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Robust Control Design for the Accurate Trajectory Tracking of Multi Degree of Freedom Robot Manipulator

机译:用于多程度自由机器人操纵器的精确轨迹跟踪的鲁棒控制设计

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In this research, new robust control has been designed for the position control of five DOF robot manipulators. It is a tedious job to derive the exact mathematical model of a multi DOF robot manipulator. Therefore integral sliding mode control (ISMC) has been used for the trajectory tracking control. ISMC is robust against parametric uncertainties, and external disturbance meanwhile the implementation of the ISMC does not require the mathematical model of the system. To compensate system uncertainties, dynamics, and external disturbance high magnitude of switching gain has been required. This high gain cause chattering in control input which is not feasible for the real system. In this research, the requirement is to reduce the tracking error as much as possible therefore a nonlinear extended state observer (ESO) has been integrated with ISMC to improve the tracking error and reduce the chattering from the control input. ESO estimates the system state and the perturbation. This estimated perturbation consists of system uncertainties, model and unmodeled dynamics, and external disturbance. The proposed scheme has been implemented on MATLAB/ Simulink and the result has been compared with existing ISMC. It has been observed that the tracking error of each joint of the proposed scheme is smaller than the existing one.
机译:在本研究中,设计了新的强大控制,专为五个DOF机器人机械手的位置控制而设计。派生多DOF机器人机械手的确切数学模型是一种繁琐的工作。因此,整体滑动模式控制(ISMC)已被用于轨迹跟踪控制。 ISMC对参数不确定性的鲁棒性,与外部干扰同时,ISMC的实现不需要系统的数学模型。为了补偿系统的不确定性,动力学和外部干扰,需要高度的开关增益。这种高增益导致控制输入中的抖动,这对于真实系统来说是不可行的。在本研究中,要求是尽可能地降低跟踪误差,因此非线性扩展状态观察者(ESO)已与ISMC集成,以改善跟踪误差并从控制输入中减少抖动。 ESO估计系统状态和扰动。这种估计的扰动包括系统不确定性,模型和未拼接的动态和外部干扰。该方案已经在Matlab / Simulink上实施,结果与现有的ISMC进行了比较。已经观察到所提出的方案的每个关节的跟踪误差小于现有的。

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