{"title":"Disturbance Observer-Based Boundary Adaptive Event-Triggered Consensus Control of Multiple Flexible Manipulators","authors":"Wei Zhao;Xiangqian Yao;Yu Liu","doi":"10.1109/TFUZZ.2024.3489719","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":13212,"journal":{"name":"IEEE Transactions on Fuzzy Systems","volume":"33 2","pages":"799-809"},"PeriodicalIF":10.7000,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Fuzzy Systems","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10856366/","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE","Score":null,"Total":0}
引用次数: 0
Abstract
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.
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.