{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,13]],"date-time":"2026-05-13T22:59:07Z","timestamp":1778713147063,"version":"3.51.4"},"reference-count":50,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2014,6,4]],"date-time":"2014-06-04T00:00:00Z","timestamp":1401840000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2015,4]]},"DOI":"10.1007\/s00500-014-1321-x","type":"journal-article","created":{"date-parts":[[2014,6,3]],"date-time":"2014-06-03T13:17:25Z","timestamp":1401801445000},"page":"1085-1098","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":138,"title":["Failure mode and effects analysis using intuitionistic fuzzy hybrid TOPSIS approach"],"prefix":"10.1007","volume":"19","author":[{"given":"Hu-Chen","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jian-Xin","family":"You","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meng-Meng","family":"Shan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lu-Ning","family":"Shao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,6,4]]},"reference":[{"issue":"1","key":"1321_CR1","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/S0165-0114(86)80034-3","volume":"20","author":"KT Atanassov","year":"1986","unstructured":"Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Set Syst 20(1):87\u201396","journal-title":"Fuzzy Set Syst"},{"issue":"8","key":"1321_CR2","doi-asserted-by":"crossref","first-page":"11363","DOI":"10.1016\/j.eswa.2009.03.039","volume":"36","author":"FE Boran","year":"2009","unstructured":"Boran FE, Gen\u00e7 S, Kurt M, Akay D (2009) A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method. Expert Syst Appl 36(8):11363\u201311368","journal-title":"Expert Syst Appl"},{"issue":"2","key":"1321_CR3","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/0951-8320(95)00068-D","volume":"50","author":"JB Bowles","year":"1995","unstructured":"Bowles JB, Pel\u00e1ez CE (1995) Fuzzy logic prioritization of failures in a system failure mode, effects and criticality analysis. Reliab Eng Syst Safe 50(2):203\u2013213","journal-title":"Reliab Eng Syst Safe"},{"issue":"5","key":"1321_CR4","doi-asserted-by":"crossref","first-page":"425","DOI":"10.1002\/qre.528","volume":"19","author":"M Braglia","year":"2003","unstructured":"Braglia M, Frosolini M, Montanari R (2003) Fuzzy TOPSIS approach for failure mode, effects and criticality analysis. Qual Reliab Eng Int 19(5):425\u2013443","journal-title":"Qual Reliab Eng Int"},{"issue":"1","key":"1321_CR5","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1007\/s00500-013-1045-3","volume":"18","author":"KH Chang","year":"2014","unstructured":"Chang KH (2014) A more general risk assessment methodology using a soft set-based ranking technique. Soft Comput 18(1):169\u2013183","journal-title":"Soft Comput"},{"key":"1321_CR6","doi-asserted-by":"crossref","unstructured":"Chang KH, Cheng CH (2010) A risk assessment methodology using intuitionistic fuzzy set in FMEA. Int J Syst Sci 41(12):1457\u2013 1471","DOI":"10.1080\/00207720903353633"},{"issue":"3","key":"1321_CR7","doi-asserted-by":"crossref","first-page":"2362","DOI":"10.1016\/j.eswa.2009.07.026","volume":"37","author":"KH Chang","year":"2010","unstructured":"Chang KH, Wen TC (2010) A novel efficient approach for DFMEA combining 2-tuple and the OWA operator. Expert Syst Appl 37(3):2362\u20132370","journal-title":"Expert Syst Appl"},{"issue":"3","key":"1321_CR8","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1007\/s00500-009-0403-7","volume":"14","author":"KH Chang","year":"2010","unstructured":"Chang KH, Cheng CH, Chang YC (2010) Reprioritization of failures in a silane supply system using an intuitionistic fuzzy set ranking technique. Soft Comput 14(3):285\u2013298","journal-title":"Soft Comput"},{"key":"1321_CR9","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1016\/j.engfailanal.2013.02.020","volume":"31","author":"KH Chang","year":"2013","unstructured":"Chang KH, Chang YC, Tsai IT (2013) Enhancing FMEA assessment by integrating grey relational analysis and the decision making trial and evaluation laboratory approach. Eng Fail Anal 31:211\u2013224","journal-title":"Eng Fail Anal"},{"key":"1321_CR10","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-46768-4","volume-title":"Fuzzy multiple attribute decision making: methods and applications","author":"SJ Chen","year":"1992","unstructured":"Chen SJ, Hwang CL, Hwang FP (1992) Fuzzy multiple attribute decision making: methods and applications. Springer, Berlin"},{"issue":"6","key":"1321_CR11","doi-asserted-by":"crossref","first-page":"1768","DOI":"10.1016\/j.cor.2008.05.002","volume":"36","author":"KS Chin","year":"2009","unstructured":"Chin KS, Wang YM, Poon GKK, Yang JB (2009) Failure mode and effects analysis using a group-based evidential reasoning approach. Comput Oper Res 36(6):1768\u20131779","journal-title":"Comput Oper Res"},{"issue":"1","key":"1321_CR12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s13198-014-0218-5","volume":"5","author":"Y Du","year":"2014","unstructured":"Du Y, Mo H, Deng X, Sadiq R, Deng Y (2014) A new method in failure mode and effects analysis based on evidential reasoning. Int J Syst Assur Eng Manag 5(1):1\u201310","journal-title":"Int J Syst Assur Eng Manag"},{"issue":"1","key":"1321_CR13","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1109\/TR.2010.2103672","volume":"60","author":"H Gargama","year":"2011","unstructured":"Gargama H, Chaturvedi SK (2011) Criticality assessment models for failure mode effects and criticality analysis using fuzzy logic. IEEE Trans Reliab 60(1):102\u2013110","journal-title":"IEEE Trans Reliab"},{"issue":"6","key":"1321_CR14","doi-asserted-by":"crossref","first-page":"1105","DOI":"10.1007\/s00521-012-0874-9","volume":"22","author":"A Hadi-Vencheh","year":"2013","unstructured":"Hadi-Vencheh A, Hejazi S, Eslaminasab Z (2013) A fuzzy linear programming model for risk evaluation in failure mode and effects analysis. Neural Comput Appl 22(6):1105\u20131113","journal-title":"Neural Comput Appl"},{"key":"1321_CR15","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1016\/j.oceaneng.2013.12.015","volume":"79","author":"S Helvacioglu","year":"2014","unstructured":"Helvacioglu S, Ozen E (2014) Fuzzy based failure modes and effect analysis for yacht system design. Ocean Eng 79:131\u2013141","journal-title":"Ocean Eng"},{"key":"1321_CR16","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-48318-9","volume-title":"Multiple attributes decision making methods and applications","author":"CL Hwang","year":"1981","unstructured":"Hwang CL, Yoon K (1981) Multiple attributes decision making methods and applications. Springer, Berlin"},{"issue":"2","key":"1321_CR17","doi-asserted-by":"crossref","first-page":"538","DOI":"10.1080\/10807039.2012.737753","volume":"19","author":"C Kahraman","year":"2013","unstructured":"Kahraman C, Kaya \u0130, \u015eenvar \u00d6 (2013) Healthcare failure mode and effects analysis under fuzziness. Hum Ecol Risk Assess 19(2):538\u2013552","journal-title":"Hum Ecol Risk Assess"},{"issue":"1","key":"1321_CR18","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1016\/j.eswa.2011.06.044","volume":"39","author":"AC Kutlu","year":"2012","unstructured":"Kutlu AC, Ekmek\u00e7io\u011flu M (2012) Fuzzy failure modes and effects analysis by using fuzzy TOPSIS-based fuzzy AHP. Expert Syst Appl 39(1):61\u201367","journal-title":"Expert Syst Appl"},{"key":"1321_CR19","doi-asserted-by":"crossref","first-page":"248","DOI":"10.1016\/j.ssci.2013.08.022","volume":"62","author":"QL Lin","year":"2014","unstructured":"Lin QL, Wang DJ, Lin WG, Liu HC (2014) Human reliability assessment for medical devices based on failure mode and effects analysis and fuzzy linguistic theory. Saf Sci 62:248\u2013256","journal-title":"Saf Sci"},{"issue":"4","key":"1321_CR20","doi-asserted-by":"crossref","first-page":"4403","DOI":"10.1016\/j.eswa.2010.09.110","volume":"38","author":"HC Liu","year":"2011","unstructured":"Liu HC, Liu L, Bian QH, Lin QL, Dong N, Xu PC (2011) Failure mode and effects analysis using fuzzy evidential reasoning approach and grey theory. Expert Syst Appl 38(4):4403\u20134415","journal-title":"Expert Syst Appl"},{"issue":"17","key":"1321_CR21","doi-asserted-by":"crossref","first-page":"12926","DOI":"10.1016\/j.eswa.2012.05.031","volume":"39","author":"HC Liu","year":"2012","unstructured":"Liu HC, Liu L, Liu N, Mao LX (2012) Risk evaluation in failure mode and effects analysis with extended VIKOR method under fuzzy environment. Expert Syst Appl 39(17):12926\u201312934","journal-title":"Expert Syst Appl"},{"key":"1321_CR22","doi-asserted-by":"crossref","unstructured":"Liu HC, Liu L, Li P (2013a) Failure mode and effects analysis using intuitionistic fuzzy hybrid weighted Euclidean distance operator. Int J Syst Sci. doi: 10.1080\/00207721.2012.760669","DOI":"10.1080\/00207721.2012.760669"},{"issue":"1","key":"1321_CR23","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1109\/TR.2013.2241251","volume":"62","author":"HC Liu","year":"2013","unstructured":"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\u201336","journal-title":"IEEE Trans Reliab"},{"issue":"2","key":"1321_CR24","doi-asserted-by":"crossref","first-page":"828","DOI":"10.1016\/j.eswa.2012.08.010","volume":"40","author":"HC Liu","year":"2013","unstructured":"Liu HC, Liu L, Liu N (2013c) Risk evaluation approaches in failure mode and effects analysis: a literature review. Expert Syst Appl 40(2):828\u2013838","journal-title":"Expert Syst Appl"},{"key":"1321_CR25","doi-asserted-by":"crossref","unstructured":"Liu HC, Li P, You JX, Chen YZ (2014a) A novel approach for FMEA: combination of interval 2-tuple linguistic variables and grey relational analysis. Qual Reliab Eng Int. doi: 10.1002\/qre.1633","DOI":"10.1002\/qre.1633"},{"issue":"10","key":"1321_CR26","doi-asserted-by":"crossref","first-page":"2867","DOI":"10.1080\/00207543.2013.854939","volume":"52","author":"HC Liu","year":"2014","unstructured":"Liu HC, Ren ML, Wu J, Lin QL (2014b) An interval 2-tuple linguistic MCDM method for robot evaluation and selection. Int J Prod Res 52(10):2867\u20132880","journal-title":"Int J Prod Res"},{"issue":"10","key":"1321_CR27","doi-asserted-by":"crossref","first-page":"4670","DOI":"10.1016\/j.eswa.2014.01.031","volume":"41","author":"HC Liu","year":"2014","unstructured":"Liu HC, You JX, Fan XJ, Lin QL (2014c) Failure mode and effects analysis using D numbers and grey relational projection method. Expert Syst Appl 41(10):4670\u20134679","journal-title":"Expert Syst Appl"},{"key":"1321_CR28","doi-asserted-by":"crossref","unstructured":"Liu HC, You JX, Lin QL, Li H (2014d) Risk assessment in system FMEA combining fuzzy weighted average with fuzzy decision making trial and evaluation laboratory. Int J Comput Integr Manuf. doi: 10.1080\/0951192X.2014.900865","DOI":"10.1080\/0951192X.2014.900865"},{"issue":"7","key":"1321_CR29","doi-asserted-by":"crossref","first-page":"3527","DOI":"10.1016\/j.eswa.2013.10.058","volume":"41","author":"S Mandal","year":"2014","unstructured":"Mandal S, Maiti J (2014) Risk analysis using FMEA: fuzzy similarity value and possibility theory based approach. Expert Syst Appl 41(7):3527\u20133537","journal-title":"Expert Syst Appl"},{"issue":"2","key":"1321_CR30","doi-asserted-by":"crossref","first-page":"17","DOI":"10.25102\/fer.2008.02.02","volume":"13","author":"JM Merig\u00f3","year":"2008","unstructured":"Merig\u00f3 JM, Gil Lafuente AM (2008) The generalized adequacy coefficient and its application in strategic decision making. Fuzzy Econ Rev 13(2):17\u201336","journal-title":"Fuzzy Econ Rev"},{"issue":"1","key":"1321_CR31","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1016\/S0951-8320(02)00179-5","volume":"79","author":"A Pillay","year":"2003","unstructured":"Pillay A, Wang J (2003) Modified failure mode and effects analysis using approximate reasoning. Reliab Eng Syst Safe 79(1):69\u201385","journal-title":"Reliab Eng Syst Safe"},{"key":"1321_CR32","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1016\/j.fss.2013.08.007","volume":"240","author":"X Sang","year":"2014","unstructured":"Sang X, Liu X (2014) An analytic approach to obtain the least square deviation OWA operator weights. Fuzzy Sets Syst 240:103\u2013116","journal-title":"Fuzzy Sets Syst"},{"issue":"8","key":"1321_CR33","doi-asserted-by":"crossref","first-page":"872","DOI":"10.1016\/j.ress.2005.09.005","volume":"91","author":"SM Seyed-Hosseini","year":"2006","unstructured":"Seyed-Hosseini SM, Safaei N, Asgharpour MJ (2006) Reprioritization of failures in a system failure mode and effects analysis by decision making trial and evaluation laboratory technique. Reliab Eng Syst Safe 91(8):872\u2013881","journal-title":"Reliab Eng Syst Safe"},{"issue":"9","key":"1321_CR34","doi-asserted-by":"crossref","first-page":"986","DOI":"10.1108\/02656710510625248","volume":"22","author":"RK Sharma","year":"2005","unstructured":"Sharma RK, Kumar D, Kumar P (2005) Systematic failure mode effect analysis (FMEA) using fuzzy linguistic modelling. Int J Qual Reliab Manage 22(9):986\u20131004","journal-title":"Int J Qual Reliab Manage"},{"key":"1321_CR35","doi-asserted-by":"crossref","unstructured":"Song W, Ming X, Wu Z, Zhu B (2013) Failure modes and effects analysis using integrated weight-based fuzzy TOPSIS. Int J Comput Integr Manuf 26(12):1172\u20131186","DOI":"10.1080\/0951192X.2013.785027"},{"key":"1321_CR36","doi-asserted-by":"crossref","unstructured":"Song W, Ming X, Wu Z, Zhu B (2014) A rough TOPSIS approach for failure mode and effects analysis in uncertain environments. Qual Reliab Eng Int 30(4):473\u2013486","DOI":"10.1002\/qre.1500"},{"key":"1321_CR37","volume-title":"Failure mode and effect analysis: FMEA from theory to execution","author":"DH Stamatis","year":"2003","unstructured":"Stamatis DH (2003) Failure mode and effect analysis: FMEA from theory to execution, 2nd edn. ASQC Quality Press, Milwaukee","edition":"2"},{"issue":"8","key":"1321_CR38","doi-asserted-by":"crossref","first-page":"1047","DOI":"10.1108\/02656710610688202","volume":"23","author":"KM Tay","year":"2006","unstructured":"Tay KM, Lim CP (2006) Fuzzy FMEA with a guided rules reduction system for prioritization of failures. Int J Qual Reliab Manage 23(8):1047\u20131066","journal-title":"Int J Qual Reliab Manage"},{"issue":"4","key":"1321_CR39","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1080\/0951192042000273122","volume":"18","author":"PC Teoh","year":"2005","unstructured":"Teoh PC, Case K (2005) An evaluation of failure modes and effects analysis generation method for conceptual design. Int J Comput Integ Manuf 18(4):279\u2013293","journal-title":"Int J Comput Integ Manuf"},{"issue":"1","key":"1321_CR40","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1016\/j.asoc.2012.08.020","volume":"13","author":"B Vahdani","year":"2013","unstructured":"Vahdani B, Tavakkoli-Moghaddam R, Mousavi SM, Ghodratnama A (2013) Soft computing based on new interval-valued fuzzy modified multi-criteria decision-making method. Appl Soft Comput 13(1):165\u2013172","journal-title":"Appl Soft Comput"},{"issue":"5","key":"1321_CR41","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1108\/17542731211261601","volume":"24","author":"S Vinodh","year":"2012","unstructured":"Vinodh S, Aravindraj S, Narayanan RS, Yogeshwaran N (2012) Fuzzy assessment of FMEA for rotary switches: a case study. TQM J 24(5):461\u2013475","journal-title":"TQM J"},{"issue":"2","key":"1321_CR42","doi-asserted-by":"crossref","first-page":"1195","DOI":"10.1016\/j.eswa.2007.11.028","volume":"36","author":"YM Wang","year":"2009","unstructured":"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\u20131207","journal-title":"Expert Syst Appl"},{"issue":"8","key":"1321_CR43","doi-asserted-by":"crossref","first-page":"843","DOI":"10.1002\/int.20097","volume":"20","author":"ZS Xu","year":"2005","unstructured":"Xu ZS (2005) An overview of methods for determining OWA weights. Int J Intell Syst 20(8):843\u2013865","journal-title":"Int J Intell Syst"},{"issue":"6","key":"1321_CR44","doi-asserted-by":"crossref","first-page":"1179","DOI":"10.1109\/TFUZZ.2006.890678","volume":"15","author":"ZS Xu","year":"2007","unstructured":"Xu ZS (2007) Intuitionistic fuzzy aggregation operators. IEEE Trans Fuzzy Syst 15(6):1179\u20131187","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"4","key":"1321_CR45","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1080\/03081070600574353","volume":"35","author":"ZS Xu","year":"2006","unstructured":"Xu ZS, Yager RR (2006) Some geometric aggregation operators based on intuitionistic fuzzy sets. Int J Gen Syst 35(4):417\u2013433","journal-title":"Int J Gen Syst"},{"issue":"1","key":"1321_CR46","doi-asserted-by":"crossref","first-page":"246","DOI":"10.1016\/j.ijar.2007.08.008","volume":"48","author":"ZS Xu","year":"2008","unstructured":"Xu ZS, Yager RR (2008) Dynamic intuitionistic fuzzy multi-attribute decision making. Int J Approx Reason 48(1):246\u2013262","journal-title":"Int J Approx Reason"},{"issue":"1","key":"1321_CR47","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1109\/21.87068","volume":"18","author":"RR Yager","year":"1988","unstructured":"Yager RR (1988) On ordered weighted averaging aggregation operators in multicriteria decision making. IEEE Trans Syst Man Cybern 18(1):183\u2013190","journal-title":"IEEE Trans Syst Man Cybern"},{"issue":"8","key":"1321_CR48","doi-asserted-by":"crossref","first-page":"2084","DOI":"10.1016\/j.engfailanal.2011.06.014","volume":"18","author":"JP Yang","year":"2011","unstructured":"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\u20132092","journal-title":"Eng Fail Anal"},{"issue":"2","key":"1321_CR49","first-page":"539","volume":"52","author":"TM Yeh","year":"2013","unstructured":"Yeh TM, Chen LY (2013) Fuzzy-based risk priority number in FMEA for semiconductor wafer processes. Int J Prod Res 52(2):539\u2013549","journal-title":"Int J Prod Res"},{"issue":"3","key":"1321_CR50","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"LA Zadeh","year":"1965","unstructured":"Zadeh LA (1965) Fuzzy sets. Inf Control 8(3):338\u2013353","journal-title":"Inf Control"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-014-1321-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-014-1321-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-014-1321-x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,11]],"date-time":"2019-08-11T03:20:52Z","timestamp":1565493652000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-014-1321-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,6,4]]},"references-count":50,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2015,4]]}},"alternative-id":["1321"],"URL":"https:\/\/doi.org\/10.1007\/s00500-014-1321-x","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,6,4]]}}}