{"id":"https://openalex.org/W7117120315","doi":"https://doi.org/10.1109/access.2025.3648154","title":"Random Forest-Based Vehicle-to-Grid Energy Management for Improved Microgrid Performance","display_name":"Random Forest-Based Vehicle-to-Grid Energy Management for Improved Microgrid Performance","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W7117120315","doi":"https://doi.org/10.1109/access.2025.3648154"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3648154","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3648154","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3648154","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069667072","display_name":"Seyit Alperen \u00c7eltek","orcid":"https://orcid.org/0000-0002-7097-2521"},"institutions":[{"id":"https://openalex.org/I46464968","display_name":"Karamano\u011flu Mehmetbey University","ror":"https://ror.org/037vvf096","country_code":"TR","type":"education","lineage":["https://openalex.org/I46464968"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Seyit Alperen Celtek","raw_affiliation_strings":["Department of Energy Systems Engineering, Karamano&#x01E7;lu Mehmetbey University, Karaman, T&#x00FC;rkiye"],"raw_orcid":"https://orcid.org/0000-0002-7097-2521","affiliations":[{"raw_affiliation_string":"Department of Energy Systems Engineering, Karamano&#x01E7;lu Mehmetbey University, Karaman, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I46464968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090876681","display_name":"Farhad Shahnia","orcid":"https://orcid.org/0000-0002-8434-0525"},"institutions":[{"id":"https://openalex.org/I176790772","display_name":"Murdoch University","ror":"https://ror.org/00r4sry34","country_code":"AU","type":"education","lineage":["https://openalex.org/I176790772"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Farhad Shahnia","raw_affiliation_strings":["School of Engineering and Energy, Murdoch University, Perth, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8434-0525","affiliations":[{"raw_affiliation_string":"School of Engineering and Energy, Murdoch University, Perth, Australia","institution_ids":["https://openalex.org/I176790772"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.51111351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"216663","last_page":"216683"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9682999849319458,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9682999849319458,"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/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.010400000028312206,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10663","display_name":"Advanced Battery Technologies Research","score":0.008100000210106373,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/microgrid","display_name":"Microgrid","score":0.8880000114440918},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6787999868392944},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.5820000171661377},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.47859999537467957},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.47620001435279846},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.47200000286102295},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.4120999872684479},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.3743000030517578},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.37380000948905945}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.8880000114440918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7810999751091003},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6787999868392944},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.5820000171661377},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.47859999537467957},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.47620001435279846},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.47200000286102295},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.41679999232292175},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.4120999872684479},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.3743000030517578},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.37380000948905945},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.3727000057697296},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.34299999475479126},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.3395000100135803},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.337799996137619},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.3287000060081482},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.30809998512268066},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2840999960899353},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.28349998593330383},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2718000113964081},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.27149999141693115},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.2711000144481659},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C2777908891","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Load profile","level":3,"score":0.2583000063896179},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.257099986076355},{"id":"https://openalex.org/C38864968","wikidata":"https://www.wikidata.org/wiki/Q1832610","display_name":"Grid energy storage","level":4,"score":0.25440001487731934}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3648154","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3648154","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:79b6552ac3be4111b5b7f8e1ac9a78a2","is_oa":true,"landing_page_url":"https://doaj.org/article/79b6552ac3be4111b5b7f8e1ac9a78a2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 216663-216683 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3648154","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3648154","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8732988238334656}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0,187,227],"paper":[1],"presents":[2],"a":[3,91,158,240],"novel":[4],"approach":[5,169],"to":[6,28,55,77,207,209,230],"optimizing":[7],"vehicle-to-grid":[8],"(V2G)":[9],"enhanced":[10],"energy":[11,30,34,66,135,155,212,225,234],"management":[12,119,235],"in":[13,193,247],"microgrid":[14,110],"systems":[15,236],"through":[16],"machine":[17,245],"learning-based":[18],"forecasting.":[19],"The":[20,43,68,101,121,145],"proposed":[21,44,126,151,168,205],"system":[22,190,206],"utilizes":[23],"the":[24,82,104,125,150,154,167,189,204,231],"Random":[25],"Forest":[26],"algorithms":[27],"predict":[29],"consumption":[31,216],"and":[32,52,64,84,97,112,137,183,202,215,238],"renewable":[33,65,211,224],"generation":[35,213],"patterns,":[36],"enabling":[37],"intelligent":[38,233],"decision-making":[39],"for":[40,60,220,243],"V2G":[41,70,118,248],"operations.":[42,165],"methodology":[45],"incorporates":[46],"temporal":[47],"features":[48],"including":[49],"hourly,":[50],"daily,":[51],"monthly":[53],"patterns":[54,214],"create":[56],"accurate":[57],"24-hour":[58],"forecasts":[59,76],"both":[61],"load":[62],"demand":[63],"generation.":[67],"developed":[69],"optimization":[71],"strategy":[72],"then":[73],"uses":[74,128],"these":[75],"make":[78],"informed":[79],"decisions":[80],"about":[81],"charge":[83],"discharge":[85],"timing":[86],"of":[87,103,185],"electric":[88],"vehicles,":[89],"maintaining":[90],"balance":[92],"between":[93],"immediate":[94],"grid":[95],"requirements":[96],"anticipated":[98],"future":[99],"needs.":[100],"performance":[102],"proposal":[105],"is":[106],"evaluated":[107],"using":[108],"real-world":[109,194],"data":[111,174,200],"demonstrates":[113],"significant":[114],"improvements":[115],"against":[116],"traditional":[117],"approaches.":[120],"studies":[122,147],"demonstrate":[123],"that":[124,149],"model":[127],"battery":[129,139],"cycles":[130],"more":[131,191],"efficiently,":[132],"prevents":[133],"unnecessary":[134],"transfers,":[136],"reduces":[138],"degradation":[140],"by":[141,161],"minimizing":[142],"excessive":[143],"charging.":[144],"numerical":[146],"show":[148],"technique":[152],"maintains":[153],"deficit":[156],"at":[157],"lower":[159],"rate":[160],"6.4%":[162],"fewer":[163],"charge-discharge":[164],"Furthermore,":[166],"relies":[170],"on":[171],"easily":[172],"accessible":[173],"rather":[175],"than":[176],"difficult-to-obtain":[177],"weather":[178],"variables,":[179],"enhancing":[180],"its":[181],"practicality":[182],"ease":[184],"implementation.":[186],"makes":[188],"applicable":[192],"scenarios":[195],"without":[196],"requiring":[197],"complex":[198],"meteorological":[199],"collection":[201],"enables":[203],"adapt":[208],"varying":[210],"behaviors,":[217],"particularly":[218],"suitable":[219],"microgrids":[221],"with":[222],"high":[223],"penetration.":[226],"research":[228],"contributes":[229],"growing":[232],"field":[237],"provides":[239],"practical":[241],"framework":[242],"implementing":[244],"learning":[246],"applications.":[249]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-12-24T00:00:00"}
