Dynamic Pattern Extraction of Parameters in Laser Welding Process

Gissel Velarde, Christian Binroth

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1 Citationer (Scopus)

Abstract

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.
OriginalsprogEngelsk
Titel Advances in Data Mining. Applications and Theoretical Aspects Lecture Notes in Computer Science Volume 6171
RedaktørerPetra Perner
Vol/bind6171
ForlagSpringer
Publikationsdato2010
Sider350-361
ISBN (Trykt)978-3-642-14399-1
ISBN (Elektronisk)978-3-642-14400-4
StatusUdgivet - 2010
Udgivet eksterntJa
NavnLecture Notes in Computer Science
Vol/bind6171
ISSN1865-0929

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