{"id":"https://openalex.org/W4416251930","doi":"https://doi.org/10.1109/ijcnn64981.2025.11227829","title":"Multi-Objective Battery Dispatching using an Enhanced SAC Algorithm","display_name":"Multi-Objective Battery Dispatching using an Enhanced SAC Algorithm","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4416251930","doi":"https://doi.org/10.1109/ijcnn64981.2025.11227829"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11227829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11227829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 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/A5093311276","display_name":"Danial Zendehdel","orcid":"https://orcid.org/0009-0003-7063-8755"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Danial Zendehdel","raw_affiliation_strings":["University of Rome \"La Sapienza\",Electronics and Telecommunications,Department of Information Engineering,Rome,Italy,00184"],"affiliations":[{"raw_affiliation_string":"University of Rome \"La Sapienza\",Electronics and Telecommunications,Department of Information Engineering,Rome,Italy,00184","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020616232","display_name":"Enrico De Santis","orcid":"https://orcid.org/0000-0003-4915-0723"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico De Santis","raw_affiliation_strings":["University of Rome \"La Sapienza\",Electronics and Telecommunications,Department of Information Engineering,Rome,Italy,00184"],"affiliations":[{"raw_affiliation_string":"University of Rome \"La Sapienza\",Electronics and Telecommunications,Department of Information Engineering,Rome,Italy,00184","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072229274","display_name":"Antonino Capillo","orcid":"https://orcid.org/0000-0002-6360-7737"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonino Capillo","raw_affiliation_strings":["University of Rome \"La Sapienza\",Electronics and Telecommunications,Department of Information Engineering,Rome,Italy,00184"],"affiliations":[{"raw_affiliation_string":"University of Rome \"La Sapienza\",Electronics and Telecommunications,Department of Information Engineering,Rome,Italy,00184","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030064470","display_name":"Philip Odonkor","orcid":"https://orcid.org/0000-0003-3616-1431"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip Odonkor","raw_affiliation_strings":["Stevens Institute of Technology,Department of Systems and Enterprises,NJ,USA"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology,Department of Systems and Enterprises,NJ,USA","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"last","author":{"id":null,"display_name":"Antonello Rizzi","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonello Rizzi","raw_affiliation_strings":["University of Rome \"La Sapienza\",Electronics and Telecommunications,Department of Information Engineering,Rome,Italy,00184"],"affiliations":[{"raw_affiliation_string":"University of Rome \"La Sapienza\",Electronics and Telecommunications,Department of Information Engineering,Rome,Italy,00184","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5093311276"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32697768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10603","display_name":"Smart Grid Energy Management","score":0.5134999752044678,"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":0.5134999752044678,"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":0.20499999821186066,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.0544000007212162,"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/battery","display_name":"Battery (electricity)","score":0.76419997215271},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6444000005722046},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.47859999537467957},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.44600000977516174},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4426000118255615},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.40290001034736633},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.3822999894618988},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.33809998631477356}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.76419997215271},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6444000005722046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5303999781608582},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.47859999537467957},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.44600000977516174},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4426000118255615},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4205999970436096},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4124999940395355},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.40290001034736633},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.3822999894618988},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34310001134872437},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3398999869823456},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.33809998631477356},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.32600000500679016},{"id":"https://openalex.org/C2982926626","wikidata":"https://www.wikidata.org/wiki/Q1962383","display_name":"Sustainable energy","level":3,"score":0.3068999946117401},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.30250000953674316},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.29840001463890076},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2937000095844269},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C187633118","wikidata":"https://www.wikidata.org/wiki/Q1317949","display_name":"Economic dispatch","level":4,"score":0.2687999904155731},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.26080000400543213},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C2777347956","wikidata":"https://www.wikidata.org/wiki/Q1362005","display_name":"Operating cost","level":2,"score":0.2574999928474426},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.2558000087738037},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.2533000111579895}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11227829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11227829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1749653","is_oa":false,"landing_page_url":"https://hdl.handle.net/11573/1749653","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2008800859","https://openalex.org/W2041866840","https://openalex.org/W2339091298","https://openalex.org/W2581164769","https://openalex.org/W2657873105","https://openalex.org/W2895190513","https://openalex.org/W2897008303","https://openalex.org/W2897941761","https://openalex.org/W3003201001","https://openalex.org/W3196815110","https://openalex.org/W4281481946","https://openalex.org/W4310174987","https://openalex.org/W4310175014","https://openalex.org/W4386697656","https://openalex.org/W4387169659","https://openalex.org/W4396783927","https://openalex.org/W4404563832","https://openalex.org/W4406428489"],"related_works":[],"abstract_inverted_index":{"Renewable":[0,15],"Energy":[1,16,28],"Communities":[2],"(RECs)":[3],"have":[4],"emerged":[5],"as":[6,58],"a":[7],"promising":[8],"solution":[9],"to":[10,32,42,75,130,166],"the":[11,25,97,131,143,150,159,176],"intermittent":[12],"nature":[13,21],"of":[14,22,27,115,152,161,178],"Sources":[17],"(RES).":[18],"The":[19,109],"stochastic":[20],"RES":[23],"demands":[24],"presence":[26],"Storage":[29],"Systems":[30],"(ESS)":[31],"increase":[33],"self-consumption.":[34],"Such":[35],"systems,":[36,170],"however,":[37],"must":[38],"be":[39],"properly":[40],"managed":[41],"enhance":[43,167],"battery":[44,63,77,113,119],"life,":[45,120],"minimize":[46],"wear":[47],"costs,":[48],"and":[49,61,105,121,174],"ensure":[50],"safe":[51],"operating":[52],"conditions.":[53],"RECs":[54],"face":[55],"challenges":[56],"such":[57],"low":[59],"self-consumption":[60],"limited":[62],"lifespan.":[64],"This":[65],"paper":[66],"proposes":[67],"an":[68,139],"enhanced":[69],"Soft":[70],"Actor-Critic":[71],"(SAC)":[72],"algorithm":[73],"tailored":[74],"optimize":[76],"dispatch":[78,107],"in":[79,142],"RECs.":[80],"Unlike":[81],"standard":[82,132],"SAC,":[83],"which":[84],"primarily":[85],"relies":[86],"on":[87],"action":[88],"clipping,":[89],"our":[90,135],"approach":[91,137],"directly":[92],"penalizes":[93],"constraint":[94],"violations":[95],"within":[96],"agent\u2019s":[98],"objective,":[99],"guiding":[100],"it":[101],"toward":[102],"more":[103],"feasible":[104],"profitable":[106],"strategies.":[108],"method":[110],"maintains":[111],"optimal":[112],"State":[114],"Charge":[116],"(SoC),":[117],"extends":[118],"maximizes":[122],"economic":[123],"returns":[124],"from":[125],"solar":[126,153],"energy":[127,154,169,179],"usage.":[128],"Compared":[129],"SAC":[133],"model,":[134],"Lagrange-SAC":[136],"achieves":[138],"18.2%":[140],"improvement":[141],"mean":[144],"Self-Sufficiency":[145],"Ratio":[146],"(SSR),":[147],"significantly":[148],"increasing":[149],"efficiency":[151],"utilization.":[155],"These":[156],"findings":[157],"highlight":[158],"potential":[160],"advanced":[162],"reinforcement":[163],"learning":[164],"techniques":[165],"real-world":[168],"promote":[171],"sustainable":[172],"practices,":[173],"improve":[175],"resilience":[177],"infrastructures.":[180]},"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-11-14T00:00:00"}
