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A new multi-objective algorithm for under actuated robotic finger during grasping and pinching assignments

机译:欠驱动机器人手指抓取和夹持作业的多目标算法

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摘要

This study presents new kinematic and kinetic equations of grasping and pinching assignments, which have been derived to consider the angles for the ternary solid links of a three-phalanx linkage underactuated robotic finger mechanism. Numerical and experimental investigations are conducted. Numerically, eight design criteria are adopted for finding an optimal solution using a new multi-objective function algorithm (grasping stability percentage, forces of grasping, squeezing force, grasping assignment mimic function, transmission angle for grasping assignment, mimic function for pinching assignment, transmission angle for pinching assignment and pinching force). The gradient descent method, comprising three steps, is used to find the optimal geometric parameters. These parameters are modified to fabricate the prototype of the robotic finger. Experimentally, the three-phalanx linkage finger is adjusted via the addition of a DC motor at the second linkage coupler link, having four bars for length adjustment for performing the aspect of human finger through the grasping and pinching assignments. The results show that adding ternary solid links to the robotic finger enhances the grasping stability and assists the complete embrace of objects, particularly objects that are smaller than those for the same finger without ternary solid links. In addition, the results indicate that the pinching force enhancement is 7-25% with reduction of the objects' sizes, due to the ternary of solid links.
机译:这项研究提出了新的运动学和动力学方程的抓取和捏指派,这已经推导出考虑角度的三元实心链的三指节连杆欠驱动机器人手指机制。进行了数值和实验研究。在数值上,采用了八个设计准则,使用一种新的多目标函数算法(抓取稳定性百分比、抓取力、挤压力、抓取分配模拟函数、抓取分配传输角、捏取分配模拟函数、捏取分配传输角和捏取力)来寻找最优解。梯度下降法分为三步,用于寻找最佳几何参数。修改这些参数以制作机器人手指的原型。在实验上,通过在第二个连杆连杆上添加一个直流电机来调整三个指骨连杆手指,该连杆具有四个用于长度调整的杆,用于通过抓取和挤压任务执行人类手指的形状。结果表明,在机器人手指上添加三元实体连杆可以提高抓取稳定性,并有助于完全拥抱物体,尤其是比没有三元实体连杆的同一手指更小的物体。此外,结果表明,由于固体链节的三元性,随着物体尺寸的减小,挤压力提高了7-25%。

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