Decentralized Type-2 Fuzzy Event-Triggered Control for Nonlinear Switched Interconnected Systems With Actuator and Sensor Faults

IF 11.9 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE IEEE Transactions on Fuzzy Systems Pub Date : 2025-01-08 DOI:10.1109/TFUZZ.2025.3527001
Jing Zhang;Zhengrong Xiang;Xiangyu Chu;Kwok Wai Samuel Au
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Abstract

This article proposes a decentralized adaptive fuzzy event-triggered fault-tolerant control scheme for nonlinear switched interconnected systems under arbitrary switchings. A novel state observer is crafted to estimate unmeasured states by using the faulty output signal. Interval type-2 fuzzy logic systems are adopted to deal with uncertain nonlinearities. The Nussbaum gain technique and a novel fault compensation mechanism are utilized to deal with actuator and sensor faults. A switching threshold event-triggered control strategy is developed to guarantee that all closed-loop signals are bounded, meanwhile the Zeno behavior is excluded. Eventually, a practical simulation illustrates the validation of the theoretical findings.
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具有执行器和传感器故障的非线性切换互联系统的分散2型模糊事件触发控制
针对任意切换下的非线性切换互联系统,提出了一种分散自适应模糊事件触发容错控制方案。设计了一种新的状态观测器,利用故障输出信号来估计非测量状态。采用区间2型模糊逻辑系统处理不确定非线性问题。采用Nussbaum增益技术和一种新的故障补偿机制来处理执行器和传感器的故障。提出了一种开关阈值事件触发控制策略,保证了所有闭环信号都是有界的,同时排除了芝诺行为。最后,通过实际仿真验证了理论结果的正确性。
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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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