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

D Kong, H Lv, P **, 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 …

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

X Lai, C **, 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 …

Battery fault diagnosis for electric vehicles based on voltage abnormality by combining the long short-term memory neural network and the equivalent circuit model

D Li, Z Zhang, P Liu, Z Wang… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Battery fault diagnosis is essential for ensuring safe and reliable operation of electric
vehicles. In this article, a novel battery fault diagnosis method is presented by combining the …

Battery thermal runaway fault prognosis in electric vehicles based on abnormal heat generation and deep learning algorithms

D Li, P Liu, Z Zhang, L Zhang, J Deng… - … on Power Electronics, 2022 - ieeexplore.ieee.org
Efficient battery thermal runaway prognosis is of great importance for ensuring safe
operation of electric vehicles (EVs). This presents formidable challenges under widely …

Mechanical strain signal based early warning for failure of different prismatic lithium-ion batteries

S Chen, X Wei, G Zhang, X Wang, X Feng, H Dai… - Journal of Power …, 2023 - Elsevier
Thermal runaway propagation (TRP) is the most challenging safety issue of lithium-ion
battery systems. An early warning signal is promising for providing time to mitigate or …

Detection of Li-ion battery failure and venting with Carbon Dioxide sensors

T Cai, P Valecha, V Tran, B Engle, A Stefanopoulou… - ETransportation, 2021 - Elsevier
Li-ion battery thermal runaway is a critical safety issue for Electric Vehicles. The proposed
global technical regulation No. 20 by the United Nations on Electric Vehicle Safety requires …

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] A review of ultrasonic monitoring: Assessing current approaches to Li-ion battery monitoring and their relevance to thermal runaway

D Williams, R Copley, P Bugryniec… - Journal of Power …, 2024 - Elsevier
Li-ion batteries (LIBs) are increasingly used in applications from personal electronics to
electric vehicles (EVs) and grid scale storage. Research into LIB monitoring, such as state-of …

A critical review of thermal runaway prediction and early-warning methods for lithium-ion batteries

X Zhang, S Chen, J Zhu, Y Gao - Energy Material Advances, 2023 - spj.science.org
Lithium-ion batteries are widely used in electric vehicles because of their high energy
density and long cycle life. However, the spontaneous combustion accident of electric …

The evolution of thermal runaway parameters of lithium-ion batteries under different abuse conditions: A review

B Nie, Y Dong, L Chang - Journal of Energy Storage, 2024 - Elsevier
Thermal runaway of lithium-ion batteries (LIBs) remains a major concern in their large-scale
applications. It has been a hot topic to understand the thermal runaway (TR) behavior of …