Economic nonlinear model predictive control

T Faulwasser, L Grüne, MA Müller - Foundations and Trends® …, 2018 - nowpublishers.com
Abstract In recent years, Economic Model Predictive Control (EMPC) has received
considerable attention of many research groups. The present tutorial survey summarizes …

[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 …

Economic model predictive control

D Angeli - Encyclopedia of Systems and Control, 2021 - Springer
Economic model predictive control (EMPC) is a variant of model predictive control aimed at
maximization of system's profitability. It allows one to explicitly deal with hard and average …

Turnpike properties in optimal control: An overview of discrete-time and continuous-time results

T Faulwasser, L Grüne - Handbook of numerical analysis, 2022 - Elsevier
The turnpike property refers to the phenomenon that in many optimal control problems, the
solutions for different initial conditions and varying horizons approach a neighborhood of a …

Modifier adaptation for real-time optimization—methods and applications

AG Marchetti, G François, T Faulwasser, D Bonvin - Processes, 2016 - mdpi.com
This paper presents an overview of the recent developments of modifier-adaptation
schemes for real-time optimization of uncertain processes. These schemes have the ability …

On turnpike and dissipativity properties of continuous-time optimal control problems

T Faulwasser, M Korda, CN Jones, D Bonvin - Automatica, 2017 - Elsevier
This paper investigates the relations between three different properties, which are of
importance in optimal control problems: dissipativity of the underlying dynamics with respect …

Nonlinear reference tracking: An economic model predictive control perspective

J Köhler, MA Müller, F Allgöwer - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, we study the system theoretic properties of a reference tracking model
predictive control (MPC) scheme for general reference trajectories and nonlinear discrete …

Economic and distributed model predictive control: Recent developments in optimization-based control

MA Müller, F Allgöwer - SICE Journal of Control, Measurement …, 2017 - Taylor & Francis
The goal of this paper is to give an overview of some recent developments in the field of
model predictive control. After a brief introduction to the basic concepts and available …

Economic model predictive control without terminal constraints for optimal periodic behavior

MA Müller, L Grüne - Automatica, 2016 - Elsevier
In this paper, we analyze economic model predictive control schemes without terminal
constraints, where the optimal operating behavior is not steady-state operation, but periodic …

Nonlinear predictive control for trajectory tracking and path following: An introduction and perspective

J Matschek, T Bäthge, T Faulwasser… - Handbook of model …, 2019 - Springer
Control tasks in various applications are posed as setpoint-stabilization problems, where a
constant reference has to be stabilized. For systems where changing references are given …