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The full penetration hole as a stochastic process: Controlling penetration depth in keyhole laser-welding processes

 
: Blug, A.; Abt, F.; Nicolosi, L.; Heider, A.; Weber, R.; Carl, D.; Höfler, H.; Tetzlaff, R.

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Applied Physics. B 108 (2012), No.1, pp.97-107
ISSN: 0340-3793
ISSN: 0721-7269
ISSN: 0946-2171
ISSN: 1432-0649
English
Journal Article
Fraunhofer IPM ()
laser welding; process control; CNN

Abstract
Although laser-welding processes are frequently used in industrial production the quality control of these processes is not satisfactory yet. Until recently, the full penetration hole was presumed as an image feature which appears when the keyhole opens at the bottom of the work piece. Therefore it was used as an indicator for full penetration only. We used a novel camera based on cellular neural networks which enables measurements at frame rates up to 14 kHz. The results show that the occurrence of the full penetration hole can be described as a stochastic process. The probability to observe it increases near the full penetration state. In overlap joints, a very similar image feature appears when the penetration depth reaches the gap between the sheets. This stochastic process is expl oited by a closed-loop system which controls penetration depth near the bottom of the work piece (full penetration) or near the gap in overlap joints (partial penetration). It guides the welding process at the minimum laser power necessary for the required penetration depth. As a result, defects like spatters are reduced considerably and the penetration depth becomes independent of process drifts such as feeding rate or pollution on protection glasses.

: http://publica.fraunhofer.de/documents/N-211456.html