Intelligent algorithms and control strategies for battery management system in electric vehicles: Progress, challenges and future outlook

MSH Lipu, MA Hannan, TF Karim, A Hussain… - Journal of Cleaner …, 2021 - Elsevier
Globally, the research on battery technology in electric vehicle applications is advancing
tremendously to address the carbon emissions and global warming issues. The …

Advanced fault diagnosis for lithium-ion battery systems: A review of fault mechanisms, fault features, and diagnosis procedures

X Hu, K Zhang, K Liu, X Lin, S Dey… - IEEE Industrial …, 2020 - ieeexplore.ieee.org
Lithium (Li)-ion batteries have become the mainstream energy storage solution for many
applications, such as electric vehicles (EVs) and smart grids. However, various faults in a Li …

A review of second-life lithium-ion batteries for stationary energy storage applications

X Hu, X Deng, F Wang, Z Deng, X Lin… - Proceedings of the …, 2022 - ieeexplore.ieee.org
The large-scale retirement of electric vehicle traction batteries poses a huge challenge to
environmental protection and resource recovery since the batteries are usually replaced …

A review of lithium-ion battery fault diagnostic algorithms: Current progress and future challenges

MK Tran, M Fowler - Algorithms, 2020 - mdpi.com
The usage of Lithium-ion (Li-ion) batteries has increased significantly in recent years due to
their long lifespan, high energy density, high power density, and environmental benefits …

A review on thermal runaway warning technology for lithium-ion batteries

D Hu, S Huang, Z Wen, X Gu, J Lu - Renewable and Sustainable Energy …, 2024 - Elsevier
Lithium-ion batteries occupy a place in the field of transportation and energy storage due to
their high-capacity density and environmental friendliness. However, thermal runaway …

Fault diagnosis method for lithium-ion batteries in electric vehicles based on isolated forest algorithm

J Jiang, T Li, C Chang, C Yang, L Liao - Journal of Energy Storage, 2022 - Elsevier
Electric vehicle safety accidents caused by Lithium-ion (Li-ion) batteries failures are
numerous in recent years. The voltage data of a faulty battery will have abnormal changes …

[HTML][HTML] Critical review of intelligent battery systems: Challenges, implementation, and potential for electric vehicles

L Komsiyska, T Buchberger, S Diehl, M Ehrensberger… - Energies, 2021 - mdpi.com
This review provides an overview of new strategies to address the current challenges of
automotive battery systems: Intelligent Battery Systems. They have the potential to make …

[HTML][HTML] A review on the fault and defect diagnosis of lithium-ion battery for electric vehicles

B Zou, L Zhang, X Xue, R Tan, P Jiang, B Ma, Z Song… - Energies, 2023 - mdpi.com
The battery system, as the core energy storage device of new energy vehicles, faces
increasing safety issues and threats. An accurate and robust fault diagnosis technique is …

A fault diagnosis method for electric vehicle power lithium battery based on wavelet packet decomposition

J Jiang, R Zhang, Y Wu, C Chang, Y Jiang - Journal of Energy Storage, 2022 - Elsevier
This paper proposes a fault diagnosis method for electric vehicle power lithium battery
based on wavelet packet decomposition. Firstly, the original voltage signal is decomposed …

Voltage fault diagnosis of a power battery based on wavelet time-frequency diagram

C Chang, Q Wang, J Jiang, Y Jiang, T Wu - Energy, 2023 - Elsevier
A fault diagnosis method for electric vehicle power batteries based on a time-frequency
diagram is proposed. First, the original voltage signal is decomposed by improved …