Lehrstuhl SRS - Team

Florian Diepers, M.Eng.

Florian Diepers

Kurzvita / CV

2021M. Eng. In Electrical Engineering,
Faculty of Electrical Engineering and Information Science,
University of Applied Sciences, Krefeld, Germany
2020B. Eng. In Electrical Engineering,
Faculty of Electrical Engineering and Information Science,
University of Applied Sciences, Krefeld, Germany

Veröffentlichungen / Publications

  • Diepers, F.; Ahle, E.; Söffker, D.: Investigation of the Influence of Training Data and Methods on the Control Performance of MPC Utilizing Gaussian Processes. In: Allgöwer, F. (Eds.): Lecture Notes in Control and Information Sciences, Springer, Stuttgart, Germany, 2024, accepted.
  • Polke, D.; Surjana, A.; Diepers, F.; Ahle, E.; Söffker, D.: Development of a Modular Automation Framework for Data-Driven Modeling and Optimization of Coating Formulations. 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) , Sinaia, Romania, 01. Aug, 2023, pp. 1-8.
    • , [Link]
  • Diepers, F.; Polke, D.; Ahle, E.; Söffker, D.: Comparison of Different Gaussian Process Models and Applications in Model Predictive Control. 23rd IEEE International Conference on Control, Automation and Systems (ICCAS), Yeosu, South Korea, 2023, pp. 54-59.
    • , [Link]
  • Diepers, F.; Polke, D.; Ahle, E.; Söffker, D.: Data-Driven Force Control of an Automated Scratch Test. 10th International Conference on Control, Mechatronics and Automation (ICCMA), Belval, Luxembourg, 2022, pp. 94-99.
    • , [PDF], [Link]
  • Polke, D.; Diepers, F.; Ahle, E.; Söffker, D.: Development of a Framework for Data-Driven Modeling with Cloud Services in the Process Industry. IEEE International Conference on Automation, Robotics and Computer Engineering, Wuhan, China, 2022, pp. 109-115.
    • , [PDF], [Link]