Manuel Klädtke M.Sc.
Email: manuel.klaedtketu-dortmundde
Room: Maschinenbaugebäude 2, Raum 3xx
Research interests
- data-driven predictive control (efficient and explicit realizations for linear systems)
- predictive control for nonlinear systems (convex reformulations for optimal control problems)
Teaching activities
Regelungstechnik (Übung)
Further information
04 | 2021 - today: Research assistant in the Control and Cyberphysical Systems Group, Department of Mechanical Engineering, TU Dortmund University
06 | 2020 - 03 | 2021: Student Assistant in the Automatic Control Group and at LEA Power Electronics and Electrical Drives, Department of Electrical Engineering, Paderborn University
10 | 2019 – 03 | 2021: Studies of Electrical Engineering (M. Sc. 03 | 2021) at Paderborn University
05 | 2019 - 04 | 2020: Working Student at Phoenix Contact Electronics GmbH, Bad Pyrmont
04 | 2018 - 07 | 2018: Internship at Phoenix Contact Electronics GmbH, Bad Pyrmont
04 | 2017 - 06 | 2017: Student Assistant at LEA Power Electronics and Electrical Drives, Department of Electrical Engineering, Paderborn University
10 | 2015 – 03 | 2019: Studies of Electrical Engineering (B. Sc. 03 | 2019) at Paderborn University
[J] M. Klädtke and M. Schulze Darup. Implicit predictors in regularized data-driven predictive control, IEEE Control Systems Letters, vol. 7, pp. 2479-2484, 2023. DOI: 10.1007/LCSYS.2023.3285104, Reprint: arXiv:2307.10750
M. Klädtke and M. Schulze Darup. Convex NMPC reformulations for a special class of nonlinear multi-input systems with application to rank-one bilinear networks, 22nd IFAC World Congress, 2023. Preprint: arXiv.2304.08147
M. Klädtke, D. Teichrib, N. Schlüter, and M. Schulze Darup. A deterministic view on explicit data-driven (M)PC, 61st IEEE Conference on Decision and Control (CDC), 499-504, 2022. DOI: 10.1109/CDC51059.2022.9993384
M. Klädtke, D. Teichrib, N. Schlüter, and M. Schulze Darup. A note on explicit data-driven (M)PC, Extended Abstracts presented at the 25th International Symposium on Mathematical Theory of Networks and Systems MTNS 2022, 767-770, 2022. DOI: 10.15495/EPub_UBT_00006809
M. Klädtke and M. Schulze Darup. Convex reformulations for a special class of nonlinear MPC problems, 2022 European Control Conference (ECC), 761-768, 2022. DOI: 10.23919/ECC55457.2022.9838061
M. Schulze Darup, M. Klädtke, and M. Mönnigmann. Exact solution to a special class of nonlinear MPC problems, in Proc. of the 7th IFAC Conference on Nonlinear Model Predictive Control (NMPC), pp. 294-299, 2021. DOI: 10.1016/j.ifacol.2021.08.559