Research progress in fault detection of battery systems: A review

Y Shang, S Wang, N Tang, Y Fu, K Wang - Journal of Energy Storage, 2024 - Elsevier
Numerous explorations have been made with the goal of achieving “carbon neutrality.”
Among them, lithium-ion batteries are an effective and efficient way to achieve this goal …

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 …

Comprehensive recycling of lithium-ion batteries: Fundamentals, pretreatment, and perspectives

W Yu, Y Guo, S Xu, Y Yang, Y Zhao, J Zhang - Energy Storage Materials, 2023 - Elsevier
With increasing the market share of electric vehicles (EVs), the rechargeable lithium-ion
batteries (LIBs) as the critical energy power sources have experienced rapid growth in the …

Research progress, challenges and prospects of fault diagnosis on battery system of electric vehicles

R Xiong, W Sun, Q Yu, F Sun - Applied Energy, 2020 - Elsevier
Due to the limited capacity and voltage of single battery cell, the battery system for electric
vehicles often consists of hundreds or thousands of single cells in series and parallel …

Challenges and outlook for lithium-ion battery fault diagnosis methods from the laboratory to real world applications

Q Yu, C Wang, J Li, R Xiong, M Pecht - ETransportation, 2023 - Elsevier
Lithium-ion batteries are the ideal energy storage device for numerous portable and energy
storage applications. Efficient fault diagnosis methods become urgent to address safety …

A review of early warning methods of thermal runaway of lithium ion batteries

D Kong, H Lv, P Ping, G Wang - Journal of Energy Storage, 2023 - Elsevier
Lithium-ion batteries (LIBs) are booming in the field of energy storage due to their
advantages of high specific energy, long service life and so on. However, thermal runaway …

A review of lithium ion battery failure mechanisms and fire prevention strategies

Q Wang, B Mao, SI Stoliarov, J Sun - Progress in Energy and Combustion …, 2019 - Elsevier
Lithium ion batteries (LIBs) are booming due to their high energy density, low maintenance,
low self-discharge, quick charging and longevity advantages. However, the thermal stability …

Mechanism, modeling, detection, and prevention of the internal short circuit in lithium-ion batteries: Recent advances and perspectives

X Lai, C Jin, W Yi, X Han, X Feng, Y Zheng… - Energy Storage …, 2021 - Elsevier
Safety concerns are the main obstacle to large-scale application of lithium-ion batteries
(LIBs), and thus, improving the safety of LIBs is receiving global attention. Within battery …

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 …

An intelligent fault diagnosis method for lithium battery systems based on grid search support vector machine

L Yao, Z Fang, Y Xiao, J Hou, Z Fu - Energy, 2021 - Elsevier
For the safe operation of the electric vehicle, it is critical to quickly detect the safety state and
accurately identify the fault degree in battery packs. This article proposes a novel intelligent …