{"id":"https://openalex.org/W4319992826","doi":"https://doi.org/10.1109/tii.2022.3232766","title":"Dual-Threshold Attention-Guided GAN and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation","display_name":"Dual-Threshold Attention-Guided GAN and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation","publication_year":2023,"publication_date":"2023-01-17","ids":{"openalex":"https://openalex.org/W4319992826","doi":"https://doi.org/10.1109/tii.2022.3232766"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3232766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3232766","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5044361588","display_name":"Haidong Shao","orcid":"https://orcid.org/0000-0001-7106-0009"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haidong Shao","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-7106-0009","affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103066488","display_name":"Wei Li","orcid":"https://orcid.org/0000-0001-8735-6787"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Li","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-8735-6787","affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069590205","display_name":"Baoping Cai","orcid":"https://orcid.org/0000-0002-4499-492X"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoping Cai","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, China University of Petroleum, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-4499-492X","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, China University of Petroleum, Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001398914","display_name":"Jiafu Wan","orcid":"https://orcid.org/0000-0001-9188-4179"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiafu Wan","raw_affiliation_strings":["Provincial Key Laboratory of Technique and Equipment for Macromolecular Advanced Manufacturing, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9188-4179","affiliations":[{"raw_affiliation_string":"Provincial Key Laboratory of Technique and Equipment for Macromolecular Advanced Manufacturing, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066955974","display_name":"Yiming Xiao","orcid":"https://orcid.org/0009-0005-2828-816X"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Xiao","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering, Hunan University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058686754","display_name":"Shen Yan","orcid":"https://orcid.org/0000-0003-1293-2035"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shen Yan","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-1293-2035","affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":26.6346,"has_fulltext":false,"cited_by_count":278,"citation_normalized_percentile":{"value":0.99952765,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"19","issue":"9","first_page":"9933","last_page":"9942"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9914000034332275,"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"}},"topics":[{"id":"https://openalex.org/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9914000034332275,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.989300012588501,"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/T11138","display_name":"Tribology and Lubrication Engineering","score":0.9805999994277954,"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":0.5988715291023254},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5888410806655884},{"id":"https://openalex.org/keywords/rotor","display_name":"Rotor (electric)","score":0.5475127696990967},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5443872213363647},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.494700163602829},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4479559659957886},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44353288412094116},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.4215799570083618},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41971880197525024},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36638206243515015},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3572635054588318},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21684589982032776},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.10187077522277832}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5988715291023254},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5888410806655884},{"id":"https://openalex.org/C17281054","wikidata":"https://www.wikidata.org/wiki/Q193466","display_name":"Rotor (electric)","level":2,"score":0.5475127696990967},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5443872213363647},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.494700163602829},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4479559659957886},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44353288412094116},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.4215799570083618},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41971880197525024},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36638206243515015},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3572635054588318},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21684589982032776},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.10187077522277832},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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},{"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/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2022.3232766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3232766","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1774207900","display_name":null,"funder_award_id":"51905160","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4173286937","display_name":null,"funder_award_id":"52275104","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":37,"referenced_works":["https://openalex.org/W2804078698","https://openalex.org/W2910029951","https://openalex.org/W2964201867","https://openalex.org/W2967400878","https://openalex.org/W2967625104","https://openalex.org/W2971524931","https://openalex.org/W2974687044","https://openalex.org/W2991521245","https://openalex.org/W3002188287","https://openalex.org/W3006047736","https://openalex.org/W3039216919","https://openalex.org/W3043445295","https://openalex.org/W3095770430","https://openalex.org/W3098141122","https://openalex.org/W3118534614","https://openalex.org/W3131671510","https://openalex.org/W3138874558","https://openalex.org/W3149994345","https://openalex.org/W3160541836","https://openalex.org/W3174788865","https://openalex.org/W3200647619","https://openalex.org/W3217212503","https://openalex.org/W4200134079","https://openalex.org/W4200484503","https://openalex.org/W4200533191","https://openalex.org/W4212861124","https://openalex.org/W4225709684","https://openalex.org/W4226108423","https://openalex.org/W4291002312","https://openalex.org/W4295521014","https://openalex.org/W4298289240","https://openalex.org/W4302275742","https://openalex.org/W6637568146","https://openalex.org/W6732249622","https://openalex.org/W6735913928","https://openalex.org/W6752378368","https://openalex.org/W6779669310"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W107105315","https://openalex.org/W4388155270","https://openalex.org/W1584537303","https://openalex.org/W1872724644","https://openalex.org/W2750549761","https://openalex.org/W28826848","https://openalex.org/W2122272819","https://openalex.org/W4367156293","https://openalex.org/W2130894091"],"abstract_inverted_index":{"End-to-end":[0],"intelligent":[1],"diagnosis":[2,46,140],"of":[3,59,110,141],"rotating":[4],"machinery":[5],"under":[6,144],"speed":[7,145],"fluctuation":[8,146],"and":[9,62,87,124,147],"limited":[10,19,48,148],"samples":[11,20],"is":[12,103,117,133],"challenging":[13],"in":[14,44,138],"industrial":[15],"practice.":[16],"The":[17,127],"existing":[18],"methods":[21,137],"usually":[22],"focus":[23],"on":[24],"the":[25,121],"data":[26,39],"distribution":[27],"or":[28],"learning":[29],"strategy":[30],"with":[31,42,47,54],"particularity.":[32],"Generative":[33],"adversarial":[34],"network":[35],"(GAN)":[36],"provides":[37],"a":[38,68],"generation":[40,122],"solution":[41],"portability":[43],"fault":[45,82,139],"samples.":[49,149],"However,":[50],"GAN":[51,71,102],"has":[52],"problems":[53],"gradient":[55,88,98],"vanishing,":[56],"weak":[57],"extraction":[58],"global":[60,107],"features,":[61],"redundant":[63],"training.":[64],"This":[65],"article":[66],"proposes":[67],"dual-threshold":[69,114],"attention-guided":[70,101],"(DTAGAN)":[72],"to":[73,80,92,96,105,119,135],"generate":[74],"high-quality":[75],"infrared":[76],"thermal":[77],"(IRT)":[78],"images":[79],"assist":[81],"diagnosis.":[83],"First,":[84],"Wasserstein":[85],"distance":[86],"penalty":[89],"are":[90],"combined":[91],"design":[93],"loss":[94],"function":[95],"avoid":[97],"vanishing.":[99],"Second,":[100],"constructed":[104],"extract":[106],"thermal-correlation":[108],"features":[109],"IRT":[111],"images.":[112],"Finally,":[113],"training":[115,125],"mechanism":[116],"developed":[118],"improve":[120],"quality":[123],"efficiency.":[126],"comparative":[128],"experiments":[129],"show":[130],"that":[131],"DTAGAN":[132],"superior":[134],"comparison":[136],"rotor-bearing":[142],"system":[143]},"counts_by_year":[{"year":2026,"cited_by_count":24},{"year":2025,"cited_by_count":77},{"year":2024,"cited_by_count":90},{"year":2023,"cited_by_count":87}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}