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Research on Feedforward Control Based on Robot Dynamics Parameters Identification

机译:基于机器人动力学参数辨识的前馈控制研究

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Accurate robot dynamics model can effectively improve the motion control performance of robot, and accurate dynamics parameters are the basis for establishing dynamics model. This paper discusses the parameter identification method of the tandem manipulator and the feedforward control scheme based on dynamics. First, we deduced the basic parameters of the first three joints of the UR5 manipulator, and identified the parameters through experimental sampling and calculation. Secondly, we established a feedforward control mechanism based on dynamics using the Simulink platform, and simulated and verified the feedforward control of the robot three-axis system. The experimental results show that the feedforward control scheme based on robot dynamics can effectively improve the error convergence performance, which proves the effectiveness of the method.
机译:准确的机器人动力学模型可以有效地提高机器人的运动控制性能,准确的动力学参数是建立动力学模型的基础。本文讨论了串联操纵器的参数辨识方法和基于动力学的前馈控制方案。首先,我们推导了UR5机械手的前三个关节的基本参数,并通过实验采样和计算确定了这些参数。其次,我们使用Simulink平台建立了基于动力学的前馈控制机制,并对机器人三轴系统的前馈控制进行了仿真和验证。实验结果表明,基于机器人动力学的前馈控制方案可以有效地提高误差收敛性能,证明了该方法的有效性。

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