Model predictive control: Recent developments and future promise

DQ Mayne - Automatica, 2014 - Elsevier
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[HTML][HTML] Analysis and design of model predictive control frameworks for dynamic operation—An overview

J Köhler, MA Müller, F Allgöwer - Annual Reviews in Control, 2024 - Elsevier
This article provides an overview of model predictive control (MPC) frameworks for dynamic
operation of nonlinear constrained systems. Dynamic operation is often an integral part of …

Provably safe and robust learning-based model predictive control

A Aswani, H Gonzalez, SS Sastry, C Tomlin - Automatica, 2013 - Elsevier
Controller design faces a trade-off between robustness and performance, and the reliability
of linear controllers has caused many practitioners to focus on the former. However, there is …

MPC for tracking piecewise constant references for constrained linear systems

D Limón, I Alvarado, T Alamo, EF Camacho - Automatica, 2008 - Elsevier
In this paper, a novel model predictive control (MPC) for constrained (non-square) linear
systems to track piecewise constant references is presented. This controller ensures …

Robust tube-based MPC for tracking of constrained linear systems with additive disturbances

D Limón, I Alvarado, T Alamo, EF Camacho - Journal of Process Control, 2010 - Elsevier
This paper is devoted to solve the problem that the predictive controllers may present when
the target operation point changes. Model predictive controllers (MPC) are capable to steer …

Nonlinear MPC for tracking piece-wise constant reference signals

D Limon, A Ferramosca, I Alvarado… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper presents a novel tracking predictive controller for constrained nonlinear systems
capable to deal with sudden and large variations of a piece-wise constant setpoint signal …

MPC for tracking with optimal closed-loop performance

A Ferramosca, D Limón, I Alvarado… - 2008 47th IEEE …, 2008 - ieeexplore.ieee.org
In this paper, a novel model predictive control (MPC) formulation has been proposed to
solve tracking problems, considering a generalized offset cost function. Sufficient conditions …

Nonlinear model predictive control for path following problems

S Yu, X Li, H Chen, F Allgöwer - International Journal of Robust …, 2015 - Wiley Online Library
This paper presents a general nonlinear model predictive control scheme for path following
problems. Path following problem of nonlinear systems is transformed into a parameter …

A review of industrial tracking control algorithms

M Yuan, C Manzie, M Good, I Shames, L Gan… - Control Engineering …, 2020 - Elsevier
Advanced manufacturing is characterised by machines that move an end effector through a
given trajectory to perform operations such as cutting, grinding and printing. In many …

Offset‐free receding horizon control of constrained linear systems

G Pannocchia, EC Kerrigan - AIChE Journal, 2005 - Wiley Online Library
The design of a dynamic state feedback receding horizon controller is addressed, which
guarantees robust constraint satisfaction, robust stability and offset‐free control of …