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
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"
Conference_Titel :
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
DOI :
10.1109/CDC.2015.7402992