{"id":"https://openalex.org/W4406013802","doi":"https://doi.org/10.1109/tsg.2024.3525341","title":"A Highly Reliable Image-Recognition-Based Intelligent Fault Detection Method for Feeders Using Fully Convolutional Generative Adversarial Network","display_name":"A Highly Reliable Image-Recognition-Based Intelligent Fault Detection Method for Feeders Using Fully Convolutional Generative Adversarial Network","publication_year":2025,"publication_date":"2025-01-02","ids":{"openalex":"https://openalex.org/W4406013802","doi":"https://doi.org/10.1109/tsg.2024.3525341"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2024.3525341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2024.3525341","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Smart Grid","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/A5035446011","display_name":"Jiawei Yuan","orcid":"https://orcid.org/0000-0003-4464-4564"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiawei Yuan","raw_affiliation_strings":["School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-4464-4564","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112645414","display_name":"Lifeng Xing","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifeng Xing","raw_affiliation_strings":["School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038642470","display_name":"Mingjun Xue","orcid":"https://orcid.org/0009-0008-3724-0012"},"institutions":[{"id":"https://openalex.org/I4210124423","display_name":"Guodian Institute of Science and Technology","ror":"https://ror.org/02tzmrb07","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124423"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingjun Xue","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China","China and Guodian Nanjing Automation Co., Ltd, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"China and Guodian Nanjing Automation Co., Ltd, Nanjing, China","institution_ids":["https://openalex.org/I4210124423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016796657","display_name":"Qi Chen","orcid":"https://orcid.org/0000-0001-5058-062X"},"institutions":[{"id":"https://openalex.org/I4210124423","display_name":"Guodian Institute of Science and Technology","ror":"https://ror.org/02tzmrb07","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124423"]},{"id":"https://openalex.org/I4210127555","display_name":"China Guodian Corporation (China)","ror":"https://ror.org/02zrmae98","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210127555"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Chen","raw_affiliation_strings":["Power Grid Protection Control Institute, Guodian Nanjing Automation Company Ltd., Nanjing, China","Guodian Nanjing Automation Co., Ltd, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power Grid Protection Control Institute, Guodian Nanjing Automation Company Ltd., Nanjing, China","institution_ids":["https://openalex.org/I4210127555"]},{"raw_affiliation_string":"Guodian Nanjing Automation Co., Ltd, Nanjing, China","institution_ids":["https://openalex.org/I4210124423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111561989","display_name":"Bing Liang Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124423","display_name":"Guodian Institute of Science and Technology","ror":"https://ror.org/02tzmrb07","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124423"]},{"id":"https://openalex.org/I4210127555","display_name":"China Guodian Corporation (China)","ror":"https://ror.org/02zrmae98","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210127555"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Hu","raw_affiliation_strings":["Power Grid Protection Control Institute, Guodian Nanjing Automation Company Ltd., Nanjing, China","Guodian Nanjing Automation Co., Ltd, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power Grid Protection Control Institute, Guodian Nanjing Automation Company Ltd., Nanjing, China","institution_ids":["https://openalex.org/I4210127555"]},{"raw_affiliation_string":"Guodian Nanjing Automation Co., Ltd, Nanjing, China","institution_ids":["https://openalex.org/I4210124423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329996","display_name":"Xi Chen","orcid":"https://orcid.org/0000-0002-8911-4172"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xi Chen","raw_affiliation_strings":["Economic and Technological Research Institute, State Grid Shaanxi Electric Power Company, Xi&#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Economic and Technological Research Institute, State Grid Shaanxi Electric Power Company, Xi&#x2019;an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039173319","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0002-0867-8153"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liu","raw_affiliation_strings":["School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-0867-8153","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017100899","display_name":"Zaibin Jiao","orcid":"https://orcid.org/0000-0002-2951-0077"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zaibin Jiao","raw_affiliation_strings":["School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-2951-0077","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5035446011"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":6.8057,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.96498255,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"16","issue":"3","first_page":"2278","last_page":"2291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9559999704360962,"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":0.9559999704360962,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6883370876312256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6477316617965698},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6432805061340332},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5680201649665833},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5266377925872803},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5137678384780884},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5105301141738892},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4990246295928955},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4840525984764099},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4588203728199005},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4269304871559143},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39540067315101624},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38588711619377136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6883370876312256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6477316617965698},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6432805061340332},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5680201649665833},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5266377925872803},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5137678384780884},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5105301141738892},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4990246295928955},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4840525984764099},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4588203728199005},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4269304871559143},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39540067315101624},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38588711619377136},{"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/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/tsg.2024.3525341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2024.3525341","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Smart Grid","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G288376416","display_name":null,"funder_award_id":"2024M752579","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3914957659","display_name":null,"funder_award_id":"2024M752579","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6697198065","display_name":null,"funder_award_id":"GZC20241342","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7087169558","display_name":null,"funder_award_id":"52407138","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7335315698","display_name":null,"funder_award_id":"52277124","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"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1829376396","https://openalex.org/W1978709714","https://openalex.org/W2020020709","https://openalex.org/W2029385026","https://openalex.org/W2154291887","https://openalex.org/W2164023880","https://openalex.org/W2174290408","https://openalex.org/W2513676771","https://openalex.org/W2619363936","https://openalex.org/W2768866948","https://openalex.org/W2780688403","https://openalex.org/W2799166040","https://openalex.org/W2895557567","https://openalex.org/W2911897023","https://openalex.org/W2970786179","https://openalex.org/W3024140202","https://openalex.org/W3083853771","https://openalex.org/W3089136609","https://openalex.org/W3215167555","https://openalex.org/W3217313213","https://openalex.org/W4206437023","https://openalex.org/W4214751549","https://openalex.org/W4224916546","https://openalex.org/W4283380761","https://openalex.org/W4293173858","https://openalex.org/W4295855179","https://openalex.org/W4298395719","https://openalex.org/W4312204520","https://openalex.org/W4312534506","https://openalex.org/W4319338759","https://openalex.org/W4324291260","https://openalex.org/W4378966361","https://openalex.org/W4387934938","https://openalex.org/W4389041097","https://openalex.org/W4389104667","https://openalex.org/W4392667100","https://openalex.org/W4392901597"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2845413374","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4235873501"],"abstract_inverted_index":{"Detecting":[0],"faulty":[1],"feeder":[2],"for":[3,126],"single-phase-to-ground":[4],"(SPG)":[5],"faults":[6],"in":[7,175,194],"distribution":[8,167],"networks":[9],"is":[10,101,124,146],"challenging":[11],"due":[12],"to":[13,40,89,103],"weak":[14],"fault":[15,19,52],"currents":[16,85],"and":[17,28,71,83,113,129,131,161,190],"complex":[18],"transients.":[20],"The":[21,148],"existing":[22],"detection":[23,44,53,141,173,181,192],"methods":[24],"either":[25],"possess":[26],"insufficient":[27],"incomplete":[29],"feature":[30,69],"extraction":[31,70],"capabilities":[32],"or":[33],"lack":[34],"comprehensive":[35,133],"credibility":[36,72],"evaluation,":[37],"thus":[38],"leading":[39],"low":[41],"reliability":[42,145],"of":[43,79,150],"results.":[45],"This":[46],"paper":[47],"introduces":[48],"a":[49,95,139],"highly":[50],"reliable":[51],"method":[54,153],"based":[55],"on":[56],"image":[57],"recognition":[58],"using":[59,157],"fully":[60],"convolutional":[61],"generative":[62],"adversarial":[63],"network":[64],"(FCGAN),":[65],"which":[66],"enhances":[67],"both":[68,76],"evaluation":[73,99,134],"capabilities.":[74],"Firstly,":[75],"sampled":[77],"data":[78,160,163,196],"zero-sequence":[80,84],"voltage":[81],"(ZSV)":[82],"(ZSC)":[86],"are":[87,136],"utilized":[88],"generate":[90],"the":[91,105,109,115,120,132,151],"ZSV-ZSCs":[92,106],"images.":[93],"Secondly,":[94],"FCGAN":[96],"with":[97,143,187],"overall":[98],"ability":[100],"established":[102],"recognize":[104],"images":[107],"across":[108],"whole":[110],"waveform":[111,127],"scale":[112],"segment":[114],"entire":[116],"faulty-feeder":[117,122,140],"ZSC.":[118],"Thirdly,":[119],"segmented":[121],"ZSC":[123],"evaluated":[125],"similarity":[128],"continuity,":[130],"metrics":[135],"calculated.":[137],"Finally,":[138],"criterion":[142],"high":[144],"constructed.":[147],"performance":[149,174],"proposed":[152],"has":[154],"been":[155],"verified":[156],"extensive":[158],"simulation":[159],"recorded":[162,195],"collected":[164],"from":[165],"various":[166],"systems.":[168],"Experimental":[169],"results":[170],"demonstrate":[171],"excellent":[172],"PSCAD":[176],"simulation,":[177],"achieving":[178],"over":[179],"99.9%":[180],"accuracy":[182,193],"even":[183],"under":[184],"strong":[185],"noise":[186],"1":[188],"dB,":[189],"100%":[191],"tests.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-24T08:33:08.758527","created_date":"2025-10-10T00:00:00"}
