Trattnig, Stephan

Technische Universität München

Boltzmannstr. 15
85748 Garching b. München

Tel.: +49 (89) 289 - 15 489
E-Mail: stephan.trattnig(at)iwb.tum.de

Bauer, Johannes C.; Trattnig, Stephan; Geng, Paul; Raffin, Tim; Daub, Rüdiger: A continual active learning approach to adapt neural networks to distribution shifts in quality monitoring applications. The International Journal of Advanced Manufacturing Technology 138 (9-10), 2025, 4137-4153 mehr…
Bauer, Johannes C.; Trattnig, Stephan; Vieltorf, Fabian; Daub, Rüdiger: Handling data drift in deep learning-based quality monitoring: evaluating calibration methods using the example of friction stir welding. Journal of Intelligent Manufacturing, 2025 mehr…
Geng, Paul; Pressnig, Michael Jonas; Bauer, Johannes C.; Trattnig, Stephan; Tanz, Lukas; Daub, Rüdiger: Digital Workpiece Model Creation for the Automated Configuration and Commissioning of Industrial Robotic Applications. 2025 IEEE 21st International Conference on Automation Science and Engineering (CASE), IEEE, 2025, 1201-1206 mehr…
Müller, Julian; Trattnig, Stephan; Heuss, Lisa; Geng, Paul; Tanz, Lukas; Daub, Rüdiger: Automated Workspace Scanning with Local Areas of Interest in the Context of Industrial Robots as a Service (IRaaS). 2025 IEEE 21st International Conference on Automation Science and Engineering (CASE), IEEE, 2025, 1219-1224 mehr…

Schneider, Daniel; Prior, Robin; Woerle, Markus; Trattnig, Stephan; Zaeh, Michael F.; Reinhart, Gunther: Towards Sustainability in Operations: A Methodological Approach to Production Management Integration. In: Lecture Notes in Mechanical Engineering. Springer Nature Switzerland, 2024 mehr…
Trattnig, Stephan; Bauer, Johannes; Schneider, Daniel; Daub, Ruediger: Data Fabric: A Concept for Enhancing Data Management in Manufacturing. In: Lecture Notes in Mechanical Engineering. Springer Nature Switzerland, 2024 mehr…