{"id":"https://openalex.org/W7165586500","doi":"https://doi.org/10.3103/s0146411626700033","title":"Hazard Identification Method for Distribution Networks Based on Generative Adversarial Networks","display_name":"Hazard Identification Method for Distribution Networks Based on Generative Adversarial Networks","publication_year":2026,"publication_date":"2026-02-01","ids":{"openalex":"https://openalex.org/W7165586500","doi":"https://doi.org/10.3103/s0146411626700033"},"language":"en","primary_location":{"id":"doi:10.3103/s0146411626700033","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411626700033","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","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/A5139097480","display_name":"Donglai Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I1290270558","display_name":"Goodyear (United Kingdom)","ror":"https://ror.org/03tvt3c62","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290270558","https://openalex.org/I4210143271"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Donglai Tang","raw_affiliation_strings":["Aostar Information Technology Co., Ltd., 610073, Chendu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aostar Information Technology Co., Ltd., 610073, Chendu, China","institution_ids":["https://openalex.org/I1290270558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139122618","display_name":"Yu Li","orcid":null},"institutions":[{"id":"https://openalex.org/I1290270558","display_name":"Goodyear (United Kingdom)","ror":"https://ror.org/03tvt3c62","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290270558","https://openalex.org/I4210143271"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yu Li","raw_affiliation_strings":["Aostar Information Technology Co., Ltd., 610073, Chendu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aostar Information Technology Co., Ltd., 610073, Chendu, China","institution_ids":["https://openalex.org/I1290270558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139107663","display_name":"Peng He","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng He","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, 400065, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, 400065, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139096815","display_name":"Qiang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I1290270558","display_name":"Goodyear (United Kingdom)","ror":"https://ror.org/03tvt3c62","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290270558","https://openalex.org/I4210143271"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qiang Zhang","raw_affiliation_strings":["Aostar Information Technology Co., Ltd., 610073, Chendu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aostar Information Technology Co., Ltd., 610073, Chendu, China","institution_ids":["https://openalex.org/I1290270558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139087672","display_name":"Yuan Ou","orcid":null},"institutions":[{"id":"https://openalex.org/I1290270558","display_name":"Goodyear (United Kingdom)","ror":"https://ror.org/03tvt3c62","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290270558","https://openalex.org/I4210143271"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yuan Ou","raw_affiliation_strings":["Aostar Information Technology Co., Ltd., 610073, Chendu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aostar Information Technology Co., Ltd., 610073, Chendu, China","institution_ids":["https://openalex.org/I1290270558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5139088926","display_name":"Lei Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I1290270558","display_name":"Goodyear (United Kingdom)","ror":"https://ror.org/03tvt3c62","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290270558","https://openalex.org/I4210143271"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Lei Wu","raw_affiliation_strings":["Aostar Information Technology Co., Ltd., 610073, Chendu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aostar Information Technology Co., Ltd., 610073, Chendu, China","institution_ids":["https://openalex.org/I1290270558"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5139088926"],"corresponding_institution_ids":["https://openalex.org/I1290270558"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79236075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"60","issue":"1","first_page":"24","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.08760000020265579,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.08760000020265579,"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/T10972","display_name":"Power Systems Fault Detection","score":0.08579999953508377,"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.08410000056028366,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/adversarial-system","display_name":"Adversarial system","score":0.7867000102996826},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6151999831199646},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5597000122070312},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.482699990272522},{"id":"https://openalex.org/keywords/hazard","display_name":"Hazard","score":0.4562000036239624},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.358599990606308}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9017999768257141},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7867000102996826},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6151999831199646},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5597000122070312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5343999862670898},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.483599990606308},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.482699990272522},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.4562000036239624},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42719998955726624},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.358599990606308},{"id":"https://openalex.org/C206355099","wikidata":"https://www.wikidata.org/wiki/Q3614972","display_name":"Hazard analysis","level":2,"score":0.30300000309944153},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3019999861717224},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.29030001163482666},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.26980000734329224},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2680000066757202},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2574999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3103/s0146411626700033","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411626700033","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5760669112205505,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W6884747112"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Addressing":[1],"the":[2,63,66,72,76,83,91,107,115,128,151,154],"issues":[3],"of":[4,11,65,114,145,153],"untimely":[5],"discovery":[6],"and":[7,48,70,119],"low":[8],"identification":[9,22,100,143,148],"accuracy":[10,144],"hazards":[12,124],"in":[13,136],"China\u2019s":[14],"distribution":[15,25,122,134],"networks,":[16],"this":[17],"paper":[18],"introduces":[19],"a":[20,36,133,137,141],"hazard":[21,42,46,49,53,68,79,92,98,108,116,142],"method":[23,34,88,129],"for":[24],"networks":[26,31],"based":[27],"on":[28],"generative":[29],"adversarial":[30],"(GANs).":[32],"The":[33,52,78,97,147],"employs":[35],"modular":[37],"design":[38],"comprising":[39],"three":[40],"parts:":[41],"traveling":[43,54,85,109,117],"wave":[44,55,69,86],"acquisition,":[45],"location,":[47,93],"type":[50,99],"identification.":[51],"acquisition":[56],"part":[57,81,101],"uses":[58,102],"wavelet":[59],"transform":[60],"to":[61,89,105,132],"extract":[62],"waveform":[64],"initial":[67],"records":[71],"arrival":[73],"time":[74],"at":[75],"device.":[77],"location":[80,87,95],"improves":[82],"dual-end":[84],"determine":[90],"enhancing":[94],"accuracy.":[96],"affinity":[103],"propagation":[104],"cluster":[106],"waves,":[110,118],"obtaining":[111],"classification":[112],"features":[113],"then":[120],"identifies":[121],"network":[123,135],"through":[125],"GANs.":[126],"Finally,":[127],"was":[130],"applied":[131],"certain":[138],"region,":[139],"achieving":[140],"81.3%.":[146],"results":[149],"validate":[150],"effectiveness":[152],"proposed":[155],"method.":[156]},"counts_by_year":[],"updated_date":"2026-06-24T06:17:17.354583","created_date":"2026-06-23T00:00:00"}