Contact
+49 711 685 66554
+49 711 685 66400
Email
Pfaffenwaldring 9
70569 Stuttgart
Deutschland
Room: V9.4.153
Subject
Realtime Parameter- and Systemidentification with the help of Digital Twins of Mechanical Systems
Surrogate modeling using Machine Learning
Rodegast, P.; Hoschek, S.; Gesell, J.; Scheid, J.; Fehr, J.: Efficient modeling of flexible robot systems for real-time simulation using the example of a lightweight robot.
black: published, green: accepted for publication, orange: submitted for publication
- 18. September 2025: VDI/VDE-GMA FA 2.13 Modelling, identification and simulation in automation technology, Anif; "Quantitative Assessment of Sensor Accuracy for Estimating Vertical Deflection in Telescopic Robotic Rails"
- 22. July 2025: Statusseminar, Monbachtal; "FlexTwin - Consistent digital twin with variable model depth for the engineering of CNC systems"
- 16. May 2025: VDI/VDE-GMA FA 2.15 Fundamental of networked and learning systems, Ulm; "Deflection compensation and efficient modeling of flexible robot systems"
- "Data-based Surrogate Modeling of the Robot Arm of a Mobile Picking Robot using Machine Learning", Seminararbeit. Institut für Technische und Numerische Mechanik, 2025. Supervision together with Sebastian Hoschek, M.Sc. and Philipp Rodegast, M.Sc., ongoing
- "Mechanical Modeling of a Telescopic Rail for a Lightweight Logistics Robot", Seminararbeit. Institut für Technische und Numerische Mechanik, 2025. Supervision together with Philipp Rodegast, M.Sc. and Sebastian Hoschek, M.Sc., ongoing
- "Integration of a non-linear MPC Framework into a VC Platform for Real-Time Control of an Inverted Pendelum", Bachelorthesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2025. Supervision together with Philipp Rodegast, M.Sc., ongoing
- "Adaptive PID Controller Tuning Using Structured H-infinity-Synthesis", Bachelorthesis. Institut für Technische und Numerische Mechanik, 2025. Betreuung gemeinsam mit David Leprich, M.Sc., ongoing
- "Bayesian Physics-informed Neural Networks for Systemidentification of dynamical Systems", Forschungsarbeit. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2025. Supervision together with Jan Schneider, M.Sc., ongoing
- "Parameterization of the Digital Twin of a Delta Robot using Parameter Identification Methods", Projektarbeit. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2025. Supervision together with Philipp Rodegast, M.Sc., ongoing
- "Sparse Identification of Nonlinear Dynamics", Seminararbeit SA-52. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2025. Supervision together with Niklas Fahse, M.Sc.
- "Automatic Crack Detection", Seminararbeit SA-51. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2025. Supervision together with Eva Hartlieb, M.A. and Niklas Fahse, M.Sc.
- Exercises and teaching assistant of the lecture Modelling and Simulation in Mechatronics (WT 2025/2026)
- Supervision of the seminar in Applied Mechanics II (ST 2025)
- Supervision of the seminar in Applied Mechanics I (WT 2024/2025)