Abstract
In this paper, we explore two key issues inherent to the FMEA practice: the representation of diversified risk assessments of FMEA team members and the determination of priority ranking of failure modes. Specifically, a framework integrating cloud model, a new cognitive model for coping with fuzziness and randomness, and preference ranking organization method for enrichment evaluation (PROMETHEE) method, a powerful and flexible outranking decision-making method, is developed for managing the group behaviors in FMEA.
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Abdelhadi A (2018) Maintenance scheduling based on PROMETHEE method in conjunction with group technology philosophy. Int J Qual Reliab Manage 35(7):1423–1444
Adhikary DD, Bose GK, Bose D, Mitra S (2014) Multi criteria FMECA for coal-fired thermal power plants using COPRAS-G. Int J Qual Reliab Manage 31(5):601–614
Braaksma AJJ, Meesters AJ, Klingenberg W, Hicks C (2012) A quantitative method for failure mode and effects analysis. Int J Prod Res 50(23):6904–6917
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
Brans JP, Vincke P, Mareschal B (1986) How to select and how to rank projects: the PROMETHEE method. Eur J Oper Res 24(2):228–238
Chanamool N, Naenna T (2016) Fuzzy FMEA application to improve decision-making process in an emergency department. Appl Soft Comput 43:441–453
Chang TC, Wang H (2016) A multi criteria group decision-making model for teacher evaluation in higher education based on cloud model and decision tree. Eurasia J Math Sci Technol Educ 12(5):1243–1262
Chang CL, Wei CC, Lee YH (1999) Failure mode and effects analysis using fuzzy method and grey theory. Kybernetes 28(9):1072–1080
Christensen M, Rosenberg M, Mahon E, Pineda S, Rojas E, Soque V, Johansen ML (2016) Pivot nursing: an alternative to traditional ED triage. J Emerg Nurs 42(5):395–399
Guerrero HH, Bradley JR (2013) Failure modes and effects analysis: an evaluation of group versus individual performance. Prod Oper Manage 22(6):1524–1539
Hu YP, You XY, Wang L, Liu HC (2018) An integrated approach for failure mode and effect analysis based on uncertain linguistic GRA–TOPSIS method. Soft Comput. https://doi.org/10.1007/s00500-018-3480-7
Huang J, Li Z, Liu HC (2017) New approach for failure mode and effect analysis using linguistic distribution assessments and TODIM method. Reliab Eng Syst Saf 167:302–309
Jędrkiewicz R, Orłowski A, Namieśnik J, Tobiszewski M (2016) Green analytical chemistry introduction to chloropropanols determination at no economic and analytical performance costs? Talanta 147:282–288
Li DY, Liu CY, Gan WY (2009) A new cognitive model: cloud model. Int J Intell Syst 24(3):357–375
Li J, Zhang Q, Yan F, Zhong M (2017) A cloud model-based multi-level fuzzy comprehensive evaluation approach for financing credit of scientific & technological small-medium enterprises. J Differ Equ Appl 23(1–2):443–456
Liu HC, Liu L, Liu N (2013) Risk evaluation approaches in failure mode and effects analysis: a literature review. Expert Syst Appl 40(2):828–838
Liu HC, Li P, You JX, Chen YZ (2015a) A novel approach for FMEA: combination of interval 2-tuple linguistic variables and grey relational analysis. Qual Reliab Eng Int 31(5):761–772
Liu HC, You JX, Ding XF, Su Q (2015b) Improving risk evaluation in FMEA with a hybrid multiple criteria decision making method. Int J Qual Reliab Manage 32(7):763–782
Liu HC, You JX, Shan MM, Shao LN (2015c) Failure mode and effects analysis using intuitionistic fuzzy hybrid TOPSIS approach. Soft Comput 19(4):1085–1098
Liu HC, You JX, You XY, Shan MM (2015d) A novel approach for failure mode and effects analysis using combination weighting and fuzzy VIKOR method. Appl Soft Comput 28:579–588
Liu HC, You JX, Chen S, Chen YZ (2016) An integrated failure mode and effect analysis approach for accurate risk assessment under uncertainty. IIE Trans 48(11):1027–1042
Liu HC, Li Z, Song W, Su Q (2017) Failure mode and effect analysis using cloud model theory and PROMETHEE method. IEEE Trans Reliab 66(4):1058–1072
Liu HC, Wang LE, You XY, Wu SM (2018a) Failure mode and effect analysis with extended grey relational analysis method in cloud setting. Total Qual Manage Bus Excellence. https://doi.org/10.1080/14783363.2017.1337506
Liu HC, You XY, Tsung F, Ji P (2018b) An improved approach for failure mode and effect analysis involving large group of experts: an application to the healthcare field. Qual Eng. https://doi.org/10.1080/08982112.2018.1448089
Liu HC, Hu YP, Wang JJ, Sun MH (2018c) Failure mode and effects analysis using two-dimensional uncertain linguistic variables and alternative queuing method. IEEE Trans Reliab. https://doi.org/10.1109/tr.2018.2866029
Liu HC, Luan X, Li Z, Wu J (2018d) Linguistic Petri nets based on cloud model theory for knowledge representation and reasoning. IEEE Trans Knowl Data Eng 30(4):717–728
Liu HC, Wang LN, Li Z, Hu YP (2019a) Improving risk evaluation in FMEA with cloud model and hierarchical TOPSIS method. IEEE Trans Fuzzy Syst 27(1):84–95
Liu HC, You JX, Duan CY (2019b) An integrated approach for failure mode and effect analysis under interval-valued intuitionistic fuzzy environment. Int J Prod Econ 207:163–172
Lu Z, Sun X, Wang Y, Xu C (2019) Green supplier selection in straw biomass industry based on cloud model and possibility degree. J Clean Prod 209:995–1005
Nikouei MA, Oroujzadeh M, Mehdipour-Ataei S (2017) The PROMETHEE multiple criteria decision making analysis for selecting the best membrane prepared from sulfonated poly(ether ketone)s and poly(ether sulfone)s for proton exchange membrane fuel cell. Energy 119:77–85
Oliveira M, Fontes DBMM, Pereira T (2018) Evaluating vehicle painting plans in an automobile assembly plant using an integrated AHP-PROMETHEE approach. Int Trans Oper Res 25(4):1383–1406
Oltean-Dumbrava C, Watts G, Miah A (2016) Towards a more sustainable surface transport infrastructure: a case study of applying multi criteria analysis techniques to assess the sustainability of transport noise reducing devices. J Cleaner Prod 112(Part 4):2922–2934
Qi X, Liang C, Zhang J (2015) Generalized cross-entropy based group decision making with unknown expert and attribute weights under interval-valued intuitionistic fuzzy environment. Comput Ind Eng 79:52–64
Sen DK, Datta S, Patel SK, Mahapatra SS (2015) Multi-criteria decision making towards selection of industrial robot: exploration of PROMETHEE II method. Benchmarking 22(3):465–487
Shi H, Liu HC, Li P, Xu XG (2017) An integrated decision making approach for assessing healthcare waste treatment technologies from a multiple stakeholder. Waste Manage 59:508–517
Stamatakis A, Mandalaki M, Tsoutsos T (2016) Multi-criteria analysis for PV integrated in shading devices for Mediterranean region. Energy Build 117:128–137
Stamatis DH (2003) Failure mode and effect analysis: FMEA from theory to execution, 2nd edn. ASQ Quality Press, New York
Tabaraee E, Ebrahimnejad S, Bamdad S (2018) Evaluation of power plants to prioritise the investment projects using fuzzy PROMETHEE method. Int J Sustain Energ 37(10):941–955
Wang JQ, Peng JJ, Zhang HY, Liu T, Chen XH (2015) An uncertain linguistic multi-criteria group decision-making method based on a cloud model. Group Decis Negot 24(1):171–192
Wang D, Liu D, Ding H, Singh VP, Wang Y, Zeng X, Wu J, Wang L (2016) A cloud model-based approach for water quality assessment. Environ Res 148:24–35
Wang JJ, Miao ZH, Cui FB, Liu HC (2018) Robot evaluation and selection with entropy-based combination weighting and cloud TODIM approach. Entropy 20(5):349
Zadeh LA (1975) The concept of a linguistic variable and its application to approximate reasoning–I. Inf Sci 8(3):199–249
Zhang L, Wu X, Zhu H, AbouRizk SM (2017) Perceiving safety risk of buildings adjacent to tunneling excavation: an information fusion approach. Autom Constr 73:88–101
Zhang H, Dong Y, Palomares-Carrascosa I, Zhou H (2018a) Failure mode and effect analysis in a linguistic context: a consensus-based multiattribute group decision-making approach. IEEE Trans Reliab. https://doi.org/10.1109/tr.2018.2869787
Zhang T, Yan L, Yang Y (2018b) Trust evaluation method for clustered wireless sensor networks based on cloud model. Wireless Netw 24(3):777–797
Zhao H, You JX, Liu HC (2017) Failure mode and effect analysis using MULTIMOORA method with continuous weighted entropy under interval-valued intuitionistic fuzzy environment. Soft Comput 21(18):5355–5367
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Liu, HC. (2019). FMEA Using Cloud Model and PROMETHEE Method and Its Application to Emergency Department. In: Improved FMEA Methods for Proactive Healthcare Risk Analysis. Springer, Singapore. https://doi.org/10.1007/978-981-13-6366-5_9
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DOI: https://doi.org/10.1007/978-981-13-6366-5_9
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