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A machine vision approach to seam tracking in real-time in PAW of large-diameter stainless steel tube 被引量:1

A machine vision approach to seam tracking in real-time in PAW of large-diameter stainless steel tube
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摘要 Manual monitoring and seam tracking through watching weld pool images in real-time, by naked eyes or by industrial TV, are experience-depended, subjective, labor intensive, and sometimes biased. So it is necessary to realize the automation of computer-aided seam tracking. A PAW (plasma arc welding) seam tracking system was developed, which senses the molten pool and the seam in one frame by a vision sensor, and then detects the seam deviation to adjust the work piece motion adaptively to the seam position sensed by vision sensor. A novel molten pool area image-processing algorithm based on machine vision was proposed. The algorithm processes each image at the speed of 20 frames/second in real-time to extract three feature variables to get the seam deviation. It is proved experimentally that the algorithm is very fast and effective. Issues related to the algorithm are also discussed. Manual monitoring and seam tracking through watching weld pool images in real-time, by naked eyes or by industrial TV, are experience-depended, subjective, labor intensive, and sometimes biased. So it is necessary to realize the automation of computer-aided seam tracking. A PAW (plasma arc welding) seam tracking system was developed, which senses the molten pool and the seam in one frame by a vision sensor, and then detects the seam deviation to adjust the work piece motion adaptively to the seam position sensed by vision sensor. A novel molten pool area image-processing algorithm based on machine vision was proposed. The algorithm processes each image at the speed of 20 frames/second in real-time to extract three feature variables to get the seam deviation. It is proved experimentally that the algorithm is very fast and effective. Issues related to the algorithm are also discussed.
出处 《China Welding》 EI CAS 2004年第2期151-155,共5页 中国焊接(英文版)
关键词 ALGORITHM seam tracking image processing REAL-TIME machine vision plasma arc welding algorithm, seam tracking, image processing, real-time, machine vision, plasma arc welding
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参考文献4

  • 1Sweet L M.Sensor-based control systems for arc welding robots[].Robotics and Computer Integrated Manufacturing.1985
  • 2Wu Chuansong,Gao Jinqiang,Li Kehai.Vision-based sensing of weld pool geometry in pulsed welding[].International Journal for the Joining of Materials.1999
  • 3Zhang Y M,Kovacevic R.Real-time sensing of sag geometry during GTA welding[].Journal of Manufacturing Science and Engineering Transactions of the ASME.1997
  • 4Kovacevic R,Zhang Y M.Real-time image processing for monitoring of free weld pool surface[].Journal of Manufacturing Science and Engineering Transactions of the ASME.1997

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