[HTML][HTML] Review of “grey box” lifetime modeling for lithium-ion battery: Combining physics and data-driven methods
Lithium-ion batteries are a popular choice for a wide range of energy storage system
applications. The current motivation to improve the robustness of lithium-ion battery …
applications. The current motivation to improve the robustness of lithium-ion battery …
[HTML][HTML] Parametrization of physics-based battery models from input–output data: A review of methodology and current research
M Andersson, M Streb, JY Ko, VL Klass, M Klett… - Journal of Power …, 2022 - Elsevier
Physics-based battery models are important tools in battery research, development, and
control. To obtain useful information from the models, accurate parametrization is essential …
control. To obtain useful information from the models, accurate parametrization is essential …
Electrochemical modeling and parameterization towards control-oriented management of lithium-ion batteries
Battery management systems based on electrochemical models could achieve more
accurate state estimations and efficient battery controls with access to cell unmeasurable …
accurate state estimations and efficient battery controls with access to cell unmeasurable …
[HTML][HTML] Investigating re-parametrization of electrochemical model-based battery management using real-world driving data
Li-ion batteries in electric vehicles must be utilized more efficiently to lower their economic
and environmental cost. To achieve this increase in efficiency, it is of large interest to …
and environmental cost. To achieve this increase in efficiency, it is of large interest to …
Enhanced state-of-charge estimation of LiFePO4 batteries using an augmented physics-based model
Voltage hysteresis is prominent in LiFePO 4 cells and increases the difficulty to estimate
state-of-charge (SOC) accurately. This paper proposes an efficient SOC estimation scheme …
state-of-charge (SOC) accurately. This paper proposes an efficient SOC estimation scheme …
Development and parameterization of a control-oriented electrochemical model of lithium-ion batteries for battery-management-systems applications
A precise electrochemical battery model is critical for advanced battery management
systems to improve the safety and efficiency of electric vehicles. This paper presents a novel …
systems to improve the safety and efficiency of electric vehicles. This paper presents a novel …
Combining reduced-order model with data-driven model for parameter estimation of lithium-ion battery
The parameters of a lithium-ion battery are important to construct an effective battery
management system. Parameter estimation assisted by the pseudo-two-dimensional (P2D) …
management system. Parameter estimation assisted by the pseudo-two-dimensional (P2D) …
A Battery Digital Twin From Laboratory Data Using Wavelet Analysis and Neural Networks
R Di Fonso, R Teodorescu, C Cecati… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Lithium-ion (Li-ion) batteries are the preferred choice for energy storage applications. Li-ion
performances degrade with time and usage, leading to a decreased total charge capacity …
performances degrade with time and usage, leading to a decreased total charge capacity …
Sensitivity analysis of electrochemical model parameters for lithium-ion batteries on terminal voltages and anode lithium plating criterion
The design of optimized charging strategies based on electrochemical models is essential
for the broader use of electric vehicles. Lithium plating on the anode surface is strongly …
for the broader use of electric vehicles. Lithium plating on the anode surface is strongly …
Determination of half-cell open-circuit potential curve of silicon-graphite in a physics-based model for lithium-ion batteries
Lithium-ion batteries with silicon/graphite anodes have the potential to deliver high
theoretical capacity. However, these electrodes exhibit significant hysteresis, which presents …
theoretical capacity. However, these electrodes exhibit significant hysteresis, which presents …