{"id":"https://openalex.org/W4389731355","doi":"https://doi.org/10.3233/faia231039","title":"Bearing Fault Diagnosis Based on Auto-Encoder Combined with CNN","display_name":"Bearing Fault Diagnosis Based on Auto-Encoder Combined with CNN","publication_year":2023,"publication_date":"2023-12-12","ids":{"openalex":"https://openalex.org/W4389731355","doi":"https://doi.org/10.3233/faia231039"},"language":"en","primary_location":{"id":"doi:10.3233/faia231039","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia231039","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA231039","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA231039","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078161300","display_name":"Fei Yuan","orcid":"https://orcid.org/0000-0003-3985-0726"},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fei Yuan","raw_affiliation_strings":["Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China"],"affiliations":[{"raw_affiliation_string":"Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China","institution_ids":["https://openalex.org/I4210132539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072129614","display_name":"Panpan Xun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Panpan Xun","raw_affiliation_strings":["Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China"],"affiliations":[{"raw_affiliation_string":"Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China","institution_ids":["https://openalex.org/I4210132539"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wei Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China"],"affiliations":[{"raw_affiliation_string":"Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China","institution_ids":["https://openalex.org/I4210132539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002906186","display_name":"Shibin Su","orcid":"https://orcid.org/0000-0001-8901-5863"},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shibin Su","raw_affiliation_strings":["Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China"],"affiliations":[{"raw_affiliation_string":"Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China","institution_ids":["https://openalex.org/I4210132539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078161300"],"corresponding_institution_ids":["https://openalex.org/I4210132539"],"apc_list":null,"apc_paid":null,"fwci":2.3471,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90937603,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9957000017166138,"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":0.9957000017166138,"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":0.9671000242233276,"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/fault","display_name":"Fault (geology)","score":0.7475016713142395},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.7375290393829346},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6878282427787781},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6474841833114624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5451844930648804},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.47797462344169617},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4710654616355896},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.44486624002456665},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.428413450717926},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.06889230012893677}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.7475016713142395},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.7375290393829346},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6878282427787781},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6474841833114624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5451844930648804},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.47797462344169617},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4710654616355896},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.44486624002456665},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.428413450717926},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.06889230012893677},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia231039","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia231039","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA231039","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia231039","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia231039","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA231039","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4000000059604645,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4389731355.pdf"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W243674440","https://openalex.org/W2194775991","https://openalex.org/W2466735807","https://openalex.org/W2957568672","https://openalex.org/W2966008650","https://openalex.org/W3019860881","https://openalex.org/W3081074546","https://openalex.org/W3094105523","https://openalex.org/W3161853558","https://openalex.org/W3163734136","https://openalex.org/W3163781022","https://openalex.org/W4211058054","https://openalex.org/W4213018270","https://openalex.org/W4220903119","https://openalex.org/W4292852481","https://openalex.org/W4296219852","https://openalex.org/W4308315257","https://openalex.org/W4308331003","https://openalex.org/W4309469162"],"related_works":["https://openalex.org/W4390516098","https://openalex.org/W2035937180","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W3196220745","https://openalex.org/W2575656761","https://openalex.org/W2065631063","https://openalex.org/W2378667342","https://openalex.org/W2594567802","https://openalex.org/W2363739414"],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,35,41,68,72,78,81,86,98,101,136,139,145],"problem":[3,36],"that":[4,37],"traditional":[5],"bearing":[6,23,46,87],"fault":[7,24,30,47,88,111,121],"diagnosis":[8,25,48,89,112,122],"methods":[9],"rely":[10],"on":[11,51,94],"professional":[12],"knowledge":[13],"and":[14,65,71,104,142],"are":[15],"tedious,":[16],"this":[17],"paper":[18],"proposes":[19],"an":[20],"end-to-end":[21],"CNN-based":[22],"model":[26,49],"to":[27,84],"achieve":[28,85],"automatic":[29],"recognition.":[31],"In":[32],"addition,":[33],"considering":[34],"noise":[38,129],"exists":[39],"in":[40],"actual":[42],"working":[43],"conditions,":[44],"a":[45],"based":[50],"Auto-encoder":[52],"(AE)":[53],"combined":[54],"with":[55,138,144],"CNN":[56,83,103,108,137],"is":[57,63,75,132],"proposed":[58],"(AE-CNN).":[59],"The":[60,106,117],"noisy":[61,91],"signal":[62],"coded":[64],"decoded":[66],"by":[67],"designed":[69,82,102,107],"AE,":[70],"de-noised":[73],"result":[74],"used":[76],"as":[77],"input":[79],"of":[80,100,147],"under":[90,114,124],"conditions.":[92],"Experiments":[93],"CWRU":[95],"have":[96],"proved":[97],"effectiveness":[99],"AE-CNN.":[105],"achieves":[109,119],"99.83%":[110],"accuracy":[113,123],"noise-free":[115],"condition.":[116],"AE-CNN":[118],"97.14%":[120],"\u20134db":[125],"signal-to-noise":[126],"ratio":[127],"(SNR)":[128],"condition,":[130],"which":[131],"2.31%":[133],"higher":[134],"than":[135],"same":[140],"noise,":[141],"compared":[143],"results":[146],"other":[148],"advanced":[149],"methods,":[150],"it":[151],"has":[152],"achieved":[153],"competitive":[154],"results.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
