{"id":"https://openalex.org/W4362551438","doi":"https://doi.org/10.3233/jifs-224059","title":"Engine misfire fault diagnosis based on SC\u2013ANFIS","display_name":"Engine misfire fault diagnosis based on SC\u2013ANFIS","publication_year":2023,"publication_date":"2023-04-04","ids":{"openalex":"https://openalex.org/W4362551438","doi":"https://doi.org/10.3233/jifs-224059"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-224059","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-224059","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101555364","display_name":"Sheng Zhu","orcid":"https://orcid.org/0000-0002-1892-9198"},"institutions":[{"id":"https://openalex.org/I161371597","display_name":"Universiti of Malaysia Sabah","ror":"https://ror.org/040v70252","country_code":"MY","type":"education","lineage":["https://openalex.org/I161371597"]},{"id":"https://openalex.org/I4210128208","display_name":"Tongren University","ror":"https://ror.org/035hxad97","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128208"]}],"countries":["CN","MY"],"is_corresponding":false,"raw_author_name":"Sheng Zhu","raw_affiliation_strings":["College of Engineering, Tongren Polytechnic College, Tong Ren, China","Modelling, Simulation & Computing Laboratory, Faculty of Engineering, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Tongren Polytechnic College, Tong Ren, China","institution_ids":["https://openalex.org/I4210128208"]},{"raw_affiliation_string":"Modelling, Simulation & Computing Laboratory, Faculty of Engineering, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia","institution_ids":["https://openalex.org/I161371597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043393709","display_name":"Min Keng Tan","orcid":"https://orcid.org/0000-0003-4420-186X"},"institutions":[{"id":"https://openalex.org/I161371597","display_name":"Universiti of Malaysia Sabah","ror":"https://ror.org/040v70252","country_code":"MY","type":"education","lineage":["https://openalex.org/I161371597"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Min Keng Tan","raw_affiliation_strings":["Modelling, Simulation & Computing Laboratory, Faculty of Engineering, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Modelling, Simulation & Computing Laboratory, Faculty of Engineering, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia","institution_ids":["https://openalex.org/I161371597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079811729","display_name":"Kit Guan Lim","orcid":"https://orcid.org/0000-0003-3831-1456"},"institutions":[{"id":"https://openalex.org/I161371597","display_name":"Universiti of Malaysia Sabah","ror":"https://ror.org/040v70252","country_code":"MY","type":"education","lineage":["https://openalex.org/I161371597"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Kit Guan Lim","raw_affiliation_strings":["Modelling, Simulation & Computing Laboratory, Faculty of Engineering, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Modelling, Simulation & Computing Laboratory, Faculty of Engineering, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia","institution_ids":["https://openalex.org/I161371597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076640994","display_name":"Renee Ka Yin Chin","orcid":"https://orcid.org/0000-0002-9992-5593"},"institutions":[{"id":"https://openalex.org/I161371597","display_name":"Universiti of Malaysia Sabah","ror":"https://ror.org/040v70252","country_code":"MY","type":"education","lineage":["https://openalex.org/I161371597"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Renee Ka Yin Chin","raw_affiliation_strings":["Modelling, Simulation & Computing Laboratory, Faculty of Engineering, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Modelling, Simulation & Computing Laboratory, Faculty of Engineering, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia","institution_ids":["https://openalex.org/I161371597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037586257","display_name":"Bih Lii Chua","orcid":"https://orcid.org/0000-0003-0134-2611"},"institutions":[{"id":"https://openalex.org/I161371597","display_name":"Universiti of Malaysia Sabah","ror":"https://ror.org/040v70252","country_code":"MY","type":"education","lineage":["https://openalex.org/I161371597"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Bih Lii Chua","raw_affiliation_strings":["Modelling, Simulation & Computing Laboratory, Faculty of Engineering, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Modelling, Simulation & Computing Laboratory, Faculty of Engineering, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia","institution_ids":["https://openalex.org/I161371597"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068600158","display_name":"Kenneth Tze Kin Teo","orcid":"https://orcid.org/0000-0001-9112-7194"},"institutions":[{"id":"https://openalex.org/I161371597","display_name":"Universiti of Malaysia Sabah","ror":"https://ror.org/040v70252","country_code":"MY","type":"education","lineage":["https://openalex.org/I161371597"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Kenneth Tze Kin Teo","raw_affiliation_strings":["Modelling, Simulation & Computing Laboratory, Faculty of Engineering, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Modelling, Simulation & Computing Laboratory, Faculty of Engineering, Universiti Malaysia Sabah, Kota Kinabalu, Malaysia","institution_ids":["https://openalex.org/I161371597"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5043393709"],"corresponding_institution_ids":["https://openalex.org/I161371597"],"apc_list":null,"apc_paid":null,"fwci":0.357,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54398367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"44","issue":"6","first_page":"10045","last_page":"10066"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9556999802589417,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.9261103868484497},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6593132615089417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.618026077747345},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5977537035942078},{"id":"https://openalex.org/keywords/inference-system","display_name":"Inference system","score":0.4786185622215271},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.41960638761520386},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.38755926489830017},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.371288001537323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3519328832626343},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.21514856815338135}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.9261103868484497},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6593132615089417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.618026077747345},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5977537035942078},{"id":"https://openalex.org/C2988105877","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference system","level":5,"score":0.4786185622215271},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.41960638761520386},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.38755926489830017},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.371288001537323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3519328832626343},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.21514856815338135},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-224059","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-224059","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1979539910","https://openalex.org/W2013873348","https://openalex.org/W2019207321","https://openalex.org/W2099829505","https://openalex.org/W2372248218","https://openalex.org/W2391093290","https://openalex.org/W2782259231","https://openalex.org/W2889072430","https://openalex.org/W2896612987","https://openalex.org/W2920245116","https://openalex.org/W2950737558","https://openalex.org/W3039149143","https://openalex.org/W3089612482","https://openalex.org/W3092617411","https://openalex.org/W3104125710","https://openalex.org/W3120171921","https://openalex.org/W3170030890","https://openalex.org/W3177472232","https://openalex.org/W3208163071","https://openalex.org/W4200181149","https://openalex.org/W4206761444","https://openalex.org/W4289515818","https://openalex.org/W6653935950","https://openalex.org/W6764609310","https://openalex.org/W6797986079","https://openalex.org/W7000164510"],"related_works":["https://openalex.org/W4319296131","https://openalex.org/W2389800468","https://openalex.org/W1972110671","https://openalex.org/W3207731800","https://openalex.org/W2008638559","https://openalex.org/W3144388600","https://openalex.org/W2912901340","https://openalex.org/W2905122356","https://openalex.org/W2766816807","https://openalex.org/W4307525282"],"abstract_inverted_index":{"Misfire":[0],"fault":[1,20],"is":[2,8,21,30],"a":[3],"common":[4],"engine":[5,15,101],"failure":[6],"which":[7],"caused":[9],"by":[10,24],"incomplete":[11],"combustion":[12],"in":[13,53,169],"the":[14,18,27,38,63,85,93,100,130,136,160],"cylinders.":[16],"Conventionally,":[17],"misfire":[19,55,96,113],"diagnosed":[22],"manually":[23],"mechanics,":[25],"but":[26],"diagnosis":[28],"process":[29],"time-consuming.":[31],"Therefore,":[32],"this":[33,105],"study":[34],"aims":[35],"to":[36,51,83,128,141,166],"explore":[37],"feasibility":[39],"of":[40,65,95,112,135,171],"using":[41],"Subtractive":[42,58],"Clustering":[43,59,149],"based":[44,98,150],"Adaptive":[45,66],"Neuro-Fuzzy":[46,67],"Inference":[47,68],"System":[48,69],"(SC-ANFIS)":[49],"algorithm":[50,90,138,162],"assist":[52],"diagnosing":[54],"faults.":[56],"The":[57,88,133,156],"(SC)":[60],"approach":[61],"initializes":[62],"parameters":[64],"(ANFIS),":[70],"whereas":[71],"Back":[72],"Propagation":[73],"(BP)":[74],"and":[75,153,174],"Least":[76],"Square":[77],"Estimation":[78],"(LSE)":[79],"approaches":[80],"are":[81,115,126,139],"implemented":[82],"optimize":[84],"ANFIS":[86,151],"parameters.":[87],"proposed":[89,131,137,161],"will":[91],"pre-diagnose":[92],"cause":[94],"faults":[97,114],"on":[99],"exhaust":[102,107],"gas.":[103],"In":[104],"work,":[106],"gases":[108],"for":[109],"different":[110],"causes":[111],"collected":[116,124],"from":[117],"Volkswagen":[118],"1.8TSI":[119],"4-cylinder":[120],"petrol":[121],"engine.":[122],"These":[123],"data":[125],"used":[127,144],"train":[129],"algorithm.":[132],"performances":[134],"compared":[140],"two":[142],"commonly":[143],"algorithms,":[145],"namely":[146],"Fuzzy":[147],"C-Mean":[148],"(FCM-ANFIS)":[152],"BP":[154],"algorithms.":[155],"simulation":[157],"results":[158],"show":[159],"has":[163],"improved":[164],"2.4%":[165],"5.5%":[167],"averagely":[168],"terms":[170],"accuracy,":[172],"efficiency":[173],"stability.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
