Fast‐charging of lithium‐ion batteries: A review of electrolyte design aspects

S Lei, Z Zeng, S Cheng, J Xie - Battery Energy, 2023 - Wiley Online Library
Lithium‐ion batteries (LIBs) with fast‐charging capabilities have the potential to overcome
the “range anxiety” issue and drive wider adoption of electric vehicles. The US Advanced …

Artificial intelligence-driven rechargeable batteries in multiple fields of development and application towards energy storage

L Zheng, S Zhang, H Huang, R Liu, M Cai, Y Bian… - Journal of Energy …, 2023 - Elsevier
Rechargeable batteries are vital in the domain of energy storage. However, traditional
experimental or computational simulation methods for rechargeable batteries still pose time …

Fast-charging degradation mechanism of two-dimensional FeSe anode in sodium-ion batteries

D Qiu, A Gao, W Zhao, Z Sun, B Zhang, J Xu… - ACS Energy …, 2023 - ACS Publications
Transition-metal chalcogenides (TMCs) are recognized as promising sodium-ion battery
anodes for their high theoretical specific capacity and low sodium metal plating risk …

Enhanced Electrolyte Transport and Kinetics Mitigate Graphite Exfoliation and Li Plating in Fast‐Charging Li‐Ion Batteries

H Gao, Q Yan, J Holoubek, Y Yin, W Bao… - Advanced Energy …, 2023 - Wiley Online Library
Despite significant progress in energy retention, lithium‐ion batteries (LIBs) face untenable
reductions in cycle life under extreme fast‐charging (XFC) conditions, which primarily …

Battery state-of-health diagnostics during fast cycling using physics-informed deep-learning

PJ Weddle, S Kim, BR Chen, Z Yi, P Gasper… - Journal of Power …, 2023 - Elsevier
Rapid, in-situ Li-ion battery state-of-health (SOH) quantification is challenging. Li-ion battery
aging can vary significantly with chemistry, operating conditions, cycling demands, electrode …

Interphasial engineering for Ni-rich NMC cathode materials

Z Shadike, Y Chen, E Hu, J Zhang, XQ Yang - Trends in Chemistry, 2023 - cell.com
Abstract Ni-rich LiNi 1–x–y Mn x Co y O 2 (NMC: 1–x–y≥ 0.6) are promising cathode
materials for lithium-ion batteries (LIBs) due to their high reversible capacity and low cost …

Electro-chemo-mechanical finite-element model of single-crystal and polycrystalline NMC cathode particles embedded in an argyrodite solid electrolyte

K Taghikhani, PJ Weddle, RM Hoffman, JR Berger… - Electrochimica …, 2023 - Elsevier
All-solid-state batteries (ASSB) are emerging as a high-performance alternative to Li-ion
batteries. However, some technical challenges need to be overcome before …

PINN surrogate of Li-ion battery models for parameter inference, Part I: Implementation and multi-fidelity hierarchies for the single-particle model

M Hassanaly, PJ Weddle, RN King, S De… - Journal of Energy …, 2024 - Elsevier
To plan and optimize energy storage demands that account for Li-ion battery aging
dynamics, techniques need to be developed to diagnose battery internal states accurately …

PINN surrogate of Li-ion battery models for parameter inference, Part II: Regularization and application of the pseudo-2D model

M Hassanaly, PJ Weddle, RN King, S De… - Journal of Energy …, 2024 - Elsevier
Bayesian parameter inference is useful to improve Li-ion battery diagnostics and can help
formulate battery aging models. However, it is computationally intensive and cannot be …

Multi-objective optimization for fast charging design of lithium-ion batteries using constrained Bayesian optimization

X Wang, B Jiang - Journal of Power Sources, 2023 - Elsevier
Fast charging of lithium-ion battery accounting for both charging time and battery
degradation is key to modern electric vehicles. The challenges of fast charging optimization …