首页> 外文期刊>Mechanical systems and signal processing >Tight butt joint weld detection based on optical flow and particle filtering of magneto-optical imaging
【24h】

Tight butt joint weld detection based on optical flow and particle filtering of magneto-optical imaging

机译:基于磁光成像的光流和粒子滤波的紧密对接焊缝检测

获取原文
获取原文并翻译 | 示例
           

摘要

It is a challenge to detect the weld position during tight butt joint laser welding in that the tight butt joint is non-grooved and invisible. This paper proposes a novel method for tight butt joint weld detection based on magneto optical imaging. Two pieces of weldment were magnetized by an electromagnet so that they could show magnetic N and S polarity respectively. When a polarized light was projected on a magneto-optical film, it would deflect due to magneto-optical effect. In accordance with magneto field distribution, an image formed on the visual sensor. A transition zone of magnetic field distribution which corresponded to the butt joint could be shown in a magneto optical image of weldment. Variation features of magnetic field distribution were obtained by using image sequence optical flow method, and a particle filter was integrated to make an accurate prediction on weld position. Weld position was obtained by calculating the maximum value of optical flow intensity in the vertical direction, and a particle filter was used to realize the accurate prediction on weld position. Experimental results showed that the proposed method was effective in detection of weld and realizing weld seam tracking.
机译:在紧密对接激光焊接过程中检测焊接位置是一个挑战,因为紧密对接是无凹槽且不可见的。提出了一种基于磁光成像技术的紧密对接焊缝检测新方法。两块焊件被电磁铁磁化,从而分别显示出N和S的磁性。当偏振光投射到磁光膜上时,由于磁光效应,偏振光会偏转。根据磁场分布,在视觉传感器上形成图像。对应于对接接头的磁场分布过渡区可以显示在焊件的磁光图像中。利用图像序列光流法获得了磁场分布的变化特征,并集成了粒子滤波器,对焊接位置进行了准确的预测。通过计算垂直方向上光流强度的最大值来获得焊接位置,并使用粒子滤波器实现对焊接位置的准确预测。实验结果表明,该方法可有效检测焊缝,实现焊缝跟踪。

著录项

  • 来源
    《Mechanical systems and signal processing》 |2017年第11期|16-30|共15页
  • 作者单位

    School of Electromechanical Engineering, Guangdong University of Technology, No. 100 West Waihuan Road, Higher Education Mega Center, Panyu District, Guangzhou 510006, China;

    School of Electromechanical Engineering, Guangdong University of Technology, No. 100 West Waihuan Road, Higher Education Mega Center, Panyu District, Guangzhou 510006, China;

    School of Electromechanical Engineering, Guangdong University of Technology, No. 100 West Waihuan Road, Higher Education Mega Center, Panyu District, Guangzhou 510006, China;

    School of Electromechanical Engineering, Guangdong University of Technology, No. 100 West Waihuan Road, Higher Education Mega Center, Panyu District, Guangzhou 510006, China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Tight butt joint weld; Magneto-optical image; Optical flow method; Particle filter;

    机译:紧密对接焊缝;磁光图像;光流法;粒子过滤器;

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号