Novel approach for weld depth determination using optical coherence tomography measurement in laser deep penetration welding of aluminum and steel
Source abstract
Abstract
The optical coherence tomography (OCT) is a measuring technology which is well-established in medical engineering since the early 1990s. More recently, the technology found its way into laser materials processing where it is used for seam tracking and inspection and also for monitoring and control of deep-penetration laser welding. In this work, deep-penetration laser welding of aluminum and steel using an OCT-system for in-process monitoring of the weld depth was investigated. It is shown that statistical data processing is mandatory to extract the actual keyhole depth. Therefore, two different measures, percentile filtering and considering the frequency distribution of the OCT-data, were considered. Thereby, it is demonstrated that the frequency distribution of the OCT-data has a specific pattern with a local maximum which correlates with the keyhole depth. Moreover, this feature is more significant for welding aluminum and therefore enables one to detect the weld depth more independently and accurately compared to currently applied measures.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Optical Coherence Tomography Applications · Laser Material Processing Techniques · Advanced Surface Polishing Techniques
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Bremer Institut für angewandte Strahltechnik GmbH 1 , Klagenfurter Straße 5, 28359 Bremen, Germany
Precitec GmbH & Co. KG 2 , Draisstraße 1, 76571 Gaggenau, Germany
Funding
Bundesministerium für Wirtschaft und Energie · Allianz Industrie Forschung
References (26)
Show source-provided references
1. Poprawe · 2005
2. 2008 · 354
3. Salminen · 2015 · 377
4. Experimental and theoretical characterization of deep penetration welding threshold induced by 1-μm laser10.1016/j.apsusc.2015.09.198 ↗
5. Simulation of laser welding using advanced particle methods10.1002/gamm.201610010 ↗
6. Laserstrahlschweißen von Aluminiumwerkstoffen—Probleme, Lösungsansätze und Anwendungspotenziale
7. Beyer · 2005 · 67
8. Welding and joining of NiTi shape memory alloys: A review10.1016/j.pmatsci.2017.04.008 ↗
9. Advances of OCT technology for laser beam processing10.1002/latj.201700021 ↗
10. In vivo optical coherence tomography10.5858/arpa.2012-0252-SA ↗
11. Optical coherence tomography: Principles and applications10.1088/0034-4885/66/2/204 ↗
12. Analysis of the signal fall-off in spectral domain optical coherence tomography systems10.1117/12.910921 ↗
13. Theory of optical coherence tomography
14. Introduction to optical coherence tomography
15. Schmidt · 2016
16. Schmidt · 2014 · 1305
17. Keyhole depth is just a distance10.1002/latj.201400040 ↗
18. Schmidt · 2016
19. Numerical study of keyhole instability and porosity formation mechanism in laser welding of aluminum alloy and steel10.1016/j.jmatprotec.2017.10.011 ↗
20. Fast percentile filtering10.1016/0167-8655(86)90007-3 ↗
21. Analysis of mechanisms of underfill in full penetration laser welding of thick stainless steel with a 10 kW fiber laser10.1016/j.optlastec.2017.07.037 ↗
22. Defect formation mechanisms and preventive procedures in laser welding10.1533/9780857098771.2.332 ↗
23. Effects of welding speed on absorption rate in partial and full penetration welding of stainless steel with high brightness and high power laser10.1016/j.jmatprotec.2017.06.014 ↗
24. Local flashing events at the keyhole front in laser welding10.1016/j.optlaseng.2014.12.019 ↗
25. Steen · 201010.1007/978-1-84996-062-5 ↗
26. 2016