{"id":"https://openalex.org/W4388820040","doi":"https://doi.org/10.1109/access.2023.3335199","title":"Imbalanced Bearing Fault Diagnosis Based on RFH-GAN and PSA-DRSN","display_name":"Imbalanced Bearing Fault Diagnosis Based on RFH-GAN and PSA-DRSN","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388820040","doi":"https://doi.org/10.1109/access.2023.3335199"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3335199","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3335199","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10323397.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/ielx7/6287639/6514899/10323397.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055902466","display_name":"Zhidan Zhong","orcid":"https://orcid.org/0000-0003-2360-7908"},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhidan Zhong","raw_affiliation_strings":["School of Mechatronics Engineering, Henan University of Science and Technology, Luoyang, China","College of Mechanical and Electrical Engineering, Henan University of Science and Technology, Luoyang, China"],"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Henan University of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I167383011"]},{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Henan University of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001517432","display_name":"Hao Liu","orcid":"https://orcid.org/0009-0001-5100-4488"},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Liu","raw_affiliation_strings":["School of Mechatronics Engineering, Henan University of Science and Technology, Luoyang, China","College of Mechanical and Electrical Engineering, Henan University of Science and Technology, Luoyang, China"],"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Henan University of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I167383011"]},{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Henan University of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033586311","display_name":"Wentao Mao","orcid":"https://orcid.org/0000-0001-5335-9517"},"institutions":[{"id":"https://openalex.org/I75955062","display_name":"Henan Normal University","ror":"https://ror.org/00s13br28","country_code":"CN","type":"education","lineage":["https://openalex.org/I75955062"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentao Mao","raw_affiliation_strings":["School of Computer and Information Engineering, Henan Normal University, Xinxiang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan Normal University, Xinxiang, China","institution_ids":["https://openalex.org/I75955062"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005975789","display_name":"Xinghui Xie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinghui Xie","raw_affiliation_strings":["State Key Laboratory of Aerospace Precision Bearings, Luoyang, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Aerospace Precision Bearings, Luoyang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113234019","display_name":"Wenlu Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I72565114","display_name":"Luoyang Institute of Science and Technology","ror":"https://ror.org/04nraex26","country_code":"CN","type":"education","lineage":["https://openalex.org/I72565114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenlu Hao","raw_affiliation_strings":["Luoyang Xinqiang Rotary Bearing Company Ltd., Luoyang, China"],"affiliations":[{"raw_affiliation_string":"Luoyang Xinqiang Rotary Bearing Company Ltd., Luoyang, China","institution_ids":["https://openalex.org/I72565114"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074943287","display_name":"Yunhao Cui","orcid":"https://orcid.org/0000-0002-9855-5359"},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhao Cui","raw_affiliation_strings":["School of Mechatronics Engineering, Henan University of Science and Technology, Luoyang, China","College of Mechanical and Electrical Engineering, Henan University of Science and Technology, Luoyang, China"],"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Henan University of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I167383011"]},{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Henan University of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I167383011"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5055902466"],"corresponding_institution_ids":["https://openalex.org/I167383011"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.8137,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8549724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"131926","last_page":"131938"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.998199999332428,"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":0.998199999332428,"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":0.964900016784668,"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":0.698634147644043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6957312822341919},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6941277384757996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5511788129806519},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.5458146333694458},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5031003355979919},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.487999826669693},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.4648282527923584},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46401867270469666},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4486362338066101},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.42794176936149597},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4101756513118744},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3324672281742096},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3285755217075348},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22458213567733765},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.12227356433868408}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.698634147644043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6957312822341919},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6941277384757996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5511788129806519},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.5458146333694458},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5031003355979919},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.487999826669693},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.4648282527923584},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46401867270469666},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4486362338066101},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.42794176936149597},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4101756513118744},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3324672281742096},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3285755217075348},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22458213567733765},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.12227356433868408},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3335199","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3335199","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10323397.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:97c5e80a9fd04115b29e5b6f3666e091","is_oa":true,"landing_page_url":"https://doaj.org/article/97c5e80a9fd04115b29e5b6f3666e091","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 131926-131938 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3335199","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3335199","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10323397.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":[{"display_name":"Climate action","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G2186355850","display_name":null,"funder_award_id":"BS123456","funder_id":"https://openalex.org/F4320306111","funder_display_name":"U.S. Department of Commerce"},{"id":"https://openalex.org/G7762174793","display_name":null,"funder_award_id":"123456","funder_id":"https://openalex.org/F4320306111","funder_display_name":"U.S. Department of Commerce"}],"funders":[{"id":"https://openalex.org/F4320306111","display_name":"U.S. Department of Commerce","ror":"https://ror.org/04chq2495"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388820040.pdf","grobid_xml":"https://content.openalex.org/works/W4388820040.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1844261860","https://openalex.org/W2194775991","https://openalex.org/W2533924129","https://openalex.org/W2593414223","https://openalex.org/W2768753204","https://openalex.org/W2790195878","https://openalex.org/W2900935771","https://openalex.org/W2908062660","https://openalex.org/W2945834994","https://openalex.org/W2963918968","https://openalex.org/W2967625104","https://openalex.org/W2976362876","https://openalex.org/W2977117446","https://openalex.org/W2978429941","https://openalex.org/W2985646593","https://openalex.org/W2989824617","https://openalex.org/W3004647970","https://openalex.org/W3006009210","https://openalex.org/W3041076719","https://openalex.org/W3090682168","https://openalex.org/W3126227157","https://openalex.org/W3134397144","https://openalex.org/W3145443213","https://openalex.org/W3164669107","https://openalex.org/W3168417671","https://openalex.org/W3180929059","https://openalex.org/W3188482078","https://openalex.org/W3194214700","https://openalex.org/W4205164062","https://openalex.org/W4205179629","https://openalex.org/W4212861124","https://openalex.org/W4212869741","https://openalex.org/W4225808791","https://openalex.org/W4283713544","https://openalex.org/W4286377585","https://openalex.org/W4286564978","https://openalex.org/W4292387424","https://openalex.org/W4293147602","https://openalex.org/W4295521014","https://openalex.org/W4319990462","https://openalex.org/W4322747009","https://openalex.org/W6639024717","https://openalex.org/W6735913928"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W4375867731","https://openalex.org/W2382174632","https://openalex.org/W2035937180","https://openalex.org/W2788972299","https://openalex.org/W2521347458","https://openalex.org/W2129959498","https://openalex.org/W2784060934","https://openalex.org/W2077021924"],"abstract_inverted_index":{"Bearings":[0],"in":[1,7,11,14,29,46,145,155],"actual":[2],"working":[3],"environments":[4],"typically":[5],"operate":[6],"healthy":[8,30],"conditions,":[9,31],"resulting":[10],"an":[12],"imbalance":[13,39,140],"the":[15,22,99,102,118,131,134,138],"data":[16,24,34,139],"collected":[17,23,90],"data.":[18],"The":[19,84,107,123],"majority":[20],"of":[21,101,133],"are":[25,143],"related":[26,35],"to":[27,36,41],"bearings":[28,92],"with":[32,75,114],"insufficient":[33],"faults.":[37],"This":[38],"leads":[40],"accuracy":[42],"and":[43,70,149,153],"stability":[44],"issues":[45,141],"deep":[47],"learning":[48],"models":[49],"used":[50],"for":[51,80],"diagnosis":[52,147,157],"purposes.":[53],"To":[54],"address":[55],"this":[56],"issue,":[57],"we":[58],"propose":[59],"employing":[60],"a":[61,71],"residual":[62,72],"factorized":[63],"hierarchical":[64],"search-based":[65],"generative":[66],"adversarial":[67],"network":[68,74],"(RFH-GAN)":[69],"shrinkage":[73],"pyramidal":[76],"squeezed":[77],"attention":[78],"(PSA-DRSN)":[79],"unbalanced":[81],"fault":[82,112,121,156],"diagnosis.":[83,122],"process":[85],"involves":[86],"transforming":[87],"vibration":[88],"signals":[89],"from":[91],"into":[93],"time-frequency":[94],"(TF)":[95],"domain":[96],"images":[97],"through":[98],"utilization":[100],"continuous":[103],"wavelet":[104],"transform":[105],"(CWT).":[106],"enhanced":[108],"RFH-GAN":[109],"generates":[110],"synthetic":[111],"samples":[113],"authentic":[115],"characteristics,":[116],"while":[117],"PSA-DRSN":[119],"performs":[120],"experimental":[124],"findings":[125],"substantiate":[126],"that":[127,142],"our":[128],"method":[129],"improves":[130],"quality":[132],"generated":[135],"samples,":[136],"mitigates":[137],"inherent":[144],"conventional":[146],"methods,":[148],"attains":[150],"heightened":[151],"precision":[152],"efficacy":[154],"tasks.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}