Estimating State-of-Charge in Lithium-Ion Batteries Through Deep Learning Techniques: A Comparative Evaluation

Accurate estimation of the state of charge (SoC) is crucial for optimizing battery performance, battery health estimation, and ensuring reliable operation. In recent years, deep learning techniques have shown promising results in capturing complex non-linear relationships between input features and...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Pratik Mondal, Divyakumar Bhavsar, Kanupriya Mittal, Mayank Mittal
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Deep learning electric vehicles lithium-ion battery neural networks state of charge
Online Access:	https://ieeexplore.ieee.org/document/10546296/