直角坐标机器人位置控制PID控制器的鲁棒性实验评价

P. Madani, M. Mobaraki, S. Jahromi, V. Fakhari
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引用次数: 0

摘要

比例-积分-导数(PID)控制器是机器人中最有效的位置控制方法之一。研究了一种具有三移动关节的直角机器人的设计、制造和控制问题。首先考虑机器人的设计,分为概念设计和细节设计两个步骤。在概念设计中,对于水平轴,考虑到精度和成本,选择皮带和皮带轮作为适当的方式将旋转运动转化为线性运动。垂直轴对精度和自锁特性要求较高,采用螺母和螺钉。在详细设计中,确定了机器人的材料、尺寸和技术特点。此外,由于步进电机具有精度高的优点,可以用作作动器。在完成机器人各部件的制造和装配后,设计并实验实现了PID控制器对末端执行器位置的控制。在控制器的设计过程中,研究了PID系数的影响。实验验证了该控制器在存在干扰、传感器噪声和质量不确定性的情况下的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Experiental Robustness Evaluation of PID Controller for Position Control of a Cartesian Robot
Proportional-integral-derivative (PID) controller is one of the most efficient schemes to control the position in robotics. In this paper, the design, manufacture, and control of a Cartesian robot with three prismatic joints are investigated. At first, the design of the robot is considered, which is divided into conceptual and detailed steps. In conceptual design, for horizontal axes, considering precision and cost, belt and pulley are chosen as an appropriate means to transfer rotational movement into linear. For the vertical axis, which needs more precision and self-locking feature, nut and screw are utilized. In detailed design, material, dimensions and technical features of the robot are determined. Moreover, as stepper motors have the advantage of high precision, they are used as actuators. After manufacturing and assembling the parts of the robot, a PID controller is designed and experimentally implemented to control the position of the end-effector. In design process of the controller, the effect of PID coefficients is studied. The controller is experimentally implemented for the robot and its robustness is evaluated in the presence of disturbance, sensor noise and mass uncertainty.
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