{"id":"https://openalex.org/W4225644374","doi":"https://doi.org/10.1109/tii.2022.3158614","title":"Gridtopo-GAN for Distribution System Topology Identification","display_name":"Gridtopo-GAN for Distribution System Topology Identification","publication_year":2022,"publication_date":"2022-03-11","ids":{"openalex":"https://openalex.org/W4225644374","doi":"https://doi.org/10.1109/tii.2022.3158614"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3158614","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3158614","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/A5072162650","display_name":"Huayi Wu","orcid":"https://orcid.org/0000-0003-0588-8064"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Huayi Wu","raw_affiliation_strings":["Department of Electrical Engineering and Research Institute For Smart Energy, The Hong Kong Polytechnic University, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Research Institute For Smart Energy, The Hong Kong Polytechnic University, Hong Kong SAR, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068791753","display_name":"Zhao Xu","orcid":"https://orcid.org/0000-0003-4480-7394"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zhao Xu","raw_affiliation_strings":["Department of Electrical Engineering and Research Institute For Smart Energy, The Hong Kong Polytechnic University, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Research Institute For Smart Energy, The Hong Kong Polytechnic University, Hong Kong SAR, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085066185","display_name":"Jian Zhao","orcid":"https://orcid.org/0000-0001-7240-4774"},"institutions":[{"id":"https://openalex.org/I23632641","display_name":"Shanghai University of Electric Power","ror":"https://ror.org/02w4tny03","country_code":"CN","type":"education","lineage":["https://openalex.org/I23632641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhao","raw_affiliation_strings":["College of Electrical Engineering, Shanghai University of Electric Power, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Shanghai University of Electric Power, Shanghai, China","institution_ids":["https://openalex.org/I23632641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088431748","display_name":"Songjian Chai","orcid":"https://orcid.org/0000-0002-9794-5398"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Songjian Chai","raw_affiliation_strings":["Department of Electrical Engineering and Research Institute For Smart Energy, The Hong Kong Polytechnic University, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Research Institute For Smart Energy, The Hong Kong Polytechnic University, Hong Kong SAR, China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072162650"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":3.3183,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.92744219,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"19","issue":"4","first_page":"5356","last_page":"5366"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9990000128746033,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9959999918937683,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.759932279586792},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6492624878883362},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6471009850502014},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5832091569900513},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5417876839637756},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5037106871604919},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4834064543247223},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41269451379776},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18045124411582947},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17017590999603271},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13111793994903564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11063656210899353}],"concepts":[{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.759932279586792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6492624878883362},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6471009850502014},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5832091569900513},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5417876839637756},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5037106871604919},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4834064543247223},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41269451379776},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18045124411582947},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17017590999603271},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13111793994903564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11063656210899353},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2022.3158614","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3158614","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":[],"awards":[{"id":"https://openalex.org/G2363822351","display_name":null,"funder_award_id":"51907114","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":39,"referenced_works":["https://openalex.org/W1499925099","https://openalex.org/W1991631960","https://openalex.org/W2008668719","https://openalex.org/W2028276885","https://openalex.org/W2064690267","https://openalex.org/W2126668795","https://openalex.org/W2154851992","https://openalex.org/W2160138905","https://openalex.org/W2165970106","https://openalex.org/W2169135699","https://openalex.org/W2171042465","https://openalex.org/W2331649866","https://openalex.org/W2535032741","https://openalex.org/W2550878879","https://openalex.org/W2550966722","https://openalex.org/W2594248740","https://openalex.org/W2772950768","https://openalex.org/W2802105569","https://openalex.org/W2809642300","https://openalex.org/W2892281961","https://openalex.org/W2893928158","https://openalex.org/W2962923540","https://openalex.org/W2963679871","https://openalex.org/W2963892729","https://openalex.org/W2967611898","https://openalex.org/W2981592470","https://openalex.org/W3009864532","https://openalex.org/W3010863584","https://openalex.org/W3016593507","https://openalex.org/W3023836315","https://openalex.org/W3026588890","https://openalex.org/W3042594963","https://openalex.org/W3104097132","https://openalex.org/W3162336503","https://openalex.org/W3191461295","https://openalex.org/W3204993298","https://openalex.org/W3216759837","https://openalex.org/W4320013936","https://openalex.org/W6729482032"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2086397253","https://openalex.org/W2133122801","https://openalex.org/W600422426","https://openalex.org/W2183306018","https://openalex.org/W2549990292","https://openalex.org/W2345479200","https://openalex.org/W2007156430","https://openalex.org/W2170882281","https://openalex.org/W3081478936"],"abstract_inverted_index":{"Due":[0],"to":[1,32,109],"the":[2,34,49,68,73,98,111,116],"limited":[3,45],"presence":[4],"of":[5,12,38,67,71,115],"monitoring":[6],"and":[7,104,113],"measurement":[8,82],"devices,":[9],"timely":[10],"identification":[11,119],"distribution":[13,35,107],"grid":[14,25,36],"topology":[15,37,50,118],"has":[16],"been":[17],"challenging.":[18],"Therefore,":[19],"this":[20,55],"article":[21],"proposes":[22],"a":[23],"power":[24],"topological":[26,64],"generative":[27,69],"adversarial":[28],"network":[29],"(Gridtopo-GAN)":[30],"model":[31,56,74],"identify":[33],"either":[39],"meshed":[40],"or":[41],"radial":[42],"structure":[43],"with":[44,62,80],"measurements.":[46],"By":[47],"leveraging":[48],"preserved":[51],"node":[52],"embedding":[53],"architecture,":[54],"can":[57],"efficiently":[58],"handle":[59],"large-scale":[60],"systems":[61,108],"different":[63],"configurations.":[65],"Because":[66],"capability":[70],"GAN,":[72],"is":[75],"robust":[76],"enough":[77],"when":[78],"fed":[79],"bad":[81],"data,":[83,86],"including":[84],"missing":[85],"commonly":[87],"encountered":[88],"in":[89],"practical":[90],"applications.":[91],"Numerical":[92],"simulations":[93],"are":[94],"carried":[95],"out":[96],"on":[97],"IEEE":[99],"33-node":[100],"system,":[101],"118-node,":[102],"415-node,":[103],"real":[105],"76-node":[106],"demonstrate":[110],"effectiveness":[112],"efficiency":[114],"proposed":[117],"model.":[120]},"counts_by_year":[{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}