{"id":"https://openalex.org/W4414102962","doi":"https://doi.org/10.1177/01423312251350746","title":"A novel transfer learning fault diagnosis method of rolling bearing based on ViT-DANN under variable conditions","display_name":"A novel transfer learning fault diagnosis method of rolling bearing based on ViT-DANN under variable conditions","publication_year":2025,"publication_date":"2025-09-09","ids":{"openalex":"https://openalex.org/W4414102962","doi":"https://doi.org/10.1177/01423312251350746"},"language":"en","primary_location":{"id":"doi:10.1177/01423312251350746","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312251350746","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","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/A5063776930","display_name":"Ying Xie","orcid":"https://orcid.org/0000-0002-4424-9452"},"institutions":[{"id":"https://openalex.org/I48780066","display_name":"Shenyang University of Chemical Technology","ror":"https://ror.org/03dbpdh75","country_code":"CN","type":"education","lineage":["https://openalex.org/I48780066"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ying Xie","raw_affiliation_strings":["College of Information Engineering, Shenyang University of Chemical Technology, China","Liaoning Key Laboratory of Industry-Environment-Resource Collaborative Control and Optimization Technology, Shenyang University of Chemical Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-4424-9452","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenyang University of Chemical Technology, China","institution_ids":["https://openalex.org/I48780066"]},{"raw_affiliation_string":"Liaoning Key Laboratory of Industry-Environment-Resource Collaborative Control and Optimization Technology, Shenyang University of Chemical Technology, China","institution_ids":["https://openalex.org/I48780066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060483837","display_name":"Ying\u2010Jie Zhu","orcid":"https://orcid.org/0000-0002-5044-5046"},"institutions":[{"id":"https://openalex.org/I48780066","display_name":"Shenyang University of Chemical Technology","ror":"https://ror.org/03dbpdh75","country_code":"CN","type":"education","lineage":["https://openalex.org/I48780066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjie Zhu","raw_affiliation_strings":["College of Information Engineering, Shenyang University of Chemical Technology, China","Liaoning Key Laboratory of Industry-Environment-Resource Collaborative Control and Optimization Technology, Shenyang University of Chemical Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenyang University of Chemical Technology, China","institution_ids":["https://openalex.org/I48780066"]},{"raw_affiliation_string":"Liaoning Key Laboratory of Industry-Environment-Resource Collaborative Control and Optimization Technology, Shenyang University of Chemical Technology, China","institution_ids":["https://openalex.org/I48780066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070205135","display_name":"Xiaotong Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I48780066","display_name":"Shenyang University of Chemical Technology","ror":"https://ror.org/03dbpdh75","country_code":"CN","type":"education","lineage":["https://openalex.org/I48780066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaotong Wu","raw_affiliation_strings":["College of Information Engineering, Shenyang University of Chemical Technology, China","Liaoning Key Laboratory of Industry-Environment-Resource Collaborative Control and Optimization Technology, Shenyang University of Chemical Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenyang University of Chemical Technology, China","institution_ids":["https://openalex.org/I48780066"]},{"raw_affiliation_string":"Liaoning Key Laboratory of Industry-Environment-Resource Collaborative Control and Optimization Technology, Shenyang University of Chemical Technology, China","institution_ids":["https://openalex.org/I48780066"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100662237","display_name":"Xuewei Liu","orcid":"https://orcid.org/0000-0002-1616-8591"},"institutions":[{"id":"https://openalex.org/I48780066","display_name":"Shenyang University of Chemical Technology","ror":"https://ror.org/03dbpdh75","country_code":"CN","type":"education","lineage":["https://openalex.org/I48780066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuewei Liu","raw_affiliation_strings":["College of Information Engineering, Shenyang University of Chemical Technology, China","Liaoning Key Laboratory of Industry-Environment-Resource Collaborative Control and Optimization Technology, Shenyang University of Chemical Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenyang University of Chemical Technology, China","institution_ids":["https://openalex.org/I48780066"]},{"raw_affiliation_string":"Liaoning Key Laboratory of Industry-Environment-Resource Collaborative Control and Optimization Technology, Shenyang University of Chemical Technology, China","institution_ids":["https://openalex.org/I48780066"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5063776930"],"corresponding_institution_ids":["https://openalex.org/I48780066"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2569554,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"48","issue":"10","first_page":"2469","last_page":"2482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9970999956130981,"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":0.9970999956130981,"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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9768000245094299,"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":0.9736999869346619,"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/bearing","display_name":"Bearing (navigation)","score":0.5590000152587891},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5509999990463257},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4948999881744385},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4902999997138977},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4702000021934509},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4691999852657318},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.43130001425743103},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.42179998755455017},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3882000148296356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6552000045776367},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6079000234603882},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.5590000152587891},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5509999990463257},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4948999881744385},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4902999997138977},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4702000021934509},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4691999852657318},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.43130001425743103},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.42179998755455017},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3882000148296356},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.3837999999523163},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.38260000944137573},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3797000050544739},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3718000054359436},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33809998631477356},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.33730000257492065},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.33500000834465027},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3285999894142151},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.2985000014305115},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.2680000066757202},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.257099986076355},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.25450000166893005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/01423312251350746","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312251350746","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5433816737","display_name":null,"funder_award_id":"510901000290","funder_id":"https://openalex.org/F4320326218","funder_display_name":"Foundation of Liaoning Province Education Administration"},{"id":"https://openalex.org/G7698954733","display_name":null,"funder_award_id":"2022-BS-211","funder_id":"https://openalex.org/F4320323086","funder_display_name":"Natural Science Foundation of Liaoning Province"}],"funders":[{"id":"https://openalex.org/F4320323086","display_name":"Natural Science Foundation of Liaoning Province","ror":null},{"id":"https://openalex.org/F4320326218","display_name":"Foundation of Liaoning Province Education Administration","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W146900863","https://openalex.org/W228380312","https://openalex.org/W1731081199","https://openalex.org/W1985716425","https://openalex.org/W2037178149","https://openalex.org/W2095901574","https://openalex.org/W2165698076","https://openalex.org/W2317595875","https://openalex.org/W2513828693","https://openalex.org/W2559655401","https://openalex.org/W2779140359","https://openalex.org/W2801396593","https://openalex.org/W2803978172","https://openalex.org/W2889945482","https://openalex.org/W2904218127","https://openalex.org/W2906578288","https://openalex.org/W2911464562","https://openalex.org/W2990138404","https://openalex.org/W2998712190","https://openalex.org/W3017139128","https://openalex.org/W3033236487","https://openalex.org/W3033335985","https://openalex.org/W3090682168","https://openalex.org/W3092609815","https://openalex.org/W3113008830","https://openalex.org/W3128871194","https://openalex.org/W4384030410","https://openalex.org/W4386541736","https://openalex.org/W4392683090","https://openalex.org/W4393003197","https://openalex.org/W4394784555","https://openalex.org/W4405189404","https://openalex.org/W4406722941","https://openalex.org/W4408969491"],"related_works":["https://openalex.org/W2035937180","https://openalex.org/W3196220745","https://openalex.org/W3201126466","https://openalex.org/W4311624988","https://openalex.org/W2061308401","https://openalex.org/W2575656761","https://openalex.org/W2065631063","https://openalex.org/W2378667342","https://openalex.org/W2594567802","https://openalex.org/W2363739414"],"abstract_inverted_index":{"In":[0],"the":[1,5,26,38,50,78,87,92,102,107,114,124,133,149,160,174,179,183],"actual":[2],"engineering":[3],"system,":[4],"damage":[6],"of":[7,28,40,52,60,127,191],"rolling":[8,29,61],"bearings":[9,62],"can":[10],"cause":[11],"significant":[12,16],"accidents,":[13],"resulting":[14],"in":[15,189],"losses.":[17],"There":[18],"are":[19,170],"still":[20],"some":[21],"unresolved":[22],"issues":[23],"even":[24],"though":[25],"development":[27],"bearing":[30,93],"fault":[31],"diagnostic":[32,195],"algorithms":[33],"has":[34],"been":[35],"aided":[36],"by":[37,123],"use":[39],"both":[41],"conventional":[42],"and":[43,56,104,135,147,164,193],"novel":[44],"deep":[45],"learning":[46,126,176],"techniques.":[47],"Aiming":[48],"at":[49],"problems":[51],"inconsistent":[53],"data":[54,168],"distribution":[55],"inefficient":[57],"feature":[58],"extraction":[59],"under":[63],"variable":[64],"working":[65],"conditions,":[66],"a":[67],"vision":[68,108],"Transformer-domain":[69],"adversarial":[70,125],"neural":[71],"network":[72],"model":[73,185],"(ViT-DANN)":[74],"was":[75],"proposed.":[76],"First,":[77],"short-time":[79],"Fourier":[80],"transform":[81],"(STFT)":[82],"is":[83,110,138],"utilized":[84],"to":[85,97,117,152,158,172],"derive":[86],"two-dimensional":[88],"time\u2013frequency":[89],"features":[90,100,119],"from":[91,101],"vibration":[94],"signal.":[95],"Second,":[96],"extract":[98,118],"common":[99],"source":[103,134],"target":[105,136],"domains,":[106],"Transformer":[109],"utilized,":[111],"which":[112],"strengthens":[113],"model\u2019s":[115],"ability":[116],"for":[120],"long-distances.":[121],"Then,":[122],"ViT-DANN":[128],"model,":[129],"an":[130],"association":[131],"between":[132],"domains":[137,144],"created,":[139],"implicitly":[140],"bringing":[141],"these":[142],"two":[143],"closer":[145],"together":[146],"enabling":[148],"proposed":[150,161,184],"method":[151],"exhibit":[153],"better":[154],"domain":[155],"adaptability.":[156],"Finally,":[157],"demonstrate":[159],"method\u2019s":[162],"effectiveness":[163],"generalizability,":[165],"multiple":[166],"open":[167],"sets":[169],"applied":[171],"imitate":[173],"transfer":[175],"scenario.":[177],"As":[178],"experimental":[180],"results":[181],"show,":[182],"outperforms":[186],"previous":[187],"models":[188],"terms":[190],"resilience":[192],"cross-domain":[194],"capacity.":[196]},"counts_by_year":[],"updated_date":"2026-05-23T06:10:36.450269","created_date":"2025-10-10T00:00:00"}