An info page for the Workshop held at KI 2025 - 48th German Conference on Artificial Intelligence. Hosted by @CogSys, supported by @HTWD.
© 2025. All rights reserved.
An info page for the Workshop held at KI 2025 - 48th German Conference on Artificial Intelligence. Hosted by @CogSys, supported by @HTWD.
© 2025. All rights reserved.
Hosted by the CogSys Group, University of Bamberg, supported by @HTWD.
After last years success, this second iteration of our workshop aims to bring together researchers and practitioners from the fields of AI and/or production investigating, developing, or exploring AI techniques in production. We aim to provide a platform for the exchange of ideas and experiences under the general topic of AI in Production, not specializing in certain fields of production nor AI but explicitly including production planning, control and optimization. Ideally, our workshop will enable us to standardize approaches for supporting production applying AI or to transfer these approaches from one area of application in production to another. Thus, the Workshop is not only intended for experts in artificial intelligence (in production), but explicitly also for professionals from production.
Topics of interest include, but are not limited to applications of AI in production to:
The workshop is planned to be a single-track one-day event. It comprises two invited talks, seven technical talks and the according discussions (of current work based on paper presetations).
| Time | Content | Title | Presenter |
|---|---|---|---|
| 09:00 to 09:15 | Welcome | AI in Production | Orga-Team |
| 09:15 to 10:00 | Keynote I | tbd | Prof. Dr. Wolfgang Reif (AI Production Network, University of Augsburg) |
| 10:00 to 10:30 | Presentation | Fusion-Based Neural Generalization for Predicting Temperature Fields in Industrial PET Preform Heating | Ahmad Alsheikh and Andreas Fischer |
| 10:30 to 11:00 | Coffee Break I | ||
| 11:00 to 11:30 | Presentation | Cross-Attentive Bipartite Graph Reinforcement Learning for Prize-Collecting Job Scheduling | Alexander Mattick, Louis Sturm, Felix Müller, Sebastian Loftus, Haris Asif, Axel Plinge, Christopher Mutschler, Jaspar Pahl, Dominik Seuß and Quirin Göttl |
| 11:30 to 12:00 | Presentation | Anomaly Detection on the Edge for Quality Inspection | Andreas Marchl, Maximilian Kasper, Simon Geis, Mark Deutel, Axel Plinge and Dominik Seuß |
| 12:00 to 12:30 | Presentation | Data Driven Risk Estimation for FMEA: A Systematic Literature Review | Nils Mayat, Chris Schönekehs, Marcos Padrón Hinrichs, Tim Weisser and Robert H. Schmitt |
| 12:30 to 14:00 | Lunch Break | ||
| 14:00 to 14:45 | Keynote II | tbd | Dr. Michael Göller (NISAR) |
| 14:45 to 15:15 | Presentation | Teacher-Student Guided Inverse Modeling for Steel Final Hardness Estimation | Ahmad Alsheikh and Andreas Fischer |
| 15:30 to 16:00 | Coffee Break II | ||
| 16:00 to 16:30 | Presentation | Model Context Protocol in Manufacturing: A Comprehensive Framework for AI-Driven Industry 4.0? | Michael Banf and Johannes Kuhn |
| 16:30 to 17:00 | Presentation | Artificial Intelligence in SME Production: An Analysis of Adoption Barriers and Strategic Recommendation | Lars Fichtel and Dominik Seuß |
| 17:00 to 17:15 | Recap | Recap of the Workshop | Orga-Team |
| 17:15 to 18:00 | Open | Oppotunities for Networking | All |