A new method in failure mode and effects analysis based on evidential reasoning

International Journal of System Assurance Engineering and Management

Volumn 5, Issue 1, 2014, Pages 1-10

  Du, Yuxian ^a   Mo, Hongming ^a,b   Deng, Xinyang ^a   Sadiq, Rehan ^c   Deng, Yong ^a,d  

^a SOUTHWEST UNIVERSITY   (China)

^b Sichuan University of Nationalities ^*  (China)

^c UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^d VANDERBILT UNIVERSITY   (United States)

Author keywords

Evidential reasoning; Failure mode and effects analysis; Risk priority number; TOPSIS

Indexed keywords

AGGREGATES; FAILURE (MECHANICAL); FAILURE MODES; NUMERICAL METHODS; RISK ANALYSIS;

ATTRIBUTE INFORMATION; EVIDENTIAL REASONING; FAILURE MODE AND EFFECTS ANALYSIS; RANKING OF ALTERNATIVES; RISK PRIORITY NUMBER; TECHNIQUE FOR ORDER PREFERENCE BY SIMILARITY TO IDEAL SOLUTIONS; TOPSIS; WEIGHTED AVERAGE METHOD;

RISK ASSESSMENT;

EID: 84894674887     PISSN: 09756809     EISSN: 09764348     Source Type: Journal    
DOI: 10.1007/s13198-014-0218-5     Document Type: Article

References (50)

1. Abdelgawad M, Fayek AR (2010) Risk management in the construction industry using combined fuzzy FEMA and fuzzy AHP. J Constr Eng Manag 136(9):1028-1036
2. Bevilacqua M, Braglia M, Gabbrielli R (2000) Monte Carlo simulation approach for a modified FMECA in a power plant. Qual Reliab Eng Int 16(4):313-324
3. Bluvband Z, Grabov P (2009) Failure analysis of FMEA. In: Reliability and maintainability symposium 2009, RAMS 2009 annual, pp 344 - 347
4. Braglia M, Frosolini M, Montanari R (2003) Fuzzy TOPSIS approach for failure mode, effects and criticality analysis. Qual Reliab Eng Int 19(5):425-443
5. Cassanelli G, Mura G, Fantini F, Vanzi M, Plano B (2006) Failure analysis-assisted FMEA. Microelectron Reliab 46(9):1795-1799
6. Chang KH, Cheng CH (2011) Evaluating the risk of failure using the fuzzy OWA and DEMATEL method. J Intell Manuf 22(2):113-129
7. Chen LH, Ko WC (2009) Fuzzy linear programming models for new product design using QFD with FMEA. Appl Math Model 33(2):633-647
8. Chen SJJ, Hwang CL, Beckmann MJ, Krelle W (1992) Fuzzy multiple attribute decision making: methods and applications. Springer, New York
9. Chin KS, Chan A, Yang JB (2008) Development of a fuzzy FMEA based product design system. Int J Adv Manuf Technol 36(7):633-649
10. Chin KS, Wang YM, Poon GKK, Yang JB (2009a) Failure mode and effects analysis using a group-based evidential reasoning approach. Comput Oper Res 36(6):1768-1779
11. Chin KS, Wang YM, Poon GKK, Yang JB (2009b) Failure mode and effects analysis by data envelopment analysis. Decis Support Syst 48(1):246-256
12. Corbett CJ, Pan JN (2002) Evaluating environmental performance using statistical process control techniques. Eur J Oper Res 139(1):68-83
13. Fan ZP, Feng B (2009) A multiple attributes decision making method using individual and collaborative attribute data in a fuzzy environment. Inf Sci 179(20):3603-3618
14. Gao C, Wei D, Hu Y, Mahadevan S, Deng Y (2013) A modified evidential methodology of identifying influential nodes in weighted networks. Physica A 392(21):5490-5500
15. Garcia PAA, Schirru R, Frutuoso PF (2005) A fuzzy data envelopment analysis approach for FMEA. Prog Nucl Energy 46(3):359-373
16. Guimarães ACF, Franklin CM (2004) Effects analysis fuzzy inference system in nuclear problems using approximate reasoning. Ann Nucl Energy 31(1):107-115
17. Guimarães ACF, Lapa CMF, Moreira MDL (2011) Fuzzy methodology applied to probabilistic safety assessment for digital system in nuclear power plants. Nucl Eng Des 241(9):3967-3976
18. Hwang CL, Yoon KP (1981) Multiple attribute decision making. Springer, New York
19. Kahraman C, Engin O, Kabak Ö, Kaya İ (2009) Information systems outsourcing decisions using a group decision-making approach. Eng Appl Artif Intell 22(6):832-\841
20. Kang BY, Deng Y, Sadiq R, Mahadevan S (2012) Evidential cognitive maps. Knowl Syst 35:77-86
21. Karanki DR, Jadhav PA, Chandrakar A, Srividya A, Verma AK (2010) Uncertainty analysis in PSA with correlated input parameters. Int J Syst Assur Eng Manag 1(1):66-71
22. Kutlu AC, Ekmekçioǧlu M (2012) Fuzzy failure modes and effects analysis by using fuzzy TOPSIS-based fuzzy AHP. Expert Syst Appl 39(1):61-67
23. Liu HC, Liu L, Liu N, Mao LX (2012a) Risk evaluation in failure mode and effects analysis with extended VIKOR method under fuzzy environment. Expert Syst Appl 39(17):12926-12934
24. Liu J, Chan FTS, Li Y, Zhang YJ, Deng Y (2012b) A new optimal consensus method with minimum cost in fuzzy group decision. Knowl Syst 35:357-360
25. Liu HC, Liu L, Liu N (2013a) Risk evaluation approaches in failure mode and effects analysis: a literature review. Expert Syst Appl 40(2):828-838
26. Liu HC, Liu L, Lin QL (2013b) Fuzzy failure mode and effects analysis using fuzzy evidential reasoning and belief rule-based methodology. IEEE Trans Reliab 62(1):23-36
27. Narayanagounder S, Gurusami K (2009) A new approach for prioritization of failure modes in design FMEA using ANOVA. Proc World Acad Sci Eng Technol 37:524-531
28. Sadiq R, Najjaran H, Kleiner Y (2006) Investigating evidential reasoning for the interpretation of microbial water quality in a distribution network. Stoch Environ Res Risk Assess 21(1):63-73
29. Sadiq R, Kleiner Y, Rajani B (2007) Water quality failures in distribution networks risk analysis using fuzzy logic and evidential reasoning. Risk Anal 27(5):1381-1394
30. Sharma RK, Sharma P (2010) System failure behavior and maintenance decision making using RCA, FMEA and FM. J Qual Maint Eng 16(1):64-88
31. Sharma RK, Kumar D, Kumar P (2005) Systematic failure mode effect analysis (FMEA) using fuzzy linguistic modeling. Int J Qual Reliab Manag 22(9):986-1004
32. Shih HS (2008) Incremental analysis for MCDM with an application to group TOPSIS. Eur J Oper Res 186(2):720-734
33. Soderholm P, Karim R (2010) An enterprise risk management framework for evaluation of eMaintenance. Int J Syst Assur Eng Manag 1(3):219-228
34. Su XY, Deng Y, Mahadevan S, Bao QL (2012) An improved method for risk evaluation in failure modes and effects analysis of aircraft engine rotor blades. Eng Fail Anal 26(17):164-174
35. Tay KM, Lim CP (2006) Fuzzy FMEA with a guided rules reduction system for prioritization of failures. Int J Qual Reliab Manag 23(8):1047-1066
36. Teng SG, Ho SM (1996) Failure mode and effects analysis: an integrated approach for product design and process control. Int J Qual Reliab Manag 13(5):8-26
37. Wallnerström CJ, Bertling L, Tuan LA (2010) Risk and reliability assessment for electrical distribution systems and impacts of regulations with examples from Sweden. Int J Syst Assur Eng Manag 1(2):87-95
38. Wang YM, Yang JB, Xu DL (2006) Environmental impact assessment using the evidential reasoning approach. Eur J Oper Res 174(3):1885-1913
39. Wang YM, Chin KS, Poon GKK, Yang JB (2009) Risk evaluation in failure mode and effects analysis using fuzzy weighted geometric mean. Expert Syst Appl 36(2):1195-1207
40. Wei D, Deng X, Zhang X, Deng Y, Mahadevan S (2013) Identifying influential nodes in weighted networks based on evidence theory. Physica A 392(10):2564-2575
41. Xu K, Tang LC, Xie M, Ho SL, Zhu ML (2002) Fuzzy assessment of FMEA for engine systems. Reliab Eng Syst Saf 75(1):17-29
42. Yang JB, Xu DL (2002) On the evidential reasoning algorithm for multiple attribute decision analysis under uncertainty. IEEE Trans Syst Man Cybern A 32(3):289-304
43. Yang JB, Liu J, Wang J, Sii HS, Wang HW (2006a) Belief rule-base inference methodology using the evidential reasoning approach-RIMER. IEEE Trans Syst Man Cybern A 36(2):266-285
44. Yang JB, Wang YM, Xu DL, Chin KS (2006b) The evidential reasoning approach for MADA under both probabilistic and fuzzy uncertainties. Eur J Oper Res 171(1):309-343
45. Yang JP, Huang HZ, He LP, Zhu SP, Wen DW (2011) Risk evaluation in failure mode and effects analysis of aircraft turbine rotor blades using Dempster-Shafer evidence theory under uncertainty. Eng Fail Anal 18(8):2084-2092
46. Yoon KP, Hwang CL (1995) Multiple attribute decision making: an introduction, no. 07-104. Sage, Thousand Oaks
47. Zafiropoulos EP, Dialynas EN (2005) Reliability prediction and failure mode effects and criticality analysis (FMECA) of electronic devices using fuzzy logic. Int J Qual Reliab Manag 22(2):183-200
48. Zhang ZF, Chu XN (2011) Risk prioritization in failure mode and effects analysis under uncertainty. Expert Syst Appl 38(1):206-214
49. Zhang XG, Deng Y, Chan FTS, Xu PD, Mahadevan S, Hu Y (2013a) IFSJSP: a novel methodology for the Job-Shop Scheduling Problem based on intuitionistic fuzzy sets. Int J Prod Res 51(17):5100-5119
50. Zhang HX, Deng Y, Chan FTS, Zhang XG (2013b) A modified multi-criterion optimization genetic algorithm for order distribution in collaborative supply chain. Appl Math Model 37(14):7855-7864