{"id":"https://openalex.org/W4403390876","doi":"https://doi.org/10.1109/tim.2024.3480212","title":"Parallel Convolutional Transfer Network for Bearing Fault Diagnosis Under Varying Operation States","display_name":"Parallel Convolutional Transfer Network for Bearing Fault Diagnosis Under Varying Operation States","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403390876","doi":"https://doi.org/10.1109/tim.2024.3480212"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3480212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3480212","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/A5064877153","display_name":"Rui Yao","orcid":"https://orcid.org/0000-0002-3415-9859"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Yao","raw_affiliation_strings":["College of Marine Electrical Engineering, Dalian Maritime University of China, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-3415-9859","affiliations":[{"raw_affiliation_string":"College of Marine Electrical Engineering, Dalian Maritime University of China, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007345492","display_name":"Huimin Zhao","orcid":"https://orcid.org/0000-0002-8479-9539"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huimin Zhao","raw_affiliation_strings":["School of Electronic Information and Automation, Civil Aviation University of China, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-8479-9539","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Automation, Civil Aviation University of China, Tianjin, China","institution_ids":["https://openalex.org/I28813325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101789977","display_name":"Zhen Zhao","orcid":"https://orcid.org/0000-0002-2422-6835"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Zhao","raw_affiliation_strings":["School of Electronic Information and Automation, Civil Aviation University of China, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-2422-6835","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Automation, Civil Aviation University of China, Tianjin, China","institution_ids":["https://openalex.org/I28813325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100751668","display_name":"Chen Guo","orcid":"https://orcid.org/0000-0002-5198-3938"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Guo","raw_affiliation_strings":["College of Marine Electrical Engineering, Dalian Maritime University of China, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-5198-3938","affiliations":[{"raw_affiliation_string":"College of Marine Electrical Engineering, Dalian Maritime University of China, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100764224","display_name":"Wu Deng","orcid":"https://orcid.org/0000-0002-6524-6760"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wu Deng","raw_affiliation_strings":["School of Electronic Information and Automation, Civil Aviation University of China, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-6524-6760","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Automation, Civil Aviation University of China, Tianjin, China","institution_ids":["https://openalex.org/I28813325"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.9347,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.99480482,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.991599977016449,"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":0.991599977016449,"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":0.9775999784469604,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/fault","display_name":"Fault (geology)","score":0.5731532573699951},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5671243667602539},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.5260298848152161},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4807538688182831},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4339669346809387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2629523277282715},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.168992280960083},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11022305488586426}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5731532573699951},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5671243667602539},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.5260298848152161},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4807538688182831},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4339669346809387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2629523277282715},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.168992280960083},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11022305488586426},{"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:10.1109/tim.2024.3480212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3480212","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":[{"score":0.6299999952316284,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G5152297509","display_name":null,"funder_award_id":"TPL2203","funder_id":"https://openalex.org/F4320328845","funder_display_name":"National Key Laboratory of Power Sources"},{"id":"https://openalex.org/G6503388617","display_name":null,"funder_award_id":"52372436","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/F4320328845","display_name":"National Key Laboratory of Power Sources","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1565327149","https://openalex.org/W2964288524","https://openalex.org/W2998115938","https://openalex.org/W3048813124","https://openalex.org/W3089183752","https://openalex.org/W3111706174","https://openalex.org/W3137896025","https://openalex.org/W3157123770","https://openalex.org/W3199798098","https://openalex.org/W3200337201","https://openalex.org/W3208157985","https://openalex.org/W4213031805","https://openalex.org/W4214815899","https://openalex.org/W4226024164","https://openalex.org/W4226058060","https://openalex.org/W4226067624","https://openalex.org/W4226092012","https://openalex.org/W4226432849","https://openalex.org/W4285245107","https://openalex.org/W4292321560","https://openalex.org/W4292696645","https://openalex.org/W4297624503","https://openalex.org/W4309081239","https://openalex.org/W4321504597","https://openalex.org/W4366396441","https://openalex.org/W4386193242","https://openalex.org/W4391620744","https://openalex.org/W4392908041","https://openalex.org/W4392935251","https://openalex.org/W4392982562","https://openalex.org/W4394627257","https://openalex.org/W4394710115","https://openalex.org/W4396791100","https://openalex.org/W4396979057","https://openalex.org/W4399377851","https://openalex.org/W4400953536","https://openalex.org/W6633949838","https://openalex.org/W6676663998","https://openalex.org/W6683633756","https://openalex.org/W6713955831"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W2575656761","https://openalex.org/W2065631063","https://openalex.org/W2378667342","https://openalex.org/W2594567802","https://openalex.org/W2363739414"],"abstract_inverted_index":{"Rolling":[0],"bearings":[1],"commonly":[2,14],"operate":[3],"under":[4,224],"varying":[5,225],"operation":[6,226],"states.":[7,227],"Deep":[8],"transfer":[9,65,77,206],"learning":[10,66],"(DFL)":[11],"models":[12,33,42],"are":[13,43],"used":[15],"for":[16,154],"fault":[17,58,212,254],"diagnosis":[18,59,213,237],"in":[19,47,63,83],"such":[20],"cases.":[21],"Balancing":[22],"their":[23],"accuracy":[24,60,97,238],"and":[25,61,115,126,174,205,239,251],"efficiency":[26,50,62,240],"is":[27,51,81,120,140,152,198,218],"challenging":[28],"because":[29],"the":[30,40,131,144,148,155,171,178,202,207,233],"more":[31,44],"complex":[32],"tend":[34],"to":[35,122,142,159,200,220],"have":[36],"higher":[37,236],"accuracy,":[38],"while":[39,98],"simpler":[41],"efficient.":[45],"However,":[46],"industry":[48],"applications,":[49],"as":[52,54],"important":[53],"accuracy.":[55],"To":[56],"improve":[57],"unsupervised":[64],"(TL)":[67],"scenarios,":[68],"a":[69,102,111,116,137,210],"lightweight":[70],"DFL":[71],"model,":[72],"called":[73],"parallel":[74,104,107,172],"multiscale":[75],"convolutional":[76,109,149],"neural":[78],"network":[79],"(PMCTNN),":[80],"developed":[82],"this":[84],"article.":[85],"PMCTNN":[86,217,234],"optimizes":[87],"its":[88,93,187],"structure":[89,105,173],"rather":[90],"than":[91],"increasing":[92],"depth,":[94],"thus":[95],"enhancing":[96],"maintaining":[99],"efficiency.":[100,188],"First,":[101],"novel":[103],"with":[106,195],"1-D":[108,161],"layers,":[110,150],"feature":[112,124,156,162,166],"concatenation":[113,157],"layer,":[114],"2-D":[117,165],"pooling":[118],"layer":[119,158],"constructed":[121],"implement":[123],"fusion":[125],"filtering,":[127],"which":[128,151],"effectively":[129],"reduces":[130],"number":[132,179],"of":[133,147,170,180,183],"extracted":[134],"features.":[135],"Then,":[136],"zero-padding":[138,175],"strategy":[139,176],"proposed":[141,219],"unify":[143],"output":[145],"sizes":[146],"necessary":[153],"integrate":[160],"maps":[163],"into":[164],"maps.":[167],"The":[168,189,228],"combination":[169],"decreases":[177],"trainable":[181],"parameters":[182],"PMCTNN,":[184],"thereby":[185],"improving":[186],"multikernel":[190],"maximum":[191],"mean":[192],"discrepancy":[193,204],"(MMD)":[194],"edge":[196],"distribution":[197],"employed":[199],"decrease":[201],"domain":[203],"network.":[208],"Finally,":[209],"cross-domain":[211],"method":[214],"based":[215],"on":[216,241],"diagnose":[221],"bearing":[222],"faults":[223],"experimental":[229],"results":[230],"show":[231],"that":[232],"exhibits":[235],"Case":[242],"Western":[243],"Reserve":[244],"University":[245,248],"(CWRU),":[246],"Jiangnan":[247],"(JNU)":[249],"datasets,":[250],"our":[252],"actual":[253],"dataset.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":43}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}