Multi-model deep learning-based state of charge estimation for shipboard lithium batteries with feature extraction and Spatio-temporal dependency

The state of charge (SOC) is a key indicator for measuring the remaining battery capacity. However, the different charging and discharging behaviors, as well as the topology connections, may lead to undesirable estimation errors, affecting the battery output performance. This paper proposes a novel...

Full description

Bibliographic Details

Published in:	Journal of power sources Vol. 629; p. 235983
Main Authors:	Qiu, Yanxi, Wen, Shuli, Zhao, Qiang, Zhang, Bing, Wu, Guodong, Zhu, Miao
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 15.02.2025
Subjects:	Electric ship Shipboard lithium battery State of charge estimation STGCN-Transformer State of charge estimation Shipboard lithium battery STGCN-Transformer Electric ship
ISSN:	0378-7753
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!