Towards a smarter battery management system: A critical review on deep learning-based state of charge estimation of lithium-ion batteries

An accurate state of charge (SOC) estimation of lithium-ion batteries underpins a safe and optimized operation of the system. In recent years, deep learning-based SOC estimation has made significant progress. In order to provide researchers in this rapidly advancing field a comprehensive overview of...

Full description

Saved in:
Bibliographic Details
Main Authors: Jiaqi Yao, Julia Kowal
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Energy and AI
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S266654682500117X
Tags: Add Tag
No Tags, Be the first to tag this record!