A Comparative Study of Electric Vehicles Battery State of Charge Estimation Based on Machine Learning and Real Driving Data

A Comparative Study of Electric Vehicles Battery State of Charge Estimation Based on Machine Learning and Real Driving Data

Electric vehicles (EVs) are rising in the automotive industry, replacing combustion engines and increasing their global market presence. These vehicles offer zero emissions during operation and more straightforward maintenance. However, for such systems that rely heavily on battery capacity, precise...

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Bibliographic Details
Main Authors: Salma Ariche, Zakaria Boulghasoul, Abdelhafid El Ouardi, Abdelhadi Elbacha, Abdelouahed Tajer, Stéphane Espié
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Journal of Low Power Electronics and Applications
Subjects:
battery electric vehicles
state of charge
online estimation
real driving data
machine learning
neural networks
Online Access:https://www.mdpi.com/2079-9268/14/4/59
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