{"id":"https://openalex.org/W4407361370","doi":"https://doi.org/10.1109/isgteurope62998.2024.10863772","title":"Reinforcement Learning for Optimal Renewable Energy Sources Scheduling","display_name":"Reinforcement Learning for Optimal Renewable Energy Sources Scheduling","publication_year":2024,"publication_date":"2024-10-14","ids":{"openalex":"https://openalex.org/W4407361370","doi":"https://doi.org/10.1109/isgteurope62998.2024.10863772"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope62998.2024.10863772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope62998.2024.10863772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)","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/A5074680148","display_name":"Hamid Mohammad Nejad","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hamid Mohammad Nejad","raw_affiliation_strings":["Kaby Alloys Co,Iran"],"affiliations":[{"raw_affiliation_string":"Kaby Alloys Co,Iran","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065837184","display_name":"Sajjad Asefi","orcid":"https://orcid.org/0000-0001-8308-9677"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Sajjad Asefi","raw_affiliation_strings":["Tallinn University of Technology,Department of Electrical Power Engineering and Mechatronics,Tallinn,Estonia"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology,Department of Electrical Power Engineering and Mechatronics,Tallinn,Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049364962","display_name":"Jako Kilter","orcid":"https://orcid.org/0000-0003-4985-857X"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Jako Kilter","raw_affiliation_strings":["Tallinn University of Technology,Department of Electrical Power Engineering and Mechatronics,Tallinn,Estonia"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology,Department of Electrical Power Engineering and Mechatronics,Tallinn,Estonia","institution_ids":["https://openalex.org/I111112146"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074680148"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24923701,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9775000214576721,"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":0.9775000214576721,"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":0.8605173230171204},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6704765558242798},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.578690230846405},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.5299614071846008},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4898540675640106},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2648341655731201},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.24484020471572876},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15502837300300598},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08153095841407776}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8605173230171204},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6704765558242798},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.578690230846405},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.5299614071846008},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4898540675640106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2648341655731201},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.24484020471572876},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15502837300300598},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08153095841407776},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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/isgteurope62998.2024.10863772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope62998.2024.10863772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8700000047683716}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323573","display_name":"Ministry of Education and Science","ror":"https://ror.org/053pcb396"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1194932874","https://openalex.org/W2098172344","https://openalex.org/W2171715296","https://openalex.org/W2306208926","https://openalex.org/W2914818200","https://openalex.org/W2983417274","https://openalex.org/W2991249528","https://openalex.org/W3011323374","https://openalex.org/W3039892167","https://openalex.org/W3187284108","https://openalex.org/W4237400786","https://openalex.org/W4313145927","https://openalex.org/W4320015775","https://openalex.org/W4391152184","https://openalex.org/W6767716456"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W2920061524","https://openalex.org/W1977959518","https://openalex.org/W2038908348","https://openalex.org/W2107890255","https://openalex.org/W2106552856"],"abstract_inverted_index":{"The":[0,45,77],"increasing":[1],"penetration":[2],"of":[3,40],"renewable":[4],"energy":[5],"sources":[6],"(RES),":[7],"such":[8,18,55],"as":[9,19,56],"wind":[10],"and":[11,59],"PV,":[12],"in":[13,42,110,115],"distribution":[14,43,88],"systems,":[15],"introduces":[16],"challenges,":[17],"optimal":[20,38],"scheduling,":[21],"due":[22],"to":[23,35,49,107],"their":[24],"intermittent":[25],"nature.":[26],"This":[27],"paper":[28],"presents":[29],"a":[30],"reinforcement":[31],"learning":[32],"(RL)":[33],"algorithm":[34],"address":[36],"the":[37,51,63,75,84,94,116],"scheduling":[39],"RES":[41],"systems.":[44],"primary":[46],"objective":[47],"is":[48,80],"improve":[50],"system\u2019s":[52],"technical":[53],"parameters":[54],"voltage":[57],"profile":[58],"power":[60],"loss.":[61],"Additionally,":[62],"environmental":[64],"performance":[65],"index":[66],"(CO<inf":[67],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[68],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</inf>":[69],"emission)":[70],"has":[71],"been":[72],"assessed":[73],"for":[74],"case.":[76],"presented":[78],"approach":[79,97],"carried":[81],"out":[82],"with":[83],"IEEE":[85],"33-bus":[86],"radial":[87],"network.":[89],"Simulation":[90],"results":[91],"demonstrated":[92],"that":[93],"proposed":[95],"RL-based":[96],"effectively":[98],"balanced":[99],"these":[100],"objectives.":[101],"Importantly,":[102],"it":[103],"also":[104],"exhibited":[105],"adaptability":[106],"sudden":[108],"changes":[109],"system":[111,117],"conditions,":[112],"resulting":[113],"decrease":[114],"losses.":[118]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
