{"id":"https://openalex.org/W4404628049","doi":"https://doi.org/10.1109/jiot.2024.3496928","title":"A Universal Domain Adaptation Method With Cluster Matching for Machinery Fault Diagnosis","display_name":"A Universal Domain Adaptation Method With Cluster Matching for Machinery Fault Diagnosis","publication_year":2024,"publication_date":"2024-11-22","ids":{"openalex":"https://openalex.org/W4404628049","doi":"https://doi.org/10.1109/jiot.2024.3496928"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3496928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3496928","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","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/A5102703310","display_name":"Fanwei Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fanwei Lin","raw_affiliation_strings":["National Key Laboratory of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, Xi’an, China","National Key Lab of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"National Key Lab of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103013237","display_name":"Chang Guo","orcid":"https://orcid.org/0009-0000-1191-958X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Guo","raw_affiliation_strings":["National Key Laboratory of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, Xi’an, China","National Key Lab of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"National Key Lab of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081020964","display_name":"Zhibin Zhao","orcid":"https://orcid.org/0000-0003-4180-7137"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibin Zhao","raw_affiliation_strings":["National Key Laboratory of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, Xi’an, China","National Key Lab of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, China"],"raw_orcid":"https://orcid.org/0000-0003-4180-7137","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"National Key Lab of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059226149","display_name":"Xingwu Zhang","orcid":"https://orcid.org/0000-0002-6096-8828"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingwu Zhang","raw_affiliation_strings":["National Key Laboratory of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, Xi’an, China","National Key Lab of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, China"],"raw_orcid":"https://orcid.org/0000-0002-6096-8828","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"National Key Lab of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100779843","display_name":"Xuefeng Chen","orcid":"https://orcid.org/0000-0002-0130-3172"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuefeng Chen","raw_affiliation_strings":["National Key Laboratory of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, Xi’an, China","National Key Lab of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, China"],"raw_orcid":"https://orcid.org/0000-0002-0130-3172","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"National Key Lab of Aerospace Power System and Plasma Technology, Xi’an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079522467","display_name":"Zhiyu Tao","orcid":"https://orcid.org/0000-0002-8419-2315"},"institutions":[{"id":"https://openalex.org/I4210141264","display_name":"Shanghai Civil Aviation College","ror":"https://ror.org/03kkh3m26","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141264"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyu Tao","raw_affiliation_strings":["Research and Development Center, Guangzhou Hangxin Aviation Technology Company Ltd., Guangzhou, China","Guangzhou Hangxin Aviation Technology Co., Ltd, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research and Development Center, Guangzhou Hangxin Aviation Technology Company Ltd., Guangzhou, China","institution_ids":["https://openalex.org/I4210141264"]},{"raw_affiliation_string":"Guangzhou Hangxin Aviation Technology Co., Ltd, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102703310"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":3.4707,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93198873,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":"6","first_page":"7487","last_page":"7502"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.953000009059906,"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"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.953000009059906,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9495000243186951,"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/computer-science","display_name":"Computer science","score":0.7819164395332336},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5601156949996948},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5326617956161499},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4903285801410675},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.48836132884025574},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4195134937763214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3460976481437683},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3450712263584137},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33102113008499146},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14586955308914185},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10863777995109558},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09154000878334045}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7819164395332336},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5601156949996948},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5326617956161499},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4903285801410675},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.48836132884025574},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4195134937763214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3460976481437683},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3450712263584137},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33102113008499146},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14586955308914185},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10863777995109558},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09154000878334045},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3496928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3496928","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G6973819663","display_name":null,"funder_award_id":"52175114","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7651360058","display_name":null,"funder_award_id":"52105116","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G887807630","display_name":null,"funder_award_id":"JCKY2023110C044","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W276684437","https://openalex.org/W1987971958","https://openalex.org/W2021909145","https://openalex.org/W2051224630","https://openalex.org/W2120199347","https://openalex.org/W2125865219","https://openalex.org/W2164943005","https://openalex.org/W2194775991","https://openalex.org/W2533924129","https://openalex.org/W2618530766","https://openalex.org/W2797314495","https://openalex.org/W2798593490","https://openalex.org/W2885722640","https://openalex.org/W2907541186","https://openalex.org/W2963532621","https://openalex.org/W2964109570","https://openalex.org/W2994176602","https://openalex.org/W3015913963","https://openalex.org/W3106901053","https://openalex.org/W3126725177","https://openalex.org/W3134162419","https://openalex.org/W3142041738","https://openalex.org/W3165974302","https://openalex.org/W3174336544","https://openalex.org/W3201753566","https://openalex.org/W4212932075","https://openalex.org/W4281791607","https://openalex.org/W4306406081","https://openalex.org/W4306632394","https://openalex.org/W4308001098","https://openalex.org/W4366352743","https://openalex.org/W4379382323","https://openalex.org/W4381334502","https://openalex.org/W4384158644","https://openalex.org/W4386122058","https://openalex.org/W4389924884","https://openalex.org/W4390872620","https://openalex.org/W4391528297","https://openalex.org/W4393034022","https://openalex.org/W4394744485","https://openalex.org/W4400188356","https://openalex.org/W4400314830","https://openalex.org/W4401322959","https://openalex.org/W4401416709","https://openalex.org/W6639480849","https://openalex.org/W6743849729","https://openalex.org/W6746921968","https://openalex.org/W6763314120","https://openalex.org/W6798136320","https://openalex.org/W6798948987","https://openalex.org/W6858196727"],"related_works":["https://openalex.org/W4394775207","https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W3203792196","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W2955455867","https://openalex.org/W4295929828","https://openalex.org/W3156096827"],"abstract_inverted_index":{"Fault":[0],"diagnosis":[1,47,60],"is":[2,175],"crucial":[3],"in":[4,65,95,107,133,227],"the":[5,36,63,66,71,81,105,114,125,134,155,191,196,205,208,215],"industrial":[6],"Internet":[7],"of":[8,35,50,84,141,207],"Things":[9],"(IIoT),":[10],"but":[11],"unknown":[12,131,221],"fault":[13,46,222],"types":[14],"lead":[15],"to":[16,73,103,119,167],"out-of-distribution":[17],"(OOD)":[18],"problems,":[19],"making":[20],"label":[21,64],"prediction":[22],"challenging.":[23],"Various":[24],"domain":[25,136,148,165],"adaptation":[26],"(DA)":[27],"methods":[28],"often":[29],"rely":[30],"heavily":[31],"on":[32,190],"prior":[33],"knowledge":[34],"target":[37,67,135],"domain.":[38,68],"This":[39,69],"article":[40],"proposes":[41],"a":[42],"universal":[43],"DA":[44,54],"(UDA)":[45],"method":[48,57,99,174],"capable":[49],"effectively":[51],"handling":[52],"various":[53,86],"settings.":[55],"The":[56,98,172,210],"proposed":[58,173,216],"enables":[59],"without":[61],"considering":[62],"eliminates":[70],"need":[72],"switch":[74],"between":[75],"different":[76,187],"diagnostic":[77],"models,":[78],"greatly":[79],"enhancing":[80],"generalization":[82],"capability":[83],"crossing":[85],"tasks":[87],"and":[88,92,111,127,139,183,195,224,230],"reducing":[89],"both":[90,228],"time":[91],"operational":[93],"costs":[94],"engineering":[96],"applications.":[97],"utilizes":[100],"clustering":[101],"algorithms":[102],"leverage":[104],"changes":[106],"data":[108,117,182],"density":[109],"information,":[110],"then":[112],"address":[113],"long-tailed":[115],"imbalanced":[116,181],"problem":[118],"some":[120],"extent.":[121],"Through":[122],"cycle-matching":[123],"at":[124],"category":[126],"sample":[128],"levels,":[129],"potential":[130],"categories":[132],"are":[137,144,161],"identified,":[138],"samples":[140,166,223],"shared":[142],"classes":[143],"aligned":[145],"using":[146,163],"contrastive":[147],"discrepancy":[149],"loss.":[150],"To":[151],"mitigate":[152],"misclassifications":[153],"during":[154],"clustering,":[156],"extreme-value":[157],"theory":[158],"(EVT)":[159],"models":[160],"constructed":[162],"source":[164],"filter":[168],"out":[169],"incorrect":[170],"samples.":[171],"evaluated":[176],"by":[177],"constructing":[178],"experiments":[179,185],"with":[180],"cross-domain":[184],"under":[186],"working":[188],"conditions":[189],"WT-planetary":[192],"gearbox":[193],"dataset":[194],"twin":[197],"spool":[198],"engine":[199],"(TSE)":[200],"datasets.":[201],"Simultaneously,":[202],"we":[203],"visualize":[204],"analysis":[206],"results.":[209],"experimental":[211],"results":[212],"demonstrate":[213],"that":[214],"approach":[217],"can":[218],"accurately":[219],"identify":[220],"make":[225],"improvements":[226],"accuracy":[229],"H-score.":[231]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}