Dominik Koch, M.Sc.
- Research Associate
- department: Production Systems
- office hours: to be agreed
- room: 116, Geb. 50.36
- phone: +49 1523 950 2626
- Dominik Koch ∂does-not-exist.kit edu
76131 Karlsruhe
Kaiserstraße 12
Dominik Koch, M.Sc.
Area of Research:
- Autonomous measurement strategies
- Robot-based inspection
General Tasks:
- Production Integrated Metrology
- Data fusion
- Learning Factory Global Production (Unit Scalable Automation)
- Lecture „Sustainable Production Management“
- Core Team Learning Factory – Software Development
Curriculum Vitae:
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since 05/2023 |
Research Associate at the Institute of Production Science (wbk) at Karlsruhe Institute of Technology (KIT) |
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10/2020-03/2023 |
Master studies of Mechatronics at the Karlsruhe Institute of Technology (KIT) |
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10/2015-10/2020 |
Bachelor studies of mechanical engineering at Karlsruhe Institute of Technology (KIT) |
Publications
Adaptive acquisition planning for visual inspection in remanufacturing using reinforcement learning
Kaiser, J.-P.; Gäbele, J.; Koch, D.; Schmid, J.; Stamer, F.; Lanza, G.
2024. Journal of Intelligent Manufacturing. doi:10.1007/s10845-024-02478-0
Kaiser, J.-P.; Gäbele, J.; Koch, D.; Schmid, J.; Stamer, F.; Lanza, G.
2024. Journal of Intelligent Manufacturing. doi:10.1007/s10845-024-02478-0
Enhancing Visual Inspection in Remanufacturing: A Reinforcement Learning Approach with Integrated Robot Simulation
Koch, D.; Kaiser, J.-P.; Stamer, F.; Stark, R.; Lanza, G.
2024. doi:10.5445/IR/1000176932
Koch, D.; Kaiser, J.-P.; Stamer, F.; Stark, R.; Lanza, G.
2024. doi:10.5445/IR/1000176932
Function-oriented defect assessment in hybrid sheet molding compound tensile specimen using surrogate models
Bretz, L.; Koch, D.; Debowski, K.; Höger, K.; Lanza, G.
2023. Production Engineering, 17 (2), 223–236. doi:10.1007/s11740-022-01174-3
Bretz, L.; Koch, D.; Debowski, K.; Höger, K.; Lanza, G.
2023. Production Engineering, 17 (2), 223–236. doi:10.1007/s11740-022-01174-3