Research progresses of liquid electrolytes in lithium‐ion batteries

YK Liu, CZ Zhao, J Du, XQ Zhang, AB Chen, Q Zhang - Small, 2023 - Wiley Online Library
In recent years, the rapid development of modern society is calling for advanced energy
storage to meet the growing demands of energy supply and generation. As one of the most …

[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 …

Machine learning: an advanced platform for materials development and state prediction in lithium‐ion batteries

C Lv, X Zhou, L Zhong, C Yan, M Srinivasan… - Advanced …, 2022 - Wiley Online Library
Lithium‐ion batteries (LIBs) are vital energy‐storage devices in modern society. However,
the performance and cost are still not satisfactory in terms of energy density, power density …

Multi-field interpretation of internal short circuit and thermal runaway behavior for lithium-ion batteries under mechanical abuse

H Li, D Zhou, M Zhang, B Liu, C Zhang - Energy, 2023 - Elsevier
Mechanical abuse-induced hazardous of lithium-ion batteries (LIBs), in which internal short
circuits, thermal runaway, and mechanical failure can coincide and interact with each other …

[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 …

Battery fault diagnosis and failure prognosis for electric vehicles using spatio-temporal transformer networks

J Zhao, X Feng, J Wang, Y Lian, M Ouyang, AF Burke - Applied Energy, 2023 - Elsevier
Battery-powered electric vehicles (EVs) are poised to accelerate decarbonization in nearly
every aspect of transportation. However, safety issues of commercial lithium-ion batteries …

Data-driven-aided strategies in battery lifecycle management: prediction, monitoring, and optimization

L Xu, F Wu, R Chen, L Li - Energy Storage Materials, 2023 - Elsevier
Predicting, monitoring, and optimizing the performance and health of a battery system
entails a variety of complex variables as well as unpredictability in given conditions. Data …

The emerging of zinc-ion hybrid supercapacitors: advances, challenges, and future perspectives

Y Lv, LL Zhang, X Wei, B Qiu, W Zhang, Q Qin… - Sustainable Materials …, 2023 - Elsevier
The design and exploration of new-type energy storage devices with exceptional energy
and power density as well as ultra-long cycling lifespan are still on highly demand. Zinc-ion …

Review of mechanical abuse related thermal runaway models of lithium-ion batteries at different scales

Y **ao, F Yang, Z Gao, M Liu, J Wang, Z Kou… - Journal of Energy …, 2023 - Elsevier
With the rapid increase in electric vehicle (EV) ownership, battery-related safety accidents
caused by thermal runaways occur more frequently. Mechanical abuse-related factors are …

[HTML][HTML] Electric vehicle batteries: status and perspectives of data-driven diagnosis and prognosis

J Zhao, AF Burke - Batteries, 2022 - mdpi.com
Background: Open Access Perspective Electric Vehicle Batteries: Status and Perspectives of
Data-Driven Diagnosis and Prognosis by **gyuan Zhao and Andrew F. Burke* Institute of …