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
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);
Conference_Titel :
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location :
Firenze
Print_ISBN :
978-1-4673-5714-2
DOI :
10.1109/CDC.2013.6760691