DocumentCode
3534742
Title
A Lyapunov function for periodic economic optimizing Model Predictive Control
Author
Zanon, Mario ; Gros, Sebastien ; Diehl, Moritz
Author_Institution
Optimization in Eng. Center (OPTEC), K.U. Leuven, Leuven, Belgium
fYear
2013
fDate
10-13 Dec. 2013
Firstpage
5107
Lastpage
5112
Abstract
Model Predictive Control (MPC) schemes are commonly using reference-tracking cost functions, which have attractive properties in terms of stability and numerical implementation. However, many control applications have clear economic objectives that can be used directly as the NMPC cost function. Such NMPC schemes are labelled Economic NMPC. Unfortunately, Economic NMPC schemes suffer from some drawbacks. In particular, stability results for economic NMPC are still very sparse. A Lyapunov function for Economic NMPC was first proposed in [1] for problems having a steady-state optimum. The present paper develops a further generalization and clarification of these results for periodic systems.
Keywords
Lyapunov methods; asymptotic stability; periodic control; predictive control; Lyapunov function; MPC scheme; NMPC cost function; asymptotic stability; economic NMPC scheme; numerical implementation; periodic economic optimizing model predictive control; reference-tracking cost functions; steady-state optimum; Asymptotic stability; Economics; Indexes; Lyapunov methods; Stability criteria; Trajectory; Asymptotic stability of periodic systems; economic Model Predictive Control (MPC);
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location
Firenze
ISSN
0743-1546
Print_ISBN
978-1-4673-5714-2
Type
conf
DOI
10.1109/CDC.2013.6760691
Filename
6760691
Link To Document