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Inverse kinematic analysis of 4 DOF pick and place arm robot manipulator using fuzzy logic controller

机译:采用模糊逻辑控制器的4 DOF拾取和放置ARM机器人机械手的反向运动分析

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The arm robot manipulator is suitable for substituting humans working in tomato plantation to ensure tomatoes are handled efficiently. The best design for this robot is four links with robust flexibility in x, y, and z-coordinates axis. Inverse kinematics and fuzzy logic controller (FLC) application are for precise and smooth motion. Inverse kinematics designs the most efficient position and motion of the arm robot by adjusting mechanical parameters. The FLC utilizes data input from the sensors to set the right position and motion of the end-effector. The predicted parameters are compared with experimental results to show the effectiveness of the proposed design and method. The position errors (in x, y, and z-axis) are 0.1%, 0.1%, and 0.04%. The rotation errors of each robot links (θ1, θ2, and θ3) are 0%, 0.7% and 0.3%. The FLC provides the suitable angle of the servo motor (θ4) responsible in gripper motion, and the experimental results correspond to FLC’s rules-based as the input to the gripper motion system. This setup is essential to avoid excessive force or miss-placed position that can damage tomatoes. The arm robot manipulator discussed in this study is a pick and place robot to move the harvested tomatoes to a packing system.
机译:ARM机器人机械手适合替代在番茄种植园中工作的人类,以确保番茄有效处理。该机器人的最佳设计是四个链路,具有X,Y和Z坐标轴的鲁棒灵活性。反向运动学和模糊逻辑控制器(FLC)应用是精确和平滑的运动。逆运动学通过调整机械参数设计ARM机器人最有效的位置和运动。 FLC利用来自传感器的数据输入来设置末端执行器的正确位置和运动。将预测的参数与实验结果进行比较,以显示所提出的设计和方法的有效性。位置误差(X,Y和Z轴)为0.1%,0.1%和0.04%。每个机器人链路(θ1,θ2和θ3)的旋转误差为0%,0.7%和0.3%。 FLC提供负责夹持运动负责的伺服电动机(θ4)的合适角度,实验结果对应于FLC的基于规则作为夹持器运动系统的输入。此设置对于避免可能损坏西红柿的过度力或​​错过的位置是必不可少的。本研究中讨论的ARM机器人操纵器是一个挑选机器人,将收获的西红柿移动到包装系统。

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