On Dissipativity-Preserving for Switched Positive Takagi–Sugeno Fuzzy Delayed Systems via Switching

IF 10.7 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Peng Wang;Hong Sang;Chuangxia Huang;Jinde Cao;Mahmoud Abdel-Aty
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引用次数: 0

Abstract

In this article, we tackle the problem of analyzing dissipativity, via devising switching mechanisms, for switched positive Takagi–Sugeno (T–S) fuzzy systems with time-varying delay. To leverage the positivity properties of state, input, and output variables, a novel concept of dissipativity is developed, focusing on linear supply rates and linear copositive storage functionals. When state information is available, the state dependent switching mechanism satisfying a dwell time constraint is introduced dependent on the constructed time-varying multiple linear copositive storage functionals. This mechanism allows for solving the dissipativity issue for the entire system without imposing any solvability requirements on subsystems and reduces the switching frequency. In cases, where state information is unavailable, dissipativity is ensured by a dwell-time dependent switching mechanism. Further, all conditions guaranteeing the solvability of the problem are presented in the form of linear vector inequalities. Two simulation examples are finally offered, demonstrating that the proposed techniques are effective and superior.
交换正Takagi-Sugeno模糊时滞系统的耗散保持问题
在本文中,我们通过设计切换机制来解决具有时变延迟的切换正Takagi-Sugeno (T-S)模糊系统的耗散分析问题。为了利用状态、输入和输出变量的正性属性,开发了一个新的耗散率概念,重点关注线性供应率和线性合成存储函数。当状态信息可用时,根据构造的时变多重线性组合存储函数引入满足停留时间约束的状态相关切换机制。这种机制允许解决整个系统的耗散问题,而不会对子系统施加任何可解决性要求,并降低开关频率。在状态信息不可用的情况下,耗散性由驻留时间相关的切换机制来保证。进一步,以线性向量不等式的形式给出了保证问题可解的所有条件。最后给出了两个仿真实例,验证了所提方法的有效性和优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems 工程技术-工程:电子与电气
CiteScore
20.50
自引率
13.40%
发文量
517
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Fuzzy Systems is a scholarly journal that focuses on the theory, design, and application of fuzzy systems. It aims to publish high-quality technical papers that contribute significant technical knowledge and exploratory developments in the field of fuzzy systems. The journal particularly emphasizes engineering systems and scientific applications. In addition to research articles, the Transactions also includes a letters section featuring current information, comments, and rebuttals related to published papers.
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