{"id":"https://openalex.org/W3184428741","doi":"https://doi.org/10.1109/access.2021.3097443","title":"Collaborative Double Difference Sparse Regularization and Convex Optimization for Bearing Fault Detection","display_name":"Collaborative Double Difference Sparse Regularization and Convex Optimization for Bearing Fault Detection","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3184428741","doi":"https://doi.org/10.1109/access.2021.3097443","mag":"3184428741"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3097443","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3097443","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09486892.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09486892.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100746709","display_name":"Feng Liu","orcid":"https://orcid.org/0000-0002-1888-4727"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Liu","raw_affiliation_strings":["School of Mechanical Engineering, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342845","display_name":"Xinxin Li","orcid":"https://orcid.org/0000-0002-0780-5771"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinxin Li","raw_affiliation_strings":["School of Mechanical Engineering, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101778368","display_name":"Ke-xue Huang","orcid":"https://orcid.org/0000-0002-7302-1465"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kexue Huang","raw_affiliation_strings":["School of Mechanical Engineering, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015156064","display_name":"Jiangshu Xiang","orcid":"https://orcid.org/0000-0002-7366-9026"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangshu Xiang","raw_affiliation_strings":["School of Mechanical Engineering, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042826892","display_name":"Wen\u2010Xian Chen","orcid":"https://orcid.org/0000-0002-5539-8883"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxian Chen","raw_affiliation_strings":["School of Mechanical Engineering, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057584637","display_name":"Yanan Xiao","orcid":"https://orcid.org/0000-0002-2543-5102"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanan Xiao","raw_affiliation_strings":["School of Mechanical Engineering, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062717389","display_name":"Hanling Mao","orcid":"https://orcid.org/0000-0001-5926-296X"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanling Mao","raw_affiliation_strings":["School of Mechanical Engineering, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025223687","display_name":"Zhenfeng Huang","orcid":"https://orcid.org/0000-0002-9724-6706"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenfeng Huang","raw_affiliation_strings":["School of Mechanical Engineering, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100746709"],"corresponding_institution_ids":["https://openalex.org/I150807315"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.1383,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43828566,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"101030","last_page":"101041"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9990000128746033,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9919000267982483,"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/regularization","display_name":"Regularization (linguistics)","score":0.6858594417572021},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.583022952079773},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5228998064994812},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49393826723098755},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4535646140575409},{"id":"https://openalex.org/keywords/impulse","display_name":"Impulse (physics)","score":0.45047813653945923},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.43985119462013245},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26533061265945435}],"concepts":[{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6858594417572021},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.583022952079773},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5228998064994812},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49393826723098755},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4535646140575409},{"id":"https://openalex.org/C70836080","wikidata":"https://www.wikidata.org/wiki/Q837940","display_name":"Impulse (physics)","level":2,"score":0.45047813653945923},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.43985119462013245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26533061265945435},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3097443","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3097443","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09486892.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b7b46d26b299465b9bde05fe1400ec35","is_oa":true,"landing_page_url":"https://doaj.org/article/b7b46d26b299465b9bde05fe1400ec35","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 101030-101041 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3097443","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3097443","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09486892.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4986495491","display_name":null,"funder_award_id":"17-259-05S005","funder_id":"https://openalex.org/F4320330466","funder_display_name":"Guangxi Key Lab of Manufacturing System and Advanced Manufacturing Technology"},{"id":"https://openalex.org/G7642732873","display_name":null,"funder_award_id":"2018GXNSFAA281312","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"}],"funders":[{"id":"https://openalex.org/F4320322768","display_name":"Natural Science Foundation of Guangxi Province","ror":null},{"id":"https://openalex.org/F4320330466","display_name":"Guangxi Key Lab of Manufacturing System and Advanced Manufacturing Technology","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3184428741.pdf","grobid_xml":"https://content.openalex.org/works/W3184428741.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1438045566","https://openalex.org/W1948271374","https://openalex.org/W1993880634","https://openalex.org/W2000982976","https://openalex.org/W2028119131","https://openalex.org/W2054093043","https://openalex.org/W2122688057","https://openalex.org/W2146842127","https://openalex.org/W2184047837","https://openalex.org/W2210765953","https://openalex.org/W2363608638","https://openalex.org/W2483579737","https://openalex.org/W2508393166","https://openalex.org/W2744242411","https://openalex.org/W2793807982","https://openalex.org/W2799476788","https://openalex.org/W2805662770","https://openalex.org/W2904460913","https://openalex.org/W2909067387","https://openalex.org/W2912374714","https://openalex.org/W2931070064","https://openalex.org/W2931819295","https://openalex.org/W2945027395","https://openalex.org/W2946094116","https://openalex.org/W2950003595","https://openalex.org/W2954792909","https://openalex.org/W2954941265","https://openalex.org/W2966763612","https://openalex.org/W2974779957","https://openalex.org/W2982043072","https://openalex.org/W3016646640","https://openalex.org/W3022380717","https://openalex.org/W3024462273","https://openalex.org/W3037872117","https://openalex.org/W3066823240","https://openalex.org/W3087218876","https://openalex.org/W3094645401","https://openalex.org/W3095286998","https://openalex.org/W3095653363","https://openalex.org/W3098184928","https://openalex.org/W3103574138","https://openalex.org/W3108113500","https://openalex.org/W3108989920","https://openalex.org/W3110911605","https://openalex.org/W3121778937","https://openalex.org/W3173910049","https://openalex.org/W6788687653"],"related_works":["https://openalex.org/W1539575243","https://openalex.org/W2379773606","https://openalex.org/W4210969128","https://openalex.org/W1987553284","https://openalex.org/W86946229","https://openalex.org/W3009843762","https://openalex.org/W1997409431","https://openalex.org/W1548891870","https://openalex.org/W2054360660","https://openalex.org/W3209466624"],"abstract_inverted_index":{"The":[0,129],"localized":[1],"faults":[2],"of":[3,9,72,86,91,115,131,145],"bearings":[4],"often":[5],"produce":[6],"a":[7,28,34],"series":[8],"periodic":[10,167],"impacts.":[11],"However,":[12],"how":[13],"to":[14,80,147,171],"extract":[15,148],"these":[16],"repetitive":[17],"transients":[18],"from":[19],"the":[20,53,66,81,89,100,104,113,143],"signals":[21],"with":[22],"strong":[23],"noise":[24,163],"interference":[25,164],"is":[26,44,118,127,133,151],"still":[27],"challenging":[29],"problem.":[30],"In":[31],"this":[32],"paper,":[33],"new":[35],"method":[36],"called":[37],"collaborative":[38],"double":[39],"difference":[40,57],"sparse":[41,62],"regularization":[42,63,116],"(CDDSR)":[43],"proposed":[45],"for":[46],"bearing":[47],"fault":[48,73,87,149],"detection.":[49],"To":[50],"be":[51,96,109],"specific,":[52],"first":[54],"and":[55,65,69,121,138,142,165],"second-order":[56],"matrices":[58],"are":[59,75],"integrated":[60],"into":[61],"term,":[64],"differential":[67],"sparsity":[68,90],"denoising":[70],"effect":[71],"signal":[74,92],"enhanced":[76],"by":[77,154],"collaboration.":[78],"According":[79],"time":[82],"domain":[83],"impulse":[84],"characteristics":[85],"signal,":[88],"itself":[93],"will":[94],"also":[95],"considered.":[97],"Based":[98],"on":[99],"majorization-minimization":[101],"(MM)":[102],"algorithm,":[103],"objective":[105],"optimization":[106],"model":[107],"can":[108],"solved":[110],"quickly.":[111],"Furthermore,":[112],"selection":[114,125],"parameters":[117],"deeply":[119],"studied,":[120],"an":[122],"adaptive":[123],"parameter":[124],"strategy":[126],"given.":[128],"performance":[130],"CDDSR":[132,146],"verified":[134],"through":[135],"simulation":[136],"analysis":[137],"two":[139],"experimental":[140],"cases,":[141],"ability":[144],"features":[150],"further":[152],"evaluated":[153],"quantitative":[155],"index.":[156],"Results":[157],"demonstrate":[158],"its":[159],"superiority":[160],"in":[161,169],"eliminating":[162],"extracting":[166],"impulses":[168],"comparison":[170],"other":[172],"state-of-the-art":[173],"methods.":[174]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}