Battery prognostics and health management from a machine learning perspective

J Zhao, X Feng, Q Pang, J Wang, Y Lian… - Journal of Power …, 2023 - Elsevier
Transportation electrification is gaining prominence as a significant pathway for reducing
emissions and enhancing environmental sustainability. Central to this shift are lithium-ion …

Insights into extreme thermal runaway scenarios of lithium-ion batteries fire and explosion: A critical review

T Shan, P Zhang, Z Wang, X Zhu - Journal of Energy Storage, 2024 - Elsevier
The safety issues of lithium-ion batteries (LIBs) caused by thermal runaway (TR) have been
a worldwide hot topic in the current research as their large-scale application in the fields of …

Overcharge-to-thermal-runaway behavior and safety assessment of commercial lithium-ion cells with different cathode materials: A comparison study

Z Wang, J Yuan, X Zhu, H Wang, L Huang… - Journal of Energy …, 2021 - Elsevier
In this paper, overcharge behaviors and thermal runaway (TR) features of large format
lithium-ion (Li-ion) cells with different cathode materials (LiFePO 4 (LFP), Li [Ni 1/3 Co 1/3 …

Thermal runaway in commercial lithium-ion cells under overheating condition and the safety assessment method: Effects of SoCs, cathode materials and packaging …

X Zhu, Z Sun, Z Wang, H Wang, N Lin, C Shan - Journal of Energy Storage, 2023 - Elsevier
Overheating, a common field failure of lithium-ion (Li-ion) batteries, can lead to thermal
runaway and catastrophic results. Here, overheating behaviors and thermal runaway …

Rate-dependent damage and failure behavior of lithium-ion battery electrodes

H Li, J Gu, D Zhou, Z Cui, P Li, C Zhang - Engineering Fracture Mechanics, 2024 - Elsevier
The mechanical properties and failure behavior of composite electrodes are critical to
understanding the internal short circuits and ensuring the crush safety of lithium-ion batteries …

[HTML][HTML] Investigation of multi-step fast charging protocol and aging mechanism for commercial NMC/graphite lithium-ion batteries

Y Li, J Guo, K Pedersen, L Gurevich, DI Stroe - Journal of Energy Chemistry, 2023 - Elsevier
Fast charging is considered a promising protocol for raising the charging efficiency of
electric vehicles. However, high currents applied to Lithium-ion (Li-ion) batteries inevitably …

Assessment of the complete chain evolution process of LIBs from micro internal short circuit failure to thermal runaway under mechanical abuse conditions

Y Li, N Zhang, L Jiang, Z Wei, Y Zhang, Y Yu… - Process Safety and …, 2024 - Elsevier
Lithium-ion batteries (LIBs) are widely used in various devices, ranging from mobile phones
and laptop computers to electric vehicles and energy storage systems. However, internal …

Toward the performance evolution of lithium-ion battery upon impact loading

D Zhou, H Li, Z Li, C Zhang - Electrochimica Acta, 2022 - Elsevier
Dynamic mechanical loading is a common scenario for electric vehicles or unmanned aerial
vehicles while in service. As the primary energy source for many electronic devices, lithium …

Explosion behavior investigation and safety assessment of large-format lithium-ion pouch cells

T Shan, Z Wang, X Zhu, H Wang, Y Zhou… - Journal of Energy …, 2022 - Elsevier
Large-format lithium-ion (Li-ion) batteries with high energy density for electric vehicles are
prone to thermal runaway (or even explosion) under abusive conditions. In this study …

Mechanical issues of lithium-ion batteries in road traffic conditions: a review

Y Liu, Y Pan, H Wang, H Li, H Bao, Z Zhao, B Liu - Thin-Walled Structures, 2024 - Elsevier
The escalating challenges of the energy crisis and environmental pollution have propelled
the development of the lithium-ion battery (LIB) industry as a response to the demand for low …