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
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;
Conference_Titel :
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-1-4799-7746-8
DOI :
10.1109/CDC.2014.7040442