Imanuel Heider, M.Sc.
- Research Associate
- department: Machines, Equipment and Process Automation
- office hours: On request
- room: 003, Geb. 70.16
- phone: +49 172 141 1977
- imanuel heider ∂does-not-exist.Kit edu
76131 Karlsruhe
Kaiserstraße 12
Imanuel Heider, M.Sc.
Area of Research:
- Control architectures in production plants
- Machine learning in production science
Projects:
- AutoLern – Self-learning machine tools for highly efficient manufacturing
Curriculum Vitae:
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since 09/2021 |
Research Associate at the Institute of Production Science (wbk) at Karlsruhe Institute of Technology (KIT) |
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09/2019-07/2021 |
Study of Mechanical Engineering (M.Sc.) at Tongji University |同济大学 |
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04/2018-07/2021 |
Study of Mechanical Engineering (M.Sc.) at Karlsruhe Institute of Technology (KIT) |
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10/2013-04/2018 |
Study of Mechanical Engineering (B.Sc.) at Karlsruhe Institute of Technology (KIT) |
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Publications
Towards a Testing Framework for Machine Learning Model Deployment in Manufacturing Systems
Heider, I.; Baumgärtner, J.; Bott, A.; Ströbel, R.; Puchta, A.; Fleischer, J.
2024. 10th CIRP Conference on Assembly Technology and Systems (CIRP CATS 2024) Hrsg.: Fleischer , Jürgen; Jörg, Krüger, 127, 122–128. doi:10.1016/j.procir.2024.07.022
Heider, I.; Baumgärtner, J.; Bott, A.; Ströbel, R.; Puchta, A.; Fleischer, J.
2024. 10th CIRP Conference on Assembly Technology and Systems (CIRP CATS 2024) Hrsg.: Fleischer , Jürgen; Jörg, Krüger, 127, 122–128. doi:10.1016/j.procir.2024.07.022
KI-Transferzentrum für die Industrie
Hansjosten, M.; Oexle, F.; Gönnheimer, P.; Heider, I.; Puchta, A.; Fleischer, J.
2023. wt Werkstattstechnik online
Hansjosten, M.; Oexle, F.; Gönnheimer, P.; Heider, I.; Puchta, A.; Fleischer, J.
2023. wt Werkstattstechnik online
KI-Einsatz in KMU: Einstiegshürden ausräumen [Clearing entry hurdles for AI deployment in SMEs – Artificial intelligence for German SMEs]
Heider, I.; Yu, H.; Krischke, N.; Wirth, B.; Puchta, A.; Fleischer, J.
2023. wt Werkstattstechnik online, 113 (07-08), 282 – 287. doi:10.37544/1436-4980-2023-07-08-16
Heider, I.; Yu, H.; Krischke, N.; Wirth, B.; Puchta, A.; Fleischer, J.
2023. wt Werkstattstechnik online, 113 (07-08), 282 – 287. doi:10.37544/1436-4980-2023-07-08-16
Misalignment detection on linear feed axis using sensorless motor current signals
Demetgul, M.; Zihan, M.; Heider, I.; Fleischer, J.
2023. The International Journal of Advanced Manufacturing Technology. doi:10.1007/s00170-023-11258-8
Demetgul, M.; Zihan, M.; Heider, I.; Fleischer, J.
2023. The International Journal of Advanced Manufacturing Technology. doi:10.1007/s00170-023-11258-8
Effiziente Implementierung von KI-Anwendungen : Ansätze zur Erhöhung der Verwertbarkeit von KI-Anwendungen bei produzierenden KMUs = Practical implementation of AI applications
Brand, J.; Heider, I.; Schmid, D.; Friedmann, M.; Gönnheimer, P.; Fleischer, J.
2022. WT Werkstattstechnik, 112 (7-8), 506–510. doi:10.37544/1436-4980-2022-07-08-60
Brand, J.; Heider, I.; Schmid, D.; Friedmann, M.; Gönnheimer, P.; Fleischer, J.
2022. WT Werkstattstechnik, 112 (7-8), 506–510. doi:10.37544/1436-4980-2022-07-08-60