{"id":"https:\/\/openalex.org\/W4403303984","doi":"https:\/\/doi.org\/10.1177\/01423312241279701","title":"Concurrent bearing faults diagnosis with CNN-based object detection\u2014An evaluation","display_name":"Concurrent bearing faults diagnosis with CNN-based object detection\u2014An evaluation","publication_year":2024,"publication_date":"2024-10-10","ids":{"openalex":"https:\/\/openalex.org\/W4403303984","doi":"https:\/\/doi.org\/10.1177\/01423312241279701"},"language":"en","primary_location":{"id":"doi:10.1177\/01423312241279701","is_oa":false,"landing_page_url":"https:\/\/doi.org\/10.1177\/01423312241279701","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\/A5061060775","display_name":"Yue Dong","orcid":null},"institutions":[{"id":"https:\/\/openalex.org\/I77631543","display_name":"Wuxi Institute of Technology","ror":"https:\/\/ror.org\/00ab95029","country_code":"CN","type":"education","lineage":["https:\/\/openalex.org\/I77631543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Dong","raw_affiliation_strings":["School of Integrated Circuits, Wuxi Institute of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Wuxi Institute of Technology, China","institution_ids":["https:\/\/openalex.org\/I77631543"]}]},{"author_position":"middle","author":{"id":"https:\/\/openalex.org\/A5077181434","display_name":"Weilin Yang","orcid":"https:\/\/orcid.org\/0000-0003-3112-3372"},"institutions":[{"id":"https:\/\/openalex.org\/I111599522","display_name":"Jiangnan University","ror":"https:\/\/ror.org\/04mkzax54","country_code":"CN","type":"education","lineage":["https:\/\/openalex.org\/I111599522"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weilin Yang","raw_affiliation_strings":["School of Internet of Things Engineering, Jiangnan University, China"],"affiliations":[{"raw_affiliation_string":"School of Internet of Things Engineering, Jiangnan University, China","institution_ids":["https:\/\/openalex.org\/I111599522"]}]},{"author_position":"middle","author":{"id":"https:\/\/openalex.org\/A5100460179","display_name":"Chao Zhang","orcid":"https:\/\/orcid.org\/0000-0002-5162-9568"},"institutions":[{"id":"https:\/\/openalex.org\/I111599522","display_name":"Jiangnan University","ror":"https:\/\/ror.org\/04mkzax54","country_code":"CN","type":"education","lineage":["https:\/\/openalex.org\/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Zhang","raw_affiliation_strings":["School of Internet of Things Engineering, Jiangnan University, China"],"affiliations":[{"raw_affiliation_string":"School of Internet of Things Engineering, Jiangnan University, China","institution_ids":["https:\/\/openalex.org\/I111599522"]}]},{"author_position":"middle","author":{"id":"https:\/\/openalex.org\/A5048197646","display_name":"Yongwei Zhang","orcid":"https:\/\/orcid.org\/0000-0003-4216-2860"},"institutions":[{"id":"https:\/\/openalex.org\/I111599522","display_name":"Jiangnan University","ror":"https:\/\/ror.org\/04mkzax54","country_code":"CN","type":"education","lineage":["https:\/\/openalex.org\/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongwei Zhang","raw_affiliation_strings":["School of Internet of Things Engineering, Jiangnan University, China"],"affiliations":[{"raw_affiliation_string":"School of Internet of Things Engineering, Jiangnan University, China","institution_ids":["https:\/\/openalex.org\/I111599522"]}]},{"author_position":"middle","author":{"id":"https:\/\/openalex.org\/A5018249229","display_name":"Dezhi Xu","orcid":"https:\/\/orcid.org\/0000-0002-7906-4255"},"institutions":[{"id":"https:\/\/openalex.org\/I76569877","display_name":"Southeast University","ror":"https:\/\/ror.org\/04ct4d772","country_code":"CN","type":"education","lineage":["https:\/\/openalex.org\/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dezhi Xu","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, China","institution_ids":["https:\/\/openalex.org\/I76569877"]}]},{"author_position":"last","author":{"id":"https:\/\/openalex.org\/A5051182280","display_name":"Tinglong Pan","orcid":"https:\/\/orcid.org\/0000-0002-9431-3619"},"institutions":[{"id":"https:\/\/openalex.org\/I111599522","display_name":"Jiangnan University","ror":"https:\/\/ror.org\/04mkzax54","country_code":"CN","type":"education","lineage":["https:\/\/openalex.org\/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tinglong Pan","raw_affiliation_strings":["School of Internet of Things Engineering, Jiangnan University, China"],"affiliations":[{"raw_affiliation_string":"School of Internet of Things Engineering, Jiangnan University, China","institution_ids":["https:\/\/openalex.org\/I111599522"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https:\/\/openalex.org\/A5077181434"],"corresponding_institution_ids":["https:\/\/openalex.org\/I111599522"],"apc_list":null,"apc_paid":null,"fwci":1.2913,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80778492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"47","issue":"14","first_page":"2940","last_page":"2950"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https:\/\/openalex.org\/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9990000128746033,"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":0.9990000128746033,"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\/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9455000162124634,"subfield":{"id":"https:\/\/openalex.org\/subfields\/2209","display_name":"Industrial and Manufacturing 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\/T12707","display_name":"Vehicle License Plate Recognition","score":0.9434999823570251,"subfield":{"id":"https:\/\/openalex.org\/subfields\/2214","display_name":"Media Technology"},"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\/computer-science","display_name":"Computer science","score":0.6026418209075928},{"id":"https:\/\/openalex.org\/keywords\/bearing","display_name":"Bearing (navigation)","score":0.5773992538452148},{"id":"https:\/\/openalex.org\/keywords\/artificial-intelligence","display_name":"Artificial intelligence","score":0.5376819968223572},{"id":"https:\/\/openalex.org\/keywords\/object-detection","display_name":"Object detection","score":0.4853152632713318},{"id":"https:\/\/openalex.org\/keywords\/object","display_name":"Object (grammar)","score":0.47745874524116516},{"id":"https:\/\/openalex.org\/keywords\/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4572060704231262},{"id":"https:\/\/openalex.org\/keywords\/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4296583831310272},{"id":"https:\/\/openalex.org\/keywords\/fault","display_name":"Fault (geology)","score":0.42438986897468567},{"id":"https:\/\/openalex.org\/keywords\/computer-vision","display_name":"Computer vision","score":0.4136422872543335},{"id":"https:\/\/openalex.org\/keywords\/data-mining","display_name":"Data mining","score":0.3501446545124054},{"id":"https:\/\/openalex.org\/keywords\/geology","display_name":"Geology","score":0.18531373143196106},{"id":"https:\/\/openalex.org\/keywords\/seismology","display_name":"Seismology","score":0.1294400990009308}],"concepts":[{"id":"https:\/\/openalex.org\/C41008148","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q21198","display_name":"Computer science","level":0,"score":0.6026418209075928},{"id":"https:\/\/openalex.org\/C199978012","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.5773992538452148},{"id":"https:\/\/openalex.org\/C154945302","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5376819968223572},{"id":"https:\/\/openalex.org\/C2776151529","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q3045304","display_name":"Object detection","level":3,"score":0.4853152632713318},{"id":"https:\/\/openalex.org\/C2781238097","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q175026","display_name":"Object (grammar)","level":2,"score":0.47745874524116516},{"id":"https:\/\/openalex.org\/C152745839","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4572060704231262},{"id":"https:\/\/openalex.org\/C153180895","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4296583831310272},{"id":"https:\/\/openalex.org\/C175551986","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q47089","display_name":"Fault (geology)","level":2,"score":0.42438986897468567},{"id":"https:\/\/openalex.org\/C31972630","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q844240","display_name":"Computer vision","level":1,"score":0.4136422872543335},{"id":"https:\/\/openalex.org\/C124101348","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q172491","display_name":"Data mining","level":1,"score":0.3501446545124054},{"id":"https:\/\/openalex.org\/C127313418","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q1069","display_name":"Geology","level":0,"score":0.18531373143196106},{"id":"https:\/\/openalex.org\/C165205528","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q83371","display_name":"Seismology","level":1,"score":0.1294400990009308},{"id":"https:\/\/openalex.org\/C172707124","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q423488","display_name":"Actuator","level":2,"score":0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177\/01423312241279701","is_oa":false,"landing_page_url":"https:\/\/doi.org\/10.1177\/01423312241279701","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":[{"id":"https:\/\/metadata.un.org\/sdg\/8","display_name":"Decent work and economic growth","score":0.7699999809265137}],"awards":[{"id":"https:\/\/openalex.org\/G6326684453","display_name":null,"funder_award_id":"61903158","funder_id":"https:\/\/openalex.org\/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https:\/\/openalex.org\/G668571224","display_name":null,"funder_award_id":"61973140","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https:\/\/openalex.org\/W639708223","https:\/\/openalex.org\/W1969494221","https:\/\/openalex.org\/W1969881522","https:\/\/openalex.org\/W2040070030","https:\/\/openalex.org\/W2066980082","https:\/\/openalex.org\/W2074321836","https:\/\/openalex.org\/W2104972512","https:\/\/openalex.org\/W2194775991","https:\/\/openalex.org\/W2323403147","https:\/\/openalex.org\/W2744790985","https:\/\/openalex.org\/W2762841298","https:\/\/openalex.org\/W2767031373","https:\/\/openalex.org\/W2768753204","https:\/\/openalex.org\/W2799599955","https:\/\/openalex.org\/W2912412749","https:\/\/openalex.org\/W2916091221","https:\/\/openalex.org\/W2953680418","https:\/\/openalex.org\/W2962907896","https:\/\/openalex.org\/W2968171911","https:\/\/openalex.org\/W2978077076","https:\/\/openalex.org\/W2979655715","https:\/\/openalex.org\/W2990122260","https:\/\/openalex.org\/W2998506103","https:\/\/openalex.org\/W3012040475","https:\/\/openalex.org\/W3014615236","https:\/\/openalex.org\/W3025770049","https:\/\/openalex.org\/W3035414587","https:\/\/openalex.org\/W3049546269","https:\/\/openalex.org\/W3166382720","https:\/\/openalex.org\/W3196420684","https:\/\/openalex.org\/W3203715490","https:\/\/openalex.org\/W4226432784","https:\/\/openalex.org\/W4289728238","https:\/\/openalex.org\/W4302287653","https:\/\/openalex.org\/W4313410902"],"related_works":["https:\/\/openalex.org\/W2035937180","https:\/\/openalex.org\/W3196220745","https:\/\/openalex.org\/W2061308401","https:\/\/openalex.org\/W2575656761","https:\/\/openalex.org\/W2065631063","https:\/\/openalex.org\/W2378667342","https:\/\/openalex.org\/W2594567802","https:\/\/openalex.org\/W2363739414","https:\/\/openalex.org\/W4292830139","https:\/\/openalex.org\/W4319309705"],"abstract_inverted_index":{"With":[0,166],"the":[1,28,42,62,76,114,129,138,156,167,170,173],"development":[2],"of":[3,58,89,97,140,162,169],"deep":[4],"learning,":[5],"convolution":[6],"neural":[7],"network":[8,71],"(CNN)-based":[9],"classifiers":[10],"have":[11,39],"already":[12],"been":[13],"demonstrated":[14],"as":[15],"a":[16,55,105,149],"powerful":[17],"method":[18],"to":[19,40,82,112,136],"detect":[20],"bearing":[21,37,49,85,101,116,123,189],"fault":[22,43,50,117,124,190],"in":[23,67,104,131,145,160,187],"wavelet-transformed":[24],"time-frequency":[25,107,163],"images.":[26],"However,":[27],"real-world":[29],"motor":[30],"operations":[31],"that":[32,45],"suffer":[33],"from":[34],"concurrently":[35],"occurred":[36],"faults":[38,86,102],"define":[41,113],"labels":[44,59,118],"take":[46],"all":[47,121],"possible":[48,122],"combinations":[51],"into":[52],"account.":[53],"Such":[54],"large":[56],"number":[57],"significantly":[60],"increase":[61],"labor":[63],"and":[64,70,179],"time":[65],"costs":[66],"dataset":[68,132],"labeling":[69],"training.":[72],"In":[73,134],"this":[74],"study,":[75],"CNN-based":[77],"object":[78,93],"detection":[79,94,183],"is":[80,95,153,176,185],"suggested":[81],"perform":[83],"concurrent":[84,188],"diagnosis":[87],"instead":[88],"conventional":[90],"classifiers.":[91],"Since":[92],"capable":[96],"identifying":[98],"multiple":[99],"individual":[100,115],"independently":[103],"single":[106],"image,":[108],"it":[109],"only":[110],"requires":[111],"rather":[119],"than":[120],"combinations.":[125],"It":[126],"dramatically":[127],"reduces":[128],"workload":[130],"preparation.":[133],"addition,":[135],"address":[137],"issue":[139],"relatively":[141],"high":[142],"noise":[143,174],"level":[144,175],"weak":[146],"abnormal":[147],"vibrations,":[148],"moving":[150,171],"average":[151],"scheme":[152],"applied":[154],"on":[155],"time-domain":[157],"vibration":[158],"signal":[159],"advance":[161],"image":[164],"generation.":[165],"assistance":[168],"average,":[172],"effectively":[177],"suppressed,":[178],"x":[180],"times":[181],"higher":[182],"accuracy":[184],"achieved":[186],"diagnosis.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}