Stabilising model predictive control for discrete-time fractional-order systems

被引:42
|
作者
Sopasakis, Pantelis [1 ]
Sarimveis, Haralambos [2 ]
机构
[1] IMT Inst Adv Studies Lucca, Piazza San Fransesco 19, I-55100 Lucca, Italy
[2] Natl Tech Univ Athens, Sch Chem Engn, 9 Heroon Polytech St,Zografou Campus, Athens 15780, Greece
关键词
Fractional systems; Predictive control; Asymptotic stability; Stability criteria; Constraints;
D O I
10.1016/j.automatica.2016.09.014
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a model predictive control scheme is proposed for constrained fractional-order discrete time systems. We prove that constraints are satisfied and we prescribe conditions for the origin to be an asymptotically stable equilibrium point of the controlled system. A finite-dimensional approximation of the original infinite-dimensional dynamics is employed for which the approximation error can become arbitrarily small. The approximate dynamics is used to design a tube-based model predictive controller which steers the system state to a neighbourhood of the origin of controlled size. Stability conditions are finally derived for the MPC-controlled system which are computationally tractable and account for the infinite dimensional nature of the fractional-order system and the state and input constraints. The proposed control methodology guarantees asymptotic stability of the discrete-time fractional order system, satisfaction of the prescribed constraints and recursive feasibility. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:24 / 31
页数:8
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