On-Road Experimental Campaign for Machine Learning Based State of Health Estimation of High-Voltage Batteries in Electric Vehicles

On-Road Experimental Campaign for Machine Learning Based State of Health Estimation of High-Voltage Batteries in Electric Vehicles

The present study investigates the use of machine learning algorithms to estimate the state of health (SOH) of high-voltage batteries in electric vehicles. The analysis is based on open-circuit voltage (OCV) measurements from 12 vehicles with different mileage conditions and focuses on establishing...

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Bibliographic Details
Main Authors: Edoardo Lelli, Alessia Musa, Emilio Batista, Daniela Anna Misul, Giovanni Belingardi
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Energies
Subjects:
high-voltage batteries
state-of-health (SOH)
machine learning (ML) algorithms
Online Access:https://www.mdpi.com/1996-1073/16/12/4639

Internet

https://www.mdpi.com/1996-1073/16/12/4639

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