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A Novel 3-D Path Extraction Method for Arc Welding Robot Based on Stereo Structured Light Sensor

机译:基于立体结构光传感器的弧焊机器人3-D路径提取新方法

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摘要

With the rapid development of computer vision and industrial technology, the requirements of the intelligent welding robots are increasing in the real industrial production. The traditional teaching-playback mode and the off-line programming mode cannot meet the automation demand and self-adaptive ability of welding robots. In order to improve the efficiency of welding robots, this paper proposes a novel 3-D path extraction method of weld seams based on a stereo-structured light sensor. Faced with the low efficiency of the line-structured light and the poor robustness of passive vision, the seam extraction based on a point cloud processing algorithm is proposed which could well adapt to the weld seams with different types and different groove sizes. Meanwhile, the position information and pose information of weld seam are established to serve 3-D path teaching of a welding robot. The experimental results show that the maximum path extraction error of V-type butt joint is less than 0.7 mm. The proposed scheme could well serve for the 3-D path teaching task before welding.
机译:随着计算机视觉和工业技术的飞速发展,实际工业生产中对智能焊接机器人的要求越来越高。传统的教学回放模式和离线编程模式无法满足焊接机器人的自动化需求和自适应能力。为了提高焊接机器人的效率,提出了一种基于立体结构光传感器的焊缝3-D路径提取新方法。面对线结构光效率低和被动视觉鲁棒性差的问题,提出了一种基于点云处理算法的焊缝提取方法,该方法可以很好地适应不同类型,不同坡口尺寸的焊缝。同时,建立焊缝的位置信息和姿势信息,以服务于焊接机器人的3-D路径示教。实验结果表明,V型对接接头的最大路径提取误差小于0.7mm。所提出的方案可以很好地满足焊接前的3D路径教学任务。

著录项

  • 来源
    《Sensors Journal, IEEE》 |2019年第2期|763-773|共11页
  • 作者单位

    State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China;

    State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China;

    State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China;

    State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China;

    State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China;

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

    Welding; Three-dimensional displays; Robot sensing systems; Service robots; Vision sensors;

    机译:焊接;三维显示器;机器人传感系统;服务机器人;视觉传感器;

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