基于扩展状态观测器的移动机械手非奇异快速终端滑模改进

IF 1.7 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Transactions of the Institute of Measurement and Control Pub Date : 2023-07-28 DOI:10.1177/01423312231184513
Mhmed Algrnaodi, M. Saad, M. Saad, R. Fareh, Y. Kali
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引用次数: 1

摘要

本文采用鲁棒非奇异快速终端滑模(NFTSM)控制器来解决移动机械手(MM)在不确定性条件下的轨迹跟踪问题。NFTSM方法能够确保收敛速度,并提供良好的跟踪精度和对外部扰动和参数不确定性(总扰动)的鲁棒性。然而,NFTSM控制器需要高的不连续增益来抑制强扰动的影响,强扰动会导致稳态振动和控制律中的抖振。为了解决这些问题,针对[公式:见正文]-自由度(DoF)耦合MM,提出了一种基于扩展状态观测器的NFTSM技术。该方法旨在实时逼近和补偿不确定性。它还确保了对总扰动的鲁棒性、良好的收敛速度和良好的跟踪精度。并基于李雅普诺夫理论验证了所提控制的稳定性。在5自由度(5-DoF)MM上进行了实验工作,所得结果证明了所开发技术的有效性,并证明了闭环系统的稳定性。
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Extended state observer–based improved non-singular fast terminal sliding mode for mobile manipulators
The robust non-singular fast terminal sliding mode (NFTSM) controller is adopted in this work to solve the problem of tracking trajectory of a mobile manipulator (MM) suffering from uncertainties. The NFTSM method has the capability to ensure convergence rate and to provide good tracking accuracy and robustness against external perturbations and parameter uncertainties (total disturbances). However, the NFTSM controller needs high discontinuous gain to reject the effect of strong disturbances, which results in vibrations in the steady-state and chattering in the control law. To solve these issues, an extended state observer–based NFTSM technique is proposed for [Formula: see text]-degree of freedom (DoF) coupling MM. The proposed method is designed to approximate and compensate in real-time the uncertainties. It also ensures robustness against total disturbances, good convergence rate, and good tracking accuracy. The stability of the proposed control is also verified based on the Lyapunov theory. Experimental works are conducted on a 5-degree-of-freedom (5-DoF) MM where the results obtained demonstrate the effectiveness of the developed technique and prove the stability of the closed-loop system.
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来源期刊
CiteScore
4.10
自引率
16.70%
发文量
203
审稿时长
3.4 months
期刊介绍: Transactions of the Institute of Measurement and Control is a fully peer-reviewed international journal. The journal covers all areas of applications in instrumentation and control. Its scope encompasses cutting-edge research and development, education and industrial applications.
期刊最新文献
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