通过基于离散时超扭曲观测器的快速终端滑模方法实现工业机器人的干扰抑制位置跟踪控制

IF 1.7 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Transactions of the Institute of Measurement and Control Pub Date : 2024-04-20 DOI:10.1177/01423312241239714
Linyan Han, Jianliang Mao, Haibo Du, Yahui Gan, Shihua Li
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引用次数: 0

摘要

面对未建模的动力学和不可预测的外部干扰造成的系统不确定性,机器人位置控制要满足更高精度和更快节拍的高性能控制要求,对于焊接和激光切割任务等许多工业应用至关重要。本研究旨在通过一种有效、安全的控制方案来解决机器人机械手的精确、快速位置跟踪问题。具体来说,该方案中集成了离散时间超扭曲观测器(STO),用于估计动态前馈补偿部分的不确定动态(如未建模动态和外部干扰)。随后,离散时间快速终端滑模控制器(FTSMC)主导机器人控制,以保证位置跟踪误差的快速收敛。与其他离散时间滑模控制方法相比,所提出的方法的显著改进在于,它能够缓解类似颤振的问题,实现快速收敛,并提高滑模控制对不确定动态的鲁棒性。为了说明所提出的控制方案的有效性,我们在一个六自由度(6DoF)机器人操纵器上进行了几项实验。
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Disturbance-rejection position tracking control of industrial robots via a discrete-time super-twisting observer–based fast terminal sliding mode approach
Facing the system uncertainties caused by unmodeled dynamics and unpredictable external disturbances, the robot position control for meeting the high-performance control requirements on higher accuracy and faster beat is vital for many industrial applications, such as welding and laser cutting tasks. This work aims to cope with the problem of precise and fast position tracking for robot manipulators with an effective and safe control scheme. Specifically, a discrete-time super-twisting observer (STO) is integrated into the scheme to estimate the uncertain dynamics (e.g. unmodeled dynamics and external disturbances) in the feedforward compensation part of the dynamics. Subsequently, a discrete-time fast terminal sliding mode controller (FTSMC) dominates the robot control to guarantee fast convergence of the position tracking error. The significant improvement of the proposed method with respect to other discrete-time sliding mode control approaches lies in that it is capable of alleviating the chattering-like problem, achieving a fast convergence and improving the robustness of sliding mode control against uncertain dynamics. To illustrate the effectiveness of the presented control scheme, several experiments on a six degrees of freedom (6DoF) robot manipulator are provided.
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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.
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