Prabhu Modified approach for prioritization of failures in a system failure mode and effects analysis International Journal of Quality & Reliability Management 18 3 2001 324 336
34. M.K. Sayadi, M. Heydari, and K. Shahanaghi Extension of VIKOR method for decision making problem with interval numbers Applied Mathematical Modelling 33 5 2009 2257 2262
35. S.M. Seyed-Hosseini, N. Safaei, and M.J. Asgharpour Reprioritization of failures in a system failure mode and effects analysis by decision making trial and evaluation laboratory technique Reliability Engineering & System Safety 91 8 2006 872 881
36. R.K. Sharma, D. Kumar, and P. Kumar Systematic failure mode effect analysis (FMEA) using fuzzy linguistic modelling International Journal of Quality & Reliability Management 22 9 2005 986 1004 (Pubitemid 41503921)
37. D.H. Stamatis Failure mode and effect analysis: FMEA from theory to execution 1995 ASQC Press New York
38. K.M. Tay, and C.P. Lim Fuzzy FMEA with a guided rules reduction system for prioritization of failures International Journal of Quality & Reliability Management 23 8 2006 1047 1066 (Pubitemid 44328310)
39. K.M. Tay, and C.P. Lim Enhancing the failure mode and effect analysis methodology with fuzzy inference techniques Journal of Intelligent & Fuzzy Systems 21 1-2 2010 135 146
40. G.H. Tzeng, C.W. Lin, and S. Opricovic Multi-criteria analysis of alternative-fuel buses for public transportation Energy Policy 33 11 2005 1373 1383 (Pubitemid 40058765)
41. Y.L. Wang, and G.H. Tzeng Brand marketing for creating brand value based on a MCDM model combining DEMATEL with ANP and VIKOR methods Expert Systems with Applications 39 5 2012 5600 5615
42. Y.M. Wang, K.S. Chin, G.K.K. Poon, and J.B. Yang Risk evaluation in failure mode and effects analysis using fuzzy weighted geometric mean Expert Systems with Applications 36 2 2009 1195 1207
43. R. Wirth, B. Berthold, A. Krämer, and G. Peter Knowledge-based support of system analysis for the analysis of failure modes and effects Engineering Applications of Artificial Intelligence 9 3 1996 219 229 (Pubitemid 126359725)
44. H.Y. Wu, J.K. Chen, I.S. Chen, and H.H. Zhuo Ranking universities based on performance evaluation by a hybrid MCDM model Measurement 45 2012 856 880
45. K. Xu, L.C. Tang, M. Xie, S.L. Ho, and M.L. Zhu Fuzzy assessment of FMEA for engine systems Reliability Engineering & System Safety 75 1 2002 17 29 (Pubitemid 33142182)
46. G.N. Yücenur, and N.Ç. Demirel Group decision making process for insurance company selection problem with extended VIKOR method under fuzzy environment Expert Systems with Applications 39 3 2012 3702 3707
47. N. Yalcin, A. Bayrakdaroglu, and C. Kahraman Application of fuzzy multi-criteria decision making methods for financial performance evaluation of Turkish manufacturing industries Expert Systems with Applications 39 1 2012 350 364
48. Z. Yang, S. Bonsall, and J. Wang Fuzzy rule-based Bayesian reasoning approach for prioritization of failures in FMEA IEEE Transactions on Reliability 57 3 2008 517 528
49. L.A. Zadeh Fuzzy sets Information and Control 8 3 1965 338 353
50. L.A. Zadeh The concept of a linguistic variable and its application to approximate reasoning - I Information Sciences 8 3 1975 199 249
51. M. Zeleny Multiple criteria decision making Vol. 25 1982 McGraw-Hill New York
52. Z.F. Zhang, and X.N. Chu Risk prioritization in failure mode and effects analysis under uncertainty Expert Systems with Applications 38 1 2011 206 214