DocumentCode
3743832
Title
Economic model predictive control without terminal constraints: Optimal periodic operation
Author
Matthias A. Müller;Lars Grüne
Author_Institution
Institute for Systems Theory and Automatic Control, University of Stuttgart, 70550, Germany
fYear
2015
Firstpage
4946
Lastpage
4951
Abstract
In this paper, we analyze economic model predictive control schemes without terminal constraints, where the optimal operating regime is not steady-state operation, but periodic behavior. We first show by means of two counterexamples, that a classical 1-step receding horizon control scheme does not necessarily result in an optimal closed-loop performance. Instead, a multi-step MPC scheme may be needed in order to establish near optimal performance of the closed-loop system. This behavior is analyzed in detail, and we derive checkable dissipativity-like conditions in order to obtain closed-loop performance guarantees.
Keywords
"Orbits","Economics","Closed loop systems","Steady-state","Convergence","Chlorine","Predictive control"
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
Type
conf
DOI
10.1109/CDC.2015.7402992
Filename
7402992
Link To Document