{"id":"https://openalex.org/W4393372883","doi":"https://doi.org/10.1109/tim.2024.3383498","title":"Adaptive Feature-Oriented Dictionary Learning and Sparse Classification Framework for Bearing Compound Fault Diagnosis","display_name":"Adaptive Feature-Oriented Dictionary Learning and Sparse Classification Framework for Bearing Compound Fault Diagnosis","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4393372883","doi":"https://doi.org/10.1109/tim.2024.3383498"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3383498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3383498","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":"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/A5066173871","display_name":"Wei Fan","orcid":"https://orcid.org/0000-0002-5980-4527"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Fan","raw_affiliation_strings":["School of Mechanical Engineering, Jiangsu Province and Education Ministry Co-Sponsored Synergistic Innovation Center of Modern Agricultural Equipment, Jiangsu University, Zhenjiang, China"],"raw_orcid":"https://orcid.org/0000-0002-5980-4527","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu Province and Education Ministry Co-Sponsored Synergistic Innovation Center of Modern Agricultural Equipment, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102001722","display_name":"Chenxi Yang","orcid":"https://orcid.org/0009-0005-6807-1766"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxi Yang","raw_affiliation_strings":["School of Mechanical Engineering, Jiangsu University, Zhenjiang, China"],"raw_orcid":"https://orcid.org/0009-0005-6807-1766","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101490811","display_name":"Chao Chen","orcid":"https://orcid.org/0000-0002-1410-5466"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Chen","raw_affiliation_strings":["School of Mechanical Engineering, Jiangsu University, Zhenjiang, China"],"raw_orcid":"https://orcid.org/0000-0002-1410-5466","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102860626","display_name":"Changbo He","orcid":"https://orcid.org/0000-0003-4180-5334"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changbo He","raw_affiliation_strings":["School of Electrical Engineering and Automation, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-4180-5334","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Automation, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078419425","display_name":"Ye Yuan","orcid":"https://orcid.org/0000-0001-6933-1834"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Yuan","raw_affiliation_strings":["School of Electrical and Information Engineering, Jiangsu University, Zhenjiang, China"],"raw_orcid":"https://orcid.org/0000-0001-6933-1834","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100414485","display_name":"Ying Li","orcid":"https://orcid.org/0000-0003-4968-4100"},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210166367","display_name":"Nanjing Institute of Agricultural Mechanization","ror":"https://ror.org/05xgaq910","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987","https://openalex.org/I4210166367"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Li","raw_affiliation_strings":["Nanjing Institute of Agricultural Mechanization, Ministry of Agriculture and Rural Affairs, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-4968-4100","affiliations":[{"raw_affiliation_string":"Nanjing Institute of Agricultural Mechanization, Ministry of Agriculture and Rural Affairs, Nanjing, China","institution_ids":["https://openalex.org/I4210166367","https://openalex.org/I4210151987"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5066173871"],"corresponding_institution_ids":["https://openalex.org/I115592961"],"apc_list":null,"apc_paid":null,"fwci":2.7924,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.90238126,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9555000066757202,"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":0.9555000066757202,"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9376000165939331,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9118000268936157,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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":0.6343241333961487},{"id":"https://openalex.org/keywords/dictionary-learning","display_name":"Dictionary learning","score":0.6063024401664734},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5609334111213684},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5435963869094849},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5055582523345947},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4756205379962921},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.460290789604187},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.45773768424987793},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4303399920463562},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3638223707675934},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.3296546936035156}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6343241333961487},{"id":"https://openalex.org/C2988886741","wikidata":"https://www.wikidata.org/wiki/Q25304494","display_name":"Dictionary learning","level":3,"score":0.6063024401664734},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5609334111213684},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5435963869094849},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5055582523345947},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4756205379962921},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.460290789604187},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.45773768424987793},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4303399920463562},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3638223707675934},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.3296546936035156},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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":1,"locations":[{"id":"doi:10.1109/tim.2024.3383498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3383498","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G1702296608","display_name":null,"funder_award_id":"52305109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2871344575","display_name":null,"funder_award_id":"52305085","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6524235382","display_name":null,"funder_award_id":"2023M740021","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7198729434","display_name":null,"funder_award_id":"2023M732218","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7297891317","display_name":null,"funder_award_id":"52375100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8309485730","display_name":null,"funder_award_id":"2108085QE229","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1895097333","https://openalex.org/W1963932623","https://openalex.org/W2217481588","https://openalex.org/W2583356199","https://openalex.org/W2793173527","https://openalex.org/W2799398483","https://openalex.org/W2803509947","https://openalex.org/W2805662770","https://openalex.org/W2807998075","https://openalex.org/W2884730834","https://openalex.org/W2899369559","https://openalex.org/W2909067387","https://openalex.org/W2963177878","https://openalex.org/W2967235543","https://openalex.org/W2989998113","https://openalex.org/W2995047097","https://openalex.org/W2998780022","https://openalex.org/W3014675408","https://openalex.org/W3066823240","https://openalex.org/W3088499671","https://openalex.org/W3096932637","https://openalex.org/W3108989920","https://openalex.org/W3113920382","https://openalex.org/W3136937830","https://openalex.org/W3148181069","https://openalex.org/W3211760798","https://openalex.org/W4200264368","https://openalex.org/W4205133975","https://openalex.org/W4213046848","https://openalex.org/W4225942666","https://openalex.org/W4292869653","https://openalex.org/W4293879960","https://openalex.org/W4327773775","https://openalex.org/W4361000023"],"related_works":["https://openalex.org/W2509955295","https://openalex.org/W2572092625","https://openalex.org/W1987225540","https://openalex.org/W2363993830","https://openalex.org/W2561456314","https://openalex.org/W2249096836","https://openalex.org/W1992008660","https://openalex.org/W2116933539","https://openalex.org/W1587263836","https://openalex.org/W1778286912"],"abstract_inverted_index":{"Under":[0],"the":[1,16,92,97,104,120,126,153],"complex":[2],"operating":[3],"conditions":[4],"of":[5,18],"large":[6],"rotating":[7],"machinery,":[8],"bearings":[9],"can":[10],"suffer":[11],"compound":[12,43],"failures.":[13],"To":[14],"address":[15],"challenge":[17],"extracting":[19],"fault":[20,44,47],"features":[21],"in":[22,125],"heavy":[23],"noisy":[24],"environments":[25],"and":[26,35,54,67,90,145,165],"accurately":[27],"identifying":[28],"bearing":[29,42,139],"conditions,":[30],"adaptive":[31,121],"feature-oriented":[32],"dictionary":[33,99],"learning":[34],"sparse":[36],"classification":[37,105,158],"framework":[38],"is":[39,50,76,100,107,115],"proposed":[40,113,154],"for":[41,74,109,170],"diagnosis.":[45],"Adaptive":[46],"feature":[48,61,65,122],"screening":[49],"accomplished":[51],"by":[52,102,135],"intra-class":[53],"inter-class":[55],"distance":[56],"metrics":[57],"to":[58,63,87,117,150,162],"eliminate":[59],"redundant":[60],"sets":[62],"construct":[64],"training":[66],"testing":[68],"sets.":[69],"Subsequently,":[70],"an":[71],"objective":[72],"function":[73],"multi-classification":[75],"constructed":[77],"utilizing":[78],"<italic":[79],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[80,83],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">l</i>":[81],"<sub":[82],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[84],"norm":[85],"constraint":[86],"ensure":[88],"convexity":[89],"enhance":[91],"solution":[93],"properties.":[94],"Finally,":[95],"after":[96],"optimal":[98],"derived":[101],"iteration,":[103],"vector":[106],"computed":[108],"effective":[110],"classification.":[111],"The":[112],"method":[114,155],"validated":[116],"effectively":[118],"solve":[119],"selection":[123],"problem":[124],"label":[127],"consistent":[128],"K-means":[129],"singular":[130],"value":[131],"decomposition":[132],"(LC-KSVD)":[133],"algorithm":[134],"simulated":[136],"signals,":[137],"rolling":[138],"acquisition":[140],"signals":[141],"from":[142],"tractor":[143],"gearbox":[144,146],"test":[147],"bench.":[148],"Compared":[149],"traditional":[151],"methods,":[152],"exhibits":[156],"higher":[157],"accuracy,":[159],"increased":[160],"robustness":[161],"background":[163],"noise":[164],"thus":[166],"providing":[167],"valuable":[168],"insights":[169],"practical":[171],"engineering":[172],"applications.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}