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A Vision Based Detection Method for Narrow Butt Joints and a Robotic Seam Tracking System
- Source :
- Sensors, Vol 19, Iss 5, p 1144 (2019), Sensors (Basel, Switzerland), Sensors, Volume 19, Issue 5
- Publication Year :
- 2019
- Publisher :
- MDPI AG, 2019.
-
Abstract
- Automatic joint detection is of vital importance for the teaching of robots before welding and the seam tracking during welding. For narrow butt joints, the traditional structured light method may be ineffective, and many existing detection methods designed for narrow butt joints can only detect their 2D position. However, for butt joints with narrow gaps and 3D trajectories, their 3D position and orientation of the workpiece surface are required. In this paper, a vision based detection method for narrow butt joints is proposed. A crosshair laser is projected onto the workpiece surface and an auxiliary light source is used to illuminate the workpiece surface continuously. Then, images with an appropriate grayscale distribution are grabbed with the auto exposure function of the camera. The 3D position of the joint and the normal vector of the workpiece surface are calculated by the combination of the 2D and 3D information in the images. In addition, the detection method is applied in a robotic seam tracking system for GTAW (gas tungsten arc welding). Different filtering methods are used to smooth the detection results, and compared with the moving average method, the Kalman filter can reduce the dithering of the robot and improve the tracking accuracy significantly.
- Subjects :
- 0209 industrial biotechnology
Computer science
02 engineering and technology
Welding
robotic welding
Tracking (particle physics)
lcsh:Chemical technology
01 natural sciences
Biochemistry
Article
Analytical Chemistry
law.invention
Robot welding
020901 industrial engineering & automation
law
seam tracking
Computer vision
lcsh:TP1-1185
Electrical and Electronic Engineering
visual detection
Instrumentation
GTAW
business.industry
Orientation (computer vision)
Gas tungsten arc welding
010401 analytical chemistry
Tracking system
Atomic and Molecular Physics, and Optics
0104 chemical sciences
narrow butt joint
Butt joint
Artificial intelligence
business
Structured light
Subjects
Details
- Language :
- English
- ISSN :
- 14248220
- Volume :
- 19
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- Sensors
- Accession number :
- edsair.doi.dedup.....12e8c80f4bff2291f3e2a0a9dfa7e917