基于扰动观测器的多柔性机械臂边界自适应事件触发一致控制

IF 11.9 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Wei Zhao;Xiangqian Yao;Yu Liu
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引用次数: 0

摘要

本文研究了具有时变边界扰动的多单连杆柔性机械臂的事件触发一致控制方法。通过设计基于切换阈值的事件触发机制,控制器只有在满足触发条件后才会更新,避免了网络资源的浪费。在局部通信条件下,构造了一个有限时间分布式观测器来估计柔性机械臂的领导状态。应用模糊逻辑系统识别未建模的动力学。干扰观测器被设计用来估计由干扰和估计误差组成的混合扰动。此外,该控制方法能保证闭环系统中所有信号都是有界的,能抑制各柔性机械手的弹性挠度,实现角度的一致控制,避免了芝诺行为。最后,通过数值算例验证了所提理论的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Disturbance Observer-Based Boundary Adaptive Event-Triggered Consensus Control of Multiple Flexible Manipulators
In this article, we investigate the event-triggered consensus control approaches for multiple single-link flexible manipulators formulated by partial differential equations with time-varying boundary disturbances. By designing an event triggering mechanism based on switching thresholds, the controller can only be updated after the trigger conditions are met, thereby avoiding the waste of network resources. Under local communication conditions, a finite-time distributed observer is constructed to estimate the leader state of a flexible manipulator. Fuzzy logic systems are applied to identify unmodeled dynamics. Disturbance observers are designed to estimate mixed perturbations consisting of disturbances and estimation errors. Moreover, the proposed control method can ensure that all signals in the closed-loop system are bounded, the elastic deflection of each flexible manipulator can be suppressed, the angle achieves consensus control, and Zeno behavior is avoided. Finally, the feasibility of the proposed theory is verified by numerical examples.
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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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