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Design, analysis and modelling of a hybrid controller for serial robotic manipulators

机译:串行机器人操纵器混合控制器的设计,分析和建模

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When the end-effector of a robotic arm grasps different payload masses, the output of joint motion will vary. By using a model reference adaptive control approach, the payload variation effect can be solved. This paper describes the design for a hybrid controller for serial robotic manipulators by combining a PID controller and a model reference adaptive controller (MRAC) in order to further improve the accuracy and joint convergence speed performance. The convergence performance of the PID controller, the MRAC and the PID+MRAC hybrid controller for 1-DOF, 2-DOF and subsequently 3-DOF manipulators is compared. The comparison results show that the convergence speed and its performance for the MRAC and the PID+MRAC controllers is better than that of the PID controller, and the convergence performance for the hybrid control is better than that of the MRAC control.
机译:当机械臂的末端执行器抓取不同的有效负载质量时,关节运动的输出将发生变化。通过使用模型参考自适应控制方法,可以解决有效载荷变化的影响。本文通过结合PID控制器和模型参考自适应控制器(MRAC)来描述串行机器人机械手的混合控制器的设计,以进一步提高精度和联合收敛速度性能。比较了用于1-DOF,2-DOF和随后的3-DOF机械手的PID控制器,MRAC和PID + MRAC混合控制器的收敛性能。比较结果表明,MRAC和PID + MRAC控制器的收敛速度及其性能优于PID控制器,混合控制的收敛性能优于MRAC控制。

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