Research Associate
Control of electric power systems via reinforcement learning
Member - Research Associate
Reinforcement learning for electric drives
- E-Mail:
- schenke@lea.uni-paderborn.de
- Phone:
- +49 5251 60-5487
- Office Address:
-
Pohlweg 55
33098 Paderborn - Room:
- E4.130
Publications
Selected Publications
Controller Design for Electrical Drives by Deep Reinforcement Learning: A Proof of Concept
M. Schenke, W. Kirchgässner, O. Wallscheid, IEEE Transactions on Industrial Informatics (2019) 4650–4658.
A Deep Q-Learning Direct Torque Controller for Permanent Magnet Synchronous Motors
M. Schenke, O. Wallscheid, IEEE Open Journal of the Industrial Electronics Society (2021) 388–400.
Finite-Set Direct Torque Control via Edge Computing-Assisted Safe Reinforcement Learning for a Permanent Magnet Synchronous Motor
M. Schenke, B. Haucke-Korber, O. Wallscheid, IEEE Transactions on Power Electronics (2023) 1–16.
Show all publications