The aim of the Artificial Intelligence Department at the IMI is to create and study intelligent human-centered systems in reality-like environments.
Forschungsfelder
We perform fundamental research on theory and algorithms for complex interacting systems, and apply our results to design smart systems and to understand processes in diverse fields such as advanced manufacturing, materials science, biology, neuroscience, or politics. We develop cutting-edge novel methods for Artificial Intelligence, including tools for statistical learning, unsupervised machine learning, data science, and applied mathematics.
Examples of applications of our research include the new generation of Smart Energy Networks in Europe, the Internet of Things, AI for advanced manufacturing, systems of autonomous robots, Cyber-Physical Systems, Deep Learning, systems in virtual and augmented reality, and automated analysis of social, industrial, and political networks.
We demonstrate the positive impact of our results on economy and society by actively supporting the transfer of our innovations and technologies to practice. We have a number of industry partnerships, and collaborations with businesses and organizations, both national and global.
| Name | Titel | Tel. | |
|---|---|---|---|
| Kimmig, Andreas | M.Sc. | +49 721 608-46634 | andreas kimmig ∂does-not-exist.kit edu |
| Greif, Lucas | M. Sc. | +49 721 608-46629 | lucas greif ∂does-not-exist.kit edu |
| Kreuzwieser, Simon | M.Sc. | +49 721 608-47593 | simon kreuzwieser ∂does-not-exist.kit edu |
| Bönsch, Jakob | M. Sc. | +49 721 608-46622 | jakob boensch ∂does-not-exist.kit edu |
| Grethler, Michael | Dr.-Ing. Dipl.-Kfm. | +49 721 608-46628 | michael grethler ∂does-not-exist.kit edu |
| 1 weitere Person ist nur innerhalb des KIT sichtbar. | |||
| Titel | Kurzbeschreibung | Ansprechpartner |
|---|---|---|
| Wertstromkinematik | Wertstromkinematik - Produktionssysteme neu gedacht |
|
| AIBetOn3D | AIBetOn3D: KI-assistierter 3D-Druck für Baustoffe |
Koordinator: Dr.-Ing. Dipl.-Kfm. Michael Grethler Projektleitung IMI: Andreas Kimmig |
| AITT | AITT - AI-assisted Technology Transfer |
Koordinator: Grethler, Michael Projektleitung IMI: Kimmig, Andreas und Kreuzwieser, Simon |
| I4TP | Deutsch-Chinesische Industrie 4.0 Fabrikautomatisierungsplattform |
|
| DRIMPAC | Unified demand response interoperability framework enabling market participation of active energy consumers |
Publikationen
Kreuzwieser, S.; Kimmig, A.; Michels, F.; Bulander, R.; Häfner, V.; Bönsch, J.; Ovtcharova, J.
2023. New Digital Work – Digital Sovereignty at the Workplace. Ed.: A. Shajek, 68–86, Springer International Publishing. doi:10.1007/978-3-031-26490-0_ 5
Bönsch, J.; Elstermann, M.; Kimmig, A.; Ovtcharova, J.
2022. Computers and Industrial Engineering, 172 (Part A), Art.-Nr.: 108556. doi:10.1016/j.cie.2022.108556
Albers, A.; Ovtcharova, J.; Becker, J.; Lanza, G.; Zhang, W.; Zhang, T.; Qiao, F.; Ma, Y.; Wang, J.; Wu, Z.; Ehrmann, C.; Gönnheimer, P.; Behrendt, M.; Mandel, C.; Stürmlinger, T.; Klippert, M.; Kimmig, A.; Schade, F.; Yang, S.; Heider, I.; Xie, S.; Song, K.; Peng, J.; Goncalves, P.; Kampfmann, R.; Schlechtendahl, J.; Kattner, J.; Straub, C.; May, M.; Zhu, Z.; Bai, O.; Lin, Y.; Yang, Z.; Ding, L.; Rossol, A.-S.
2022. (J. Fleischer, Hrsg.), Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000143693
Hadadi, A.; Guillet, C.; Chardonnet, J.-R.; Langovoy, M.; Wang, Y.; Ovtcharova, J.
2022. Frontiers in Virtual Reality, 3, Art.-Nr.: 973236. doi:10.3389/frvir.2022.973236
Jieyang, P.; Kimmig, A.; Dongkun, W.; Niu, Z.; Zhi, F.; Jiahai, W.; Jiahai, W.; Liu, X.
2022. Journal of Intelligent Manufacturing. doi:10.1007/s10845-022-02020-0
Peng, J.; Kimmig, A.; Niu, Z.; Wang, J.; Liu, X.; Wang, D.; Ovtcharova, J.
2022. International journal of electrical power & energy systems, 134, Art.Nr. 107391. doi:10.1016/j.ijepes.2021.107391
Peng, J.; Kimmig, A.; Wang, J.; Liu, X.; Niu, Z.; Ovtcharova, J.
2021. Energy and buildings, 249, Art.-Nr.: 111211. doi:10.1016/j.enbuild.2021.111211
Kimmig, A.; Schöck, M.; Mühlbeier, E.; Oexle, F.; Fleischer, J.; Bönsch, J.; Ovtcharova, J.; Hahn, J.; Grunwald, A.; Albers, A.; Rapp, S.; Hagenmeyer, V.; Scholz, S. G.; Schmidt, A.; Müller, T.; Becker, J.; Schade, F.; Beyerer, J.; Rehak, J.; Zwick, T.; Pauli, M.; Nuß, B.; Lanza, G.; Schild, L.; Overbeck, L.
2021. Zeitschrift für wirtschaftlichen Fabrikbetrieb, 116 (12), 935–939. doi:10.1515/zwf-2021-0207
Elstermann, M.; Bönsch, J.; Kimmig, A.; Ovtcharova, J.
2021. Human Centred Intelligent Systems: Proceedings of KES-HCIS 2021 Conference. Ed.: A. Zimmermann, 56–65, Springer. doi:10.1007/978-981-16-3264-8_6
Peng, J.; Kimmig, A.; Niu, Z.; Wang, J.; Liu, X.; Ovtcharova, J.
2021. Applied Energy, 299, Art.-Nr.: 117321. doi:10.1016/j.apenergy.2021.117321
Jieyang, P.; Dongkun, W.; Kimmig, A.; Langovoy, M. A.; Jiahai, W.; Ovtcharova, J.
2021. Automatisierungstechnik, 69 (1), 73–83. doi:10.1515/auto-2020-0033
Peng, J.; Wang, J.; Wang, D.; Kimmig, A.; Ovtcharova, J.
2020. Advances in Swarm Intelligence – 11th International Conference, ICSI 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings. Ed.: Y. Tan, 104–116, Springer International Publishing. doi:10.1007/978-3-030-53956-6_10
Gönnheimer, P.; Kimmig, A.; Mandel, C.; Stürmlinger, T.; Yang, S.; Schade, F.; Ehrmann, C.; Klee, B.; Behrendt, M.; Schlechtendahl, J.; Fischer, M.; Trautmann, K.; Fleischer, J.; Lanza, G.; Ovtcharova, J.; Becker, J.; Albers, A.
2019. Procedia CIRP, 84, 880–885. doi:10.1016/j.procir.2019.04.260