Mathematical modelling of electrochemical, thermal and degradation processes in lithium-ion cells—A comprehensive review

R Mehta, A Gupta - Renewable and Sustainable Energy Reviews, 2024 - Elsevier
The demand for electrochemical energy storage devices is rising rapidly as the world shifts
its energy dependence from fossil fuels to renewable sources. In the last few decades, this …

Fast charging design for Lithium-ion batteries via Bayesian optimization

B Jiang, MD Berliner, K Lai, PA Asinger, H Zhao… - Applied Energy, 2022 - Elsevier
Lithium-ion batteries are one of the most commonly used energy storage device for electric
vehicles. As battery chemistries continue to advance, an important question concerns how to …

Actively temperature controlled health-aware fast charging method for lithium-ion battery using nonlinear model predictive control

Y Yin, SY Choe - Applied energy, 2020 - Elsevier
Previous research has shown that a drastic reduction of charging time compared to constant
current constant voltage (CC/CV) charging protocol is possible while suppressing …

Voltage-based strategies for preventing battery degradation under diverse fast-charging conditions

ZM Konz, PJ Weddle, P Gasper… - ACS Energy …, 2023 - ACS Publications
Maintaining safe operating conditions is a key challenge for high-performance lithium-ion
battery applications. The lithium-plating reaction remains a risk during charging, but limited …

An application‐oriented multistate estimation framework of lithium‐ion battery used in electric vehicles

S Zhang, N Peng, X Zhang - International Journal of Energy …, 2021 - Wiley Online Library
Considering prediction accuracy and adaptability to unpredictable operating conditions
simultaneously, this paper presents an application‐oriented multistate estimation framework …

Optimal control of battery fast charging based-on Pontryagin's minimum principle

S Park, D Lee, HJ Ahn, C Tomlin… - 2020 59th IEEE …, 2020 - ieeexplore.ieee.org
This paper derives provably optimal control trajectories for the Li-ion battery fast charging
problem. Conventionally, battery charging protocols must satisfy safety constraints while …

Faster and healthier charging of lithium-ion batteries via constrained feedback control

LD Couto, R Romagnoli, S Park… - … on Control Systems …, 2021 - ieeexplore.ieee.org
A constrained feedback control strategy designed on the basis of a simplified
electrochemical–thermal model is considered for the fast and healthy charging of a lithium …

Constrained optimal control of monotone systems with applications to battery fast-charging

R Drummond, NE Courtier, DA Howey… - arxiv preprint arxiv …, 2023 - arxiv.org
Enabling fast charging for lithium ion batteries is critical to accelerating the green energy
transition. As such, there has been significant interest in tailored fast-charging protocols …

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 …

MPC strategies based on the equivalent hydraulic model for the fast charge of commercial Li-ion batteries

A Goldar, R Romagnoli, LD Couto, A Romero… - Computers & Chemical …, 2020 - Elsevier
In this work, we propose and demonstrate two low-computational MPC-based strategies to
charge low-capacity commercial Li-ion batteries in the shortest time possible, while limiting …