Part grasping for automated disassembly

被引:4
|
作者
Fernandez, Cesar [1 ]
Reinoso, Oscar
Vicente, M. Asuncion
Aracil, Rafael
机构
[1] Miguel Hernandez Univ, Ind Syst Engn Dept, Elche, Spain
[2] Univ Politecn Madrid, DISAM, Madrid, Spain
关键词
decision trees; disassembly; machine learning; robot grasping;
D O I
10.1007/s00170-005-0054-5
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A robot grasp synthesis algorithm for automated disassembly is presented. The goal is to select grasping points in each part to be disassembled so that a previously planned disassembly sequence can be performed holding the parts firmly and avoiding collisions. The algorithm is structured in five steps in order to make it general enough to cope with different robot grippers and different geometrical data (2D or 3D). The system is learning based, and behaviour rules are automatically extracted from grasping examples given by the user, using mainly decision trees and nearest neighbour techniques. Some simulation experiments have been carried out and results with a two fingered robot gripper are presented.
引用
收藏
页码:540 / 553
页数:14
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