Design of interval observer for continuous linear large-scale systems with disturbance attenuation

被引:4
作者
Wang, Tao [1 ]
Li, Yapeng [1 ]
Xiang, Weiming [2 ]
机构
[1] Southwest Jiaotong Univ, Sch Elect Engn, Chengdu 610000, Peoples R China
[2] Augusta Univ, Sch Comp & Cyber Sci, Augusta, GA 30912 USA
来源
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS | 2022年 / 359卷 / 08期
基金
美国国家科学基金会;
关键词
LPV SYSTEMS; PERFORMANCE; STABILITY;
D O I
10.1016/j.jfranklin.2022.03.014
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A design method of interval observers for linear continuous large-scale systems is proposed in this paper. The considered systems are subject to disturbances that are assumed to be unknown but bounded. With the aid of continuous Lyapunov functions, the error system of the original system and the interval observer system is asymptotically stable and its state is nonnegative, allowing sufficient conditions for interval observers of large-scale systems to be obtained and expressed as linear matrix inequalities. Furthermore, the L stability theory is used in the design of interval observers for large-scale systems to increase the accuracy of interval estimation. Interval observers design methods are proposed for largescale systems with L-1/L-2 gain performance. Two numerical examples are provided to demonstrate our findings. (C) 2022 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:3910 / 3929
页数:20
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