Risk assessment in system FMEA combining fuzzy weighted average with fuzzy decision-making trial and evaluation laboratory

International Journal of Computer Integrated Manufacturing

Volumn 28, Issue 7, 2015, Pages 701-714

  Liu, Hu Chen ^a,b   You, Jian Xin ^a,b   Lin, Qing Lian ^c   Li, Hui ^b,d  

^a SHANGHAI UNIVERSITY   (China)

^b TONGJI UNIVERSITY   (China)

^c XIAMEN UNIVERSITY   (China)

^d TONGJI UNIVERSITY SCHOOL OF MEDICINE   (China)

Author keywords

failure mode and effects analysis; fuzzy DEMATEL; fuzzy weighted average; risk assessment

Indexed keywords

DECISION MAKING; FAILURE MODES; LIQUID CRYSTAL DISPLAYS; STATISTICAL METHODS; THIN FILM TRANSISTORS;

FAILURE MODE AND EFFECTS ANALYSIS; FUZZY DECISION MAKING; FUZZY DEMATEL; FUZZY WEIGHTED AVERAGE; RISK ASSESSMENT METHODOLOGIES; RISK ASSESSMENT TOOL; RISK PRIORITY NUMBER; THIN FILM TRANSISTOR LIQUID CRYSTAL DISPLAYS;

RISK ASSESSMENT;

EID: 84929027745     PISSN: 0951192X     EISSN: 13623052     Source Type: Journal    
DOI: 10.1080/0951192X.2014.900865     Document Type: Article

References (44)

1. Baykasolu, A., V. Kaplanolu, Z. D. U. Durmuolu, and C. ?ahin. 2013. "Integrating Fuzzy DEMATEL and Fuzzy Hierarchical TOPSIS Methods for Truck Selection." Expert Systems with Applications 40 (3): 899-907. doi:10.1016/j. eswa.2012.05.046.
2. Bowles, J. B., and C. E. Peláez. 1995. "Fuzzy Logic Prioritization of Failures in a System Failure Mode, Effects and Criticality Analysis." Reliability Engineering & System Safety 50 (2): 203-213. doi:10.1016/0951-8320(95)00068-D.
3. Braglia, M., M. Frosolini, and R. Montanari. 2003. "Fuzzy Criticality Assessment Model for Failure Modes and Effects Analysis." International Journal of Quality & Reliability Management 20 (4): 503-524. doi:10.1108/02656710310468687.
4. Büyüközkan, G., and G. Çifçi. 2012. "A Novel Hybrid MCDM Approach Based on Fuzzy DEMATEL, Fuzzy ANP and Fuzzy TOPSIS to Evaluate Green Suppliers." Expert Systems with Applications 39 (3): 3000-3011. doi:10.1016/j.eswa.2011.08.162.
5. Cebi, S. 2013a. "Determining Importance Degrees of Website Design Parameters Based on Interactions and Types of Websites." Decision Support Systems 54 (2): 1030-1043. doi:10.1016/j.dss.2012.10.036.
6. Cebi, S. 2013b. "A Quality Evaluation Model for the Design Quality of Online Shopping Websites." Electronic Commerce Research and Applications 12 (2): 124-135. doi:10.1016/j.elerap.2012.12.001.
7. Chang, K. H. 2009. "Evaluate the Orderings of Risk for Failure Problems Using a More General RPN Methodology." Microelectronics Reliability 49 (12): 1586-1596. doi:10.1016/j.microrel.2009.07.057.
8. Chang, K. H., and C. H. Cheng. 2010. "A Risk Assessment Methodology Using Intuitionistic Fuzzy Set in FMEA." International Journal of Systems Science 41 (12): 1457-1471. doi:10.1080/00207720903353633.
9. Chang, K. H., and C. H. Cheng. 2011. "Evaluating the Risk of Failure Using the Fuzzy OWA and DEMATEL Method." Journal of Intelligent Manufacturing 22 (2): 113-129. doi:10.1007/s10845-009-0266-X.
10. Chen, C. T. 2001. "A Fuzzy Approach to Select the Location of the Distribution Center." Fuzzy Sets and Systems 118 (1): 65-73. doi:10.1016/S0165-0114(98)00459-X.
11. Chou, C. 2003. "The Canonical Representation of Multiplication Operation on Triangular Fuzzy Numbers." Computers & Mathematics with Applications 45 (10-11): 1601-1610. doi:10.1016/S0898-1221(03)00139-1.
12. Chou, Y. C., C. C. Sun, and H. Y. Yen. 2012. "Evaluating the Criteria for Human Resource for Science and Technology (HRST) Based on An Integrated Fuzzy AHP and Fuzzy DEMATEL Approach." Applied Soft Computing 12 (1): 64-71. doi:10.1016/j.asoc.2011.08.058.
13. Dalalah, D., M. Al-Tahat, and K. Bataineh. 2012. "Mutually Dependent Multi-Criteria Decision Making." Fuzzy Information and Engineering 4 (2): 195-216. doi:10.1007/s12543-012-0111-3.
14. Gabus, A., and E. Fontela. 1973. Perceptions of the World Problematique: Communication Procedure, Communicating with Those Bearing Collective Responsibility. Geneva: Battelle Geneva Research Centre.
15. Gargama, H., and S. K. Chaturvedi. 2011. "Criticality Assessment Models for Failure Mode Effects and Criticality Analysis Using Fuzzy Logic." IEEE Transactions on Reliability 60 (1): 102-110. doi:10.1109/TR.2010.2103672.
16. Hsu, C. C., and J. J. H. Liou. 2013. "An Outsourcing Provider Decision Model for the Airline Industry." Journal of Air Transport Management 28: 40-46. doi:10.1016/j. jairtraman.2012.12.009.
17. Huang, C. N., J. J. H. Liou, and Y. C. Chuang. 2014. "A Method for Exploring the Interdependencies and Importance of Critical Infrastructures." Knowledge-Based Systems 55 (0): 66-74. doi:10.1016/j.knosys.2013.10.010.
18. Kahraman, C., A. Kaya, and Ö. Envar. 2013. "Healthcare Failure Mode and Effects Analysis under Fuzziness." Human and Ecological Risk Assessment: An International Journal 19 (2): 538-552. doi:10.1080/10807039.2012.737753.
19. Lin, C. J., and W. W. Wu. 2004. "A Fuzzy Extension of the DEMATEL Method for Group Decision-Making." European Journal of Operational Research 156 (1): 445-455.
20. Lin, C. J., and W. W. Wu. 2008. "A Causal Analytical Method for Group Decision-Making under Fuzzy Environment." Expert Systems with Applications 34 (1): 205-213. doi:10.1016/j.eswa.2006.08.012.
21. Liou, T. S., and M. J. J. Wang. 1992. "Fuzzy Weighted Average: An Improved Algorithm." Fuzzy Sets and Systems 49 (3): 307-315. doi:10.1016/0165-0114(92)90282-9.
22. Liu, H. C., L. Liu, and P. Li. Forthcoming. "Failure Mode and Effects Analysis Using Intuitionistic Fuzzy Hybrid Weighted Euclidean Distance Operator." International Journal of Systems Science. doi:10.1080/00207721.2012.760669
23. Liu, H. C., L. Liu, P. Li, and Y. Z. Chen. 2014. "A Novel Approach for FMEA: Combination of Interval 2-Tuple Linguistic Variables and Grey Relational Analysis." Quality and Reliability Engineering International. doi: 10.1002/qre.1633.
24. Liu, H. C., L. Liu, and Q. L. Lin. 2013. "Fuzzy Failure Mode and Effects Analysis Using Fuzzy Evidential Reasoning and Belief Rule-Based Methodology." IEEE Transactions on Reliability 62 (1): 23-36. doi:10.1109/TR.2013.2241251.
25. Liu, H. C., L. Liu, and N. Liu. 2013. "Risk Evaluation Approaches in Failure Mode and Effects Analysis: A Literature Review." Expert Systems with Applications 40 (2): 828-838. doi:10.1016/j.eswa.2012.08.010.
26. Liu, H. C., L. Liu, N. Liu, and L. X. Mao. 2012. "Risk Evaluation in Failure Mode and Effects Analysis with Extended VIKOR Method under Fuzzy Environment." Expert Systems with Applications 39 (17): 12926-12934. doi:10.1016/j.eswa.2012.05.031.
27. Liu, H. C., M. L. Ren, J. Wu, and Q. L. Lin. Forthcoming. "An Interval 2-Tuple Linguistic MCDM Method for Robot Evaluation and Selection." International Journal of Production Research. doi:10.1080/00207543.2013.854939.
28. Lu, M. T., S. W. Lin, and G. H. Tzeng. 2013. "Improving RFID Adoption in Taiwan's Healthcare Industry Based on a DEMATEL Technique with A Hybrid MCDM Model." Decision Support Systems 56: 259-269. doi:10.1016/j. dss.2013.06.006.
29. Sankar, N. R., and B. S. Prabhu. 2001. "Modified Approach for Prioritization of Failures in a System Failure Mode and Effects Analysis." International Journal of Quality & Reliability Management 18 (3): 324-336. doi:10.1108/02656710110383737.
30. Seyed-Hosseini, S. M., N. Safaei, and M. J. Asgharpour. 2006. "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): 872-881. doi:10.1016/j.ress.2005.09.005.
31. Sharma, R. K., D. Kumar, and P. Kumar. 2005. "Systematic Failure Mode Effect Analysis (FMEA) Using Fuzzy Linguistic Modelling." International Journal of Quality & Reliability Management 22 (9): 986-1004. doi:10.1108/02656710510625248.
32. Song, W., X. Ming, Z. Wu, and B. Zhu. 2013. "Failure Modes and Effects Analysis Using Integrated Weight-Based Fuzzy TOPSIS." International Journal of Computer Integrated Manufacturing 26 (12): 1172-1186. doi:10.1080/0951192X.2013.785027.
33. Song, W., X. Ming, Z. Wu, and B. Zhu. Forthcoming. "A Rough TOPSIS Approach for Failure Mode and Effects Analysis in Uncertain Environments." Quality and Reliability Engineering International. doi: 10.1002/qre.1500.
34. Vinodh, S., S. Aravindraj, R. S. Narayanan, and N. Yogeshwaran. 2012. "Fuzzy Assessment of FMEA for Rotary Switches: A Case Study." The TQM Journal 24 (5): 461-475. doi:10.1108/17542731211261601.
35. Vujanovi, D., V. Momilovi, N. Bojovi, and V. Papi. 2012. "Evaluation of Vehicle Fleet Maintenance Management Indicators by Application of DEMATEL and ANP." Expert Systems with Applications 39 (12): 10552-10563. doi:10.1016/j.eswa.2012.02.159.
36. Wang, Y.M., K. S. Chin, G. K. K. Poon, and J. B. Yang. 2009. "Risk Evaluation in Failure Mode and Effects Analysis Using Fuzzy Weighted Geometric Mean." Expert Systems with Applications 36 (2): 1195-1207. doi:10.1016/j.eswa.2007.11.028.
37. Wu, L., Q. Zhang, L. Shan, and Z. Chen. 2013. "Identifying Critical Factors Influencing the Use of Additives by Food Enterprises in China." Food Control 31 (2): 425-432. doi:10.1016/j.foodcont.2012.10.028.
38. Wu, W. W. 2012. "Segmenting Critical Factors for Successful Knowledge Management Implementation Using the Fuzzy DEMATEL Method." Applied Soft Computing 12 (1): 527-535. doi:10.1016/j.asoc.2011.08.008.
39. Wu, W. W., and Y. T. Lee. 2007. "Developing Global Managers' Competencies Using the Fuzzy DEMATEL Method." Expert Systems with Applications 32 (2): 499-507. doi:10.1016/j. eswa.2005.12.005.
40. Xu, K., L. C. Tang, M. Xie, S. L. Ho, and M. L. Zhu. 2002. "Fuzzy Assessment of FMEA for Engine Systems." Reliability Engineering & System Safety 75 (1): 17-29. doi:10.1016/S0951-8320(01)00101-6.
41. Yang, J. P., H. Z. Huang, L. P. He, S. P. Zhu, and D. W. Wen. 2011. "Risk Evaluation in Failure Mode and Effects Analysis of Aircraft Turbine Rotor Blades Using Dempster-Shafer Evidence Theory under Uncertainty." Engineering Failure Analysis 18 (8): 2084-2092. doi:10.1016/j. engfailanal.2011.06.014.
42. Zadeh, L. A. 1965. "Fuzzy Sets." Information and Control 8 (3): 338-353. doi:10.1016/S0019-9958(65)90241-X.
43. Zadeh, L. A. 1975. "The Concept of A Linguistic Variable and Its Application to Approximate Reasoning-I." Information Sciences 8 (3): 199-249. doi:10.1016/0020-0255(75) 90036-5.
44. Zhang, Z. F., and X. N. Chu. 2011. "Risk Prioritization in Failure Mode and Effects Analysis under Uncertainty." Expert Systems with Applications 38 (1): 206-214. doi:10.1016/j. eswa.2010.06.046.