{"id":"https://openalex.org/W4409014755","doi":"https://doi.org/10.1109/tim.2025.3556175","title":"A Novel Open-Set Cross-Domain Fault Diagnosis Method Based on Improved PACDAN","display_name":"A Novel Open-Set Cross-Domain Fault Diagnosis Method Based on Improved PACDAN","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409014755","doi":"https://doi.org/10.1109/tim.2025.3556175"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3556175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3556175","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","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/A5086312610","display_name":"Yongze Jin","orcid":"https://orcid.org/0000-0001-7942-4858"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongze Jin","raw_affiliation_strings":["School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112853615","display_name":"Xiaodan Song","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohao Song","raw_affiliation_strings":["School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061612114","display_name":"Yanxi Yang","orcid":"https://orcid.org/0000-0003-1563-2425"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanxi Yang","raw_affiliation_strings":["School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109585871","display_name":"Xubo Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xubo Yang","raw_affiliation_strings":["School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073391035","display_name":"Xinhong Hei","orcid":"https://orcid.org/0000-0002-6394-0492"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinhong Hei","raw_affiliation_strings":["School of Computer Science and Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","School of Computer Science and Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034723364","display_name":"Junqi Liu","orcid":"https://orcid.org/0000-0002-3204-1945"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junqi Liu","raw_affiliation_strings":["School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Automation and Information Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032916322","display_name":"Mengyang Li","orcid":"https://orcid.org/0009-0005-2837-1473"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mengyang Li","raw_affiliation_strings":["School of Computer Science and Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","School of Computer Science and Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi’an University of Technology, Xi’an, Shannxi, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi’an University of Technology, Xi’an, Shannxi Province, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5086312610"],"corresponding_institution_ids":["https://openalex.org/I4210131919"],"apc_list":null,"apc_paid":null,"fwci":5.7199,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95059791,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.923799991607666,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.923799991607666,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9221000075340271,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.9168999791145325,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.5639312863349915},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5101421475410461},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4576508104801178},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4319351613521576},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16584137082099915}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5639312863349915},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5101421475410461},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4576508104801178},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4319351613521576},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16584137082099915},{"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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3556175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3556175","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4670033250","display_name":null,"funder_award_id":"2023-JC-QN-0683","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"},{"id":"https://openalex.org/G7023397746","display_name":null,"funder_award_id":"62120106011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G72516005","display_name":null,"funder_award_id":"U62303377","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7277332329","display_name":null,"funder_award_id":"2021JC-42","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"},{"id":"https://openalex.org/G8892919414","display_name":null,"funder_award_id":"U2034209","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"},{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null},{"id":"https://openalex.org/F4320336567","display_name":"Natural Science Basic Research Program of Shaanxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W236973730","https://openalex.org/W243674440","https://openalex.org/W1731081199","https://openalex.org/W2010619950","https://openalex.org/W2530133016","https://openalex.org/W2595657631","https://openalex.org/W2791694051","https://openalex.org/W2798593490","https://openalex.org/W2995758361","https://openalex.org/W3003160776","https://openalex.org/W3007050866","https://openalex.org/W3036403470","https://openalex.org/W3115356548","https://openalex.org/W3122126208","https://openalex.org/W3216286311","https://openalex.org/W4206057957","https://openalex.org/W4210522264","https://openalex.org/W4210685411","https://openalex.org/W4220760533","https://openalex.org/W4226083607","https://openalex.org/W4316021920","https://openalex.org/W4322707213","https://openalex.org/W4322707247","https://openalex.org/W4376607525","https://openalex.org/W4384564498","https://openalex.org/W4387010774","https://openalex.org/W4388407747","https://openalex.org/W6684191040","https://openalex.org/W6774819535"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0,35],"recent":[1],"years,":[2],"domain":[3,26,29,57],"adaptation":[4],"(DA)":[5],"methods":[6,17],"have":[7],"been":[8],"widely":[9],"applied":[10],"in":[11,43,67,92],"cross-domain":[12,69],"fault":[13,33,39,52,142],"diagnosis.":[14],"However,":[15],"these":[16],"are":[18,104,148,173],"based":[19],"on":[20,150],"the":[21,24,31,51,55,59,64,94,99,108,135,156,159,171,179,182],"assumption":[22],"that":[23,107],"source":[25,56],"and":[27,58,98,134,168,176],"target":[28,60],"share":[30],"same":[32],"types.":[34],"practical":[36],"operation,":[37],"unknown":[38],"types":[40,53],"may":[41],"occur":[42],"mechanical":[44],"equipment,":[45],"leading":[46],"to":[47,111,114],"a":[48,82,120,128,138],"mismatch":[49],"between":[50],"of":[54,137,141,158,181],"domain.":[61],"To":[62],"address":[63],"diagnostic":[65],"challenges":[66],"open-set":[68],"tasks,":[70],"an":[71],"improved":[72],"parallel":[73,83,121],"adversarial":[74,122],"complementary":[75,85,123],"DA":[76],"network":[77],"(PACDAN)":[78],"is":[79,90,117,126,132,144],"established.":[80],"First,":[81],"channel":[84],"attention":[86,113],"mechanism":[87,103],"(PCCAM)":[88],"module":[89,125],"constructed,":[91],"which":[93],"dual-parallel":[95],"branching":[96],"structure":[97],"multiscale":[100],"feature":[101],"interaction":[102],"designed":[105],"so":[106],"model\u2019s":[109],"ability":[110],"pay":[112],"key":[115],"information":[116],"improved.":[118],"Second,":[119],"(PAC)":[124],"designed,":[127],"macroscopic":[129],"classification":[130,143],"perspective":[131],"added,":[133],"shortcoming":[136],"single":[139],"view":[140],"overcome.":[145],"Finally,":[146],"experiments":[147],"conducted":[149],"three":[151],"public":[152],"datasets,":[153],"systematically":[154],"comparing":[155],"performance":[157],"proposed":[160,183],"method":[161],"with":[162],"existing":[163],"methods.":[164],"Through":[165],"visualization":[166],"techniques":[167],"ablation":[169],"experiments,":[170],"results":[172],"intuitively":[174],"presented":[175],"analyzed,":[177],"validating":[178],"effectiveness":[180],"method.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}