• CN:11-2187/TH
  • ISSN:0577-6686

›› 2001, Vol. 37 ›› Issue (5): 60-63.

• 论文 • 上一篇    下一篇

面向激光加工的自适应测量和神经网络方法

张省 虞钢   

  1. 中国科学院力学研究所
  • 发布日期:2001-05-15

ADAPTIVE MEASURE AND ARTIFICIAL NEURAL NETWORKS METHOD ORIENTED TO LASER MACHINING

Zhang Sheng;Yu Gang   

  1. Institute of Mechanics, CAS
  • Published:2001-05-15

摘要: 基于测控与激光加工一体化装备,在自适应测量的过程中不仅得到测点的位置,还得到测点的姿态。利用测量所得到的位姿数据训练神经网络,并由神经网络直接生成加工轨迹数据。这种方法,不涉及CAX过程,使测量和加工紧密结合,并且具有智能特性。

关键词: 激光加工, 神经网络, 自适应测量

Abstract: Based on the existing integrated measure/control/laser processing equipment, not only position of measured points but also posture of theses points may be obtained via adaptive measuring. Data with position and posture information can be used to train the neural networks comprehensively, then to produce track data for laser materials processing, This method brings measure and machine more closely, and CAX processes may be avoided, therefore it is more intelligent.

Key words: Adaptive measure, Laser machining, Neural networks

中图分类号: