INPUT-TO-STATE STABILITY OF MIN-MAX MPC SCHEME FOR NONLINEAR TIME-VARYING DELAY SYSTEMS

被引:22
作者
Chen, Qiu-Xia [1 ]
He, De-Feng [1 ]
Yu, Li [1 ]
机构
[1] Zhejiang Univ Technol, Dept Automat, Hangzhou 310032, Zhejiang, Peoples R China
关键词
Model predictive control; input-to-state stability; nonlinear time-delay systems; delay-dependent criteria; linear matrix inequality; MODEL-PREDICTIVE CONTROL; STABILIZATION; CONTROLLERS;
D O I
10.1002/asjc.314
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper studies the robustness problem of the min-max model predictive control (MPC) scheme for constrained nonlinear time-varying delay systems subject to bounded disturbances. The notion of the input-to-state stability (ISS) of nonlinear time-delay systems is introduced. Then by using the Lyapunov-Krasovskii method, a delay-dependent sufficient condition is derived to guarantee input-to-state practical stability (ISpS) of the closed-loop system by way of nonlinear matrix inequalities (NLMI). In order to lessen the online computational demand, the non-convex min-max optimization problem is then converted to a minimization problem with linear matrix inequality (LMI) constraints and a suboptimal MPC algorithm is provided. Finally, an example of a truck-trailer is used to illustrate the effectiveness of the proposed results.
引用
收藏
页码:489 / 501
页数:13
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