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Erschienen in:
2010 | OriginalPaper | Buchkapitel
Dynamic Pattern Extraction of Parameters in Laser Welding Process
verfasst von : Gissel Velarde, Christian Binroth
Erschienen in: Advances in Data Mining. Applications and Theoretical Aspects
Verlag: Springer Berlin Heidelberg
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Tuning parameters is essential for the results of the welding process. In order to optimize the tuning process of welding parameters, we propose a system based on historical data of laser welding machines. On a given combination of materials, the system extracts patterns dynamically and classifies new cases with a relative accuracy, which depends on the selected data set. The analysis of the generated patterns helps decision makers to visualize important features in large databases and therefore, achieve optimal results.