{"id":"https://openalex.org/W4398250261","doi":"https://doi.org/10.1109/tsg.2024.3404859","title":"Dynamic Distribution Network Reconfiguration With Generation and Load Uncertainty","display_name":"Dynamic Distribution Network Reconfiguration With Generation and Load Uncertainty","publication_year":2024,"publication_date":"2024-05-23","ids":{"openalex":"https://openalex.org/W4398250261","doi":"https://doi.org/10.1109/tsg.2024.3404859"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2024.3404859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2024.3404859","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/A5011888557","display_name":"Shahab Bahrami","orcid":"https://orcid.org/0000-0002-3554-0539"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shahab Bahrami","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3554-0539","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055972810","display_name":"Yu Christine Chen","orcid":"https://orcid.org/0000-0002-6101-4989"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yu Christine Chen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6101-4989","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003037377","display_name":"Vincent W. S. Wong","orcid":"https://orcid.org/0000-0003-3821-4365"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vincent W. S. Wong","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0003-3821-4365","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":5.3592,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.96807691,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"15","issue":"6","first_page":"5472","last_page":"5484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14276","display_name":"Power Systems and Technologies","score":0.9943000078201294,"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/T14276","display_name":"Power Systems and Technologies","score":0.9943000078201294,"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":0.9937999844551086,"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/T14444","display_name":"Power Systems and Renewable Energy","score":0.9793999791145325,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.6768364310264587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5136551260948181},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.4133650064468384},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.35002100467681885},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2600022852420807},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.25516870617866516},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.11493977904319763}],"concepts":[{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.6768364310264587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5136551260948181},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.4133650064468384},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.35002100467681885},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2600022852420807},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.25516870617866516},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11493977904319763}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2024.3404859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2024.3404859","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":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1607032092","https://openalex.org/W1763243278","https://openalex.org/W1964488708","https://openalex.org/W2015140184","https://openalex.org/W2046376809","https://openalex.org/W2093504072","https://openalex.org/W2290161659","https://openalex.org/W2327160840","https://openalex.org/W2330350813","https://openalex.org/W2337668381","https://openalex.org/W2760912400","https://openalex.org/W2791104990","https://openalex.org/W2893928158","https://openalex.org/W2949999892","https://openalex.org/W2958310277","https://openalex.org/W2994517795","https://openalex.org/W3008171139","https://openalex.org/W3037661551","https://openalex.org/W3041133507","https://openalex.org/W3093637890","https://openalex.org/W3107222808","https://openalex.org/W3118220005","https://openalex.org/W3141454681","https://openalex.org/W3166180330","https://openalex.org/W3193443200","https://openalex.org/W3196572578","https://openalex.org/W3216830799","https://openalex.org/W4206269615","https://openalex.org/W4214717370","https://openalex.org/W4252169640","https://openalex.org/W4255965682","https://openalex.org/W4293860495","https://openalex.org/W4310584124","https://openalex.org/W4312728674","https://openalex.org/W4324125770","https://openalex.org/W4385245566","https://openalex.org/W4385731884","https://openalex.org/W4387623912","https://openalex.org/W6758687306"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2357657342","https://openalex.org/W2153432761","https://openalex.org/W2152623100","https://openalex.org/W2142042635","https://openalex.org/W4214878056","https://openalex.org/W1580144672","https://openalex.org/W1988127757","https://openalex.org/W4248634784"],"abstract_inverted_index":{"Given":[0],"the":[1,10,31,45,49,63,70,83,106,118,141,154,158,170,185],"uncertainty":[2,66],"in":[3,57,68,169,191],"load":[4],"demand":[5],"and":[6,35,65,94,197],"renewable":[7],"energy":[8],"sources,":[9],"distribution":[11],"network":[12,91],"reconfiguration":[13],"(DNR)":[14],"problem":[15,72,103,144],"is":[16,114],"a":[17,24,75,87,126,137,146],"stochastic":[18,46,142],"mixed-integer":[19],"nonlinear":[20],"optimization":[21,40,112],"program":[22],"with":[23,30,145,164,194],"running":[25],"time":[26],"that":[27,81,131],"scales":[28],"exponentially":[29],"number":[32],"of":[33,44,48,157,187],"sectional":[34],"tie":[36],"line":[37],"switches.":[38],"Stochastic":[39],"techniques":[41],"require":[42],"knowledge":[43],"processes":[47],"uncertain":[50],"parameters,":[51],"which":[52,120],"may":[53],"not":[54],"be":[55],"available":[56],"practice.":[58],"This":[59],"paper":[60],"addresses":[61],"both":[62],"scalability":[64,186],"issues":[67],"solving":[69],"DNR":[71,143,160,167],"by":[73],"developing":[74],"deep":[76,89],"reinforcement":[77],"learning":[78],"(DRL)":[79],"algorithm":[80,113,134,174,190],"determines":[82],"optimal":[84,99],"topology":[85],"using":[86],"transformer":[88],"neural":[90,110],"(DNN)":[92],"architecture,":[93],"subsequently":[95],"solves":[96],"an":[97],"AC":[98],"power":[100],"flow":[101],"(OPF)":[102],"to":[104,116,140],"satisfy":[105],"operation":[107],"constraints.":[108],"A":[109],"combinatorial":[111],"applied":[115],"train":[117],"DNN,":[119],"penalizes":[121],"infeasible":[122],"solutions.":[123],"Simulations":[124],"on":[125,151],"119-bus":[127],"test":[128],"system":[129],"show":[130],"our":[132,172,188],"proposed":[133,173,189],"can":[135,175],"obtain":[136,176],"near-optimal":[138],"solution":[139],"small":[147],"gap":[148],"(i.e.,":[149],"4.7%":[150],"average)":[152],"from":[153],"objective":[155,181],"value":[156],"deterministic":[159],"problem.":[161],"When":[162],"compared":[163],"existing":[165],"learning-based":[166],"algorithms":[168],"literature,":[171],"at":[177],"least":[178],"11%":[179],"lower":[180],"value.":[182],"We":[183],"demonstrate":[184],"larger":[192],"systems":[193],"595,":[195],"1190,":[196],"3570":[198],"buses.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":17},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":5}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
