[HTML][HTML] Battery safety: Machine learning-based prognostics

J Zhao, X Feng, Q Pang, M Fowler, Y Lian… - Progress in Energy and …, 2024‏ - Elsevier
Lithium-ion batteries play a pivotal role in a wide range of applications, from electronic
devices to large-scale electrified transportation systems and grid-scale energy storage …

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

Q Yu, C Wang, J Li, R **ong, 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 …

Chemomechanics of rechargeable batteries: status, theories, and perspectives

LS de Vasconcelos, R Xu, Z Xu, J Zhang… - Chemical …, 2022‏ - ACS Publications
Chemomechanics is an old subject, yet its importance has been revived in rechargeable
batteries where the mechanical energy and damage associated with redox reactions can …

Effect of external pressure and internal stress on battery performance and lifespan

R Li, W Li, A Singh, D Ren, Z Hou, M Ouyang - Energy Storage Materials, 2022‏ - Elsevier
There are abundant electrochemical-mechanical coupled behaviors in lithium-ion battery
(LIB) cells on the mesoscale or macroscale level, such as electrode delamination, pore …

Electric vehicles batteries: requirements and challenges

J Deng, C Bae, A Denlinger, T Miller - Joule, 2020‏ - cell.com
Jie Deng is a research engineer in the Department of Electrification Subsystems and Power
Supply at Ford Motor Company. He has extensive experience in computer-aided …

A perspective on sustainable energy materials for lithium batteries

XB Cheng, H Liu, H Yuan, HJ Peng, C Tang… - …, 2021‏ - Wiley Online Library
Lithium ion battery has achieved great success in portable electronics and even recently
electronic vehicles since its commercialization in 1990s. However, lithium‐ion batteries are …

Structural batteries: Advances, challenges and perspectives

T **, G Singer, K Liang, Y Yang - Materials today, 2023‏ - Elsevier
The development of light-weight batteries has a great potential value for mobile applications,
including electric vehicles and electric aircraft. Along with increasing energy density, another …

Safety issues and mechanisms of lithium-ion battery cell upon mechanical abusive loading: A review

B Liu, Y Jia, C Yuan, L Wang, X Gao, S Yin… - Energy Storage Materials, 2020‏ - Elsevier
Battery safety has attracted attention worldwide due to current trends in communication and
mobilization brought about by rapidly evolving versions of smartphones, tablets, laptops …

[PDF][PDF] Battery safety: Fault diagnosis from laboratory to real world

J Zhao, X Feng, MK Tran, M Fowler, M Ouyang… - J. Power …, 2024‏ - researchgate.net
Battery failures, although rare, can significantly impact applications such as electric vehicles.
Minor faults at cell level might lead to catastrophic failures and thermal runaway over time …

Opportunities and challenges of high-energy lithium metal batteries for electric vehicle applications

S Chen, F Dai, M Cai - ACS Energy Letters, 2020‏ - ACS Publications
Lithium metal batteries have great advantages over state-of-the-art lithium ion batteries in
terms of energy density and cost, which present huge opportunities for long-range and low …