在存在扰动的情况下,利用超扭曲快速有限时间非矢量终端滑动模式控制实现 3-DOF 机械臂的鲁棒轨迹跟踪

Mousa Alizadeh, Mohammad Hossein Samaei, Mahdi Vahid Estakhri, Hamidreza Momeni, Mohammad TH Beheshti
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引用次数: 0

摘要

大量研究集中于提高机械臂的效率和稳定性。滑模控制(SMC)因其鲁棒性和简便性而常用于工业机器人。然而,SMC 方法也面临着一些挑战,如颤振和收敛速度慢,从而影响跟踪精度。为解决这些问题,本文提出了一种适用于 3-DOF 机械臂的新型超扭曲快速非畸变终端滑动模式控制(ST-FNTSMC)策略。所提出的方法大大提高了轨迹跟踪精度、鲁棒性和收敛时间,并消除了颤振。在存在模型失配和外部干扰的情况下,对所提出的控制器进行了测试。超扭曲方法避免了颤振效应,提高了对扰动的鲁棒性。两个 Lyapunov 函数确保了封闭系统的稳定性和有限时间收敛性。所设计的 ST-FNTSMC 控制器是通过智能机器人操纵器实时实现的。将其性能与其他滑模控制器进行了比较,如传统的 PID 滑模控制(PID-SMC)、非矢量终端滑模控制(NTSMC)和快速非矢量终端滑模控制(FNTSMC)。实验结果表明,所提出的控制器性能优越,能有效提高工业机器人的效率和稳定性。
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Robust trajectory tracking of a 3-DOF robotic arm using a Super-Twisting Fast finite time Non-singular Terminal Sliding Mode Control in the presence of perturbations
Extensive research has focused on enhancing the efficiency and stability of robotic arms. Sliding mode control (SMC) is commonly used in industrial robots due to its robustness and simplicity. However, SMC approaches have challenges such as chattering and slow convergence rates which can compromise tracking accuracy. To address these issues, this paper proposes a novel Super-Twisting Fast Non-singular Terminal Sliding Mode Control (ST-FNTSMC) strategy for a 3-DOF arm robot. The proposed approach significantly improves trajectory tracking accuracy, robustness, and convergence time and eliminates chattering. The proposed controller was tested in the presence of model mismatches and external disturbances. The super-twisting methodology avoided chattering effects and increased robustness against perturbations. Two Lyapunov functions ensure closed system stability and finite-time convergence. The designed ST-FNTSMC controller is implemented in real-time using a Smart Man Robot manipulator. Its performance is compared to other sliding mode controllers, such as conventional PID Sliding Mode Control (PID-SMC), Non-singular Terminal Sliding Mode Control (NTSMC), and Fast Non-singular Terminal Sliding Mode Control (FNTSMC). Experimental results demonstrate the superior performance of the proposed controller, highlighting its effectiveness in improving the efficiency and stability of industrial robots.
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来源期刊
CiteScore
3.50
自引率
18.80%
发文量
99
审稿时长
4.2 months
期刊介绍: Systems and control studies provide a unifying framework for a wide range of engineering disciplines and industrial applications. The Journal of Systems and Control Engineering refleSystems and control studies provide a unifying framework for a wide range of engineering disciplines and industrial applications. The Journal of Systems and Control Engineering reflects this diversity by giving prominence to experimental application and industrial studies. "It is clear from the feedback we receive that the Journal is now recognised as one of the leaders in its field. We are particularly interested in highlighting experimental applications and industrial studies, but also new theoretical developments which are likely to provide the foundation for future applications. In 2009, we launched a new Series of "Forward Look" papers written by leading researchers and practitioners. These short articles are intended to be provocative and help to set the agenda for future developments. We continue to strive for fast decision times and minimum delays in the production processes." Professor Cliff Burrows - University of Bath, UK This journal is a member of the Committee on Publication Ethics (COPE).cts this diversity by giving prominence to experimental application and industrial studies.
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