Admissibility Analysis and Controller Design Improvement for T-S Fuzzy Descriptor Systems

Author:

Yang Han1,Zhang Shuanghong1,Yu Fanqi1

Affiliation:

1. School of Mathematics and Computer Science, Jilin Normal University, Siping 136000, China

Abstract

In this paper, a stability analysis and the controller improvement of T-S fuzzy Descriptor system are studied. Firstly, by making full use of the related theory of fuzzy affiliation function and combining the design method of fuzzy Lyapunov function with the method of inequality deflation, a stability condition with wider admissibility and less system conservatism is proposed. The advantage of this method is that it is not necessary to ensure that each fuzzy subsystem is progressively stable. We also maximise the boundary of the derivatives of the affiliation function mined. Secondly, a PDC controller and a Non-PDC controller are designed, and the deflation conditions for the linear matrix inequalities of the two controllers are constructed. Finally, some arithmetic simulations and practical examples are given to demonstrate the effectiveness of the method studied in this paper, and the results obtained are less conservative and have larger feasible domains than previous methods.

Funder

Jilin Innovation and Entrepreneurship Talent Fund

Jilin Provincial Development and Reform Commission Innovation Project

Jilin Provincial Natural Science Foundation

Publisher

MDPI AG

Reference36 articles.

1. Fuzzy identification of systems and its applications to modeling and control;Takagi;IEEE Trans. Syst. Man Cybern.,1985

2. Parallel distributed compensation of nonlinear systems by Takagi-Sugeno fuzzy model;Wang;IEEE Int. Fuzzy Syst. Conf. Proc.,1995

3. An approach to fuzzy control of nonlinear systems: Stability and design issues;Wang;IEEE Trans. Fuzzy Syst.,1996

4. A multiple Lyapunov function approach to stabilization of fuzzy control systems;Tanaka;Inf. Sci.,2003

5. LMI-based relaxed nonquadratic stabilization conditions for nonlinear systems in the Takagi–Sugeno’s form;Thierry;IEEE Trans. Fuzzy Syst.,2004

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3