郭东明

个人信息Personal Information

教授

博士生导师

硕士生导师

性别:男

毕业院校:大连理工大学

学位:博士

所在单位:机械工程学院

电子邮箱:guodm@dlut.edu.cn

扫描关注

论文成果

当前位置: 中文主页 >> 科学研究 >> 论文成果

Virtual grid and BPNN based collision avoidance control of automatic fixture system

点击次数:

论文类型:期刊论文

发表时间:2018-03-01

发表刊物:INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

收录刊物:SCIE、EI

卷号:95

期号:5-8

页面范围:2843-2853

ISSN号:0268-3768

关键字:Fixture; Multi-point clamping; Control; Machine tool; Collision avoidance

摘要:In order to solve the motion collision between the cutter and clamping points, a multi-point fixture system is proposed, which is designed for the aircraft beams frame parts. This system is developed in modularization and the control is independent of the CNC system for practical universality in different situations. A simple, real-time and accurate detection method of cutter position is proposed by three laser sensors and special detection planes. The potential clamping modules that may collide with the cutter are found out fast by the virtual grid net method. Then the clamping modules are judged and controlled by the proposed collision model and BPNN methods. The validity of the proposed control method and fixture system is verified by the machining experiments, and the machining efficiency is improved by about 38.8% compared to the manual fixture.