Title :
Robustness of steady-state optimality in economic model predictive control
Author :
Muller, Matthias A. ; Allgower, F.
Author_Institution :
Inst. for Syst. Theor. & Autom. Control, Univ. of Stuttgart, Stuttgart, Germany
Abstract :
We study a dissipativity property which was recently used in several results on economic model predictive control to ensure optimal operation of a system at steady-state as well as stability. This dissipativity property involves a supply rate which depends on the state and input constraints imposed on the system. The main contribution of this paper is to show that under certain conditions, this dissipativity property, and hence also optimal operation of a system at steady-state, is robust with respect to small changes in the constraint set. Moreover, we show that further results are possible if a certain convexity assumption is satisfied.
Keywords :
optimal control; predictive control; robust control; convexity assumption; dissipativity property; economic model predictive control; input constraints; state constraints; steady-state optimality robustness; supply rate; system optimal operation; system stability; Cost function; Economics; Predictive control; Robustness; Stability analysis; Steady-state; Trajectory;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426754