A Method for the Combined Estimation of Battery State of Charge and State of Health Based on Artificial Neural Networks

This paper proposes a method for the combined estimation of the state of charge (SOC) and state of health (SOH) of batteries in hybrid and full electric vehicles. The technique is based on a set of five artificial neural networks that are used to tackle a regression and a classification task. In the...

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Bibliographic Details
Main Author: Angelo Bonfitto
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/10/2548