Machine learning approach for electric vehicle availability forecast to provide vehicle-to-home services

In this study, we propose a machine learning (ML) model to predict the availability of an electric vehicle (EV) providing vehicle to home (V2H) services. Electric vehicles are able to store and give back energy directly to consumers and/or the grid using V2H and/or vehicle to grid (V2G) technologies...

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Bibliographic Details
Main Authors: Donovan Aguilar-Dominguez, Jude Ejeh, Alan D.F. Dunbar, Solomon F. Brown
Format: Article
Language:English
Published: Elsevier 2021-05-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484721001517