On-line quality inspection in laser blank welding using ART2 neural network
文献类型：期刊论文
| 作者 | Zou YY(邹媛媛) ; Zhao MY(赵明扬); Zhang L(张雷)
|
| 刊名 | China Welding
 |
| 出版日期 | 2006 |
| 卷号 | 15期号:4页码:51-54 |
| 关键词 | quality inspection laser blank welding neural network ART2 |
| ISSN号 | 1004-5341 |
| 产权排序 | 1 |
| 中文摘要 | Laser blank welding is becoming more and more important in the automotive industry and the quality of the weld is critical for a successful application.A fully automated solution is required to inspect the quality of the blanks.This paper presents a vision inspection system with a CMOS camera which uses ART2 network to inspect the defects on-line to obtain the geometry and the quality of the weld seam.The neural network ART2 has the capability of self-learning from the environment. It can distinguish the defects that have been learned before and give new outputs for new defects.So ART2 network is suitable for weld quality inspection in laser blank welding.Additionally,a CO_2 laser is used for the blank butt-welding. |
| 收录类别 | EI |
| 语种 | 英语 |
| 公开日期 | 2012-05-29 |
| 源URL | [http://ir.sia.cn/handle/173321/7555]  |
| 专题 | 沈阳自动化研究所_装备制造技术研究室 |
| 推荐引用方式 GB/T 7714 | Zou YY,Zhao MY,Zhang L. On-line quality inspection in laser blank welding using ART2 neural network[J]. China Welding,2006,15(4):51-54. |
| APA | Zou YY,Zhao MY,&Zhang L.(2006).On-line quality inspection in laser blank welding using ART2 neural network.China Welding,15(4),51-54. |
| MLA | Zou YY,et al."On-line quality inspection in laser blank welding using ART2 neural network".China Welding 15.4(2006):51-54. |
入库方式： OAI收割
来源：沈阳自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。