{"id":"https://openalex.org/W4324066773","doi":"https://doi.org/10.3390/s23063068","title":"A Domain Adaption ResNet Model to Detect Faults in Roller Bearings Using Vibro-Acoustic Data","display_name":"A Domain Adaption ResNet Model to Detect Faults in Roller Bearings Using Vibro-Acoustic Data","publication_year":2023,"publication_date":"2023-03-13","ids":{"openalex":"https://openalex.org/W4324066773","doi":"https://doi.org/10.3390/s23063068","pmid":"https://pubmed.ncbi.nlm.nih.gov/36991778"},"language":"en","primary_location":{"id":"doi:10.3390/s23063068","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23063068","pdf_url":"https://www.mdpi.com/1424-8220/23/6/3068/pdf?version=1678696167","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/6/3068/pdf?version=1678696167","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100330451","display_name":"Yi Liu","orcid":"https://orcid.org/0000-0001-8153-4028"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Liu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101877250","display_name":"Hang Xiang","orcid":"https://orcid.org/0000-0001-9903-8196"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Xiang","raw_affiliation_strings":["School of Mathematics and Computer Science, Northwest Minzu University, Lanzhou 730000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, Northwest Minzu University, Lanzhou 730000, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004785851","display_name":"Zhansi Jiang","orcid":"https://orcid.org/0000-0003-1169-3538"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhansi Jiang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006189098","display_name":"Jiawei Xiang","orcid":"https://orcid.org/0000-0003-4028-985X"},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiawei Xiang","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Wenzhou University, Wenzhou 325035, China"],"raw_orcid":"https://orcid.org/0000-0003-4028-985X","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Wenzhou University, Wenzhou 325035, China","institution_ids":["https://openalex.org/I146620803"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006189098"],"corresponding_institution_ids":["https://openalex.org/I146620803"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.5972,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82598516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"23","issue":"6","first_page":"3068","last_page":"3068"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9733999967575073,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9681000113487244,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6953113675117493},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.6362641453742981},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5940929651260376},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.5807730555534363},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.580229640007019},{"id":"https://openalex.org/keywords/test-data","display_name":"Test data","score":0.5744034051895142},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5377071499824524},{"id":"https://openalex.org/keywords/acoustic-emission","display_name":"Acoustic emission","score":0.5207638740539551},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5055716037750244},{"id":"https://openalex.org/keywords/time-domain","display_name":"Time domain","score":0.5037748217582703},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49834728240966797},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.48963528871536255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3942895531654358},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3885711431503296},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3764095604419708},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.2706136703491211},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17143717408180237},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.1258658766746521}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6953113675117493},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6362641453742981},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5940929651260376},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.5807730555534363},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.580229640007019},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.5744034051895142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5377071499824524},{"id":"https://openalex.org/C174598085","wikidata":"https://www.wikidata.org/wiki/Q746673","display_name":"Acoustic emission","level":2,"score":0.5207638740539551},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5055716037750244},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.5037748217582703},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49834728240966797},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.48963528871536255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3942895531654358},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3885711431503296},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3764095604419708},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.2706136703491211},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17143717408180237},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.1258658766746521},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23063068","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23063068","pdf_url":"https://www.mdpi.com/1424-8220/23/6/3068/pdf?version=1678696167","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36991778","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36991778","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10051398","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10051398","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10051398/pdf/sensors-23-03068.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:14f2b04a3c11482fbaf65195e16abb3a","is_oa":true,"landing_page_url":"https://doaj.org/article/14f2b04a3c11482fbaf65195e16abb3a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 6, p 3068 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/6/3068/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23063068","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 6; Pages: 3068","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23063068","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23063068","pdf_url":"https://www.mdpi.com/1424-8220/23/6/3068/pdf?version=1678696167","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G307150152","display_name":null,"funder_award_id":"U1909217","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"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4324066773.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1496705380","https://openalex.org/W1982696459","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2521947227","https://openalex.org/W2538776421","https://openalex.org/W2581853886","https://openalex.org/W2587088898","https://openalex.org/W2606521772","https://openalex.org/W2763583057","https://openalex.org/W2889156850","https://openalex.org/W2897164189","https://openalex.org/W2905281262","https://openalex.org/W2907541186","https://openalex.org/W2919115771","https://openalex.org/W2951635614","https://openalex.org/W2974596292","https://openalex.org/W2978303030","https://openalex.org/W2987246358","https://openalex.org/W2996222743","https://openalex.org/W3000113387","https://openalex.org/W3001242017","https://openalex.org/W3005789239","https://openalex.org/W3017047258","https://openalex.org/W3048983776","https://openalex.org/W3082465534","https://openalex.org/W3090238656","https://openalex.org/W3092994524","https://openalex.org/W3138520144","https://openalex.org/W3157154930","https://openalex.org/W3194185277","https://openalex.org/W4200016808","https://openalex.org/W4226067624","https://openalex.org/W4237764467","https://openalex.org/W4282568767","https://openalex.org/W4283581189","https://openalex.org/W4297093294","https://openalex.org/W4304890631","https://openalex.org/W4313554573","https://openalex.org/W4316497078","https://openalex.org/W4317470252","https://openalex.org/W4318264060","https://openalex.org/W4319765299","https://openalex.org/W6629731181","https://openalex.org/W6783146860","https://openalex.org/W6810471357"],"related_works":["https://openalex.org/W2393097294","https://openalex.org/W2765080098","https://openalex.org/W2889442519","https://openalex.org/W2385749422","https://openalex.org/W2009888974","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W3023105672","https://openalex.org/W4241624627","https://openalex.org/W2351803610"],"abstract_inverted_index":{"Intelligent":[0],"fault":[1,188],"diagnosis":[2,106],"of":[3,29,64,107,134,171],"roller":[4,108],"bearings":[5,109],"is":[6,12,25,58,102,117,166,177],"facing":[7],"two":[8],"important":[9],"problems,":[10],"one":[11],"that":[13,180],"train":[14,54],"and":[15,22,37,55,98,113,127,139,174],"test":[16,56,160],"datasets":[17,57],"have":[18],"the":[19,23,26,38,48,51,62,69,74,79,121,125,132,135,161,169,175],"same":[20],"distribution,":[21],"other":[24],"installation":[27],"positions":[28],"accelerometer":[30],"sensors":[31,76],"are":[32,41,145,157],"limited":[33],"in":[34,187],"industrial":[35],"environments,":[36],"collected":[39],"signals":[40,141],"often":[42],"polluted":[43],"by":[44,60],"background":[45],"noise.":[46],"In":[47,72,82],"recent":[49],"years,":[50],"discrepancy":[52,96,123],"between":[53,124],"decreased":[59],"introducing":[61],"idea":[63],"transfer":[65,181],"learning":[66],"to":[67,119,148,159,167,178],"solve":[68],"first":[70,165],"issue.":[71],"addition,":[73],"non-contact":[75],"will":[77],"replace":[78],"contact":[80],"sensors.":[81],"this":[83],"paper,":[84],"a":[85,99],"domain":[86],"adaption":[87],"residual":[88,100],"neural":[89],"network":[90],"(DA-ResNet)":[91],"model":[92],"using":[93],"maximum":[94],"mean":[95],"(MMD)":[97],"connection":[101],"constructed":[103],"for":[104],"cross-domain":[105],"based":[110],"on":[111],"acoustic":[112],"vibration":[114,140],"data.":[115],"MMD":[116],"used":[118],"minimize":[120],"distribution":[122],"source":[126],"target":[128],"domains,":[129],"thereby":[130],"improving":[131],"transferability":[133],"learned":[136],"features.":[137],"Acoustic":[138],"from":[142],"three":[143],"directions":[144],"simultaneously":[146],"sampled":[147],"provide":[149],"more":[150],"complete":[151],"bearing":[152],"information.":[153],"Two":[154],"experimental":[155],"cases":[156],"conducted":[158],"ideas":[162],"presented.":[163],"The":[164],"verify":[168],"necessity":[170],"multi-source":[172],"data,":[173],"second":[176],"demonstrate":[179],"operation":[182],"can":[183],"improve":[184],"recognition":[185],"accuracy":[186],"diagnosis.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}