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Redundancy coordination of multiple robotic devices for welding through genetic algorithm*

机译:通过遗传算法对多个机器人焊接设备进行冗余协调*

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In this paper we consider the problem of coordinating multiple motion devices for welding. We focus on the problem of coordinating a three-axis positioning table and a six-axis manipulator. The problem is complex as there are nine axes involved and a number of permutations are possible which achieve the same movements of the weld torch. The system is redundant and the robot has singular configurations. As a result, manual programming of the robot system is rather difficult to complete. Our approach to the coordination problem is based on a subdivision of tasks. The welding table is coordinated to align the weld point surface to be anti-parallel to the gravity direction. The six-axis robot is constrained to move the weld torch along the weld trajectory. Robot coordination is achieved by placing the positioning table in a good maneuverability position, i.e. far from its singular config- urations and far from the motion limits of the six-axis arm and the motion limits of the track. While considering multiple criteria, including the welding orientation, a Genetic Algorithm was employed to globally optimize six relevant redundant degrees of the multiple robotic system for welding. The joint angles of the arm were generated by inverse kinematics. Our method of redundancy coordination is superior to pseudo-inverse techniques, for it is more global and accurate.
机译:在本文中,我们考虑了用于焊接的多个运动装置的协调问题。我们专注于协调三轴定位台和六轴机械手的问题。这个问题很复杂,因为涉及到九个轴,并且可能有许多排列,这些排列可以实现焊炬的相同运动。该系统是冗余的,并且机器人具有单个配置。结果,很难完成机器人系统的手动编程。我们针对协调问题的方法是基于任务的细分。焊接台经过协调,以使焊接点表面与重力方向反平行。六轴机器人受约束使焊炬沿焊接轨迹移动。通过将定位台放置在良好的可操纵性位置,即远离其单一配置,并且远离六轴臂的运动极限和轨道的运动极限,可以实现机器人的协调。在考虑多个标准(包括焊接方向)时,采用了遗传算法来全局优化用于焊接的多机器人系统的六个相关冗余度。手臂的关节角度是通过逆运动学生成的。我们的冗余协调方法优于伪逆技术,因为它更具全局性和准确性。

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