DocumentCode
3534760
Title
Economic model predictive control with transient average constraints
Author
Muller, Matthias A. ; Angeli, David ; Allgower, F.
Author_Institution
Inst. for Syst. Theor. & Autom. Control, Univ. of Stuttgart, Stuttgart, Germany
fYear
2013
fDate
10-13 Dec. 2013
Firstpage
5119
Lastpage
5124
Abstract
In this paper, we propose an economic model predictive control algorithm which ensures satisfaction of transient average constraints, i.e., constraints on input and state variables averaged over some finite time period. Compared to asymptotic average constraints, this stricter form might be of independent interest in various applications such as the operation of a chemical reactor, where e.g. the amount of inflow during each one hour period must not exceed a certain value. We show that compared to asymptotic average constraints, a different constraint formulation within the optimization problem solved at each time instant is needed, but that certain results such as closed-loop average performance and convergence established for the former setting can be transferred to the case of transient average constraints.
Keywords
closed loop systems; optimisation; predictive control; closed-loop average performance; economic model predictive control; optimization problem; transient average constraints; Closed loop systems; Cost function; Economics; Steady-state; Time factors; Transient analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location
Firenze
ISSN
0743-1546
Print_ISBN
978-1-4673-5714-2
Type
conf
DOI
10.1109/CDC.2013.6760693
Filename
6760693
Link To Document