Data-Driven Approaches for Estimation of EV Battery SoC and SoH: A Review

Data-Driven Approaches for Estimation of EV Battery SoC and SoH: A Review

Electric vehicle (EV) technologies have marked a staunch foundation in the transportation industry. The precise assessment of State of Charge (SoC) as well as State of Health (SoH) is essential for problems like range anxiety and unanticipated breakdown in EVs. In that regard, we have examined vario...

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Bibliographic Details
Main Authors: Shahid Gulzar Padder, Jayesh Ambulkar, Atul Banotra, Sudhakar Modem, Sidharth Maheshwari, Kolleboyina Jayaramulu, Chinmoy Kundu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
SoC
SoH
machine learning
batteries
EVs
electrochemical impedance spectroscopy
Online Access:https://ieeexplore.ieee.org/document/10876145/
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https://ieeexplore.ieee.org/document/10876145/

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