In-Process Analysis of Melt Pool Fluctuations with Scanning Optical Coherence Tomography for Laser Welding of Copper for Quality Monitoring

被引:9
|
作者
Will, Thomas [1 ,2 ,3 ]
Jeron, Tobias [1 ]
Hoelbling, Claudio [3 ]
Mueller, Lars [3 ]
Schmidt, Michael [1 ,2 ]
机构
[1] Friedrich Alexander Univ Erlangen Nurnberg, Inst Photon Technol, D-91052 Erlangen, Germany
[2] Friedrich Alexander Univ Erlangen Nurnberg, Erlangen Grad Sch Adv Opt Technol SAOT, D-91052 Erlangen, Germany
[3] Vitesco Technol Germany GmbH, D-90411 Nurnberg, Germany
关键词
optical coherence tomography; interferometry; laser welding; copper; process monitoring; feature engineering; machine learning; quality monitoring; melt pool; EXTRACTION;
D O I
10.3390/mi13111937
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Optical coherence tomography (OCT) is an inline process monitoring technology for laser welding with various applications in the pre-, in-, and post-process. In-process monitoring with OCT focuses on the measurement of weld depth by the placement of a singular measurement beam into the keyhole. A laterally scanned measurement beam gives the opportunity to measure the keyhole and melt pool width. The processing region can be identified by separating higher signal intensities on the workpiece surface from lower signal intensities from the keyhole and the melt pool. In this work, we apply a scanned measurement beam for the identification of keyhole fluctuations. Different laser processing parameters are varied for laser welding of copper to evoke welds in the heat conduction regime, stable deep penetration welding, and unstable deep penetration welding. As keyhole instabilities can be related to the generation of spatter and other defects, we identified a feature for the classification of different weld statuses. In consequence, feedback can be given about possible defects which are originated in keyhole fluctuations (e.g., spatter).
引用
收藏
页数:11
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