Early diagnosis of battery faults through an unsupervised health scoring method for real-world applications
Journal article, 2024
health scoring
thermal runaway
Maintenance engineering
Fault diagnosis
Cloud computing
unsupervised learning
Feature extraction
Circuit faults
early diagnosis
Batteries
Lithium-ion battery
Clouds
Author
Wenchao Guo
Shanghai Jiao Tong University
Lin Yang
Shanghai Jiao Tong University
Zhongwei Deng
Shanghai Jiao Tong University
Bing Xiao
Carbon Technology Group Co. Ltd.
Xiaolei Bian
Chalmers, Electrical Engineering, Systems and control
IEEE Transactions on Transportation Electrification
2332-7782 (eISSN)
Vol. 10 2 2521-2532Subject Categories
Energy Engineering
Computational Mathematics
DOI
10.1109/TTE.2023.3300302