Data-driven control: Overview and perspectives

W Tang, P Daoutidis - 2022 American Control Conference …, 2022 - ieeexplore.ieee.org
Process systems are characterized by nonlinearity, uncertainty, large scales, and also the
need of pursuing both safety and economic optimality in operations. As a result they are …

A review of industrial MIMO decoupling control

L Liu, S Tian, D Xue, T Zhang, YQ Chen… - International Journal of …, 2019 - Springer
In recent decades, MIMO (Multi-Input-Multi-Output) systems become more and more widely
used in industrial applications. A variety of decoupling control algorithms have been studied …

[CARTE][B] Identification and control using Volterra models

FJ Doyle, RK Pearson, BA Ogunnaike - 2002 - Springer
Much has been written about the general difficulty of develo** the models required for
model-based control of processes whose dynamics exhibit signif icant nonlinearity (for …

Nonlinear model-based control using second-order Volterra models

FJ Doyle III, BA Ogunnaike, RK Pearson - Automatica, 1995 - Elsevier
A nonlinear controller synthesis scheme is presented that retains the original spirit and
characteristics of conventional (linear) model predictive control (MPC) while extending its …

[CARTE][B] Control of nonlinear differential algebraic equation systems with applications to chemical processes

A Kumar - 2020 - taylorfrancis.com
The feedback control of nonlinear differential and algebraic equation systems (DAEs) is a
relatively new subject. Develo** steadily over the last few years, it has generated growing …

A time scale-bridging approach for integrating production scheduling and process control

J Du, J Park, I Harjunkoski, M Baldea - Computers & Chemical Engineering, 2015 - Elsevier
In this paper, we propose a novel framework for integrating scheduling and nonlinear control
of continuous processes. We introduce the time scale-bridging model (SBM) as an explicit …

State‐of‐the‐art and progress in the optimization‐based simultaneous design and control for chemical processes

Z Yuan, B Chen, G Sin, R Gani - AIChE Journal, 2012 - Wiley Online Library
Significant progress in the area of simultaneous design and control for chemical processes
has been achieved and various methodologies have been put forward to address this issue …

Nonlinear model predictive control of a simulated multivariable polymerization reactor using second-order Volterra models

BR Maner, FJ Doyle III, BA Ogunnaike, RK Pearson - Automatica, 1996 - Elsevier
Two formulations of a nonlinear model predictive control scheme based on the second-order
Volterra series model are presented. The first formulation determines the control action …

Nonlinear state-observer design with application to reactors

M Soroush - Chemical Engineering Science, 1997 - Elsevier
This article concerns the problem of nonlinear state-observer design. It presents a reduced-
order nonlinear observer design approach, which allows adjustment of the rate of the decay …

A comparative analysis of various decoupling techniques using frequency domain specifications

KRA Govind, S Mahapatra… - 2023 3rd international …, 2023 - ieeexplore.ieee.org
A comparative analysis of various decoupling techniques is carried out in this paper. As
most industries deal with multi-input multi-output (MIMO) systems, decouplers are widely …