State of Charge Estimation of Lithium-Ion Battery for Electric Vehicles Using Machine Learning Algorithms

State of Charge Estimation of Lithium-Ion Battery for Electric Vehicles Using Machine Learning Algorithms

The durability and reliability of battery management systems in electric vehicles to forecast the state of charge (SoC) is a tedious task. As the process of battery degradation is usually non-linear, it is extremely cumbersome work to predict SoC estimation with substantially less degradation. This...

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Bibliographic Details
Main Authors: Venkatesan Chandran, Chandrashekhar K. Patil, Alagar Karthick, Dharmaraj Ganeshaperumal, Robbi Rahim, Aritra Ghosh
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:World Electric Vehicle Journal
Subjects:
lithium-ion battery
battery management
sustainable energy
machine learning algorithms
electric vehicles
state of charge
Online Access:https://www.mdpi.com/2032-6653/12/1/38

Internet

https://www.mdpi.com/2032-6653/12/1/38

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