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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
View Article titled, Mechanical Behavior and Failure Prediction of Cylindrical Lithium-Ion Batteries Under Mechanical Abuse Using Data-Driven Machine Learning
Open the PDF for Mechanical Behavior and Failure Prediction of Cylindrical Lithium-Ion Batteries 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

Dynamic Crushing Behaviors of Cylindrical Lithium-Ion Battery Under Multiple Impacts: An Experimental Study

Xin-Chun Zhang, Nan-Nan Liu, Si-Jie Dong, Tao Zhang, Xiao-Di Yin, Tie-Jun Ci, He-Xiang Wu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. November 2023, 20(4): 041010.
Paper No: JEECS-22-1184
https://doi.org/10.1115/1.4056885
Published Online: March 1, 2023
View Article titled, Dynamic Crushing Behaviors of Cylindrical Lithium-Ion Battery Under Multiple Impacts: An Experimental Study
Open the PDF for Dynamic Crushing Behaviors of Cylindrical Lithium-Ion Battery Under Multiple Impacts: An Experimental Study in another window
Topics: Batteries, Cylinders, Failure, Failure mechanisms, Lithium-ion batteries, Dynamic response, Circuits, Impact testing, Deformation