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Optimization of dual-arm configurations for multiple object handling

机译:优化双臂配置以进行多对象处理

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This paper proposes a stability analysis criterion for the multiple objects handling operation of dual arm manipulator to make optimal postures. When the dual-arm manipulator grasps a fixed object to carry it to a desired location, the dual-arm manipulator should hold the object stably and efficiently without losing the control. As a performance evaluation parameter, joint torque data from current sensors are utilized. From the current information, torque and power consumption in each joint are estimated. In this paper an optimal posture for an unstructured object is defined by a cost function formed by three factors: the holding forces, manipulability measure, and the power consumption. For the stable grasp, the forces of the dual-arm manipulators and the gravity force need to be well-balanced to make it minimum. The grasping force to the object is computed by using the pointing vector to the object and the joint torque. Manipulability measure which implies how efficiently the dual -arm manipulator can move the holding object together, can be represented by the intersection of the two manipulability ellipsoids for the left and right arms. Effectiveness of the proposed algorithm has been verified through the real experiments.
机译:针对双臂机械手的多物体操纵操作提出了一种稳定的分析标准,以使其达到最佳姿势。当双臂机械手抓住固定物体将其搬运到所需位置时,双臂机械手应稳定,有效地握住物体,而又不会失去控制。作为性能评估参数,使用了来自电流传感器的联合扭矩数据。根据当前信息,估算每个关节的扭矩和功耗。在本文中,非结构化物体的最佳姿态由成本函数定义,成本函数由三个因素组成:保持力,可操作性度量和功耗。为了稳定地抓握,需要平衡双臂机械手的力和重力以使其最小。通过使用指向对象的指向向量和关节扭矩来计算对对象的抓取力。表示双臂机械手如何有效地将保持对象移动到一起的可操作性度量可以通过左右手臂的两个可操作椭圆体的交点来表示。通过实际实验验证了所提算法的有效性。

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