通过事件触发间歇控制实现分数阶 T-S 模糊符号网络的双向同步

IF 11.9 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE IEEE Transactions on Fuzzy Systems Pub Date : 2024-10-01 DOI:10.1109/TFUZZ.2024.3471793
Yao Xu;Zhuozhen Jiang;Xiangpeng Xie;Wenxue Li;Yongbao Wu;Reinaldo Martínez Palhares
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引用次数: 0

摘要

先前关于分数阶网络同步的许多发现分别通过事件触发控制(ETC)或间歇控制(IC)进行。基于IC和ETC的优点,本文设计了一种有效的事件触发间歇控制(ETIC)来研究分数阶模糊签名网络的二部同步问题。利用模糊逻辑和短时记忆性能,构造了描述非线性签名网络的系统动力学。值得注意的是,本文代表了在指数收敛意义上为分数阶网络设计ETIC的首次尝试。这种方法避免了IC状态的不断更新和ETC的不间断输入。利用李雅普诺夫方法,得到了所考虑的网络同步的几个充分条件。此外,消除了芝诺现象,使得区间长度的最小值为正,保证了所设计控制器的可行性。最后,以分数阶蔡氏电路模型和无负载扰动的分数阶电力系统为例进行了数值实验,验证了理论分析的有效性和实用性。
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Bipartite Synchronization of Fractional-Order T–S Fuzzy Signed Networks via Event-Triggered Intermittent Control
Numerous previous findings on the synchronization of fractional-order networks have been conducted through event-triggered control (ETC) or intermittent control (IC), separately. Motivated by the benefits of IC and ETC, this article designs an effective event-triggered intermittent control (ETIC) to investigate the bipartite synchronization of fractional-order fuzzy signed networks. The system dynamics are constructed to describe the nonlinear signed networks via the fuzzy logic and the short-memory performance. Notably, this article represents the first attempt to design the ETIC for fractional-order networks in the sense of exponential convergence. This approach avoids the constantly updating states of IC and the uninterrupted input of ETC. By employing the Lyapunov method, some sufficient conditions for the synchronization of the considered networks are obtained. In addition, the Zeno phenomenon is eliminated so that the infimum of interval length is positive, which ensures the feasibility of the designed controller. Finally, two numerical experiment examples of the fractional-order Chua's circuits model and the fractional-order power system without load disturbance are carried on to illustrate the effectiveness and practicability of our theoretical analysis.
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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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