[HTML][HTML] Thermal state monitoring of lithium-ion batteries: Progress, challenges, and opportunities

Y Zheng, Y Che, X Hu, X Sui, DI Stroe… - Progress in Energy and …, 2024 - Elsevier
Transportation electrification is a promising solution to meet the ever-rising energy demand
and realize sustainable development. Lithium-ion batteries, being the most predominant …

Volterra-series-based nonlinear system modeling and its engineering applications: A state-of-the-art review

CM Cheng, ZK Peng, WM Zhang, G Meng - Mechanical Systems and Signal …, 2017 - Elsevier
Nonlinear problems have drawn great interest and extensive attention from engineers,
physicists and mathematicians and many other scientists because most real systems are …

Spatiotemporal modeling for nonlinear distributed thermal processes based on KL decomposition, MLP and LSTM network

Y Fan, K Xu, H Wu, Y Zheng, B Tao - IEEE Access, 2020 - ieeexplore.ieee.org
Estimation of absolute temperature distributions is crucial for many thermal processes in the
nonlinear distributed parameter systems, such as predicting the curing temperature …

A comparative study of control-oriented thermal models for cylindrical Li-ion batteries

X Hu, W Liu, X Lin, Y Xie - IEEE Transactions on Transportation …, 2019 - ieeexplore.ieee.org
An accurate control-oriented thermal model is of extreme importance for temperature
monitoring and thermal management of lithium (Li)-ion batteries in automotive and grid …

Fuzzy boundary control design for a class of nonlinear parabolic distributed parameter systems

HN Wu, JW Wang, HX Li - IEEE Transactions on Fuzzy …, 2013 - ieeexplore.ieee.org
This paper deals with the problem of fuzzy boundary control design for a class of nonlinear
distributed parameter systems which are described by semilinear parabolic partial …

Multiscale dynamic construction for abnormality detection and localization of Li-ion batteries

P Wei, HX Li - Applied Energy, 2022 - Elsevier
The safety of the electric vehicle is highly dependent on the safe operation of the battery
system, where the thermal behavior becomes important since any abnormality could be an …

Toward high-accuracy and high-efficiency battery electrothermal modeling: A general approach to tackling modeling errors

W Liu, X Hu, X Lin, XG Yang, Z Song, AM Foley… - Etransportation, 2022 - Elsevier
An accurate control-oriented electrothermal model is a prerequisite for efficient thermal
management of battery-powered applications. Despite the great efforts made to pursue high …

Physics-informed neural networks for solving forward and inverse problems in complex beam systems

T Kapoor, H Wang, A Núñez… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article proposes a new framework using physics-informed neural networks (PINNs) to
simulate complex structural systems that consist of single and double beams based on Euler …

A control-oriented electrothermal model for pouch-type electric vehicle batteries

X Hu, W Liu, X Lin, Y Xie, AM Foley… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
An accurate control-oriented electrothermal model is of great importance for onboard
temperature monitoring and efficient performance management of lithium (Li)-ion batteries in …

Design of distributed H∞ fuzzy controllers with constraint for nonlinear hyperbolic PDE systems

HN Wu, JW Wang, HX Li - Automatica, 2012 - Elsevier
This paper investigates the problem of designing a distributed H∞ fuzzy controller with
constraint for a class of nonlinear spatially distributed processes modeled by first-order …