Model‐based vs data‐driven adaptive control: an overview

M Benosman - International Journal of Adaptive Control and …, 2018 - Wiley Online Library
In this paper, we present an overview of adaptive control by contrasting model‐based
approaches with data‐driven approaches. Indeed, we propose to classify adaptive …

Battery adaptive observer for a single-particle model with intercalation-induced stress

D Zhang, S Dey, LD Couto… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Battery electrode particle fracture due to stress generation is a critical mechanism causing
capacity fade, and thus reducing battery life. This paper develops a nonlinear adaptive …

Adaptive observer design for wave PDEs with nonlinear dynamics and parameter uncertainty

A Benabdelhadi, F Giri, T Ahmed-Ali, M Krstic… - Automatica, 2021 - Elsevier
We consider the problem of state observer design for wave PDEs containing Lipschitz
nonlinearities in the domain and parameter uncertainties in the domain and at the …

Adaptive boundary observer design for linear hyperbolic systems; application to estimation in heat exchangers

M Ghousein, E Witrant, V Bhanot, P Petagna - Automatica, 2020 - Elsevier
In this work, we consider the estimation of temperature along the pipes of concentric heat
exchanger tubes in which CO 2 is the working fluid. The transport phenomenon is modeled …

Disturbance estimator based output feedback exponential stabilization for Euler–Bernoulli beam equation with boundary control

HC Zhou, H Feng - Automatica, 2018 - Elsevier
In this paper, we are concerned with the output feedback exponential stabilization problem
for a system (plant) described by a one-dimensional Euler–Bernoulli beam equation. The …

Adaptive output regulation of a class of 1-D hyperbolic PDEs with unknown boundary scaled parameters

X Xu, Y Yuan, S Dubljevic, S Yin - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article considers the problem of adaptive output regulation of a class of 1-D
anticollocated hyperbolic partial differential equations (PDEs). The model is subject to …

Observer‐based output feedback control for a boundary controlled fractional reaction diffusion system with spatially‐varying diffusivity

J Chen, B Cui, YQ Chen - IET Control Theory & Applications, 2018 - Wiley Online Library
This study is concerned with observer design and observer‐based output feedback control
for a fractional reaction diffusion (FRD) system with a spatially‐varying (non‐constant) …

Adaptive Observer Design for Heat PDEs with Sensor Delay and Parameter Uncertainties

O Ammari, F Giri, M Krstic… - … on Automatic Control, 2024 - ieeexplore.ieee.org
In this article, we consider the problem of observer design for heat diffusion–reaction partial
differential equations (PDEs) that are monitored through delayed boundary sensor …

Concurrent learning robust adaptive fault tolerant boundary regulation of hyperbolic distributed parameter systems

Y Yuan, X Xu, C Yang, B Luo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article develops a robust adaptive boundary output regulation approach for a class of
complex anticollocated hyperbolic partial differential equations subjected to multiplicative …

[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 …