{"id":"https://openalex.org/W4207064592","doi":"https://doi.org/10.1109/gcwkshps52748.2021.9682182","title":"Reinforcement Learning for Multiagent-based Residential Energy Management System","display_name":"Reinforcement Learning for Multiagent-based Residential Energy Management System","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4207064592","doi":"https://doi.org/10.1109/gcwkshps52748.2021.9682182"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshps52748.2021.9682182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps52748.2021.9682182","pdf_url":null,"source":{"id":"https://openalex.org/S4363605397","display_name":"2021 IEEE Globecom Workshops (GC Wkshps)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Globecom Workshops (GC Wkshps)","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/A5007021890","display_name":"Aparna Kumari","orcid":"https://orcid.org/0000-0001-5991-6193"},"institutions":[{"id":"https://openalex.org/I45372603","display_name":"Ganpat University","ror":"https://ror.org/05nn7qm04","country_code":"IN","type":"education","lineage":["https://openalex.org/I45372603"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Aparna Kumari","raw_affiliation_strings":["Institute of Computer Technology, Ganpat University, Gujarat, India"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Technology, Ganpat University, Gujarat, India","institution_ids":["https://openalex.org/I45372603"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089077811","display_name":"Sudeep Tanwar","orcid":"https://orcid.org/0000-0002-1776-4651"},"institutions":[{"id":"https://openalex.org/I165831266","display_name":"Nirma University","ror":"https://ror.org/05qkq7x38","country_code":"IN","type":"education","lineage":["https://openalex.org/I165831266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sudeep Tanwar","raw_affiliation_strings":["Nirma University, Ahmedabad, Gujarat, India"],"affiliations":[{"raw_affiliation_string":"Nirma University, Ahmedabad, Gujarat, India","institution_ids":["https://openalex.org/I165831266"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007021890"],"corresponding_institution_ids":["https://openalex.org/I45372603"],"apc_list":null,"apc_paid":null,"fwci":4.3274,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96611199,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","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/T10603","display_name":"Smart Grid Energy Management","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/T11954","display_name":"Energy Efficiency and Management","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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":0.7688228487968445},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.6845659613609314},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6585731506347656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6002123951911926},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5503279566764832},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.5196388959884644},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.48965030908584595},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.48845210671424866},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4658876955509186},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.45968103408813477},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3816036581993103},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3484872877597809},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20257669687271118},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18942663073539734},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08566990494728088},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.06715667247772217}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7688228487968445},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.6845659613609314},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6585731506347656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6002123951911926},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5503279566764832},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.5196388959884644},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.48965030908584595},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.48845210671424866},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4658876955509186},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.45968103408813477},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3816036581993103},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3484872877597809},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20257669687271118},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18942663073539734},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08566990494728088},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.06715667247772217},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcwkshps52748.2021.9682182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps52748.2021.9682182","pdf_url":null,"source":{"id":"https://openalex.org/S4363605397","display_name":"2021 IEEE Globecom Workshops (GC Wkshps)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8899999856948853,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2026420836","https://openalex.org/W2175629060","https://openalex.org/W2179399249","https://openalex.org/W2319491739","https://openalex.org/W2623547241","https://openalex.org/W2704982056","https://openalex.org/W2772320796","https://openalex.org/W2792399510","https://openalex.org/W2795276745","https://openalex.org/W2885341446","https://openalex.org/W2904635416","https://openalex.org/W2906502948","https://openalex.org/W2917824234","https://openalex.org/W2920048877","https://openalex.org/W2926295867","https://openalex.org/W2946037299","https://openalex.org/W2994565690","https://openalex.org/W3005335721","https://openalex.org/W3007687131","https://openalex.org/W3011485953","https://openalex.org/W3027300826","https://openalex.org/W3082620604","https://openalex.org/W3127907902","https://openalex.org/W3132265532","https://openalex.org/W3175694419","https://openalex.org/W6774589364"],"related_works":["https://openalex.org/W1589973774","https://openalex.org/W2171108821","https://openalex.org/W2353074559","https://openalex.org/W2074513827","https://openalex.org/W1498762745","https://openalex.org/W2402141875","https://openalex.org/W148990555","https://openalex.org/W2023642087","https://openalex.org/W4312501103","https://openalex.org/W3037868018"],"abstract_inverted_index":{"In":[0],"Smart":[1],"Grid":[2],"(SG),":[3],"energy":[4,38,82,87,121,127,131,151,154],"management":[5,122],"in":[6,123,148],"residential":[7],"houses":[8],"has":[9],"gained":[10],"widespread":[11],"popularity":[12],"with":[13,93,145],"the":[14,36,63,136],"increasing":[15],"population":[16],"and":[17,31,42,91,130,153],"demand":[18],"for":[19,35,47,79,119,156],"energy.":[20],"Residential":[21,73],"Energy":[22,74],"Management":[23,75],"System":[24],"(REMS)":[25],"can":[26],"lead":[27],"to":[28,56,62,125],"higher":[29],"efficiency":[30],"lower":[32],"operating":[33],"costs":[34],"multi-carrier":[37,59,81],"supply":[39],"(i.e.,":[40],"gas":[41,90],"electricity).":[43],"Several":[44],"approaches":[45,147],"exist":[46],"single":[48],"carrier":[49],"REMS,":[50],"however,":[51],"it":[52,144],"is":[53,140],"quite":[54],"challenging":[55],"develop":[57],"a":[58,71,80,115],"REMS":[60,124],"due":[61],"dynamic":[64,116],"consumption":[65,152],"environment.":[66],"So,":[67],"this":[68],"paper":[69],"proposes":[70],"MultiAgent-based":[72],"scheme,":[76],"i.e.,":[77,89],"MA-REM":[78,109,138],"system.":[83],"It":[84],"benefits":[85],"each":[86],"component,":[88],"electricity":[92,157],"different":[94],"Demand":[95],"Response":[96],"Program":[97],"(DRP),":[98],"which":[99],"accelerates":[100],"by":[101,142],"employing":[102],"Reinforcement":[103],"Learning":[104],"(RL)":[105],"methodology.":[106],"The":[107,133],"proposed":[108,137],"scheme":[110,139],"uses":[111],"Q-learning":[112],"based":[113],"on":[114],"pricing":[117],"mechanism":[118],"optimal":[120],"reduced":[126],"cost":[128,155],"(14.97%)":[129],"consumption.":[132],"effectiveness":[134],"of":[135,150],"evaluated":[141],"comparing":[143],"existing":[146],"terms":[149],"&":[158],"gas.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}