Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Machine Learning-Driven Energy Management for Electric Vehicles in Renewable Microgrids Description An account of the resource The surge in demand for sustainable transportation has accelerated the adoption of electric vehicles (EVs). Despite their benefits, EVs face challenges such as limited driving range and frequent recharging needs. Addressing these issues, innovative energy optimization techniques have emerged, prominently featuring machine learning-driven solutions. This paper reviews work in the areas of Smart EV energy optimization systems that leverage machine learning to analyse historical driving data. By understanding driving patterns, road conditions, weather, and traffic, these systems can predict and optimize EV energy consumption, thereby minimizing waste and extending driving range. Concurrently, renewable microgrids present a promising avenue for bolstering power system security, reliability, and operation. Incorporating diverse renewable sources, these microgrids play a pivotal role in curbing greenhouse gas emissions and enhancing efficiency. The review also delves into machine learning-based energy management in renewable microgrids with a focus on reconfigurable structures. Advanced techniques, such as support vector machines, are employed to model and estimate the charging demand of hybrid electric vehicles (HEVs). Through strategic charging scenarios and innovative optimization methods, these approaches demonstrate significant improvements in microgrid operation costs and charging demand prediction accuracy. The Authors, published by EDP Sciences, 2024. Creator An entity primarily responsible for making the resource Sharon Sophia J.; Winster Praveenraj D.D.; Al-Attabi K.; Bijlwan S.; Nagar M.; Ikhar S. Source A related resource from which the described resource is derived E3S Web of Conferences, Vol-540 Publisher An entity responsible for making the resource available EDP Sciences Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1051/e3sconf/202454002023" target="_blank" rel="noreferrer noopener">https://doi.org/10.1051/e3sconf/202454002023</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85198118499&amp;doi=10.1051%2Fe3sconf%2F202454002023&amp;partnerID=40&amp;md5=c2fb913d5c44ea2d670748cea6b725fc" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85198118499&amp;doi=10.1051%2fe3sconf%2f202454002023&amp;partnerID=40&amp;md5=c2fb913d5c44ea2d670748cea6b725fc</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 25550403 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Sharon Sophia J., School of Business and Management, CHRIST (Deemed to Be University) Bangalore Yeshwantpur Campus, India; Winster Praveenraj D.D., School of Business and Management, CHRIST (Deemed to Be University) Bangalore Yeshwantpur Campus, India; Al-Attabi K., The Islamic University, Najaf, Iraq; Bijlwan S., Department of Computing Sciences, Uttaranchal School of Computing Sciences, Uttaranchal University, Dehradun, 248007, India; Nagar M., Department of Computer Science &amp; Engineering, IES College of Technology, IES University, Madhya Pradesh, Bhopal, 462044, India; Ikhar S., Yashika Journal Publications Pvt Ltd, Wardha, India