{"id":"https://openalex.org/W3166180330","doi":"https://doi.org/10.1109/access.2021.3089625","title":"Distribution Network Reconfiguration Based on NoisyNet Deep Q-Learning Network","display_name":"Distribution Network Reconfiguration Based on NoisyNet Deep Q-Learning Network","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3166180330","doi":"https://doi.org/10.1109/access.2021.3089625","mag":"3166180330"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3089625","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3089625","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2021.3089625","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100335559","display_name":"Beibei Wang","orcid":"https://orcid.org/0000-0002-1030-3756"},"institutions":[{"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":true,"raw_author_name":"Beibei Wang","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100661378","display_name":"Hong Zhu","orcid":"https://orcid.org/0000-0003-3527-9315"},"institutions":[{"id":"https://openalex.org/I4210126065","display_name":"Shanghai Electric (China)","ror":"https://ror.org/0314qy595","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126065"]},{"id":"https://openalex.org/I4387152367","display_name":"State Grid Nanjing Power Supply Company (China)","ror":"https://ror.org/00emjrx81","country_code":null,"type":"company","lineage":["https://openalex.org/I4387152367"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Zhu","raw_affiliation_strings":["Nanjing Power Supply Company, State Grid Jiangsu Electric Power Company Ltd., Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing Power Supply Company, State Grid Jiangsu Electric Power Company Ltd., Nanjing, China","institution_ids":["https://openalex.org/I4210126065","https://openalex.org/I4387152367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109400635","display_name":"Honghua Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126065","display_name":"Shanghai Electric (China)","ror":"https://ror.org/0314qy595","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126065"]},{"id":"https://openalex.org/I4387152367","display_name":"State Grid Nanjing Power Supply Company (China)","ror":"https://ror.org/00emjrx81","country_code":null,"type":"company","lineage":["https://openalex.org/I4387152367"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honghua Xu","raw_affiliation_strings":["Nanjing Power Supply Company, State Grid Jiangsu Electric Power Company Ltd., Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing Power Supply Company, State Grid Jiangsu Electric Power Company Ltd., Nanjing, China","institution_ids":["https://openalex.org/I4210126065","https://openalex.org/I4387152367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083904367","display_name":"Yu\u2010Qing Bao","orcid":"https://orcid.org/0000-0002-6076-4892"},"institutions":[{"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":"Yuqing Bao","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015352590","display_name":"Hui\u2010Fang Di","orcid":null},"institutions":[{"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":"Huifang Di","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100335559"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.9585,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.95884817,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"9","issue":null,"first_page":"90358","last_page":"90365"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","score":0.9993000030517578,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9993000030517578,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9962000250816345,"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/T14444","display_name":"Power Systems and Renewable Energy","score":0.979200005531311,"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/computer-science","display_name":"Computer science","score":0.8338281512260437},{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.8202395439147949},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7175064086914062},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5803982615470886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4862441122531891},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.45777982473373413},{"id":"https://openalex.org/keywords/q-learning","display_name":"Q-learning","score":0.4208436608314514},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34857499599456787},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3214113712310791},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.12462776899337769},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06936568021774292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8338281512260437},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.8202395439147949},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7175064086914062},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5803982615470886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4862441122531891},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.45777982473373413},{"id":"https://openalex.org/C188116033","wikidata":"https://www.wikidata.org/wiki/Q2664563","display_name":"Q-learning","level":3,"score":0.4208436608314514},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34857499599456787},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3214113712310791},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.12462776899337769},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06936568021774292},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3089625","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3089625","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7ab867d745f24da0b538ac4dac69584f","is_oa":true,"landing_page_url":"https://doaj.org/article/7ab867d745f24da0b538ac4dac69584f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 90358-90365 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3089625","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3089625","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1757796397","https://openalex.org/W2145339207","https://openalex.org/W2155968351","https://openalex.org/W2519584323","https://openalex.org/W2741776148","https://openalex.org/W2746553466","https://openalex.org/W2945939686","https://openalex.org/W2950058488","https://openalex.org/W2954810466","https://openalex.org/W2968556861","https://openalex.org/W3008171139","https://openalex.org/W3037661551","https://openalex.org/W3043777293","https://openalex.org/W4298857966","https://openalex.org/W6637967152"],"related_works":["https://openalex.org/W3096874164","https://openalex.org/W2166117066","https://openalex.org/W2357975469","https://openalex.org/W2136202932","https://openalex.org/W3087814763","https://openalex.org/W2361647908","https://openalex.org/W2937181779","https://openalex.org/W2537866915","https://openalex.org/W2089415692","https://openalex.org/W4294873804"],"abstract_inverted_index":{"The":[0,46,82],"distribution":[1,31],"network":[2,22,53],"reconfiguration":[3],"(DNR)":[4],"aims":[5],"at":[6],"minimizing":[7],"the":[8,13,21,26,30,57,67,74,79,88],"power":[9],"losses":[10],"and":[11,77],"improving":[12],"voltage":[14],"profile.":[15],"Traditional":[16],"model-based":[17],"methods":[18],"exactly":[19],"need":[20,64],"parameters":[23],"to":[24,72],"derive":[25],"optimal":[27],"configuration":[28],"of":[29,65],"network.":[32],"This":[33],"paper":[34],"proposes":[35],"a":[36],"DNR":[37],"method":[38,48,84],"based":[39],"on":[40],"model-free":[41],"reinforcement":[42],"learning":[43],"(RL)":[44],"approach.":[45],"proposed":[47,83],"adopts":[49],"NoisyNet":[50],"deep":[51],"Q-learning":[52],"(DQN),":[54],"by":[55,87],"which":[56],"exploration":[58,68],"can":[59],"be":[60],"automatically":[61],"realized":[62],"without":[63],"tuning":[66],"parameters,":[69],"in":[70],"order":[71],"accelerate":[73],"training":[75],"process":[76],"improve":[78],"optimization":[80],"performance.":[81],"is":[85],"validated":[86],"simulation":[89],"results.":[90]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}