{"id":"https://openalex.org/W4400946005","doi":"https://doi.org/10.1109/yac63405.2024.10598778","title":"Fault Diagnosis of Rolling Bearing Based on CBAM-ICNN","display_name":"Fault Diagnosis of Rolling Bearing Based on CBAM-ICNN","publication_year":2024,"publication_date":"2024-06-07","ids":{"openalex":"https://openalex.org/W4400946005","doi":"https://doi.org/10.1109/yac63405.2024.10598778"},"language":"en","primary_location":{"id":"doi:10.1109/yac63405.2024.10598778","doi":"https://doi.org/10.1109/yac63405.2024.10598778","is_oa":false,"landing_page_url":"https://doi.org/10.1109/yac63405.2024.10598778","pdf_url":null,"source":{"id":"https://openalex.org/S4363607866","display_name":"Youth Academic Annual Conference of Chinese Association of Automation (YAC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 39th Youth Academic Annual Conference of Chinese Association of Automation (YAC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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":null,"display_name":"Shengqiang Yan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengqiang Yan","raw_affiliation_strings":["Linyi University,School of Automation and Electrical Engineering,Linyi,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Linyi University,School of Automation and Electrical Engineering,Linyi,China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107880748","display_name":"Hao Wei","orcid":"https://orcid.org/0000-0001-5217-3008","observed_orcids":["https://orcid.org/0000-0001-5217-3008"]},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wei","raw_affiliation_strings":["Linyi University,School of Automation and Electrical Engineering,Linyi,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Linyi University,School of Automation and Electrical Engineering,Linyi,China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101826262","display_name":"Chunmei Yang","orcid":"https://orcid.org/0000-0003-4810-1049","observed_orcids":["https://orcid.org/0000-0003-4810-1049"]},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunmei Yang","raw_affiliation_strings":["Linyi University,School of Automation and Electrical Engineering,Linyi,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Linyi University,School of Automation and Electrical Engineering,Linyi,China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090666395","display_name":"Zhaodong Liu","orcid":"https://orcid.org/0000-0003-3045-6191","observed_orcids":["https://orcid.org/0000-0003-3045-6191"]},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaodong Liu","raw_affiliation_strings":["Linyi University,School of Automation and Electrical Engineering,Linyi,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Linyi University,School of Automation and Electrical Engineering,Linyi,China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100378884","display_name":"Sen Zhang","orcid":"https://orcid.org/0000-0002-4429-3998","observed_orcids":["https://orcid.org/0000-0002-4429-3998"]},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sen Zhang","raw_affiliation_strings":["Linyi University,School of Automation and Electrical Engineering,Linyi,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Linyi University,School of Automation and Electrical Engineering,Linyi,China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015565945","display_name":"Lin Zhao","orcid":"https://orcid.org/0000-0002-4331-5307","observed_orcids":["https://orcid.org/0000-0002-4331-5307"]},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Zhao","raw_affiliation_strings":["Linyi University,School of Automation and Electrical Engineering,Linyi,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Linyi University,School of Automation and Electrical Engineering,Linyi,China","institution_ids":["https://openalex.org/I15823474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I15823474"],"apc_list":null,"apc_paid":null,"fwci":2.5878,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90721285,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1420","last_page":"1425"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":1.0,"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":1.0,"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":0.0,"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":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rolling-bearing-fault-diagnosis","display_name":"rolling bearing fault diagnosis","score":1.0},{"id":"https://openalex.org/keywords/convolutional-block-attention-module","display_name":"CBAM","score":0.9629999995231628},{"id":"https://openalex.org/keywords/cbam-attention-module","display_name":"CBAM attention mechanism","score":0.6169999837875366},{"id":"https://openalex.org/keywords/short-time-fourier-transform","display_name":"short-time Fourier transform","score":0.7979999780654907},{"id":"https://openalex.org/keywords/vibration-signals","display_name":"vibration signals","score":0.597000002861023},{"id":"https://openalex.org/keywords/time-frequency-images","display_name":"time-frequency images","score":0.9340000152587891},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.6700000166893005},{"id":"https://openalex.org/keywords/fault-classification","display_name":"fault classification","score":0.734000027179718},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.7910000085830688}],"concepts":[{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.7233766317367554},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6638200283050537},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44738391041755676},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.38496407866477966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2371923327445984},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21514776349067688},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13253217935562134},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.06676113605499268}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/yac63405.2024.10598778","doi":"https://doi.org/10.1109/yac63405.2024.10598778","is_oa":false,"landing_page_url":"https://doi.org/10.1109/yac63405.2024.10598778","pdf_url":null,"source":{"id":"https://openalex.org/S4363607866","display_name":"Youth Academic Annual Conference of Chinese Association of Automation (YAC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 39th Youth Academic Annual Conference of Chinese Association of Automation (YAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323252","display_name":"Linyi University","ror":"https://ror.org/01knv0402"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2102372511","https://openalex.org/W2768643127","https://openalex.org/W3081074546","https://openalex.org/W3083391225","https://openalex.org/W3134164546","https://openalex.org/W3135584819","https://openalex.org/W4212867400","https://openalex.org/W4225815954","https://openalex.org/W4281563255","https://openalex.org/W4285157114","https://openalex.org/W4302027494","https://openalex.org/W4308331003","https://openalex.org/W4318827194","https://openalex.org/W4366380080","https://openalex.org/W4378588777","https://openalex.org/W4383502298","https://openalex.org/W4385752950","https://openalex.org/W4388741354","https://openalex.org/W4392349400"],"related_works":["https://openalex.org/W7151282840","https://openalex.org/W4319337079","https://openalex.org/W4388297237","https://openalex.org/W4388704145","https://openalex.org/W4406743361","https://openalex.org/W4407774546","https://openalex.org/W4389251157","https://openalex.org/W4385486615","https://openalex.org/W4391742365","https://openalex.org/W4394864463"],"abstract_inverted_index":{"Rolling":[0],"bearing":[1,26,143],"is":[2,13,44,103,117,144],"one":[3],"of":[4,8,14,84,96,132,141,149],"the":[5,25,65,82,86,94,99,113,120,130,133,138],"key":[6,38],"components":[7],"mechanical":[9],"equipment,":[10],"and":[11,51,92,126],"it":[12],"great":[15],"practical":[16],"significance":[17],"to":[18,89],"ensure":[19],"its":[20],"normal":[21],"operation.":[22],"Note":[23],"that":[24],"fault":[27,41,127,139],"diagnosis":[28,42,140],"method":[29,43],"based":[30,46],"on":[31,47],"convolutional":[32,52,56,108],"neural":[33,53,109],"network":[34,54],"cannot":[35],"adaptively":[36],"extract":[37],"features.":[39],"A":[40],"proposed":[45,134],"short-time":[48,77],"fourier":[49,78],"transform":[50],"with":[55],"block":[57],"attention":[58,88,101],"module":[59,122],"(STFT-CBAM-ICNN)":[60],"in":[61,137],"this":[62],"paper.":[63],"Firstly,":[64],"one-dimensional":[66],"vibration":[67],"signals":[68],"are":[69],"transformed":[70,114],"into":[71,105,119],"two-dimensional":[72],"time-frequency":[73],"images":[74],"by":[75,146],"using":[76],"transform.":[79],"Secondly,":[80],"for":[81,123],"purpose":[83],"increasing":[85],"network\u2019s":[87],"important":[90],"features":[91],"improve":[93],"ability":[95],"feature":[97,124],"extraction,":[98],"CBAM":[100],"mechanism":[102],"embedded":[104],"an":[106],"improved":[107],"network.":[110],"In":[111],"addition,":[112],"image":[115],"data":[116],"fed":[118],"CBAM-ICNN":[121],"extraction":[125],"classification.":[128],"Finally,":[129],"effectiveness":[131],"STFT-CBAM-ICNN":[135],"model":[136],"rolling":[142],"verified":[145],"several":[147],"sets":[148],"comparative":[150],"experiments.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-07-25T00:00:00"}