{"id":"https://openalex.org/W2897376899","doi":"https://doi.org/10.1109/ijcnn.2018.8489041","title":"Deep Reinforcement Leaming for Short-term Voltage Control by Dynamic Load Shedding in China Southem Power Grid","display_name":"Deep Reinforcement Leaming for Short-term Voltage Control by Dynamic Load Shedding in China Southem Power Grid","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2897376899","doi":"https://doi.org/10.1109/ijcnn.2018.8489041","mag":"2897376899"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2018.8489041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-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/A5007798612","display_name":"Jingyi Zhang","orcid":"https://orcid.org/0000-0002-3147-8838"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingyi Zhang","raw_affiliation_strings":["Department of Electrical Engineering, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100639049","display_name":"Chao L\u00fc","orcid":"https://orcid.org/0000-0002-2791-8714"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Lu","raw_affiliation_strings":["Department of Electrical Engineering, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085653399","display_name":"Jennie Si","orcid":"https://orcid.org/0000-0002-0374-7404"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennie Si","raw_affiliation_strings":["Department of Electrical Engineering, Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016491718","display_name":"Jie Song","orcid":"https://orcid.org/0000-0002-4916-8272"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Song","raw_affiliation_strings":["Department of Industrial & Management Engineering, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial & Management Engineering, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020256309","display_name":"Yinsheng Su","orcid":"https://orcid.org/0000-0002-1081-8311"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinsheng Su","raw_affiliation_strings":["Power Dispatching & Communication Center, China Southern Power Grid, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Power Dispatching & Communication Center, China Southern Power Grid, Guangzhou, China","institution_ids":["https://openalex.org/I74872605"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007798612"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":1.2875,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.81637605,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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":0.9995999932289124,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7746694087982178},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6953665018081665},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6268857717514038},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5813954472541809},{"id":"https://openalex.org/keywords/load-shedding","display_name":"Load Shedding","score":0.5679153203964233},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.49916672706604004},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.4787525534629822},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.4482036232948303},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.42503368854522705},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3924071192741394},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3152810335159302},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2896893322467804},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.24813061952590942},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1207786500453949},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08981248736381531}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7746694087982178},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6953665018081665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6268857717514038},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5813954472541809},{"id":"https://openalex.org/C2779777743","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Load Shedding","level":4,"score":0.5679153203964233},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.49916672706604004},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.4787525534629822},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4482036232948303},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.42503368854522705},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3924071192741394},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3152810335159302},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2896893322467804},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.24813061952590942},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1207786500453949},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08981248736381531},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2018.8489041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W1997431413","https://openalex.org/W2003247152","https://openalex.org/W2004044451","https://openalex.org/W2103145033","https://openalex.org/W2120562011","https://openalex.org/W2136848157","https://openalex.org/W2145339207","https://openalex.org/W2152349126","https://openalex.org/W2157847420","https://openalex.org/W2160045034","https://openalex.org/W2165501837","https://openalex.org/W2166310857","https://openalex.org/W2168510415","https://openalex.org/W2257979135","https://openalex.org/W2380726528","https://openalex.org/W2424242071","https://openalex.org/W2919115771","https://openalex.org/W7006122966"],"related_works":["https://openalex.org/W2756721351","https://openalex.org/W2014922968","https://openalex.org/W2066910221","https://openalex.org/W2991998379","https://openalex.org/W2035823501","https://openalex.org/W1865483837","https://openalex.org/W2748083280","https://openalex.org/W2544162450","https://openalex.org/W30828843","https://openalex.org/W3157036826"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,22,52,79,92],"novel":[3],"load":[4,71,88,136],"shedding":[5,72,89,137],"(LS)":[6],"scheme":[7,116,141],"against":[8],"voltage":[9,67,132],"instability":[10],"using":[11,138],"deep":[12,53],"reinforcement":[13],"learning":[14,46,54],"(DRL).":[15],"Both":[16],"spatial":[17],"and":[18,38,59,84],"temporal":[19],"information":[20,41,65],"of":[21,81],"large":[23],"power":[24],"grid":[25,39],"are":[26,42],"used":[27],"in":[28,91],"the":[29,45,49,102,107,121,139],"DRL":[30,50,70,112],"control":[31,120],"scheme.":[32],"Specifically,":[33],"both":[34],"dynamic":[35],"state":[36],"variables":[37],"topology":[40],"inputs":[43],"to":[44,61,86,105,119],"controller.":[47],"Within":[48],"scheme,":[51],"neural":[55],"network":[56],"is":[57,117],"designed":[58],"implemented":[60],"automatically":[62],"extract":[63],"translation-invariance":[64],"about":[66],"instability.":[68],"The":[69,111],"controller":[73],"interacts":[74],"with":[75],"system":[76],"dynamics":[77],"through":[78],"sequence":[80],"observations,":[82],"actions":[83],"rewards":[85],"determine":[87],"amounts":[90],"manner":[93],"that":[94],"maximizes":[95],"cumulative":[96],"future":[97],"reward,":[98],"accomplishing":[99],"coordination":[100],"within":[101],"region":[103],"rapidly":[104],"meet":[106],"online":[108],"application":[109],"requirements.":[110],"based":[113],"distributed":[114],"LS":[115],"performed":[118],"China":[122],"Southern":[123],"Power":[124],"Grid":[125],"(CSG)":[126],"system.":[127],"Our":[128],"results":[129],"show":[130],"improved":[131],"recovery":[133],"performance":[134],"by":[135],"proposed":[140],"under":[142],"different":[143],"unknown":[144],"test":[145],"scenarios.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
