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Keywords: lithium-ion batteries
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Journal Articles

Mechanical Behavior and Failure Prediction of Cylindrical Lithium-Ion Batteries Under Mechanical Abuse Using Data-Driven Machine Learning

Xin-chun Zhang, Li-rong Gu, Xiao-di Yin, Zi-xuan Huang, Tie-jun Ci, Li-xiang Rao, Qing-long Wang, Marwan El-Rich
Journal: Journal of Applied Mechanics
Publisher: ASME
Article Type: Research Papers
J. Appl. Mech. February 2025, 92(2): 021003.
Paper No: JAM-24-1295
https://doi.org/10.1115/1.4067254
Published Online: December 16, 2024
...Xin-chun Zhang; Li-rong Gu; Xiao-di Yin; Zi-xuan Huang; Tie-jun Ci; Li-xiang Rao; Qing-long Wang; Marwan El-Rich Mechanical failure prediction of lithium-ion batteries (LIBs) can provide important maintenance information and decision-making reference in battery safety management. However...
View Article titled, Mechanical Behavior and Failure Prediction of Cylindrical <span class="search-highlight">Lithium</span>-<span class="search-highlight">Ion</span> <span class="search-highlight">Batteries</span> Under Mechanical Abuse Using Data-Driven Machine Learning
Open the PDF for Mechanical Behavior and Failure Prediction of Cylindrical <span class="search-highlight">Lithium</span>-<span class="search-highlight">Ion</span> <span class="search-highlight">Batteries</span> Under Mechanical Abuse Using Data-Driven Machine Learning in another window
Topics: Artificial neural networks, Batteries, Compression, Failure, Lithium-ion batteries, Machine learning, Mechanical behavior, Temperature, Finite element model, Displacement
Includes: Supplementary data
Journal Articles

A Simultaneous Multiscale and Multiphysics Model and Numerical Implementation of a Core-Shell Model for Lithium-Ion Full-Cell Batteries

Binghe Liu, Xu Wang, Hao-Sen Chen, Sen Chen, Hongxin Yang, Jun Xu, Hanqing Jiang, Dai-Ning Fang
Journal: Journal of Applied Mechanics
Publisher: ASME
Article Type: Research-Article
J. Appl. Mech. April 2019, 86(4): 041005.
Paper No: JAM-18-1672
https://doi.org/10.1115/1.4042432
Published Online: January 30, 2019
... Mechanics Division of ASME for publication in the J OURNAL OF A PPLIED M ECHANICS . Manuscript received November 27, 2018; final manuscript received December 24, 2018; published online January 30, 2019. Editor: Yonggang Huang. 27 11 2018 24 12 2018 lithium-ion batteries multiscale...
View Article titled, A Simultaneous Multiscale and Multiphysics Model and Numerical Implementation of a Core-Shell Model for Lithium-Ion Full-Cell Batteries
Open the PDF for A Simultaneous Multiscale and Multiphysics Model and Numerical Implementation of a Core-Shell Model for Lithium-Ion Full-Cell Batteries in another window
Topics: Anodes, Batteries, Deformation, Degrees of freedom, Electrochemistry, Microscale devices, Particulate matter, Shells, Lithium-ion batteries, Electrodes