{"id":"https://openalex.org/W4410738720","doi":"https://doi.org/10.1109/tim.2025.3573347","title":"Holistic Capture Graph Convolution Network With Ambient Signals for Line Short-Circuit Fault Diagnosis","display_name":"Holistic Capture Graph Convolution Network With Ambient Signals for Line Short-Circuit Fault Diagnosis","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410738720","doi":"https://doi.org/10.1109/tim.2025.3573347"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3573347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3573347","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5100682191","display_name":"Fang Liu","orcid":"https://orcid.org/0000-0003-0750-8344"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Liu","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-0750-8344","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuheng Peng","orcid":"https://orcid.org/0009-0006-9702-4368"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuheng Peng","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0006-9702-4368","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024566577","display_name":"Qianyi Liu","orcid":"https://orcid.org/0000-0002-7439-5100"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianyi Liu","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-7439-5100","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007707865","display_name":"J.S. Wang","orcid":"https://orcid.org/0000-0001-5939-9990"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji Wang","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-5939-9990","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yicheng Zhou","orcid":"https://orcid.org/0000-0003-0815-3004"},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]},{"id":"https://openalex.org/I4400573270","display_name":"Wenzhou University of Technology","ror":"https://ror.org/03dd7qj98","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yicheng Zhou","raw_affiliation_strings":["School of Electronics and Electrical Engineering, Wenzhou University of Technology, Wenzhou, China","Wenzhou University of Technology, Wenzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0815-3004","affiliations":[{"raw_affiliation_string":"School of Electronics and Electrical Engineering, Wenzhou University of Technology, Wenzhou, China","institution_ids":["https://openalex.org/I146620803"]},{"raw_affiliation_string":"Wenzhou University of Technology, Wenzhou, China","institution_ids":["https://openalex.org/I146620803","https://openalex.org/I4400573270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10870415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10972","display_name":"Power Systems Fault Detection","score":0.9980999827384949,"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/T10972","display_name":"Power Systems Fault Detection","score":0.9980999827384949,"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/T14276","display_name":"Power Systems and Technologies","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.9911999702453613,"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/convolution","display_name":"Convolution (computer science)","score":0.6103242039680481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5643128156661987},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4795239269733429},{"id":"https://openalex.org/keywords/overlap\u2013add-method","display_name":"Overlap\u2013add method","score":0.4582793414592743},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45752039551734924},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.43974101543426514},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.43212026357650757},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24308225512504578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20286977291107178},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.18137475848197937},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17886397242546082},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.12601366639137268},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.12152162194252014}],"concepts":[{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6103242039680481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5643128156661987},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4795239269733429},{"id":"https://openalex.org/C181002996","wikidata":"https://www.wikidata.org/wiki/Q1611641","display_name":"Overlap\u2013add method","level":5,"score":0.4582793414592743},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45752039551734924},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.43974101543426514},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.43212026357650757},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24308225512504578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20286977291107178},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.18137475848197937},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17886397242546082},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.12601366639137268},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.12152162194252014},{"id":"https://openalex.org/C203024314","wikidata":"https://www.wikidata.org/wiki/Q1365258","display_name":"Fourier analysis","level":3,"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C76563020","wikidata":"https://www.wikidata.org/wiki/Q4817582","display_name":"Fractional Fourier transform","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3573347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3573347","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G2817325284","display_name":null,"funder_award_id":"25XJ03005","funder_id":"https://openalex.org/F4320336585","funder_display_name":"Foundation Research Project of Jiangsu Province"},{"id":"https://openalex.org/G4316804474","display_name":null,"funder_award_id":"62373373","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7432674110","display_name":null,"funder_award_id":"2024JJ3033","funder_id":"https://openalex.org/F4320322866","funder_display_name":"Natural Science Foundation of Hainan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322866","display_name":"Natural Science Foundation of Hainan Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335888","display_name":"Innovation-Driven Project of Central South University","ror":null},{"id":"https://openalex.org/F4320336585","display_name":"Foundation Research Project of Jiangsu Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1976364950","https://openalex.org/W1996502837","https://openalex.org/W2007221293","https://openalex.org/W2116278190","https://openalex.org/W2151709855","https://openalex.org/W2183614669","https://openalex.org/W2756203131","https://openalex.org/W2782665642","https://openalex.org/W2897037852","https://openalex.org/W2903871660","https://openalex.org/W2952121312","https://openalex.org/W2963351448","https://openalex.org/W2964015378","https://openalex.org/W2964321699","https://openalex.org/W2969166952","https://openalex.org/W2979890421","https://openalex.org/W3118330238","https://openalex.org/W3118979736","https://openalex.org/W3133969519","https://openalex.org/W3158664443","https://openalex.org/W3171793402","https://openalex.org/W3205097059","https://openalex.org/W3215506111","https://openalex.org/W4206773814","https://openalex.org/W4285146995","https://openalex.org/W4291222285","https://openalex.org/W4313496123","https://openalex.org/W4366549199","https://openalex.org/W4378628157","https://openalex.org/W4385707289","https://openalex.org/W4388686530","https://openalex.org/W4391417986","https://openalex.org/W4394967007","https://openalex.org/W4401487746","https://openalex.org/W4408248408"],"related_works":["https://openalex.org/W2267589039","https://openalex.org/W2369791303","https://openalex.org/W4372260258","https://openalex.org/W2133280289","https://openalex.org/W2360069155","https://openalex.org/W2759540840","https://openalex.org/W2169963286","https://openalex.org/W4254230825","https://openalex.org/W2919798019","https://openalex.org/W2159795102"],"abstract_inverted_index":{"Accurate":[0],"diagnosis":[1,24,46,233],"of":[2,21,33,116,162],"fault":[3,23,39,45,88,102,173,194,215,221,232],"factors":[4],"in":[5,125,235],"power":[6,13,236],"system":[7,84,122],"lines":[8],"is":[9,26,141,175],"crucial":[10],"for":[11,182],"restoring":[12],"supply":[14],"and":[15,36,52,66,86,103,148,155,166,184,204,217],"distribution.":[16],"However,":[17],"the":[18,30,37,62,117,137,189,201,224],"diagnostic":[19,118,207],"accuracy":[20,203,208],"current":[22],"methods":[25],"limited":[27],"due":[28],"to":[29,70,120,187,199,210],"single":[31],"source":[32],"training":[34],"data":[35],"imbalanced":[38,172],"categories.":[40],"This":[41,158],"paper":[42],"proposes":[43],"a":[44,79],"algorithm":[47,76,226],"based":[48,177],"on":[49,178],"ambient":[50,92,104],"signals":[51,93,105],"graph":[53],"convolutional":[54],"networks":[55],"(GCN),":[56],"approaching":[57],"from":[58,83,95],"two":[59],"perspectives,":[60],"broadening":[61],"input":[63],"information":[64,89,123,130],"sources":[65],"enhancing":[67],"feature":[68,156,168],"distinguishability":[69],"address":[71],"this":[72,75],"issue.":[73],"Firstly,":[74],"first":[77],"constructs":[78],"GCN":[80,135,140],"adjacency":[81,163],"matrix":[82,164],"topology":[85],"enhances":[87],"by":[90,143],"incorporating":[91],"derived":[94],"small":[96],"disturbances":[97],"during":[98],"normal":[99],"conditions.":[100],"The":[101,206],"are":[106,196],"then":[107],"decomposed":[108],"into":[109],"various":[110],"intrinsic":[111],"modes,":[112],"serving":[113],"as":[114],"inputs":[115],"model":[119],"extract":[121],"embedded":[124],"non-fault":[126],"signals,":[127],"thus":[128],"achieving":[129],"increment.":[131],"Subsequently,":[132],"building":[133],"upon":[134],"architecture,":[136],"holistic":[138],"capture":[139],"developed":[142],"integrating":[144],"spatio-temporal":[145],"attention":[146],"mechanisms":[147],"integrative":[149],"pyramid":[150],"network":[151],"across":[152],"temporal,":[153],"spatial,":[154],"dimensions.":[157],"enables":[159],"iterative":[160],"updating":[161],"weights":[165],"full-dimensional":[167],"extraction.":[169],"Finally,":[170],"an":[171],"set":[174],"constructed":[176],"practical":[179],"operating":[180],"conditions":[181],"comparative":[183],"ablation":[185],"experiments":[186],"validate":[188],"proposed":[190,225],"method.":[191],"Various":[192],"communication":[193,214,220],"scenarios":[195],"also":[197],"considered":[198],"test":[200],"method\u2019s":[202],"robustness.":[205],"up":[209],"99.17%":[211],"under":[212,219],"no":[213],"condition":[216],"98.22%":[218],"demonstrate":[222],"that":[223],"significantly":[227],"improves":[228],"line":[229],"short":[230],"circuit":[231],"performance":[234],"systems.":[237]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
