Reinforcement Learning-based Direct Torque Control of Externally Excited Synchronous Motors: a Proof of Concept

conference paper Reinforcement Learning-based Direct Torque Control of Externally Excited Synchronous Motors: a Proof of Concept published Barnabas Haucke-Korber author 934610000-0003-0862-2069 Nyi Nyi Aung author Maximilian Schenke author 526380000-0001-5427-9527 Mario Peña López author 828620000-0001-5381-3660 Darius Jakobeit author Oliver Wallscheid author 11291https://orcid.org/0000-0001-9362-8777 52 department IEEE2025 eng 2025 IEEE International Electric Machines & Drives Conference (IEMDC)10.1109/iemdc60492.2025.11061093 Haucke-Korber, Barnabas, Nyi Nyi Aung, Maximilian Schenke, Mario Peña López, Darius Jakobeit, and Oliver Wallscheid. “Reinforcement Learning-Based Direct Torque Control of Externally Excited Synchronous Motors: A Proof of Concept.” In 2025 IEEE International Electric Machines & Drives Conference (IEMDC). IEEE, 2025. <a href="https://doi.org/10.1109/iemdc60492.2025.11061093">https://doi.org/10.1109/iemdc60492.2025.11061093</a>. B. Haucke-Korber, N.N. Aung, M. Schenke, M. Peña López, D. Jakobeit, O. Wallscheid, in: 2025 IEEE International Electric Machines & Drives Conference (IEMDC), IEEE, 2025. B. Haucke-Korber, N. N. Aung, M. Schenke, M. Peña López, D. Jakobeit, and O. Wallscheid, “Reinforcement Learning-based Direct Torque Control of Externally Excited Synchronous Motors: a Proof of Concept,” 2025, doi: <a href="https://doi.org/10.1109/iemdc60492.2025.11061093">10.1109/iemdc60492.2025.11061093</a>. Haucke-Korber, B., Aung, N. N., Schenke, M., Peña López, M., Jakobeit, D., & Wallscheid, O. (2025). Reinforcement Learning-based Direct Torque Control of Externally Excited Synchronous Motors: a Proof of Concept. 2025 IEEE International Electric Machines & Drives Conference (IEMDC). <a href="https://doi.org/10.1109/iemdc60492.2025.11061093">https://doi.org/10.1109/iemdc60492.2025.11061093</a> @inproceedings{Haucke-Korber_Aung_Schenke_Peña López_Jakobeit_Wallscheid_2025, title={Reinforcement Learning-based Direct Torque Control of Externally Excited Synchronous Motors: a Proof of Concept}, DOI={<a href="https://doi.org/10.1109/iemdc60492.2025.11061093">10.1109/iemdc60492.2025.11061093</a>}, booktitle={2025 IEEE International Electric Machines & Drives Conference (IEMDC)}, publisher={IEEE}, author={Haucke-Korber, Barnabas and Aung, Nyi Nyi and Schenke, Maximilian and Peña López, Mario and Jakobeit, Darius and Wallscheid, Oliver}, year={2025} } Haucke-Korber B, Aung NN, Schenke M, Peña López M, Jakobeit D, Wallscheid O. Reinforcement Learning-based Direct Torque Control of Externally Excited Synchronous Motors: a Proof of Concept. In: 2025 IEEE International Electric Machines & Drives Conference (IEMDC). IEEE; 2025. doi:<a href="https://doi.org/10.1109/iemdc60492.2025.11061093">10.1109/iemdc60492.2025.11061093</a> Haucke-Korber, Barnabas, et al. “Reinforcement Learning-Based Direct Torque Control of Externally Excited Synchronous Motors: A Proof of Concept.” 2025 IEEE International Electric Machines & Drives Conference (IEMDC), IEEE, 2025, doi:<a href="https://doi.org/10.1109/iemdc60492.2025.11061093">10.1109/iemdc60492.2025.11061093</a>. 607452025-07-25T12:26:35Z2025-12-19T12:43:17Z