Robotic Grasping and Alignment for Small Size Components Assembly Based on Visual Servoing
Ma, Yanqin1,2,3; Liu, Xilong1,2; Zhang, Juan3; Xu, De1,2; Zhang, Dapeng1,2; Wu, Wenrong3
刊名International Journal of Advanced Manufacturing Technology.
2020
卷号2020期号:106页码:4827-4843
关键词Grasping Alignment Monocular vision guidance Position offset compensation Visual servoing Robotic assembly
英文摘要

A robotic assembly system for small components precision assembly is designed, which mainly comprises an industrial robot, three cameras, and a force sensor. The industrial robot is employed to conduct two classic assembly subtasks, i.e., grasping and pose alignment. An automatic grasping method with monocular vision guidance is proposed. The grasping strategy consists of three stages, i.e., aligning, approaching, and grasping, and picks up components with high efficiency. Moreover, a coordinated pose alignment strategy with two eye-to-hand microscopic cameras is developed. It can realize pose alignment efficiently and accurately. Besides, based on differential movement principle, the position offset due to the endeffector’s orientation adjustment is calculated and compensated, which avoids the grasped component out of the microscopic cameras’field of view. Finally, a series of grasping and pose alignment experiments are conducted on designed robotic precision assembly system to verify the effectiveness of the proposed grasping and pose alignment methods. The grasping success rate is up to 100% with 30 times experiments, the orientation alignment error is less than 0.05◦, and the position alignment error is less than 26 μm.
 

语种英语
内容类型期刊论文
源URL[http://ir.ia.ac.cn/handle/173211/39121]  
专题精密感知与控制研究中心_精密感知与控制
通讯作者Xu, De
作者单位1.School of Artificial Intelligence, University of Chinese
2.Research Center of Precision Sensing and Control, Institute
3.esearch Center of Laser Fusion, China Academy
推荐引用方式
GB/T 7714
Ma, Yanqin,Liu, Xilong,Zhang, Juan,et al. Robotic Grasping and Alignment for Small Size Components Assembly Based on Visual Servoing[J]. International Journal of Advanced Manufacturing Technology.,2020,2020(106):4827-4843.
APA Ma, Yanqin,Liu, Xilong,Zhang, Juan,Xu, De,Zhang, Dapeng,&Wu, Wenrong.(2020).Robotic Grasping and Alignment for Small Size Components Assembly Based on Visual Servoing.International Journal of Advanced Manufacturing Technology.,2020(106),4827-4843.
MLA Ma, Yanqin,et al."Robotic Grasping and Alignment for Small Size Components Assembly Based on Visual Servoing".International Journal of Advanced Manufacturing Technology. 2020.106(2020):4827-4843.
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