{"id":"https://openalex.org/W4387010788","doi":"https://doi.org/10.1109/tim.2023.3318679","title":"A New Multisensor Partial Domain Adaptation Method for Machinery Fault Diagnosis Under Different Working Conditions","display_name":"A New Multisensor Partial Domain Adaptation Method for Machinery Fault Diagnosis Under Different Working Conditions","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387010788","doi":"https://doi.org/10.1109/tim.2023.3318679"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3318679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3318679","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/A5005673731","display_name":"Jun Zhu","orcid":"https://orcid.org/0000-0003-2544-5084"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhu","raw_affiliation_strings":["School of Civil Aviation, Northwestern Polytechnical University, Xi’an, China","Yangtze River Delta Research Institute, Northwestern Polytechnical University, Taicang, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2544-5084","affiliations":[{"raw_affiliation_string":"School of Civil Aviation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Yangtze River Delta Research Institute, Northwestern Polytechnical University, Taicang, Suzhou, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011274523","display_name":"Yuanfan Wang","orcid":"https://orcid.org/0000-0002-0777-7176"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanfan Wang","raw_affiliation_strings":["School of Civil Aviation, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-0777-7176","affiliations":[{"raw_affiliation_string":"School of Civil Aviation, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019003956","display_name":"Min Xia","orcid":"https://orcid.org/0000-0001-8057-9654"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Min Xia","raw_affiliation_strings":["School of Engineering, Lancaster University, Lancaster, U.K","School of Engineering, Lancaster University, Lancaster, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-8057-9654","affiliations":[{"raw_affiliation_string":"School of Engineering, Lancaster University, Lancaster, U.K","institution_ids":["https://openalex.org/I67415387"]},{"raw_affiliation_string":"School of Engineering, Lancaster University, Lancaster, United Kingdom","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086986136","display_name":"Darren L. Williams","orcid":"https://orcid.org/0000-0002-2247-7454"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Darren Williams","raw_affiliation_strings":["School of Engineering, Lancaster University, Lancaster, U.K","School of Engineering, Lancaster University, Lancaster, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-2247-7454","affiliations":[{"raw_affiliation_string":"School of Engineering, Lancaster University, Lancaster, U.K","institution_ids":["https://openalex.org/I67415387"]},{"raw_affiliation_string":"School of Engineering, Lancaster University, Lancaster, United Kingdom","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077953037","display_name":"Clarence W. de Silva","orcid":"https://orcid.org/0000-0002-5871-639X"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Clarence W. de Silva","raw_affiliation_strings":["Department of Mechanical Engineering, The University of British Columbia, Vancouver, Canada","Department of Mechanical Engineering, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5871-639X","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, The University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"Department of Mechanical Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9442,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.91375306,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"72","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9965999722480774,"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":0.9965999722480774,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.9876000285148621,"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":0.5785163044929504},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5620626211166382},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5606931447982788},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4534495174884796},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.4468105733394623},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4429953396320343},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.43854662775993347},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35784339904785156}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5785163044929504},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5620626211166382},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5606931447982788},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4534495174884796},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.4468105733394623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4429953396320343},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.43854662775993347},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35784339904785156},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tim.2023.3318679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3318679","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"},{"id":"pmh:oai:eprints.lancs.ac.uk:224587","is_oa":false,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/224587/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1301602893","display_name":null,"funder_award_id":"D5000210509","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6080785328","display_name":null,"funder_award_id":"2022JQ-368","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1565327149","https://openalex.org/W1731081199","https://openalex.org/W2793039588","https://openalex.org/W2795155917","https://openalex.org/W2798149494","https://openalex.org/W2810292802","https://openalex.org/W2811058982","https://openalex.org/W2912073957","https://openalex.org/W2964109570","https://openalex.org/W2969736276","https://openalex.org/W2990403609","https://openalex.org/W2991521245","https://openalex.org/W2997151494","https://openalex.org/W3015913963","https://openalex.org/W3025888249","https://openalex.org/W3034504400","https://openalex.org/W3100556532","https://openalex.org/W3106901053","https://openalex.org/W3109842401","https://openalex.org/W3110059533","https://openalex.org/W3112055870","https://openalex.org/W3126618193","https://openalex.org/W3128151922","https://openalex.org/W3149994345","https://openalex.org/W3160541836","https://openalex.org/W3167996502","https://openalex.org/W3172784225","https://openalex.org/W3197058104","https://openalex.org/W4205160070","https://openalex.org/W4206057957","https://openalex.org/W4213416527","https://openalex.org/W4226432849","https://openalex.org/W4236360107","https://openalex.org/W4285213432","https://openalex.org/W4292976134","https://openalex.org/W4312521937","https://openalex.org/W4312662060","https://openalex.org/W4312752199","https://openalex.org/W4385151987","https://openalex.org/W4385574919","https://openalex.org/W6633949838","https://openalex.org/W6637618735","https://openalex.org/W6750109254","https://openalex.org/W6774075815"],"related_works":["https://openalex.org/W1980381208","https://openalex.org/W2364594919","https://openalex.org/W2167092671","https://openalex.org/W1861706286","https://openalex.org/W2219338811","https://openalex.org/W2149583853","https://openalex.org/W2143002539","https://openalex.org/W3006513224","https://openalex.org/W1995723671","https://openalex.org/W2164647769"],"abstract_inverted_index":{"Cross-domain":[0],"fault":[1,58,95,110,148,206],"diagnosis":[2,59],"methods":[3,202],"based":[4,118],"on":[5,119],"domain":[6,22,121],"adaptation":[7],"(DA)":[8],"have":[9],"been":[10,73],"developed":[11],"for":[12,203],"single-sensor":[13],"monitoring":[14],"scenarios,":[15],"in":[16,29],"which":[17],"the":[18,25,40,48,55,63,91,98,109,128,132,143,165,169,172,183,196],"source":[19,49],"and":[20,39,156,181],"target":[21,41],"fall":[23],"into":[24],"same":[26],"categories.":[27],"However,":[28],"real-world":[30],"situations,":[31],"faults":[32],"are":[33,160],"usually":[34],"mixed":[35],"with":[36,62],"each":[37],"other,":[38],"health":[42,50],"category":[43],"is":[44,104,124,140,179,190],"a":[45,87,136],"subspace":[46],"of":[47,66,90,101,131,145],"category,":[51],"posing":[52],"challenges":[53],"to":[54,75,106,126,163],"current":[56],"cross-domain":[57,77],"approaches.":[60],"Additionally,":[61],"increasing":[64],"complexity":[65],"modern":[67],"industrial":[68],"systems,":[69],"less":[70],"attention":[71],"has":[72],"paid":[74],"multisensor":[76,92,102],"diagnosis.":[78,96,207],"To":[79],"address":[80],"this":[81,84],"research":[82],"gap,":[83],"paper":[85],"proposes":[86],"new":[88],"method":[89,117],"partial":[93,115,146,204],"DA":[94,116],"First,":[97],"frequency":[99],"information":[100],"measurements":[103],"obtained":[105],"fully":[107],"utilize":[108],"information.":[111],"Then,":[112],"an":[113],"improved":[114],"weighted":[120],"adversarial":[122],"network":[123],"used":[125],"distinguish":[127],"label":[129],"space":[130],"data":[133],"samples.":[134],"Finally,":[135],"joint":[137],"optimization":[138,166],"objective":[139],"constructed":[141],"under":[142],"framework":[144],"transfer":[147,174,205],"diagnosis,":[149],"where":[150],"two":[151],"terms,":[152],"namely,":[153],"conditional":[154],"entropy":[155],"adaptive":[157],"uncertainty":[158],"suppression,":[159],"further":[161],"added":[162],"regularize":[164],"objective.":[167],"Through":[168],"proposed":[170,197],"method,":[171],"positive":[173],"between":[175],"shared":[176],"common":[177],"classes":[178,189],"guaranteed,":[180],"additionally,":[182],"passive":[184],"influence":[185],"resulted":[186],"by":[187],"outlier":[188],"prevented.":[191],"Experimental":[192],"results":[193],"show":[194],"that":[195],"approach":[198],"surpasses":[199],"other":[200],"popular":[201]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}