State-of-Health Estimation for Lithium-Ion Batteries Based on Lightweight DimConv-GFNet

The accurate estimation of the state of health (SOH) is crucial for effective battery management systems. This paper proposes a deep learning model dimension-wise convolutions-globalfilter networks (DimConv-GFNet) for lithium-ion battery SOH estimation. Particularly, the DimConv-GFNet comprises the...

Full description

Saved in:
Bibliographic Details
Main Authors: Kehao Huang, Jianqiang Kang, Jing V. Wang, Qian Wang, Oukai Wu
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Batteries
Subjects:
Online Access:https://www.mdpi.com/2313-0105/11/5/174
Tags: Add Tag
No Tags, Be the first to tag this record!