Title :
Robust model predictive control for discrete-time fractional-order systems?
Author :
Sopasakisy, Pantelis ; Ntouskas, Sotirios ; Sarimveis, Haralambos
Author_Institution :
IMT Inst. for Adv. Studies Lucca, Lucca, Italy
Abstract :
In this paper we propose a tube-based robust model predictive control scheme for fractional-order discretetime systems of the Grünwald-Letnikov type with state and input constraints. We first approximate the infinite-dimensional fractional-order system by a finite-dimensional linear system and we show that the actual dynamics can be approximated arbitrarily tight. We use the approximate dynamics to design a tube-based model predictive controller which endows to the controlled closed-loop system robust stability properties.
Keywords :
closed loop systems; control system synthesis; discrete time systems; multidimensional systems; predictive control; robust control; Grunwald-Letnikov type systems; controlled closed-loop system robust stability properties; discrete-time fractional-order systems; finite-dimensional linear system; infinite-dimensional fractional-order system; input constraints; state constraints; tube-based model predictive controller; tube-based robust model predictive control scheme; Approximation methods; Asymptotic stability; Control systems; Linear systems; Mathematical model; Predictive control; Standards; Constraints satisfaction; Fractional-order systems; Grünwald-Letnikov derivative; Model Predictive Control;
Conference_Titel :
Control and Automation (MED), 2015 23th Mediterranean Conference on
Conference_Location :
Torremolinos
DOI :
10.1109/MED.2015.7158779