Mathematical modelling of electrochemical, thermal and degradation processes in lithium-ion cells—A comprehensive review
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 …
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
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 …
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
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 …
current constant voltage (CC/CV) charging protocol is possible while suppressing …
Voltage-based strategies for preventing battery degradation under diverse fast-charging conditions
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 …
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 …
simultaneously, this paper presents an application‐oriented multistate estimation framework …
Optimal control of battery fast charging based-on Pontryagin's minimum principle
This paper derives provably optimal control trajectories for the Li-ion battery fast charging
problem. Conventionally, battery charging protocols must satisfy safety constraints while …
problem. Conventionally, battery charging protocols must satisfy safety constraints while …
Faster and healthier charging of lithium-ion batteries via constrained feedback control
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 …
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
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 …
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 …
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
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 …
charge low-capacity commercial Li-ion batteries in the shortest time possible, while limiting …