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28. August 2022 bis 2. September 2022
Schloss Herrenhausen
Europe/Berlin Zeitzone

Towards Automated Self-Learning Laser-Process Optimization

THU-SYM-1.1
01.09.2022, 08:15
45m
Auditorium (Schloss Herrenhausen)

Auditorium

Schloss Herrenhausen

Herrenhäuser Str. 5, 30419 Hannover, Germany

Sprecher

Michalowski Andreas (Institut für Strahlwerkzeuge, Stuttgart, Germany)

Beschreibung

The flexibility of new laser sources and process-monitoring enables new possibilities in laser-based production technology, especially the combination of different laser processes with many adjustable parameters. The fusion of domain knowledge and probabilistic models in the form of hybrid models allows an efficient optimization of these processes with machine learning.

Autoren

Michalowski Andreas (Institut für Strahlwerkzeuge, Stuttgart, Germany) Thomas Graf (Institut für Strahlwerkzeuge, Stuttgart, Germany) Alexander Kroschel (Bosch Research, Renningen, Germany) Alexander Ilin (Bosch Research, Renningen, Germany) Stephanie Karg (Bosch Research, Renningen, Germany) Peter Stritt (Bosch Research, Renningen, Germany) Petru Tighineanu (Bosch Research, Renningen, Germany) Sebastian Becker (Bosch Research, Renningen, Germany) Adina Dais (Bosch Research, Renningen, Germany) Gerhard Kunz (Bosch Research, Renningen, Germany) Steffen Sonntag (Bosch Research, Renningen, Germany) Martin Lustfeld (Bosch Automotive Products (Suzhou) Co. Ltd., Suzhou , China) Fabian Nyenhuis (Oertli Instruments, Berneck, Switzerland) Heiko Ridderbusch (Scintilla AG, Zuchwil, Switzerland)

Präsentationsmaterialien

Es gibt derzeit keine Materialien.