Constrained control Lyapunov function-based control of nonlinear systems

被引:15
|
作者
Homer, Tyler [1 ]
Mhaskar, Prashant [1 ]
机构
[1] McMaster Univ, Dept Chem Engn, Hamilton, ON, Canada
关键词
Constrained control Lyapunov functions; Reachable sets; Nonlinear control; Constrained control; Null controllable region; Model predictive control; MODEL-PREDICTIVE CONTROL; SATURATING ACTUATORS; LINEAR-SYSTEMS; STABILIZATION; STABILITY; REGIONS; STATE;
D O I
10.1016/j.sysconle.2017.10.004
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, we present an algorithm to address the problem of guaranteed stabilization of nonlinear systems from the largest set of initial conditions from where stabilization is possible, the so-called null controllable region (NCR), while also handling state constraints and partial unboundedness of the NCR. The controller uses the geometry of the NCR to inform a constrained control Lyapunov function which in turn provides feasibility and stability guarantees. The NCR is produced from a novel iterative growth algorithm that exploits a certain invariance property. The new controller implementation is illustrated using a chemical reactor system and compared to a conventional nonlinear model predictive control (MPC) implementation. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:55 / 61
页数:7
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