{"id":"https://openalex.org/W4406214474","doi":"https://doi.org/10.1080/00207721.2024.2448770","title":"Event-based reinforcement learning algorithm for dynamic resource allocation in smart grid","display_name":"Event-based reinforcement learning algorithm for dynamic resource allocation in smart grid","publication_year":2025,"publication_date":"2025-01-09","ids":{"openalex":"https://openalex.org/W4406214474","doi":"https://doi.org/10.1080/00207721.2024.2448770"},"language":"en","primary_location":{"id":"doi:10.1080/00207721.2024.2448770","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207721.2024.2448770","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","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":null,"display_name":"Jiayi Wang","orcid":null},"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":"Jiayi Wang","raw_affiliation_strings":["Central South University","School of Automation, Central South University, Changsha, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Automation, Central South University, Changsha, People's Republic of China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047743249","display_name":"Wenfeng Hu","orcid":"https://orcid.org/0000-0003-3833-0358"},"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":true,"raw_author_name":"Wenfeng Hu","raw_affiliation_strings":["Central South University","School of Automation, Central South University, Changsha, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Automation, Central South University, Changsha, People's Republic of China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5047743249"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":1.3068,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76976287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"56","issue":"10","first_page":"2447","last_page":"2465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9995999932289124,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9995999932289124,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9987999796867371,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9887999892234802,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8046505451202393},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6634102463722229},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5899616479873657},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5320324301719666},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4495391845703125},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.43955376744270325},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4385238289833069},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4300835430622101},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3952588737010956},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37172621488571167},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22816908359527588},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15362107753753662},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10925358533859253}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8046505451202393},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6634102463722229},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5899616479873657},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5320324301719666},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4495391845703125},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.43955376744270325},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4385238289833069},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4300835430622101},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3952588737010956},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37172621488571167},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22816908359527588},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15362107753753662},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10925358533859253},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207721.2024.2448770","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207721.2024.2448770","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3469698224","display_name":null,"funder_award_id":"2023JJ20075","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G6786696485","display_name":null,"funder_award_id":"62273358","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"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2008668719","https://openalex.org/W2075469757","https://openalex.org/W2139638005","https://openalex.org/W2145228555","https://openalex.org/W2145339207","https://openalex.org/W2215067230","https://openalex.org/W2273484141","https://openalex.org/W2331743312","https://openalex.org/W2472026352","https://openalex.org/W2599754303","https://openalex.org/W2606383594","https://openalex.org/W2726938673","https://openalex.org/W2753220394","https://openalex.org/W2772743719","https://openalex.org/W2790406096","https://openalex.org/W2790612450","https://openalex.org/W2972494841","https://openalex.org/W3080962101","https://openalex.org/W3101614605","https://openalex.org/W3141776272","https://openalex.org/W3148958990","https://openalex.org/W3170535895","https://openalex.org/W3174056649","https://openalex.org/W4200068404","https://openalex.org/W4200308385","https://openalex.org/W4205496101","https://openalex.org/W4206009461","https://openalex.org/W4226420669","https://openalex.org/W4245585096","https://openalex.org/W4309165076","https://openalex.org/W4310875601","https://openalex.org/W4324119333","https://openalex.org/W4362597634"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W3084456289","https://openalex.org/W2024136090","https://openalex.org/W4391331176","https://openalex.org/W2031695474","https://openalex.org/W2393923802","https://openalex.org/W2005195638"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,84],"propose":[4],"a":[5,19,42,55,62,131],"dynamic":[6],"event-based":[7,87],"distributed":[8,88],"reinforcement":[9,75],"learning":[10,76],"algorithm":[11],"to":[12,40,67,80,91],"address":[13],"the":[14,27,50,69,74,93,105,108,113,119],"resource":[15,31,45],"allocation":[16,46,129],"problem":[17,66],"in":[18,26,73,130],"smart":[20,132],"grid.":[21,133],"The":[22],"main":[23],"challenge":[24],"lies":[25],"presence":[28],"of":[29,44,71,107],"unknown":[30],"transfer":[32],"functions":[33,53],"and":[34,111],"cost":[35,52],"functions.":[36],"Our":[37,58],"objective":[38],"is":[39],"discover":[41],"set":[43],"solutions":[47],"that":[48,103],"minimise":[49],"total":[51],"over":[54],"specified":[56],"period.":[57],"approach":[59,90],"involves":[60],"re-constructing":[61],"new":[63],"convex":[64],"optimisation":[65,89],"facilitate":[68],"approximation":[70],"Q-values":[72],"training":[77],"process.":[78],"Additionally,":[79],"avoid":[81],"continuous":[82],"communication,":[83],"integrate":[85],"an":[86,123],"approximate":[92],"action-value":[94],"function.":[95],"We":[96,116],"support":[97],"our":[98],"methodology":[99],"with":[100],"theoretical":[101],"proofs":[102],"establish":[104],"validity":[106],"event-triggered":[109],"conditions":[110],"demonstrate":[112],"algorithm's":[114,120],"convergence.":[115],"further":[117],"validate":[118],"feasibility":[121],"through":[122],"illustrative":[124],"example":[125],"involving":[126],"output":[127],"power":[128]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}