DocumentCode
651178
Title
Iterative measurement for precise welding plane detection
Author
Sungmin Lee ; Jaebyung Park
Author_Institution
Div. of Electron. Eng., Chonbuk Nat. Univ., Jeonju, South Korea
fYear
2013
fDate
Oct. 30 2013-Nov. 2 2013
Firstpage
711
Lastpage
712
Abstract
This paper proposes the iterative measurement method for precise welding plane detection for automatic welding robots based on the principal component analysis (PCA). The robot has the laser scanner on its wrist and can detect many points on the plane by rotational motion of the wrist. By applying the PCA method to the detected points, the plane equation of the welding plane can be obtained. Since the plane is most accurately detected when the normal vector of the plane is parallel with the central axis of the laser scanner, the manipulator is iteratively controlled to align the central axis parallel with the normal vector. According to the iterative measurement process, the precise plane equation can be obtained. For verifying the proposed method, the experiments with the prototype of the rotational laser scanner are carried out.
Keywords
manipulators; optical scanners; principal component analysis; robotic welding; PCA method; automatic welding robots; iterative measurement process; laser scanner; manipulator; precise welding plane detection; principal component analysis; wrist rotational motion; Iterative measurement; plane detection; principal component analysis (PCA); welding robot;
fLanguage
English
Publisher
ieee
Conference_Titel
Ubiquitous Robots and Ambient Intelligence (URAI), 2013 10th International Conference on
Conference_Location
Jeju
Print_ISBN
978-1-4799-1195-0
Type
conf
DOI
10.1109/URAI.2013.6677431
Filename
6677431
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