A Hybrid Signal-Based Fault Diagnosis Method for Lithium-Ion Batteries in Electric Vehicles

A Hybrid Signal-Based Fault Diagnosis Method for Lithium-Ion Batteries in Electric Vehicles

A large proportion of electric vehicle accidents are attributed to lithium-ion battery failure recently, which demands the time-efficient diagnosis and safety warning in advance of severe fault occurrence to ensure reliable operation of electric vehicles. However, serious battery system faults are o...

Full description

Bibliographic Details
Main Authors: Jiuchun Jiang, Xinwei Cong, Shuowei Li, Caiping Zhang, Weige Zhang, Yan Jiang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Anomaly detection
clustering
dimensionless indicator
lithium-ion battery
manifold learning
variational mode decomposition
Online Access:https://ieeexplore.ieee.org/document/9335511/

Internet

https://ieeexplore.ieee.org/document/9335511/

Similar Items