{"id":"https://openalex.org/W4412605270","doi":"https://doi.org/10.1109/tie.2025.3582588","title":"Multimodal Data Enhanced Wind Generator Fault Diagnosis Considering Small Sample Conditions","display_name":"Multimodal Data Enhanced Wind Generator Fault Diagnosis Considering Small Sample Conditions","publication_year":2025,"publication_date":"2025-07-23","ids":{"openalex":"https://openalex.org/W4412605270","doi":"https://doi.org/10.1109/tie.2025.3582588"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2025.3582588","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3582588","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","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/A5103118549","display_name":"Guiji Tang","orcid":"https://orcid.org/0000-0002-9929-0356"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guiji Tang","raw_affiliation_strings":["Department of Mechanical Engineering, North China Electric Power University, Baoding, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042535549","display_name":"Liang Cheng","orcid":"https://orcid.org/0009-0009-1943-2608"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihong Cheng","raw_affiliation_strings":["Department of Mechanical Engineering, North China Electric Power University, Baoding, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042022571","display_name":"Zhenli Xu","orcid":"https://orcid.org/0000-0002-0959-9895"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenli Xu","raw_affiliation_strings":["Department of Mechanical Engineering, North China Electric Power University, Baoding, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035161542","display_name":"Kai Sun","orcid":"https://orcid.org/0000-0001-6153-5859"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Sun","raw_affiliation_strings":["Department of Mechanical Engineering, North China Electric Power University, Baoding, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100993236","display_name":"Xuewei Wu","orcid":"https://orcid.org/0009-0003-3951-6207"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuewei Wu","raw_affiliation_strings":["Department of Mechanical Engineering, North China Electric Power University, Baoding, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424261","display_name":"Xiaolong Wang","orcid":"https://orcid.org/0000-0002-5061-2529"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Wang","raw_affiliation_strings":["Department of Mechanical Engineering, North China Electric Power University, Baoding, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029708754","display_name":"Yuling He","orcid":"https://orcid.org/0000-0003-2719-8128"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuling He","raw_affiliation_strings":["Department of Mechanical Engineering, North China Electric Power University, Baoding, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5103118549"],"corresponding_institution_ids":["https://openalex.org/I153473198"],"apc_list":null,"apc_paid":null,"fwci":1.2604,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82123592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"72","issue":"12","first_page":"14831","last_page":"14842"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9979000091552734,"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":0.9979000091552734,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.98089998960495,"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"}},{"id":"https://openalex.org/T13050","display_name":"Oil and Gas Production Techniques","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/wind-power","display_name":"Wind power","score":0.6576766967773438},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5596390962600708},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.5233401656150818},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4711545705795288},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43233487010002136},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3911474645137787},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.27108335494995117},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2696111500263214},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15976876020431519},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1537397801876068},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.14012926816940308}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.6576766967773438},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5596390962600708},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.5233401656150818},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4711545705795288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43233487010002136},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3911474645137787},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.27108335494995117},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2696111500263214},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15976876020431519},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1537397801876068},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.14012926816940308},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2025.3582588","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3582588","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2329295585","https://openalex.org/W2522642355","https://openalex.org/W2602794282","https://openalex.org/W2610099500","https://openalex.org/W2788037565","https://openalex.org/W2900322585","https://openalex.org/W2956467153","https://openalex.org/W3111228415","https://openalex.org/W3124057057","https://openalex.org/W3193441591","https://openalex.org/W3200371711","https://openalex.org/W3213330948","https://openalex.org/W4200430193","https://openalex.org/W4206515324","https://openalex.org/W4210418205","https://openalex.org/W4214815899","https://openalex.org/W4226328708","https://openalex.org/W4323338376","https://openalex.org/W4385975776","https://openalex.org/W4386582557","https://openalex.org/W4387145965","https://openalex.org/W4388562496","https://openalex.org/W4394823089","https://openalex.org/W4399116598","https://openalex.org/W4400233865","https://openalex.org/W4400645360","https://openalex.org/W4400809888","https://openalex.org/W4401215171"],"related_works":["https://openalex.org/W2557657611","https://openalex.org/W1185300216","https://openalex.org/W4211120176","https://openalex.org/W1986587019","https://openalex.org/W2108466866","https://openalex.org/W4307690338","https://openalex.org/W4389372435","https://openalex.org/W2138908244","https://openalex.org/W2366939045","https://openalex.org/W2380248698"],"abstract_inverted_index":{"Data-driven":[0],"methodologies":[1],"are":[2,85],"effective":[3],"tools":[4],"for":[5,54],"diagnosing":[6],"frequent":[7],"occurrences":[8],"of":[9,21,34,41],"static":[10],"air-gap":[11],"eccentricity":[12],"(SAGE)":[13],"and":[14,32,69,82,105,113,117],"stator":[15,83],"interturn":[16],"short":[17],"circuit":[18],"(SISC)":[19],"faults":[20],"generators.":[22],"Nonetheless,":[23],"these":[24,47],"approaches":[25],"exhibit":[26],"pronounced":[27],"dependence":[28],"on":[29,58,92,154,176],"the":[30,39,79,88,93,99,122,127,133,141,144,148,168],"availability":[31],"volume":[33],"fault":[35,51,94,173],"samples,":[36],"thereby":[37],"limiting":[38],"application":[40],"diverse":[42],"diagnostic":[43,89],"models.":[44],"To":[45],"tackle":[46],"challenges,":[48],"an":[49],"innovative":[50],"diagnosis":[52,134,174],"model":[53,142],"wind":[55],"generators":[56],"based":[57,91,175],"Wasserstein":[59,102],"deep":[60],"convolution":[61],"generative":[62],"adversarial":[63],"network":[64,74],"with":[65],"gradient":[66,106],"penalty":[67,107],"(WDCGAN-GP)":[68],"double-branch":[70],"wavelet":[71],"convolutional":[72],"neural":[73],"(DWCNN)":[75],"is":[76,129,137,151],"proposed.":[77],"Initially,":[78],"phase":[80],"current":[81,116],"vibration":[84,118],"selected":[86],"as":[87],"media":[90],"mechanism":[95],"analysis.":[96],"In":[97],"addition,":[98],"WDCGAN-GP":[100],"incorporates":[101],"distance":[103],"(WD)":[104],"(GP)":[108],"to":[109,120,131],"enhance":[110],"training":[111,140],"stability":[112],"generate":[114],"high-fidelity":[115,178],"data":[119],"augment":[121],"limited":[123,182],"sample":[124,183],"dataset.":[125,146],"Subsequently,":[126],"DWCNN":[128],"adopted":[130],"undertake":[132],"task,":[135],"which":[136],"achieved":[138],"through":[139],"using":[143],"extended":[145],"Finally,":[147],"proposed":[149,169],"methodology":[150],"experimentally":[152],"validated":[153],"a":[155],"13":[156],"kW":[157],"external":[158],"rotor":[159],"permanent":[160],"magnet":[161],"generator":[162],"(ERPMG).":[163],"The":[164],"results":[165],"substantiate":[166],"that":[167],"method":[170],"achieves":[171],"precise":[172],"generating":[177],"time-domain":[179],"signals":[180],"under":[181],"conditions.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-06T23:10:59.065948","created_date":"2025-10-10T00:00:00"}
