Imanuel Heider, M.Sc.

  • 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:

since 09/2021

Research Associate at the Institute of Production Science (wbk) at Karlsruhe Institute of Technology (KIT)

09/2019-07/2021

Study of Mechanical Engineering (M.Sc.) at Tongji University |同济大学

04/2018-07/2021

Study of Mechanical Engineering (M.Sc.) at Karlsruhe Institute of Technology (KIT)

10/2013-04/2018 

Study of Mechanical Engineering (B.Sc.) at Karlsruhe Institute of Technology (KIT)

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
KI-Transferzentrum für die Industrie
Hansjosten, M.; Oexle, F.; Gönnheimer, P.; Heider, I.; Puchta, A.; Fleischer, J.
2023. wt Werkstattstechnik online
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, 126 (5-6), 2677–2691. doi:10.1007/s00170-023-11258-8
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