M.Sc. Johannes Dümmel

  • Karlsruher Institut für Technologie
    Institut für Fördertechnik und Logistiksysteme
    Geb. 50.38 Gotthard-Franz-Str. 8
    76131 Karlsruhe

Research topics

  • Assistance systems in logistics and assembly processes

Projects

  • Assembly Assistant – assistance system to support emloyees during the assembly process

Background

Since 2018

Institute for Material Handling and Logistics (IFL)
Research Associate

2018

Institute for Material Handling and Logistics (IFL)
Efficient labelling of articles for teaching artificial neural networks

2011-2018

Karlsruher Institut für Technologie (KIT)
B.Sc. and M.Sc. in Industrial Engineering and Management

2016

Politechnika Łódzka, Łódź, Polen
Semester abroad

2015

Dr. Ing. h.c. F. Porsche AG
Optimization of the processes in prototype management of the body development under consideration of the existing structures

Thesis topics

  • Click hierfor a list of currently available topics.
  • Are you interested in my research topics, but there is no open thesis right now? Don’t hesitate to contact me via email.

Publications


Object Re-Identification with Synthetic Training Data in Industrial Environments
Dümmel, J.; Gao, X.
2021. 27th International Conference on Mechatronics and Machine Vision in Practice (M2VIP), Shanghai, China, 26-28 Nov. 2021, 504–508, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/M2VIP49856.2021.9665094
Abschlussbericht des Forschungsprojekts "Broker für Dynamische Produktionsnetzwerke"
Bauer, C.; Bauer, K.; Becker, S.; Bergmann, L.; Beuttler, M.; Bock, H.-P.; Broda, E.; Bubeck, C.; Dümmel, J.; Eger, L.; Estler, T.; Görg, C.; Gomes, M. E.; Gress, A.; Häusele, M.; Heller, T.; Hermeler, S.; Höllig, J.; Kleinmann, F.; Kraus, A.; Laensitalo, M.; Larsen-Vefring, T.; Levy, T.; Luo, M.; Öchsner, H.; Sayah, D.; Vogt, D.; Wiesner, S.; Xu, K.
2021. doi:10.5445/IR/1000141238
Generating Synthetic Training Data for Assembly Processes
Dümmel, J.; Kostik, V.; Oellerich, J.
2021. Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems. IFIP WG 5.7 International Conference, APMS 2021, Nantes, France, September 5–9, 2021, Proceedings, Part IV. Ed.: A. Dolgui, 119–128, Springer International Publishing. doi:10.1007/978-3-030-85910-7_13
Effizientes Labeln von Artikeln für das Einlernen Künstlicher Neuronaler Netze
Dümmel, J.; Hochstein, M.; Glöckle, J.; Furmans, K.
2019. Logistics journal / Proceedings, 2019 (12). doi:10.2195/lj_Proc_duemmel_de_201912_01