DocumentCode
116323
Title
Robust economic model predictive control with linear average constraints
Author
Bayer, Florian A. ; Allgower, Frank
Author_Institution
Inst. for Syst. Theor. & Autom. Control, Univ. of Stuttgart, Stuttgart, Germany
fYear
2014
fDate
15-17 Dec. 2014
Firstpage
6707
Lastpage
6712
Abstract
In this paper, we extend the idea of a tube-based economic MPC framework for linear systems by taking linear average constraints into account. Using a specifically defined integral stage cost, we can explicitly consider the influence of the disturbance. The satisfaction of the average constraints is guaranteed despite the disturbances acting on the system, and we show results on optimal steady-state operation. Moreover, we make use of two algorithmic approaches from tube-based MPC which provide differences in the closed-loop behavior and in the average performance.
Keywords
closed loop systems; integral equations; linear systems; optimal control; predictive control; robust control; algorithmic approaches; closed-loop behavior; disturbance; integral stage cost; linear average constraints; linear systems; optimal steady-state operation; robust economic model predictive control; tube-based economic MPC framework; Economics; Linear systems; Optimization; Robustness; Steady-state; Trajectory; Yttrium;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location
Los Angeles, CA
Print_ISBN
978-1-4799-7746-8
Type
conf
DOI
10.1109/CDC.2014.7040442
Filename
7040442
Link To Document