{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T18:54:34Z","timestamp":1767207274888,"version":"3.48.0"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3648154","type":"journal-article","created":{"date-parts":[[2025,12,24]],"date-time":"2025-12-24T18:46:53Z","timestamp":1766602013000},"page":"216663-216683","source":"Crossref","is-referenced-by-count":0,"title":["Random Forest-Based Vehicle-to-Grid Energy Management for Improved Microgrid Performance"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7097-2521","authenticated-orcid":false,"given":"Seyit","family":"Alperen Celtek","sequence":"first","affiliation":[{"name":"Department of Energy Systems Engineering, Karamanoǧlu Mehmetbey University, Karaman, Türkiye"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8434-0525","authenticated-orcid":false,"given":"Farhad","family":"Shahnia","sequence":"additional","affiliation":[{"name":"School of Engineering and Energy, Murdoch University, Perth, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/en17225646"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TTE.2023.3289965"},{"key":"ref3","article-title":"A state of the art review of electric vehicle to grid (V2G) technology","volume-title":"IOP Conf. Ser., Mater. Sci. Eng.","volume":"561","author":"Shariff"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/wevj9030035"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.epsr.2019.106058"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/app13095627"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.est.2024.112769"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/er.4330"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/su142113856"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRD.2022.3203654"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2019.2958967"},{"issue":"2","key":"ref12","doi-asserted-by":"crossref","first-page":"249","DOI":"10.4271\/14-13-02-0013","article-title":"Modeling approach for hybrid integration of renewable energy sources with vehicle-to-grid technology","volume":"13","author":"Al-Shetwi","year":"2024","journal-title":"SAE Int. J. Electrified Vehicles"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2014.2318836"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-04864-8_3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2024.124623"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.seta.2021.101439"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ref.2020.10.001"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.est.2022.105468"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.seta.2022.102916"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/app14125211"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/en10081083"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpowsour.2024.235945"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2024.109921"},{"issue":"8","key":"ref24","doi-asserted-by":"crossref","first-page":"5822","DOI":"10.1109\/TII.2025.3547034","article-title":"A robust multiobjective optimization strategy for power management in a PV-integrated G2V\/V2G system","volume":"21","author":"Ahmadigorji","year":"2025","journal-title":"IEEE Trans. Ind. Informat."},{"key":"ref25","first-page":"1","article-title":"Optimal management in island microgrids with V2G devices using differential evolution algorithm","volume-title":"Proc. 16th Power Electron., Drive Syst., Technol. Conf. (PEDSTC)","author":"Rahimi"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.est.2024.115191"},{"key":"ref27","first-page":"1","article-title":"Model predictive control for hybrid microgrid energy management system implementing V2G","volume-title":"Proc. IEEE Power Energy Soc. Gen. Meeting (PESGM)","author":"Ponce"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/modelling6010020"},{"key":"ref29","first-page":"882","article-title":"Optimizing vehicle-to-grid integration with novel energy management strategies and battery cost considerations for enhanced microgrid operations","volume-title":"Proc. Int. Conf. Commun., Comput. Sci. Eng. (IC3SE)","author":"Prasad"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2024.115013"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/en14196199"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpowsour.2024.234639"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/su141610351"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/wevj15080364"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3161845"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2024.124018"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-56507-2"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.epsr.2023.109439"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12030655"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.est.2025.118155"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/su17094158"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-025-11576-w"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-03146-6_86"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/we.2261"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2019.115940"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2018.04.008"},{"key":"ref47","first-page":"1","article-title":"Integrating random forest prediction for energy optimization in solar-powered environmental monitoring","volume-title":"Proc. IEEE 27th Int. Symp. Real-Time Distrib. Comput. (ISORC)","author":"Bali"},{"volume-title":"EU REMOTE Research Project","year":"2025","key":"ref48"},{"volume-title":"Microgrid Load and Generation","year":"2025","key":"ref49"},{"volume-title":"TOGG T10X Electric Vehicle","year":"2025","key":"ref50"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.rineng.2024.103789"},{"key":"ref52","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/B978-0-443-28947-7.00007-0","article-title":"A machine intelligence model based on random forest for data related renewable energy from wind farms in Brazil","volume-title":"Computer Vision and Machine Intelligence for Renewable Energy Systems","author":"Fran\u00e7a","year":"2025"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.3390\/app132312877"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.3390\/en12163073"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s00362-012-0443-4"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.geits.2024.100170"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-96-0824-9_39"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11314516.pdf?arnumber=11314516","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T18:45:26Z","timestamp":1767206726000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11314516\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":57,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3648154","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2025]]}}}