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Quasi-minimum time trajectory planning of electromagnetic attraction transfer robot arm using PTP motions

机译:基于PTP动作的电磁吸引力传递机器人手臂的拟最小时间轨迹规划

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摘要

In this study, the quasi-minimum time trajectory planning method for the electromagnetic attraction transfer control of a magnetic object by use of a two-joint robot arm with an electromagnetic attraction hand is proposed. In the quasi-minimum time trajectory planning, the trajectory polynomial expression is derived by using the boundary and continuous conditions of joint angle, joint angle velocity, and the trajectory is expressed using three genes of genetic algorithm. Then, using three genes and the genetic algorithm and defining the fitness function for the quasi-minimum time trajectory, the quasi-minimum time trajectory planning algorithm is constructed. The fitness function is defined using two constraint conditions for the allowable maximum moment applied to the magnetic object and allowable rated DC motor torque. Furthermore, the numerical calculations and the experiments are demonstrated, and the usefulness of the present quasi-minimum time trajectory planning method is confirmed.
机译:本研究提出了一种准两极时间轨迹规划方法,该方法通过使用具有电磁吸引力的两关节机器人手臂来控制磁性物体的电磁吸引力。在准最小时间轨迹规划中,利用关节角,关节角速度的边界和连续条件推导轨迹多项式,并使用遗传算法的三个基因表达轨迹。然后,使用三个基因和遗传算法,定义拟最小时间轨迹的适应度函数,构造拟最小时间轨迹规划算法。适应性函数使用两个约束条件定义,分别适用于施加到磁性物体的最大允许力矩和直流电动机的额定额定转矩。此外,通过数值计算和实验,证明了该准最小时间轨迹规划方法的实用性。

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