[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 …

Python battery mathematical modelling (PyBaMM)

V Sulzer, SG Marquis, R Timms, M Robinson… - Journal of Open …, 2021 - ora.ox.ac.uk
As the UK battery modelling community grows, there is a clear need for software that uses
modern software engineering techniques to facilitate cross-institutional collaboration and …

One-shot parameter identification of the Thevenin's model for batteries: Methods and validation

N Tian, Y Wang, J Chen, H Fang - Journal of Energy Storage, 2020 - Elsevier
Parameter estimation is of foundational importance for various model-based battery
management tasks, including charging control, state-of-charge estimation and aging …

Battery models for battery powered applications: A comparative study

N Campagna, V Castiglia, R Miceli, RA Mastromauro… - Energies, 2020 - mdpi.com
Battery models have gained great importance in recent years, thanks to the increasingly
massive penetration of electric vehicles in the transport market. Accurate battery models are …

A comprehensive study on battery electric modeling approaches based on machine learning

F Heinrich, P Klapper, M Pruckner - Energy Informatics, 2021 - Springer
Battery electric modeling is a central aspect to improve the battery development process as
well as to monitor battery system behavior. Besides conventional physical models, machine …

A comparative study between physics, electrical and data driven lithium-ion battery voltage modeling approaches

Y Liang, A Emadi, O Gross, C Vidal, M Canova… - 2022 - sae.org
This paper benchmarks three different lithium-ion (Li-ion) battery voltage modelling
approaches, a physics-based approach using an Extended Single Particle Model (ESPM) …

Identification of virtual battery models for flexible loads

JT Hughes, AD Domínguez-García… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The increasing prevalence of technologies such as advanced metering and controls and
continuously variable power electronic devices are enabling a radical shift in the way …

A hybrid battery model capable of capturing dynamic circuit characteristics and nonlinear capacity effects

T Kim, W Qiao - IEEE Transactions on Energy Conversion, 2011 - ieeexplore.ieee.org
A high-fidelity battery model capable of accurately predicting battery performance is required
for proper design and operation of battery-powered systems. However, the existing battery …

A comprehensive overview and comparison of parameter benchmark methods for lithium-ion battery application

J Peng, J Meng, J Wu, Z Deng, M Lin, S Mao… - Journal of Energy …, 2023 - Elsevier
To deal with the indeterminacy of the renewable energy in power system, electrochemical
energy storage system is a promising solution for improving the flexibility of grid. As lithium …

Electrochemical modeling and parameterization towards control-oriented management of lithium-ion batteries

K Liu, Y Gao, C Zhu, K Li, M Fei, C Peng… - Control Engineering …, 2022 - Elsevier
Battery management systems based on electrochemical models could achieve more
accurate state estimations and efficient battery controls with access to cell unmeasurable …