Surface fluorinated graphite suppressing the lithium dendrite formation for fast chargeable lithium ion batteries

M Ko, S Jayasubramaniyan, S Kim, J Kim, D Kim… - Carbon, 2024 - Elsevier
Developing lithium-ion batteries with high power and fast charging features has been
highlighted as an essential research area to address growing energy demands for portable …

Generating multi-scale Li-ion battery cathode particles with radial grain architectures using stereological generative adversarial networks

L Fuchs, O Furat, DP Finegan, J Allen… - Communications …, 2025 - nature.com
Understanding structure-property relationships of Li-ion battery cathodes is crucial for
optimizing rate-performance and cycle-life resilience. However, correlating the morphology …

Probabilistic machine learning for battery health diagnostics and prognostics—review and perspectives

A Thelen, X Huan, N Paulson, S Onori, Z Hu… - npj Materials …, 2024 - nature.com
Diagnosing lithium-ion battery health and predicting future degradation is essential for
driving design improvements in the laboratory and ensuring safe and reliable operation over …

Generating multi-scale NMC particles with radial grain architectures using spatial stochastics and GANs

L Fuchs, O Furat, DP Finegan, J Allen… - arXiv preprint arXiv …, 2024 - arxiv.org
Understanding structure-property relationships of Li-ion battery cathodes is crucial for
optimizing rate-performance and cycle-life resilience. However, correlating the morphology …

Optimal Fast Charging of Lithium Ion Batteries: Between Model-Based and Data-Driven Methods

G Tucker, R Drummond… - Journal of The …, 2023 - iopscience.iop.org
Delivering lithium ion batteries capable of fast charging without suffering from accelerated
degradation is an important milestone for transport electrification. Recently, there has been …

Mechanisms for the evolution of cell-to-cell variations and their impacts on fast-charging performance within a lithium-ion battery pack

Y Lu, X Chen, X Han, D Guo, Y Wang, X Feng… - Journal of Energy …, 2024 - Elsevier
Cell-to-cell variations (CtCV) compromise the electrochemical performance of battery packs,
yet the evolutional mechanism and quantitative impacts of CtCV on the pack's fast-charging …

A multi-closed-loop constant-current constant-strain fast charging strategy for lithium-ion batteries

T Qiu, L Hou, Z Mao, S Wang, Y Shang - Journal of Energy Storage, 2024 - Elsevier
Fast charging is considered the key technology of electric vehicles. Battery expansion is
critical during the charging process, reflecting the battery's state and performance. However …

Real-Time Electrochemical Model-Based BMS Control for Mitigating Li-Plating and Extending Battery Life

M Qasem, M Haddadin, Y Yassin… - IEEE Transactions …, 2025 - ieeexplore.ieee.org
It is well-known that lithium plating significantly reduces the capacity of lithium-ion batteries,
particularly at elevated charging rates, high SoC, and low temperatures. This study presents …