A review of deep learning approach to predicting the state of health and state of charge of lithium-ion batteries

K Luo, X Chen, H Zheng, Z Shi - Journal of Energy Chemistry, 2022 - Elsevier
In the field of energy storage, it is very important to predict the state of charge and the state of
health of lithium-ion batteries. In this paper, we review the current widely used equivalent …

Intelligent monitoring for safety‐enhanced lithium‐ion/sodium‐ion batteries

X Guo, S Guo, C Wu, J Li, C Liu… - Advanced Energy …, 2023 - Wiley Online Library
Lithium‐ion/sodium‐ion batteries are the most advanced energy storage devices, but the
structural evolution of electrode materials, electrolyte decomposition, the growth of Li/Na …

Heat generation and thermal runaway mechanisms induced by overcharging of aged lithium-ion battery

J Liu, Z Wang, J Bai, T Gao, N Mao - Applied Thermal Engineering, 2022 - Elsevier
Overcharging occurs owing to the malfunction of charge control and inappropriate battery
management system. Overcharging mechanisms, aging mechanisms, and the influence of …

Influence of lithium plating on lithium-ion battery aging at high temperature

J Liu, Y Zhang, J Bai, L Zhou, Z Wang - Electrochimica Acta, 2023 - Elsevier
Lithium plating is an important issue for lithium-ion battery safety and cycle life that can be
caused by cycle at low temperature. In this study, we investigated battery aging over an …

Inherent thermal-responsive strategies for safe lithium batteries

JX Guo, C Gao, H Liu, F Jiang, Z Liu, T Wang… - Journal of Energy …, 2024 - Elsevier
Safe batteries are the basis for next-generation application scenarios such as portable
energy storage devices and electric vehicles, which are crucial to achieving carbon …

A multi-level early warning strategy for the LiFePO4 battery thermal runaway induced by overcharge

Y Zhang, S Li, B Mao, J Shi, X Zhang, L Zhou - Applied Energy, 2023 - Elsevier
The thermal runaway (TR) of lithium-ion batteries (LIBs) is difficult to control when it reaches
the late stage, which results in disastrous accidents, while the current means of early …

In situ detection of lithium-ion batteries by ultrasonic technologies

Y Shen, B Zou, Z Zhang, M Xu, S Wang, Q Li, H Li… - Energy Storage …, 2023 - Elsevier
Overcharging is one of the most frequent and dangerous hazards in lithium-ion batteries,
which not only increases the risk of battery failure but also causes thermal runaway and …

Thermal runaway propagation behavior of the Cell-to-Pack battery system

H Wang, Q Wang, Z Zhao, C Jin, C Xu, W Huang… - Journal of Energy …, 2023 - Elsevier
Structurally compact battery packs significantly improve the driving range of electric vehicles.
Technologies like Cell-to-Pack increase energy density by 15%–20%. However, the safety …

Advancements in the safety of Lithium-Ion Battery: The trigger, consequence and mitigation method of thermal runaway

X Hu, F Gao, Y Xiao, D Wang, Z Gao, Z Huang… - Chemical Engineering …, 2024 - Elsevier
With the escalation of environmental issues, the large-scale application of lithium-ion
batteries (LIBs) has become a prominent solution to replace the use of fossil fuels. However …

Thermal stability of lithium-ion battery subjected to inhomogeneous aging

J Liu, L Zhou, Y Zhang, T He, Z Wang - Process Safety and Environmental …, 2023 - Elsevier
Aged battery is prone to fire accidents. Thermal stability change of battery subjected to
inhomogeneous aging is studied in this manuscript by accelerating rate calorimeter. The …