两关节柔性机械臂的鲁棒有限时间控制方法

Yijiang Wu, Jia You, Zhicong Dong, Huibin Zhou, Mengxin Shi
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引用次数: 0

摘要

双关节柔性机械臂本身存在一些问题,经典的PID控制方法存在收敛速度慢的缺陷。因此,针对经典PID控制方法在双关节柔性机械臂控制问题中收敛速度慢的缺陷,提出了一种鲁棒有限时间控制方法。设计了一种具有快速收敛特性的两级有限时间滑模曲面,使机械手在系统状态远离平衡点时匀速运动,设计了分数阶反馈,在系统状态接近平衡点时实现有限时间控制,从而在全控制过程中保持了系统的快速收敛速度。针对控制过程中存在的柔性振动、外部干扰、模型不确定性等干扰问题,设计了改进的符号函数项来抑制这些干扰,避免平衡点附近的高频振荡,并进一步设计了鲁棒控制器来实现扰动条件下系统状态的收敛。通过Lyapunov稳定性理论、数值仿真和物理仿真对所提方法进行了验证,实验结果表明,所提鲁棒有限时间控制方法较经典PID方法收敛速度提高50%以上,实现了快速、稳定、精确的控制目标。
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A Robust Finite-Time Control Method for Two-Joint Flexible Manipulator
There are some problems with the double-joint flexible robotic manipulator itself, and the classic PID control method has the defect of slow convergence rate. Therefore, in order to deal with the defect of slow convergence rate of classical PID control methods in the control problem of dual-joint flexible manipulators, a robust finite-time control method is proposed. A two-stage finite-time sliding mode surface with fast convergence characteristics is designed, which the manipulator moves at a uniform speed when the system state is far from the equilibrium point, and the fractional-order feedback is designed to achieve finite-time control when the system state is approaching the equilibrium point, thereby maintaining a fast convergence rate of the system during the full control process. Aiming at the disturbance problems such as flexible vibration, external disturbance, and model uncertainty in the control process, an improved sign function term is designed to suppress them and avoid high-frequency oscillations near the equilibrium point, and a robust controller is further designed to achieve the convergence of the system state under disturbance conditions. The proposed method is verified by Lyapunov stability theory, numerical simulation and physical simulation, and the experimental results show that the proposed robust finite-time control method improves the convergence rate by more than 50% compared with the classical PID method, and achieves fast, stable and precise control objectives.
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