MPC of constrained discrete-time linear periodic systems - A framework for asynchronous control: Strong feasibility, stability and optimality via periodic invariance

被引:27
作者
Gondhalekar, Ravi [1 ,2 ]
Jones, Colin N. [3 ]
机构
[1] Osaka Univ, Grad Sch Engn, Dept Mech Engn, Suita, Osaka 5650871, Japan
[2] Osaka Univ, Grad Sch Engn, Frontier Res Base Global Young Researchers, Suita, Osaka 5650871, Japan
[3] Swiss Fed Inst Technol Zurich ETHZ, Automat Control Lab, Dept Elect Engn, CH-8092 Zurich, Switzerland
关键词
Model predictive control; Constrained control; Set invariance; Linear periodic systems; Asynchronous control; MODEL-PREDICTIVE CONTROL; MULTIRATE; STATE;
D O I
10.1016/j.automatica.2010.10.021
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
State-feedback model predictive control (MPC) of discrete-time linear periodic systems with time-dependent state and input dimensions is considered. The states and inputs are subject to periodically time-dependent, hard, convex, polyhedral constraints. First, periodic controlled and positively invariant sets are characterized, and a method to determine the maximum periodic controlled and positively invariant sets is derived. The proposed periodic controlled invariant sets are then employed in the design of least-restrictive strongly feasible reference-tracking MPC problems. The proposed periodic positively invariant sets are employed in combination with well-known results on optimal unconstrained periodic linear-quadratic regulation (LQR) to yield constrained periodic LQR control laws that are stabilizing and optimal. One motivation for systems with time-dependent dimensions is efficient control law synthesis for discrete-time systems with asynchronous inputs, for which a novel modeling framework resulting in low dimensional models is proposed. The presented methods are applied to a multirate nano-positioning system. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:326 / 333
页数:8
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