{"id":"https://openalex.org/W4321016476","doi":"https://doi.org/10.1109/tim.2023.3244237","title":"Deep Transfer Learning for Bearing Fault Diagnosis: A Systematic Review Since 2016","display_name":"Deep Transfer Learning for Bearing Fault Diagnosis: A Systematic Review Since 2016","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4321016476","doi":"https://doi.org/10.1109/tim.2023.3244237"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3244237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3244237","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":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://bura.brunel.ac.uk/bitstream/2438/26610/1/FullText.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100625547","display_name":"Xiaohan Chen","orcid":"https://orcid.org/0000-0001-6462-4216"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaohan Chen","raw_affiliation_strings":["School of Advanced Technology, Xi’an Jiaotong—Liverpool University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi’an Jiaotong—Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030499511","display_name":"Rui Yang","orcid":"https://orcid.org/0000-0002-5634-5476"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Yang","raw_affiliation_strings":["School of Advanced Technology, Xi’an Jiaotong—Liverpool University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi’an Jiaotong—Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039221878","display_name":"Yihao Xue","orcid":"https://orcid.org/0000-0002-3310-4864"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihao Xue","raw_affiliation_strings":["School of Advanced Technology, Xi’an Jiaotong—Liverpool University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi’an Jiaotong—Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064231927","display_name":"Mengjie Huang","orcid":"https://orcid.org/0000-0001-8163-8679"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengjie Huang","raw_affiliation_strings":["Design School, Xi’an Jiaotong—Liverpool University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Design School, Xi’an Jiaotong—Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066443434","display_name":"Roberto Ferrero","orcid":"https://orcid.org/0000-0001-7820-9021"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Roberto Ferrero","raw_affiliation_strings":["Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool, U.K","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100699858","display_name":"Zidong Wang","orcid":"https://orcid.org/0000-0002-9576-7401"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zidong Wang","raw_affiliation_strings":["Department of Computer Science, Brunel University London, Uxbridge, Middlesex, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brunel University London, Uxbridge, Middlesex, U.K","institution_ids":["https://openalex.org/I59433898"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100625547"],"corresponding_institution_ids":["https://openalex.org/I69356397"],"apc_list":null,"apc_paid":null,"fwci":79.6439,"has_fulltext":true,"cited_by_count":442,"citation_normalized_percentile":{"value":0.99998479,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"72","issue":null,"first_page":"1","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9690999984741211,"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/T10809","display_name":"Occupational Health and Safety Research","score":0.9431999921798706,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.8229032754898071},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.8035157918930054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6748310923576355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6374104022979736},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5872026681900024},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5225350856781006},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.4860742390155792},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.42151182889938354},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4110730290412903},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3285325765609741},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.07799273729324341},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06940591335296631}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8229032754898071},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.8035157918930054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6748310923576355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6374104022979736},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5872026681900024},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5225350856781006},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.4860742390155792},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.42151182889938354},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4110730290412903},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3285325765609741},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.07799273729324341},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06940591335296631},{"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tim.2023.3244237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3244237","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:bura.brunel.ac.uk:2438/26610","is_oa":true,"landing_page_url":"https://bura.brunel.ac.uk/handle/2438/26610","pdf_url":"http://bura.brunel.ac.uk/bitstream/2438/26610/1/FullText.pdf","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:bura.brunel.ac.uk:2438/26610","is_oa":true,"landing_page_url":"https://bura.brunel.ac.uk/handle/2438/26610","pdf_url":"http://bura.brunel.ac.uk/bitstream/2438/26610/1/FullText.pdf","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.5299999713897705,"display_name":"Responsible consumption and production"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2123497280","display_name":null,"funder_award_id":"202106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2627359578","display_name":null,"funder_award_id":"KSF-E-34","funder_id":"https://openalex.org/F4320324032","funder_display_name":"Xi\u2019an Jiaotong-Liverpool University"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G393635681","display_name":null,"funder_award_id":"KSF-E-34","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4760375357","display_name":null,"funder_award_id":"20KJB520034","funder_id":"https://openalex.org/F4320335440","funder_display_name":"Natural Science Research of Jiangsu Higher Education Institutions of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5995914264","display_name":null,"funder_award_id":"SYG202106","funder_id":"https://openalex.org/F4320336618","funder_display_name":"Science and Technology Program of Suzhou"},{"id":"https://openalex.org/G6206121827","display_name":null,"funder_award_id":"RDF-18-02-30","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8342352111","display_name":null,"funder_award_id":"61603223","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/F4320324032","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05"},{"id":"https://openalex.org/F4320335440","display_name":"Natural Science Research of Jiangsu Higher Education Institutions of China","ror":null},{"id":"https://openalex.org/F4320336618","display_name":"Science and Technology Program of Suzhou","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4321016476.pdf","grobid_xml":"https://content.openalex.org/works/W4321016476.grobid-xml"},"referenced_works_count":181,"referenced_works":["https://openalex.org/W1565327149","https://openalex.org/W1970594742","https://openalex.org/W1975514583","https://openalex.org/W1997384358","https://openalex.org/W2000086911","https://openalex.org/W2004039783","https://openalex.org/W2007201636","https://openalex.org/W2023883274","https://openalex.org/W2024276457","https://openalex.org/W2028362538","https://openalex.org/W2072378835","https://openalex.org/W2096943734","https://openalex.org/W2117539524","https://openalex.org/W2132265582","https://openalex.org/W2140898374","https://openalex.org/W2165698076","https://openalex.org/W2167682994","https://openalex.org/W2230524333","https://openalex.org/W2296077894","https://openalex.org/W2296641122","https://openalex.org/W2342045095","https://openalex.org/W2395579298","https://openalex.org/W2503752848","https://openalex.org/W2556013418","https://openalex.org/W2561937151","https://openalex.org/W2601590138","https://openalex.org/W2603304445","https://openalex.org/W2731372149","https://openalex.org/W2746111230","https://openalex.org/W2762841298","https://openalex.org/W2763269460","https://openalex.org/W2763583057","https://openalex.org/W2765317657","https://openalex.org/W2768889788","https://openalex.org/W2770183464","https://openalex.org/W2791694051","https://openalex.org/W2792332216","https://openalex.org/W2795765414","https://openalex.org/W2798149494","https://openalex.org/W2886794804","https://openalex.org/W2886924644","https://openalex.org/W2887782657","https://openalex.org/W2891319189","https://openalex.org/W2898375427","https://openalex.org/W2898531359","https://openalex.org/W2898760173","https://openalex.org/W2899279252","https://openalex.org/W2900367617","https://openalex.org/W2900791983","https://openalex.org/W2901639182","https://openalex.org/W2903917280","https://openalex.org/W2904460913","https://openalex.org/W2907541186","https://openalex.org/W2912412749","https://openalex.org/W2915423430","https://openalex.org/W2916064970","https://openalex.org/W2916091221","https://openalex.org/W2922660557","https://openalex.org/W2924922918","https://openalex.org/W2927893014","https://openalex.org/W2930999278","https://openalex.org/W2931331224","https://openalex.org/W2943111148","https://openalex.org/W2945834994","https://openalex.org/W2946048316","https://openalex.org/W2947160970","https://openalex.org/W2953260284","https://openalex.org/W2953680418","https://openalex.org/W2954154461","https://openalex.org/W2957568672","https://openalex.org/W2964937757","https://openalex.org/W2966685465","https://openalex.org/W2967115638","https://openalex.org/W2968171911","https://openalex.org/W2971654674","https://openalex.org/W2971878484","https://openalex.org/W2980113592","https://openalex.org/W2981982720","https://openalex.org/W2984201918","https://openalex.org/W2990122260","https://openalex.org/W2994835796","https://openalex.org/W2995279030","https://openalex.org/W2996850586","https://openalex.org/W2998506103","https://openalex.org/W2998535639","https://openalex.org/W3013328650","https://openalex.org/W3019762726","https://openalex.org/W3025981493","https://openalex.org/W3026006566","https://openalex.org/W3030489213","https://openalex.org/W3032801862","https://openalex.org/W3033043953","https://openalex.org/W3033236487","https://openalex.org/W3034878846","https://openalex.org/W3035352877","https://openalex.org/W3036403470","https://openalex.org/W3037670321","https://openalex.org/W3038952558","https://openalex.org/W3040635344","https://openalex.org/W3040865353","https://openalex.org/W3041076719","https://openalex.org/W3041133507","https://openalex.org/W3042795046","https://openalex.org/W3047675943","https://openalex.org/W3048796145","https://openalex.org/W3084221905","https://openalex.org/W3089446434","https://openalex.org/W3090425814","https://openalex.org/W3094277917","https://openalex.org/W3103707432","https://openalex.org/W3108417453","https://openalex.org/W3110952705","https://openalex.org/W3112738995","https://openalex.org/W3119158641","https://openalex.org/W3119207288","https://openalex.org/W3122985179","https://openalex.org/W3123146821","https://openalex.org/W3128453436","https://openalex.org/W3130516632","https://openalex.org/W3131148586","https://openalex.org/W3134162419","https://openalex.org/W3135547771","https://openalex.org/W3136919081","https://openalex.org/W3146740292","https://openalex.org/W3150282857","https://openalex.org/W3161000068","https://openalex.org/W3166033322","https://openalex.org/W3174151364","https://openalex.org/W3176809148","https://openalex.org/W3177031970","https://openalex.org/W3183445774","https://openalex.org/W3197568299","https://openalex.org/W3200337201","https://openalex.org/W3201753566","https://openalex.org/W3206158121","https://openalex.org/W3206855590","https://openalex.org/W3209120779","https://openalex.org/W3209651137","https://openalex.org/W3210085249","https://openalex.org/W3211121045","https://openalex.org/W3211502785","https://openalex.org/W3213666303","https://openalex.org/W3214474910","https://openalex.org/W3215208047","https://openalex.org/W3215453560","https://openalex.org/W3216007425","https://openalex.org/W4200297686","https://openalex.org/W4200435622","https://openalex.org/W4205561712","https://openalex.org/W4206146696","https://openalex.org/W4206177782","https://openalex.org/W4206394499","https://openalex.org/W4206495689","https://openalex.org/W4207042048","https://openalex.org/W4210522264","https://openalex.org/W4210848839","https://openalex.org/W4211017517","https://openalex.org/W4211242271","https://openalex.org/W4213075002","https://openalex.org/W4220998886","https://openalex.org/W4221122833","https://openalex.org/W4224038970","https://openalex.org/W4225839279","https://openalex.org/W4226058060","https://openalex.org/W4283316872","https://openalex.org/W4285213432","https://openalex.org/W4292295983","https://openalex.org/W4293558656","https://openalex.org/W4311404181","https://openalex.org/W4313325795","https://openalex.org/W4313325965","https://openalex.org/W4313326040","https://openalex.org/W4313326179","https://openalex.org/W4313326430","https://openalex.org/W6633949838","https://openalex.org/W6638667902","https://openalex.org/W6639480849","https://openalex.org/W6728255800","https://openalex.org/W6736412012","https://openalex.org/W6779759045","https://openalex.org/W6891751972"],"related_works":["https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W2951211570","https://openalex.org/W3192840557","https://openalex.org/W4375928479","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W2575656761","https://openalex.org/W3131673289","https://openalex.org/W4393011546"],"abstract_inverted_index":{"The":[0],"traditional":[1],"deep":[2,56,79,104,120,150,176],"learning-based":[3,106,122,152],"bearing":[4,28,88,107,123,187],"fault":[5,40,89,108,124,153,188],"diagnosis":[6,41,90,109,125,154],"approaches":[7,110],"assume":[8],"that":[9],"the":[10,16,27,49,60,70,101,130,145,157,182],"training":[11],"and":[12,76,141,155,160,170],"test":[13],"data":[14,29,65,135],"follow":[15],"same":[17],"distribution.":[18],"This":[19,94],"assumption,":[20,48],"however,":[21],"is":[22,53,127],"not":[23],"always":[24],"true":[25],"for":[26,168],"collected":[30],"in":[31,39,55,87,91,186],"practical":[32],"scenarios,":[33],"leading":[34],"to":[35,45,69,172],"a":[36,97,116,165],"significant":[37],"decline":[38],"performance.":[42],"In":[43,113],"order":[44],"satisfy":[46],"this":[47,114,162],"transfer":[50,80,105,121,151,177],"learning":[51,57,75,81,178],"concept":[52],"introduced":[54],"by":[58,138],"transferring":[59],"knowledge":[61],"learned":[62],"from":[63,129],"other":[64],"or":[66],"models.":[67],"Due":[68],"excellent":[71],"capability":[72],"of":[73,100,103,119,132,149],"feature":[74],"domain":[77,134],"transfer,":[78],"methods":[82,126],"have":[83],"gained":[84],"widespread":[85],"attention":[86],"recent":[92],"years.":[93],"review":[95,99,163],"presents":[96],"comprehensive":[98],"development":[102],"since":[111],"2016.":[112],"review,":[115],"novel":[117],"taxonomy":[118],"proposed":[128],"perspective":[131],"target":[133],"properties":[136],"divided":[137],"labels,":[139],"machines,":[140],"faults.":[142],"By":[143],"covering":[144],"whole":[146],"life":[147],"cycle":[148],"discussing":[156],"research":[158],"challenges":[159],"opportunities,":[161],"provides":[164],"systematic":[166],"guideline":[167],"researchers":[169],"practitioners":[171],"efficiently":[173],"identify":[174],"suitable":[175],"models":[179],"based":[180],"on":[181],"actual":[183],"problems":[184],"encountered":[185],"diagnosis.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":25},{"year":2025,"cited_by_count":228},{"year":2024,"cited_by_count":159},{"year":2023,"cited_by_count":30}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}