[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 …

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 …

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 **e - 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 …

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

X Hu, W Liu, X Lin, Y **e, 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 …

Observer-Based Sampled-Data Fuzzy Control for a Class of Nonlinear Parabolic PDE Systems

HN Wu, ZP Wang - IEEE Transactions on Fuzzy Systems, 2017‏ - ieeexplore.ieee.org
In this paper, an observer-based H∞ sampled-data fuzzy control problem is addressed for a
class of nonlinear parabolic partial differential equation (PDE) systems. With the aid of the …

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 …

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 …