Physics-based battery SOC estimation methods: Recent advances and future perspectives

L Wu, Z Lyu, Z Huang, C Zhang, C Wei - Journal of Energy Chemistry, 2024 - Elsevier
The reliable prediction of state of charge (SOC) is one of the vital functions of advanced
battery management system (BMS), which has great significance towards safe operation of …

A brief review on key technologies in the battery management system of electric vehicles

K Liu, K Li, Q Peng, C Zhang - Frontiers of mechanical engineering, 2019 - Springer
Batteries have been widely applied in many high-power applications, such as electric
vehicles (EVs) and hybrid electric vehicles, where a suitable battery management system …

Hybrid modeling of lithium-ion battery: Physics-informed neural network for battery state estimation

S Singh, YE Ebongue, S Rezaei, KP Birke - Batteries, 2023 - mdpi.com
Accurate forecasting of the lifetime and degradation mechanisms of lithium-ion batteries is
crucial for their optimization, management, and safety while preventing latent failures …

A voltage dynamics model of lithium-ion battery for state-of-charge estimation by proportional-integral observer

L He, X Hu, G Yin, X Shao, J Liu, Q Shi - Applied Energy, 2023 - Elsevier
Observer-based algorithms for the state-of-charge estimation require setting up a dynamics
model in battery management system of lithium-ion battery, and it is more important for the …

Adaptive actuator failure compensation control of uncertain nonlinear PDE–ODE cascaded systems

YX Li, X Li, B Xu, S Tong - IEEE Transactions on Systems, Man …, 2023 - ieeexplore.ieee.org
In this article, the stabilization problem is addressed for a class of reaction–diffusion
equation described by a cascaded partial differential equation (PDE)–ordinary differential …

A systematic review of electrochemical model-based lithium-ion battery state estimation in battery management systems

F Guo, LD Couto, G Mulder, K Trad, G Hu… - Journal of Energy …, 2024 - Elsevier
This study presents a systematic review of electrochemical model-based battery state
estimation methods. A search was conducted in Web of Science, Scopus, and IEEE Explore …

Output feedback boundary control of a heat PDE sandwiched between two ODEs

J Wang, M Krstic - IEEE Transactions on Automatic Control, 2019 - ieeexplore.ieee.org
We present designs for exponential stabilization of an ordinary differential equation (ODE)-
heat partial differential equation (PDE)-ODE coupled system where the control actuation …

Lithium-ion battery health estimation using an adaptive dual interacting model algorithm for electric vehicles

R Bustos, SA Gadsden, M Al-Shabi, S Mahmud - Applied Sciences, 2023 - mdpi.com
To ensure reliable operation of electrical systems, batteries require robust battery monitoring
systems (BMSs). A BMS's main task is to accurately estimate a battery's available power …

[PDF][PDF] 基于电化学模型的锂离子电池荷电状态估计方法综述

武龙星, 庞辉, 晋佳敏, 耿院飞, 刘凯 - 电工技术学报, 2022 - dgjsxb.ces-transaction.com
摘要荷电状态(SOC) 的准确估计是电池管理系统的重要功能之一. 当前, 基于模型的方法是实现
锂离子电池SOC 估计最常用的解决方案. 相比于等效电路模型(ECM), 由于电化学模型(EM) …

[HTML][HTML] Battery internal temperature estimation via a semilinear thermal PDE model

D Zhang, S Dey, SX Tang, R Drummond, SJ Moura - Automatica, 2021 - Elsevier
Abstract Accurate Lithium-ion (Li-ion) battery internal temperature information enables high-
fidelity monitoring and safe operation in battery management systems, thus prevents thermal …