[HTML][HTML] Overview of batteries and battery management for electric vehicles

W Liu, T Placke, KT Chau - Energy Reports, 2022 - Elsevier
Popularization of electric vehicles (EVs) is an effective solution to promote carbon neutrality,
thus combating the climate crisis. Advances in EV batteries and battery management …

Porous electrode modeling and its applications to Li‐ion batteries

Z Chen, DL Danilov, RA Eichel… - Advanced Energy …, 2022 - Wiley Online Library
Battery modeling has become increasingly important with the intensive development of Li‐
ion batteries (LIBs). The porous electrode model, relating battery performances to the …

A review on battery modelling techniques

S Tamilselvi, S Gunasundari, N Karuppiah… - Sustainability, 2021 - mdpi.com
The growing demand for electrical energy and the impact of global warming leads to a
paradigm shift in the power sector. This has led to the increased usage of renewable energy …

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 …

State estimation models of lithium-ion batteries for battery management system: status, challenges, and future trends

L Zhou, X Lai, B Li, Y Yao, M Yuan, J Weng, Y Zheng - Batteries, 2023 - mdpi.com
The state estimation technology of lithium-ion batteries is one of the core functions elements
of the battery management system (BMS), and it is an academic hotspot related to the …

A deep learning method for lithium-ion battery remaining useful life prediction based on sparse segment data via cloud computing system

Q Zhang, L Yang, W Guo, J Qiang, C Peng, Q Li… - Energy, 2022 - Elsevier
Accurate prediction of the battery remaining useful life (RUL) at different operating
conditions is critical for the battery management system to guarantee safe and efficient …

Reduced-order electrochemical model for lithium-ion battery with domain decomposition and polynomial approximation methods

C Li, N Cui, C Wang, C Zhang - Energy, 2021 - Elsevier
The pseudo-two-dimensional (P2D) electrochemical model can give insight into the internal
behavior of lithium-ion batteries, which is of great significance for intelligent battery …

A novel extended Kalman filter-based battery internal and surface temperature estimation based on an improved electro-thermal model

H Pang, L Guo, L Wu, J Jin, F Zhang, K Liu - Journal of Energy Storage, 2021 - Elsevier
The lithium-ion battery temperature monitoring plays a prominent role in developing an
appropriate battery thermal management system to ensure battery security, and improve …

Implementation and evaluation of a practical electrochemical-thermal model of lithium-ion batteries for EV battery management system

Y Gao, C Zhu, X Zhang, B Guo - Energy, 2021 - Elsevier
To realize the electrochemical-thermal model in the battery management system (BMS), a
control-oriented electrochemical model of lithium-ion batteries and its real-time …

Investigation of the P2D and of the modified single-particle models for predicting the nonlinear behavior of Li-ion batteries

P Hashemzadeh, M Désilets, M Lacroix… - Journal of Energy Storage, 2022 - Elsevier
Lithium-ion battery technology has become one of the most practical rechargeable energy
storage solutions. Online robust and precise numerical prediction of Li-ion batteries' …