{"id":"https://openalex.org/W4400678988","doi":"https://doi.org/10.1109/tai.2024.3428510","title":"Energy Scheduling Optimization for Microgrids Based on Partially Observable Markov Game","display_name":"Energy Scheduling Optimization for Microgrids Based on Partially Observable Markov Game","publication_year":2024,"publication_date":"2024-07-16","ids":{"openalex":"https://openalex.org/W4400678988","doi":"https://doi.org/10.1109/tai.2024.3428510"},"language":"en","primary_location":{"id":"doi:10.1109/tai.2024.3428510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2024.3428510","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Artificial Intelligence","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/A5113146478","display_name":"Jiakai Gong","orcid":"https://orcid.org/0009-0006-9375-868X"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiakai Gong","raw_affiliation_strings":["School of Electrical Engineering, Anhui Polytechnic University, Wuhu, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Anhui Polytechnic University, Wuhu, China","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065117485","display_name":"Nuo Yu","orcid":"https://orcid.org/0000-0003-4189-0903"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nuo Yu","raw_affiliation_strings":["School of Electrical Engineering, Anhui Polytechnic University, Wuhu, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Anhui Polytechnic University, Wuhu, China","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110377693","display_name":"Fen Han","orcid":null},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fen Han","raw_affiliation_strings":["School of Electrical Engineering, Anhui Polytechnic University, Wuhu, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Anhui Polytechnic University, Wuhu, China","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000882226","display_name":"Bin Tang","orcid":"https://orcid.org/0000-0002-4577-8882"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Tang","raw_affiliation_strings":["School of Electrical Engineering, Anhui Polytechnic University, Wuhu, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Anhui Polytechnic University, Wuhu, China","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013007803","display_name":"Haolong Wu","orcid":"https://orcid.org/0009-0008-8010-2926"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haolong Wu","raw_affiliation_strings":["School of Electrical Engineering, Anhui Polytechnic University, Wuhu, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Anhui Polytechnic University, Wuhu, China","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074068809","display_name":"Yuan Ge","orcid":"https://orcid.org/0000-0003-2037-319X"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Ge","raw_affiliation_strings":["School of Electrical Engineering, Anhui Polytechnic University, Wuhu, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Anhui Polytechnic University, Wuhu, China","institution_ids":["https://openalex.org/I70908550"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5113146478"],"corresponding_institution_ids":["https://openalex.org/I70908550"],"apc_list":null,"apc_paid":null,"fwci":1.0174,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77768474,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"5","issue":"11","first_page":"5371","last_page":"5380"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.9585000276565552,"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"}},"topics":[{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.9585000276565552,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.6063450574874878},{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.5818526148796082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5799766778945923},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5345596075057983},{"id":"https://openalex.org/keywords/partially-observable-markov-decision-process","display_name":"Partially observable Markov decision process","score":0.5270393490791321},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5219264030456543},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.446225106716156},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4101029932498932},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4072037935256958},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.3223099708557129},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19891637563705444},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09634247422218323},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.07958924770355225}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6063450574874878},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.5818526148796082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5799766778945923},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5345596075057983},{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.5270393490791321},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5219264030456543},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.446225106716156},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4101029932498932},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4072037935256958},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.3223099708557129},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19891637563705444},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09634247422218323},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07958924770355225},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/tai.2024.3428510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2024.3428510","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G2306951750","display_name":null,"funder_award_id":"JCKJ2021A07","funder_id":"https://openalex.org/F4320328637","funder_display_name":"Anhui Polytechnic University"},{"id":"https://openalex.org/G3758890107","display_name":null,"funder_award_id":"U21A20146","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G569635136","display_name":null,"funder_award_id":"2008085MF208","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320328637","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1999582577","https://openalex.org/W2064675550","https://openalex.org/W2169294731","https://openalex.org/W2341721993","https://openalex.org/W2401182610","https://openalex.org/W2516459580","https://openalex.org/W2783803039","https://openalex.org/W2945285958","https://openalex.org/W2949816299","https://openalex.org/W2952242647","https://openalex.org/W2954559956","https://openalex.org/W2963723202","https://openalex.org/W2974232099","https://openalex.org/W3003558046","https://openalex.org/W3012215888","https://openalex.org/W3015906026","https://openalex.org/W3035442260","https://openalex.org/W3036200378","https://openalex.org/W3098347905","https://openalex.org/W3184109797","https://openalex.org/W3194280320","https://openalex.org/W3198029030","https://openalex.org/W3209275630","https://openalex.org/W3217599394","https://openalex.org/W4214657562","https://openalex.org/W4226101380","https://openalex.org/W4285173232","https://openalex.org/W4299802797","https://openalex.org/W4323891826","https://openalex.org/W4361804182","https://openalex.org/W4366957295","https://openalex.org/W4380356970","https://openalex.org/W6738796088","https://openalex.org/W6764943343"],"related_works":["https://openalex.org/W2999848267","https://openalex.org/W2096013579","https://openalex.org/W52153049","https://openalex.org/W1760611253","https://openalex.org/W1589140671","https://openalex.org/W1515117609","https://openalex.org/W4323315247","https://openalex.org/W131709709","https://openalex.org/W2294884454","https://openalex.org/W3169161914"],"abstract_inverted_index":{"Microgrids":[0],"(MGs)":[1],"are":[2],"essential":[3],"for":[4,45],"enhancing":[5],"energy":[6,16,41,61,68,110],"efficiency":[7],"and":[8,102,115],"minimizing":[9],"power":[10],"usage":[11],"through":[12],"the":[13,23],"regulation":[14,26],"of":[15,27],"storage":[17],"systems.":[18],"Nevertheless,":[19],"privacy-related":[20],"concerns":[21],"obstruct":[22],"real-time":[24],"precise":[25],"these":[28],"systems":[29],"due":[30],"to":[31,59,64,119],"unavailable":[32],"state-of-charge":[33],"(SOC)":[34],"data.":[35],"This":[36,86],"article":[37],"introduces":[38],"a":[39,53,71],"self-adaptive":[40],"scheduling":[42,69],"optimization":[43,74],"framework":[44],"MGs":[46],"that":[47],"operates":[48],"without":[49],"SOC":[50],"information,":[51],"utilizing":[52],"partially":[54],"observable":[55],"Markov":[56],"game":[57],"(POMG)":[58],"decrease":[60],"usage.":[62],"Furthermore,":[63],"develop":[65],"an":[66],"optimal":[67],"strategy,":[70],"MG":[72],"system":[73],"approach":[75],"using":[76],"recurrent":[77,98],"multiagent":[78],"deep":[79],"deterministic":[80,97],"policy":[81,99],"gradient":[82,100],"(RMADDPG)":[83],"is":[84,88],"presented.":[85],"method":[87],"evaluated":[89],"against":[90],"other":[91],"existing":[92],"techniques":[93],"such":[94],"as":[95],"MADDPG,":[96],"(DRPG),":[101],"independent":[103],"Q-learning":[104],"(IQL),":[105],"demonstrating":[106],"reductions":[107],"in":[108],"electrical":[109],"consumption":[111],"by":[112],"4.29%,":[113],"5.56%,":[114],"12.95%,":[116],"respectively,":[117],"according":[118],"simulation":[120],"outcomes.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
