---
_id: '65253'
article_number: '306'
author:
- first_name: Ali Hassan Ali
  full_name: Abdelwanis, Ali Hassan Ali
  last_name: Abdelwanis
- first_name: Barnabas
  full_name: Haucke-Korber, Barnabas
  id: '93461'
  last_name: Haucke-Korber
  orcid: 0000-0003-0862-2069
- first_name: Darius
  full_name: Jakobeit, Darius
  last_name: Jakobeit
- first_name: Wilhelm
  full_name: Kirchgässner, Wilhelm
  id: '49265'
  last_name: Kirchgässner
  orcid: 0000-0001-9490-1843
- first_name: Marvin
  full_name: Meyer, Marvin
  last_name: Meyer
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Hendrik
  full_name: Vater, Hendrik
  id: '63220'
  last_name: Vater
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Daniel
  full_name: Weber, Daniel
  id: '24041'
  last_name: Weber
  orcid: 0000-0003-3367-5998
citation:
  ama: 'Abdelwanis AHA, Haucke-Korber B, Jakobeit D, et al. Reinforcement Learning:
    A Comprehensive Open-Source Course. <i>Journal of Open Source Education</i>. 2026;9(97).
    doi:<a href="https://doi.org/10.21105/jose.00306">10.21105/jose.00306</a>'
  apa: 'Abdelwanis, A. H. A., Haucke-Korber, B., Jakobeit, D., Kirchgässner, W., Meyer,
    M., Schenke, M., Vater, H., Wallscheid, O., &#38; Weber, D. (2026). Reinforcement
    Learning: A Comprehensive Open-Source Course. <i>Journal of Open Source Education</i>,
    <i>9</i>(97), Article 306. <a href="https://doi.org/10.21105/jose.00306">https://doi.org/10.21105/jose.00306</a>'
  bibtex: '@article{Abdelwanis_Haucke-Korber_Jakobeit_Kirchgässner_Meyer_Schenke_Vater_Wallscheid_Weber_2026,
    title={Reinforcement Learning: A Comprehensive Open-Source Course}, volume={9},
    DOI={<a href="https://doi.org/10.21105/jose.00306">10.21105/jose.00306</a>}, number={97306},
    journal={Journal of Open Source Education}, publisher={The Open Journal}, author={Abdelwanis,
    Ali Hassan Ali and Haucke-Korber, Barnabas and Jakobeit, Darius and Kirchgässner,
    Wilhelm and Meyer, Marvin and Schenke, Maximilian and Vater, Hendrik and Wallscheid,
    Oliver and Weber, Daniel}, year={2026} }'
  chicago: 'Abdelwanis, Ali Hassan Ali, Barnabas Haucke-Korber, Darius Jakobeit, Wilhelm
    Kirchgässner, Marvin Meyer, Maximilian Schenke, Hendrik Vater, Oliver Wallscheid,
    and Daniel Weber. “Reinforcement Learning: A Comprehensive Open-Source Course.”
    <i>Journal of Open Source Education</i> 9, no. 97 (2026). <a href="https://doi.org/10.21105/jose.00306">https://doi.org/10.21105/jose.00306</a>.'
  ieee: 'A. H. A. Abdelwanis <i>et al.</i>, “Reinforcement Learning: A Comprehensive
    Open-Source Course,” <i>Journal of Open Source Education</i>, vol. 9, no. 97,
    Art. no. 306, 2026, doi: <a href="https://doi.org/10.21105/jose.00306">10.21105/jose.00306</a>.'
  mla: 'Abdelwanis, Ali Hassan Ali, et al. “Reinforcement Learning: A Comprehensive
    Open-Source Course.” <i>Journal of Open Source Education</i>, vol. 9, no. 97,
    306, The Open Journal, 2026, doi:<a href="https://doi.org/10.21105/jose.00306">10.21105/jose.00306</a>.'
  short: A.H.A. Abdelwanis, B. Haucke-Korber, D. Jakobeit, W. Kirchgässner, M. Meyer,
    M. Schenke, H. Vater, O. Wallscheid, D. Weber, Journal of Open Source Education
    9 (2026).
date_created: 2026-03-31T07:30:04Z
date_updated: 2026-03-31T07:32:23Z
department:
- _id: '52'
doi: 10.21105/jose.00306
intvolume: '         9'
issue: '97'
language:
- iso: eng
publication: Journal of Open Source Education
publication_identifier:
  issn:
  - 2577-3569
publication_status: published
publisher: The Open Journal
status: public
title: 'Reinforcement Learning: A Comprehensive Open-Source Course'
type: journal_article
user_id: '93461'
volume: 9
year: '2026'
...
---
_id: '60746'
author:
- first_name: Darius
  full_name: Jakobeit, Darius
  last_name: Jakobeit
- first_name: Mario
  full_name: Peña López, Mario
  id: '82862'
  last_name: Peña López
  orcid: 0000-0001-5381-3660
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Barnabas
  full_name: Haucke-Korber, Barnabas
  id: '93461'
  last_name: Haucke-Korber
  orcid: 0000-0003-0862-2069
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: 'Jakobeit D, Peña López M, Schenke M, Haucke-Korber B, Wallscheid O. Structural
    Optimization of Meta-Reinforcement Learning-based Finite-Control-Set Direct Torque
    Control of Permanent Magnet Synchronous Motors. In: <i>2025 IEEE International
    Electric Machines &#38; Drives Conference (IEMDC)</i>. IEEE; 2025. doi:<a href="https://doi.org/10.1109/iemdc60492.2025.11061179">10.1109/iemdc60492.2025.11061179</a>'
  apa: Jakobeit, D., Peña López, M., Schenke, M., Haucke-Korber, B., &#38; Wallscheid,
    O. (2025). Structural Optimization of Meta-Reinforcement Learning-based Finite-Control-Set
    Direct Torque Control of Permanent Magnet Synchronous Motors. <i>2025 IEEE International
    Electric Machines &#38; Drives Conference (IEMDC)</i>. <a href="https://doi.org/10.1109/iemdc60492.2025.11061179">https://doi.org/10.1109/iemdc60492.2025.11061179</a>
  bibtex: '@inproceedings{Jakobeit_Peña López_Schenke_Haucke-Korber_Wallscheid_2025,
    title={Structural Optimization of Meta-Reinforcement Learning-based Finite-Control-Set
    Direct Torque Control of Permanent Magnet Synchronous Motors}, DOI={<a href="https://doi.org/10.1109/iemdc60492.2025.11061179">10.1109/iemdc60492.2025.11061179</a>},
    booktitle={2025 IEEE International Electric Machines &#38; Drives Conference (IEMDC)},
    publisher={IEEE}, author={Jakobeit, Darius and Peña López, Mario and Schenke,
    Maximilian and Haucke-Korber, Barnabas and Wallscheid, Oliver}, year={2025} }'
  chicago: Jakobeit, Darius, Mario Peña López, Maximilian Schenke, Barnabas Haucke-Korber,
    and Oliver Wallscheid. “Structural Optimization of Meta-Reinforcement Learning-Based
    Finite-Control-Set Direct Torque Control of Permanent Magnet Synchronous Motors.”
    In <i>2025 IEEE International Electric Machines &#38; Drives Conference (IEMDC)</i>.
    IEEE, 2025. <a href="https://doi.org/10.1109/iemdc60492.2025.11061179">https://doi.org/10.1109/iemdc60492.2025.11061179</a>.
  ieee: 'D. Jakobeit, M. Peña López, M. Schenke, B. Haucke-Korber, and O. Wallscheid,
    “Structural Optimization of Meta-Reinforcement Learning-based Finite-Control-Set
    Direct Torque Control of Permanent Magnet Synchronous Motors,” 2025, doi: <a href="https://doi.org/10.1109/iemdc60492.2025.11061179">10.1109/iemdc60492.2025.11061179</a>.'
  mla: Jakobeit, Darius, et al. “Structural Optimization of Meta-Reinforcement Learning-Based
    Finite-Control-Set Direct Torque Control of Permanent Magnet Synchronous Motors.”
    <i>2025 IEEE International Electric Machines &#38; Drives Conference (IEMDC)</i>,
    IEEE, 2025, doi:<a href="https://doi.org/10.1109/iemdc60492.2025.11061179">10.1109/iemdc60492.2025.11061179</a>.
  short: 'D. Jakobeit, M. Peña López, M. Schenke, B. Haucke-Korber, O. Wallscheid,
    in: 2025 IEEE International Electric Machines &#38; Drives Conference (IEMDC),
    IEEE, 2025.'
date_created: 2025-07-25T12:26:51Z
date_updated: 2025-12-19T12:42:54Z
department:
- _id: '52'
doi: 10.1109/iemdc60492.2025.11061179
language:
- iso: eng
publication: 2025 IEEE International Electric Machines & Drives Conference (IEMDC)
publication_status: published
publisher: IEEE
status: public
title: Structural Optimization of Meta-Reinforcement Learning-based Finite-Control-Set
  Direct Torque Control of Permanent Magnet Synchronous Motors
type: conference
user_id: '93461'
year: '2025'
...
---
_id: '60745'
author:
- first_name: Barnabas
  full_name: Haucke-Korber, Barnabas
  id: '93461'
  last_name: Haucke-Korber
  orcid: 0000-0003-0862-2069
- first_name: Nyi Nyi
  full_name: Aung, Nyi Nyi
  last_name: Aung
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Mario
  full_name: Peña López, Mario
  id: '82862'
  last_name: Peña López
  orcid: 0000-0001-5381-3660
- first_name: Darius
  full_name: Jakobeit, Darius
  last_name: Jakobeit
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: '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: <i>2025 IEEE International Electric Machines &#38;
    Drives Conference (IEMDC)</i>. IEEE; 2025. doi:<a href="https://doi.org/10.1109/iemdc60492.2025.11061093">10.1109/iemdc60492.2025.11061093</a>'
  apa: 'Haucke-Korber, B., Aung, N. N., Schenke, M., Peña López, M., Jakobeit, D.,
    &#38; Wallscheid, O. (2025). Reinforcement Learning-based Direct Torque Control
    of Externally Excited Synchronous Motors: a Proof of Concept. <i>2025 IEEE International
    Electric Machines &#38; Drives Conference (IEMDC)</i>. <a href="https://doi.org/10.1109/iemdc60492.2025.11061093">https://doi.org/10.1109/iemdc60492.2025.11061093</a>'
  bibtex: '@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 &#38; 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} }'
  chicago: '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 <i>2025 IEEE International Electric Machines &#38; Drives Conference (IEMDC)</i>.
    IEEE, 2025. <a href="https://doi.org/10.1109/iemdc60492.2025.11061093">https://doi.org/10.1109/iemdc60492.2025.11061093</a>.'
  ieee: '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>.'
  mla: 'Haucke-Korber, Barnabas, et al. “Reinforcement Learning-Based Direct Torque
    Control of Externally Excited Synchronous Motors: A Proof of Concept.” <i>2025
    IEEE International Electric Machines &#38; Drives Conference (IEMDC)</i>, IEEE,
    2025, doi:<a href="https://doi.org/10.1109/iemdc60492.2025.11061093">10.1109/iemdc60492.2025.11061093</a>.'
  short: 'B. Haucke-Korber, N.N. Aung, M. Schenke, M. Peña López, D. Jakobeit, O.
    Wallscheid, in: 2025 IEEE International Electric Machines &#38; Drives Conference
    (IEMDC), IEEE, 2025.'
date_created: 2025-07-25T12:26:35Z
date_updated: 2025-12-19T12:43:17Z
department:
- _id: '52'
doi: 10.1109/iemdc60492.2025.11061093
language:
- iso: eng
publication: 2025 IEEE International Electric Machines & Drives Conference (IEMDC)
publication_status: published
publisher: IEEE
status: public
title: 'Reinforcement Learning-based Direct Torque Control of Externally Excited Synchronous
  Motors: a Proof of Concept'
type: conference
user_id: '93461'
year: '2025'
...
---
_id: '60744'
author:
- first_name: Mario
  full_name: Peña López, Mario
  id: '82862'
  last_name: Peña López
  orcid: 0000-0001-5381-3660
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Darius
  full_name: Jakobeit, Darius
  last_name: Jakobeit
- first_name: Barnabas
  full_name: Haucke-Korber, Barnabas
  id: '93461'
  last_name: Haucke-Korber
  orcid: 0000-0003-0862-2069
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: 'Peña López M, Schenke M, Jakobeit D, Haucke-Korber B, Wallscheid O. Reinforcement
    Learning Control of Three-Level Converter Permanent Magnet Synchronous Machine
    Drives. In: <i>2025 IEEE International Electric Machines &#38; Drives Conference
    (IEMDC)</i>. IEEE; 2025. doi:<a href="https://doi.org/10.1109/iemdc60492.2025.11061032">10.1109/iemdc60492.2025.11061032</a>'
  apa: Peña López, M., Schenke, M., Jakobeit, D., Haucke-Korber, B., &#38; Wallscheid,
    O. (2025). Reinforcement Learning Control of Three-Level Converter Permanent Magnet
    Synchronous Machine Drives. <i>2025 IEEE International Electric Machines &#38;
    Drives Conference (IEMDC)</i>. <a href="https://doi.org/10.1109/iemdc60492.2025.11061032">https://doi.org/10.1109/iemdc60492.2025.11061032</a>
  bibtex: '@inproceedings{Peña López_Schenke_Jakobeit_Haucke-Korber_Wallscheid_2025,
    title={Reinforcement Learning Control of Three-Level Converter Permanent Magnet
    Synchronous Machine Drives}, DOI={<a href="https://doi.org/10.1109/iemdc60492.2025.11061032">10.1109/iemdc60492.2025.11061032</a>},
    booktitle={2025 IEEE International Electric Machines &#38; Drives Conference (IEMDC)},
    publisher={IEEE}, author={Peña López, Mario and Schenke, Maximilian and Jakobeit,
    Darius and Haucke-Korber, Barnabas and Wallscheid, Oliver}, year={2025} }'
  chicago: Peña López, Mario, Maximilian Schenke, Darius Jakobeit, Barnabas Haucke-Korber,
    and Oliver Wallscheid. “Reinforcement Learning Control of Three-Level Converter
    Permanent Magnet Synchronous Machine Drives.” In <i>2025 IEEE International Electric
    Machines &#38; Drives Conference (IEMDC)</i>. IEEE, 2025. <a href="https://doi.org/10.1109/iemdc60492.2025.11061032">https://doi.org/10.1109/iemdc60492.2025.11061032</a>.
  ieee: 'M. Peña López, M. Schenke, D. Jakobeit, B. Haucke-Korber, and O. Wallscheid,
    “Reinforcement Learning Control of Three-Level Converter Permanent Magnet Synchronous
    Machine Drives,” 2025, doi: <a href="https://doi.org/10.1109/iemdc60492.2025.11061032">10.1109/iemdc60492.2025.11061032</a>.'
  mla: Peña López, Mario, et al. “Reinforcement Learning Control of Three-Level Converter
    Permanent Magnet Synchronous Machine Drives.” <i>2025 IEEE International Electric
    Machines &#38; Drives Conference (IEMDC)</i>, IEEE, 2025, doi:<a href="https://doi.org/10.1109/iemdc60492.2025.11061032">10.1109/iemdc60492.2025.11061032</a>.
  short: 'M. Peña López, M. Schenke, D. Jakobeit, B. Haucke-Korber, O. Wallscheid,
    in: 2025 IEEE International Electric Machines &#38; Drives Conference (IEMDC),
    IEEE, 2025.'
date_created: 2025-07-25T12:26:05Z
date_updated: 2025-12-19T12:43:37Z
department:
- _id: '52'
doi: 10.1109/iemdc60492.2025.11061032
language:
- iso: eng
publication: 2025 IEEE International Electric Machines & Drives Conference (IEMDC)
publication_status: published
publisher: IEEE
status: public
title: Reinforcement Learning Control of Three-Level Converter Permanent Magnet Synchronous
  Machine Drives
type: conference
user_id: '93461'
year: '2025'
...
---
_id: '46863'
author:
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Barnabas
  full_name: Haucke-Korber, Barnabas
  id: '93461'
  last_name: Haucke-Korber
  orcid: 0000-0003-0862-2069
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: Schenke M, Haucke-Korber B, Wallscheid O. Finite-Set Direct Torque Control
    via Edge Computing-Assisted Safe Reinforcement Learning for a Permanent Magnet
    Synchronous Motor. <i>IEEE Transactions on Power Electronics</i>. Published online
    2023:1-16. doi:<a href="https://doi.org/10.1109/tpel.2023.3303651">10.1109/tpel.2023.3303651</a>
  apa: Schenke, M., Haucke-Korber, B., &#38; Wallscheid, O. (2023). Finite-Set Direct
    Torque Control via Edge Computing-Assisted Safe Reinforcement Learning for a Permanent
    Magnet Synchronous Motor. <i>IEEE Transactions on Power Electronics</i>, 1–16.
    <a href="https://doi.org/10.1109/tpel.2023.3303651">https://doi.org/10.1109/tpel.2023.3303651</a>
  bibtex: '@article{Schenke_Haucke-Korber_Wallscheid_2023, title={Finite-Set Direct
    Torque Control via Edge Computing-Assisted Safe Reinforcement Learning for a Permanent
    Magnet Synchronous Motor}, DOI={<a href="https://doi.org/10.1109/tpel.2023.3303651">10.1109/tpel.2023.3303651</a>},
    journal={IEEE Transactions on Power Electronics}, publisher={Institute of Electrical
    and Electronics Engineers (IEEE)}, author={Schenke, Maximilian and Haucke-Korber,
    Barnabas and Wallscheid, Oliver}, year={2023}, pages={1–16} }'
  chicago: Schenke, Maximilian, Barnabas Haucke-Korber, and Oliver Wallscheid. “Finite-Set
    Direct Torque Control via Edge Computing-Assisted Safe Reinforcement Learning
    for a Permanent Magnet Synchronous Motor.” <i>IEEE Transactions on Power Electronics</i>,
    2023, 1–16. <a href="https://doi.org/10.1109/tpel.2023.3303651">https://doi.org/10.1109/tpel.2023.3303651</a>.
  ieee: 'M. Schenke, B. Haucke-Korber, and O. Wallscheid, “Finite-Set Direct Torque
    Control via Edge Computing-Assisted Safe Reinforcement Learning for a Permanent
    Magnet Synchronous Motor,” <i>IEEE Transactions on Power Electronics</i>, pp.
    1–16, 2023, doi: <a href="https://doi.org/10.1109/tpel.2023.3303651">10.1109/tpel.2023.3303651</a>.'
  mla: Schenke, Maximilian, et al. “Finite-Set Direct Torque Control via Edge Computing-Assisted
    Safe Reinforcement Learning for a Permanent Magnet Synchronous Motor.” <i>IEEE
    Transactions on Power Electronics</i>, Institute of Electrical and Electronics
    Engineers (IEEE), 2023, pp. 1–16, doi:<a href="https://doi.org/10.1109/tpel.2023.3303651">10.1109/tpel.2023.3303651</a>.
  short: M. Schenke, B. Haucke-Korber, O. Wallscheid, IEEE Transactions on Power Electronics
    (2023) 1–16.
date_created: 2023-09-07T12:08:05Z
date_updated: 2025-12-19T12:44:23Z
department:
- _id: '52'
doi: 10.1109/tpel.2023.3303651
keyword:
- Electrical and Electronic Engineering
language:
- iso: eng
page: 1-16
publication: IEEE Transactions on Power Electronics
publication_identifier:
  issn:
  - 0885-8993
  - 1941-0107
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Finite-Set Direct Torque Control via Edge Computing-Assisted Safe Reinforcement
  Learning for a Permanent Magnet Synchronous Motor
type: journal_article
user_id: '93461'
year: '2023'
...
---
_id: '46865'
author:
- first_name: Barnabas
  full_name: Haucke-Korber, Barnabas
  id: '93461'
  last_name: Haucke-Korber
  orcid: 0000-0003-0862-2069
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: 'Haucke-Korber B, Schenke M, Wallscheid O. Deep Q Direct Torque Control with
    a Reduced Control Set Towards Six-Step Operation of Permanent Magnet Synchronous
    Motors. In: <i>2023 IEEE International Electric Machines &#38;amp; Drives Conference
    (IEMDC)</i>. IEEE; 2023. doi:<a href="https://doi.org/10.1109/iemdc55163.2023.10239018">10.1109/iemdc55163.2023.10239018</a>'
  apa: Haucke-Korber, B., Schenke, M., &#38; Wallscheid, O. (2023). Deep Q Direct
    Torque Control with a Reduced Control Set Towards Six-Step Operation of Permanent
    Magnet Synchronous Motors. <i>2023 IEEE International Electric Machines &#38;amp;
    Drives Conference (IEMDC)</i>. <a href="https://doi.org/10.1109/iemdc55163.2023.10239018">https://doi.org/10.1109/iemdc55163.2023.10239018</a>
  bibtex: '@inproceedings{Haucke-Korber_Schenke_Wallscheid_2023, title={Deep Q Direct
    Torque Control with a Reduced Control Set Towards Six-Step Operation of Permanent
    Magnet Synchronous Motors}, DOI={<a href="https://doi.org/10.1109/iemdc55163.2023.10239018">10.1109/iemdc55163.2023.10239018</a>},
    booktitle={2023 IEEE International Electric Machines &#38;amp; Drives Conference
    (IEMDC)}, publisher={IEEE}, author={Haucke-Korber, Barnabas and Schenke, Maximilian
    and Wallscheid, Oliver}, year={2023} }'
  chicago: Haucke-Korber, Barnabas, Maximilian Schenke, and Oliver Wallscheid. “Deep
    Q Direct Torque Control with a Reduced Control Set Towards Six-Step Operation
    of Permanent Magnet Synchronous Motors.” In <i>2023 IEEE International Electric
    Machines &#38;amp; Drives Conference (IEMDC)</i>. IEEE, 2023. <a href="https://doi.org/10.1109/iemdc55163.2023.10239018">https://doi.org/10.1109/iemdc55163.2023.10239018</a>.
  ieee: 'B. Haucke-Korber, M. Schenke, and O. Wallscheid, “Deep Q Direct Torque Control
    with a Reduced Control Set Towards Six-Step Operation of Permanent Magnet Synchronous
    Motors,” 2023, doi: <a href="https://doi.org/10.1109/iemdc55163.2023.10239018">10.1109/iemdc55163.2023.10239018</a>.'
  mla: Haucke-Korber, Barnabas, et al. “Deep Q Direct Torque Control with a Reduced
    Control Set Towards Six-Step Operation of Permanent Magnet Synchronous Motors.”
    <i>2023 IEEE International Electric Machines &#38;amp; Drives Conference (IEMDC)</i>,
    IEEE, 2023, doi:<a href="https://doi.org/10.1109/iemdc55163.2023.10239018">10.1109/iemdc55163.2023.10239018</a>.
  short: 'B. Haucke-Korber, M. Schenke, O. Wallscheid, in: 2023 IEEE International
    Electric Machines &#38;amp; Drives Conference (IEMDC), IEEE, 2023.'
date_created: 2023-09-07T12:08:35Z
date_updated: 2025-12-19T12:44:15Z
department:
- _id: '52'
doi: 10.1109/iemdc55163.2023.10239018
language:
- iso: eng
publication: 2023 IEEE International Electric Machines &amp; Drives Conference (IEMDC)
publication_status: published
publisher: IEEE
status: public
title: Deep Q Direct Torque Control with a Reduced Control Set Towards Six-Step Operation
  of Permanent Magnet Synchronous Motors
type: conference
user_id: '93461'
year: '2023'
...
---
_id: '46864'
author:
- first_name: Felix
  full_name: Book, Felix
  last_name: Book
- first_name: Arne
  full_name: Traue, Arne
  last_name: Traue
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Barnabas
  full_name: Haucke-Korber, Barnabas
  id: '93461'
  last_name: Haucke-Korber
  orcid: 0000-0003-0862-2069
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: 'Book F, Traue A, Schenke M, Haucke-Korber B, Wallscheid O. Gym-Electric-Motor
    (GEM) Control: An Automated Open-Source Controller Design Suite for Drives. In:
    <i>2023 IEEE International Electric Machines &#38;amp; Drives Conference (IEMDC)</i>.
    IEEE; 2023. doi:<a href="https://doi.org/10.1109/iemdc55163.2023.10239044">10.1109/iemdc55163.2023.10239044</a>'
  apa: 'Book, F., Traue, A., Schenke, M., Haucke-Korber, B., &#38; Wallscheid, O.
    (2023). Gym-Electric-Motor (GEM) Control: An Automated Open-Source Controller
    Design Suite for Drives. <i>2023 IEEE International Electric Machines &#38;amp;
    Drives Conference (IEMDC)</i>. <a href="https://doi.org/10.1109/iemdc55163.2023.10239044">https://doi.org/10.1109/iemdc55163.2023.10239044</a>'
  bibtex: '@inproceedings{Book_Traue_Schenke_Haucke-Korber_Wallscheid_2023, title={Gym-Electric-Motor
    (GEM) Control: An Automated Open-Source Controller Design Suite for Drives}, DOI={<a
    href="https://doi.org/10.1109/iemdc55163.2023.10239044">10.1109/iemdc55163.2023.10239044</a>},
    booktitle={2023 IEEE International Electric Machines &#38;amp; Drives Conference
    (IEMDC)}, publisher={IEEE}, author={Book, Felix and Traue, Arne and Schenke, Maximilian
    and Haucke-Korber, Barnabas and Wallscheid, Oliver}, year={2023} }'
  chicago: 'Book, Felix, Arne Traue, Maximilian Schenke, Barnabas Haucke-Korber, and
    Oliver Wallscheid. “Gym-Electric-Motor (GEM) Control: An Automated Open-Source
    Controller Design Suite for Drives.” In <i>2023 IEEE International Electric Machines
    &#38;amp; Drives Conference (IEMDC)</i>. IEEE, 2023. <a href="https://doi.org/10.1109/iemdc55163.2023.10239044">https://doi.org/10.1109/iemdc55163.2023.10239044</a>.'
  ieee: 'F. Book, A. Traue, M. Schenke, B. Haucke-Korber, and O. Wallscheid, “Gym-Electric-Motor
    (GEM) Control: An Automated Open-Source Controller Design Suite for Drives,” 2023,
    doi: <a href="https://doi.org/10.1109/iemdc55163.2023.10239044">10.1109/iemdc55163.2023.10239044</a>.'
  mla: 'Book, Felix, et al. “Gym-Electric-Motor (GEM) Control: An Automated Open-Source
    Controller Design Suite for Drives.” <i>2023 IEEE International Electric Machines
    &#38;amp; Drives Conference (IEMDC)</i>, IEEE, 2023, doi:<a href="https://doi.org/10.1109/iemdc55163.2023.10239044">10.1109/iemdc55163.2023.10239044</a>.'
  short: 'F. Book, A. Traue, M. Schenke, B. Haucke-Korber, O. Wallscheid, in: 2023
    IEEE International Electric Machines &#38;amp; Drives Conference (IEMDC), IEEE,
    2023.'
date_created: 2023-09-07T12:08:25Z
date_updated: 2025-12-19T12:44:03Z
department:
- _id: '52'
doi: 10.1109/iemdc55163.2023.10239044
language:
- iso: eng
publication: 2023 IEEE International Electric Machines &amp; Drives Conference (IEMDC)
publication_status: published
publisher: IEEE
status: public
title: 'Gym-Electric-Motor (GEM) Control: An Automated Open-Source Controller Design
  Suite for Drives'
type: conference
user_id: '93461'
year: '2023'
...
---
_id: '40212'
author:
- first_name: Barnabas
  full_name: Haucke-Korber, Barnabas
  id: '93461'
  last_name: Haucke-Korber
  orcid: 0000-0003-0862-2069
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: 'Haucke-Korber B, Schenke M, Wallscheid O. Reinforcement Learning-Based Deep
    Q Direct Torque Control with Adaptable Switching Frequency Towards Six-Step Operation
    of Permanent Magnet Synchronous Motors. In: <i>IKMT 2022; 13. GMM/ETG-Symposium</i>.
    ; 2022:1-6.'
  apa: Haucke-Korber, B., Schenke, M., &#38; Wallscheid, O. (2022). Reinforcement
    Learning-Based Deep Q Direct Torque Control with Adaptable Switching Frequency
    Towards Six-Step Operation of Permanent Magnet Synchronous Motors. <i>IKMT 2022;
    13. GMM/ETG-Symposium</i>, 1–6.
  bibtex: '@inproceedings{Haucke-Korber_Schenke_Wallscheid_2022, title={Reinforcement
    Learning-Based Deep Q Direct Torque Control with Adaptable Switching Frequency
    Towards Six-Step Operation of Permanent Magnet Synchronous Motors}, booktitle={IKMT
    2022; 13. GMM/ETG-Symposium}, author={Haucke-Korber, Barnabas and Schenke, Maximilian
    and Wallscheid, Oliver}, year={2022}, pages={1–6} }'
  chicago: Haucke-Korber, Barnabas, Maximilian Schenke, and Oliver Wallscheid. “Reinforcement
    Learning-Based Deep Q Direct Torque Control with Adaptable Switching Frequency
    Towards Six-Step Operation of Permanent Magnet Synchronous Motors.” In <i>IKMT
    2022; 13. GMM/ETG-Symposium</i>, 1–6, 2022.
  ieee: B. Haucke-Korber, M. Schenke, and O. Wallscheid, “Reinforcement Learning-Based
    Deep Q Direct Torque Control with Adaptable Switching Frequency Towards Six-Step
    Operation of Permanent Magnet Synchronous Motors,” in <i>IKMT 2022; 13. GMM/ETG-Symposium</i>,
    2022, pp. 1–6.
  mla: Haucke-Korber, Barnabas, et al. “Reinforcement Learning-Based Deep Q Direct
    Torque Control with Adaptable Switching Frequency Towards Six-Step Operation of
    Permanent Magnet Synchronous Motors.” <i>IKMT 2022; 13. GMM/ETG-Symposium</i>,
    2022, pp. 1–6.
  short: 'B. Haucke-Korber, M. Schenke, O. Wallscheid, in: IKMT 2022; 13. GMM/ETG-Symposium,
    2022, pp. 1–6.'
date_created: 2023-01-26T08:51:40Z
date_updated: 2025-12-19T12:44:31Z
department:
- _id: '52'
language:
- iso: eng
page: 1-6
publication: IKMT 2022; 13. GMM/ETG-Symposium
status: public
title: Reinforcement Learning-Based Deep Q Direct Torque Control with Adaptable Switching
  Frequency Towards Six-Step Operation of Permanent Magnet Synchronous Motors
type: conference
user_id: '93461'
year: '2022'
...
---
_id: '22162'
author:
- first_name: Gerrit
  full_name: Book, Gerrit
  last_name: Book
- first_name: Arne
  full_name: Traue, Arne
  last_name: Traue
- first_name: Praneeth
  full_name: Balakrishna, Praneeth
  last_name: Balakrishna
- first_name: Anian
  full_name: Brosch, Anian
  id: '75779'
  last_name: Brosch
  orcid: 0000-0003-4871-1664
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Sören
  full_name: Hanke, Sören
  id: '25027'
  last_name: Hanke
- first_name: Wilhelm
  full_name: Kirchgässner, Wilhelm
  id: '49265'
  last_name: Kirchgässner
  orcid: 0000-0001-9490-1843
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: Book G, Traue A, Balakrishna P, et al. Transferring Online Reinforcement Learning
    for Electric Motor Control From Simulation to Real-World Experiments. <i>IEEE
    Open Journal of Power Electronics</i>. Published online 2021:187-201. doi:<a href="https://doi.org/10.1109/ojpel.2021.3065877">10.1109/ojpel.2021.3065877</a>
  apa: Book, G., Traue, A., Balakrishna, P., Brosch, A., Schenke, M., Hanke, S., Kirchgässner,
    W., &#38; Wallscheid, O. (2021). Transferring Online Reinforcement Learning for
    Electric Motor Control From Simulation to Real-World Experiments. <i>IEEE Open
    Journal of Power Electronics</i>, 187–201. <a href="https://doi.org/10.1109/ojpel.2021.3065877">https://doi.org/10.1109/ojpel.2021.3065877</a>
  bibtex: '@article{Book_Traue_Balakrishna_Brosch_Schenke_Hanke_Kirchgässner_Wallscheid_2021,
    title={Transferring Online Reinforcement Learning for Electric Motor Control From
    Simulation to Real-World Experiments}, DOI={<a href="https://doi.org/10.1109/ojpel.2021.3065877">10.1109/ojpel.2021.3065877</a>},
    journal={IEEE Open Journal of Power Electronics}, author={Book, Gerrit and Traue,
    Arne and Balakrishna, Praneeth and Brosch, Anian and Schenke, Maximilian and Hanke,
    Sören and Kirchgässner, Wilhelm and Wallscheid, Oliver}, year={2021}, pages={187–201}
    }'
  chicago: Book, Gerrit, Arne Traue, Praneeth Balakrishna, Anian Brosch, Maximilian
    Schenke, Sören Hanke, Wilhelm Kirchgässner, and Oliver Wallscheid. “Transferring
    Online Reinforcement Learning for Electric Motor Control From Simulation to Real-World
    Experiments.” <i>IEEE Open Journal of Power Electronics</i>, 2021, 187–201. <a
    href="https://doi.org/10.1109/ojpel.2021.3065877">https://doi.org/10.1109/ojpel.2021.3065877</a>.
  ieee: 'G. Book <i>et al.</i>, “Transferring Online Reinforcement Learning for Electric
    Motor Control From Simulation to Real-World Experiments,” <i>IEEE Open Journal
    of Power Electronics</i>, pp. 187–201, 2021, doi: <a href="https://doi.org/10.1109/ojpel.2021.3065877">10.1109/ojpel.2021.3065877</a>.'
  mla: Book, Gerrit, et al. “Transferring Online Reinforcement Learning for Electric
    Motor Control From Simulation to Real-World Experiments.” <i>IEEE Open Journal
    of Power Electronics</i>, 2021, pp. 187–201, doi:<a href="https://doi.org/10.1109/ojpel.2021.3065877">10.1109/ojpel.2021.3065877</a>.
  short: G. Book, A. Traue, P. Balakrishna, A. Brosch, M. Schenke, S. Hanke, W. Kirchgässner,
    O. Wallscheid, IEEE Open Journal of Power Electronics (2021) 187–201.
date_created: 2021-05-12T16:54:27Z
date_updated: 2022-02-22T08:51:05Z
department:
- _id: '52'
doi: 10.1109/ojpel.2021.3065877
language:
- iso: eng
page: 187-201
publication: IEEE Open Journal of Power Electronics
publication_identifier:
  issn:
  - 2644-1314
publication_status: published
status: public
title: Transferring Online Reinforcement Learning for Electric Motor Control From
  Simulation to Real-World Experiments
type: journal_article
user_id: '66'
year: '2021'
...
---
_id: '21254'
article_number: '2498'
author:
- first_name: Praneeth
  full_name: Balakrishna, Praneeth
  last_name: Balakrishna
- first_name: Gerrit
  full_name: Book, Gerrit
  last_name: Book
- first_name: Wilhelm
  full_name: Kirchgässner, Wilhelm
  id: '49265'
  last_name: Kirchgässner
  orcid: 0000-0001-9490-1843
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Arne
  full_name: Traue, Arne
  last_name: Traue
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: 'Balakrishna P, Book G, Kirchgässner W, Schenke M, Traue A, Wallscheid O. gym-electric-motor
    (GEM): A Python toolbox for the simulation of electric drive systems. <i>Journal
    of Open Source Software</i>. Published online 2021. doi:<a href="https://doi.org/10.21105/joss.02498">10.21105/joss.02498</a>'
  apa: 'Balakrishna, P., Book, G., Kirchgässner, W., Schenke, M., Traue, A., &#38;
    Wallscheid, O. (2021). gym-electric-motor (GEM): A Python toolbox for the simulation
    of electric drive systems. <i>Journal of Open Source Software</i>, Article 2498.
    <a href="https://doi.org/10.21105/joss.02498">https://doi.org/10.21105/joss.02498</a>'
  bibtex: '@article{Balakrishna_Book_Kirchgässner_Schenke_Traue_Wallscheid_2021, title={gym-electric-motor
    (GEM): A Python toolbox for the simulation of electric drive systems}, DOI={<a
    href="https://doi.org/10.21105/joss.02498">10.21105/joss.02498</a>}, number={2498},
    journal={Journal of Open Source Software}, author={Balakrishna, Praneeth and Book,
    Gerrit and Kirchgässner, Wilhelm and Schenke, Maximilian and Traue, Arne and Wallscheid,
    Oliver}, year={2021} }'
  chicago: 'Balakrishna, Praneeth, Gerrit Book, Wilhelm Kirchgässner, Maximilian Schenke,
    Arne Traue, and Oliver Wallscheid. “Gym-Electric-Motor (GEM): A Python Toolbox
    for the Simulation of Electric Drive Systems.” <i>Journal of Open Source Software</i>,
    2021. <a href="https://doi.org/10.21105/joss.02498">https://doi.org/10.21105/joss.02498</a>.'
  ieee: 'P. Balakrishna, G. Book, W. Kirchgässner, M. Schenke, A. Traue, and O. Wallscheid,
    “gym-electric-motor (GEM): A Python toolbox for the simulation of electric drive
    systems,” <i>Journal of Open Source Software</i>, Art. no. 2498, 2021, doi: <a
    href="https://doi.org/10.21105/joss.02498">10.21105/joss.02498</a>.'
  mla: 'Balakrishna, Praneeth, et al. “Gym-Electric-Motor (GEM): A Python Toolbox
    for the Simulation of Electric Drive Systems.” <i>Journal of Open Source Software</i>,
    2498, 2021, doi:<a href="https://doi.org/10.21105/joss.02498">10.21105/joss.02498</a>.'
  short: P. Balakrishna, G. Book, W. Kirchgässner, M. Schenke, A. Traue, O. Wallscheid,
    Journal of Open Source Software (2021).
date_created: 2021-02-16T21:40:12Z
date_updated: 2022-02-25T20:31:36Z
department:
- _id: '52'
doi: 10.21105/joss.02498
language:
- iso: eng
publication: Journal of Open Source Software
publication_identifier:
  issn:
  - 2475-9066
publication_status: published
status: public
title: 'gym-electric-motor (GEM): A Python toolbox for the simulation of electric
  drive systems'
type: journal_article
user_id: '11291'
year: '2021'
...
---
_id: '25031'
author:
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: Schenke M, Wallscheid O. A Deep Q-Learning Direct Torque Controller for Permanent
    Magnet Synchronous Motors. <i>IEEE Open Journal of the Industrial Electronics
    Society</i>. Published online 2021:388-400. doi:<a href="https://doi.org/10.1109/ojies.2021.3075521">10.1109/ojies.2021.3075521</a>
  apa: Schenke, M., &#38; Wallscheid, O. (2021). A Deep Q-Learning Direct Torque Controller
    for Permanent Magnet Synchronous Motors. <i>IEEE Open Journal of the Industrial
    Electronics Society</i>, 388–400. <a href="https://doi.org/10.1109/ojies.2021.3075521">https://doi.org/10.1109/ojies.2021.3075521</a>
  bibtex: '@article{Schenke_Wallscheid_2021, title={A Deep Q-Learning Direct Torque
    Controller for Permanent Magnet Synchronous Motors}, DOI={<a href="https://doi.org/10.1109/ojies.2021.3075521">10.1109/ojies.2021.3075521</a>},
    journal={IEEE Open Journal of the Industrial Electronics Society}, author={Schenke,
    Maximilian and Wallscheid, Oliver}, year={2021}, pages={388–400} }'
  chicago: Schenke, Maximilian, and Oliver Wallscheid. “A Deep Q-Learning Direct Torque
    Controller for Permanent Magnet Synchronous Motors.” <i>IEEE Open Journal of the
    Industrial Electronics Society</i>, 2021, 388–400. <a href="https://doi.org/10.1109/ojies.2021.3075521">https://doi.org/10.1109/ojies.2021.3075521</a>.
  ieee: 'M. Schenke and O. Wallscheid, “A Deep Q-Learning Direct Torque Controller
    for Permanent Magnet Synchronous Motors,” <i>IEEE Open Journal of the Industrial
    Electronics Society</i>, pp. 388–400, 2021, doi: <a href="https://doi.org/10.1109/ojies.2021.3075521">10.1109/ojies.2021.3075521</a>.'
  mla: Schenke, Maximilian, and Oliver Wallscheid. “A Deep Q-Learning Direct Torque
    Controller for Permanent Magnet Synchronous Motors.” <i>IEEE Open Journal of the
    Industrial Electronics Society</i>, 2021, pp. 388–400, doi:<a href="https://doi.org/10.1109/ojies.2021.3075521">10.1109/ojies.2021.3075521</a>.
  short: M. Schenke, O. Wallscheid, IEEE Open Journal of the Industrial Electronics
    Society (2021) 388–400.
date_created: 2021-09-24T10:31:35Z
date_updated: 2022-02-25T20:31:27Z
department:
- _id: '52'
doi: 10.1109/ojies.2021.3075521
language:
- iso: eng
page: 388-400
publication: IEEE Open Journal of the Industrial Electronics Society
publication_identifier:
  issn:
  - 2644-1284
publication_status: published
status: public
title: A Deep Q-Learning Direct Torque Controller for Permanent Magnet Synchronous
  Motors
type: journal_article
user_id: '11291'
year: '2021'
...
---
_id: '29662'
author:
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: Schenke M, Wallscheid O. Improved Exploring Starts by Kernel Density Estimation-Based
    State-Space Coverage Acceleration in Reinforcement Learning. <i>arXiv preprint
    arXiv:210508990</i>. Published online 2021.
  apa: Schenke, M., &#38; Wallscheid, O. (2021). Improved Exploring Starts by Kernel
    Density Estimation-Based State-Space Coverage Acceleration in Reinforcement Learning.
    <i>ArXiv Preprint ArXiv:2105.08990</i>.
  bibtex: '@article{Schenke_Wallscheid_2021, title={Improved Exploring Starts by Kernel
    Density Estimation-Based State-Space Coverage Acceleration in Reinforcement Learning},
    journal={arXiv preprint arXiv:2105.08990}, author={Schenke, Maximilian and Wallscheid,
    Oliver}, year={2021} }'
  chicago: Schenke, Maximilian, and Oliver Wallscheid. “Improved Exploring Starts
    by Kernel Density Estimation-Based State-Space Coverage Acceleration in Reinforcement
    Learning.” <i>ArXiv Preprint ArXiv:2105.08990</i>, 2021.
  ieee: M. Schenke and O. Wallscheid, “Improved Exploring Starts by Kernel Density
    Estimation-Based State-Space Coverage Acceleration in Reinforcement Learning,”
    <i>arXiv preprint arXiv:2105.08990</i>, 2021.
  mla: Schenke, Maximilian, and Oliver Wallscheid. “Improved Exploring Starts by Kernel
    Density Estimation-Based State-Space Coverage Acceleration in Reinforcement Learning.”
    <i>ArXiv Preprint ArXiv:2105.08990</i>, 2021.
  short: M. Schenke, O. Wallscheid, ArXiv Preprint ArXiv:2105.08990 (2021).
date_created: 2022-01-28T14:11:08Z
date_updated: 2022-02-25T20:31:17Z
department:
- _id: '52'
- _id: '57'
language:
- iso: eng
publication: arXiv preprint arXiv:2105.08990
status: public
title: Improved Exploring Starts by Kernel Density Estimation-Based State-Space Coverage
  Acceleration in Reinforcement Learning
type: journal_article
user_id: '11291'
year: '2021'
...
---
_id: '25030'
author:
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Wilhelm
  full_name: Kirchgässner, Wilhelm
  id: '49265'
  last_name: Kirchgässner
  orcid: 0000-0001-9490-1843
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: 'Schenke M, Kirchgässner W, Wallscheid O. Controller Design for Electrical
    Drives by Deep Reinforcement Learning: A Proof of Concept. <i>IEEE Transactions
    on Industrial Informatics</i>. Published online 2019:4650-4658. doi:<a href="https://doi.org/10.1109/tii.2019.2948387">10.1109/tii.2019.2948387</a>'
  apa: 'Schenke, M., Kirchgässner, W., &#38; Wallscheid, O. (2019). Controller Design
    for Electrical Drives by Deep Reinforcement Learning: A Proof of Concept. <i>IEEE
    Transactions on Industrial Informatics</i>, 4650–4658. <a href="https://doi.org/10.1109/tii.2019.2948387">https://doi.org/10.1109/tii.2019.2948387</a>'
  bibtex: '@article{Schenke_Kirchgässner_Wallscheid_2019, title={Controller Design
    for Electrical Drives by Deep Reinforcement Learning: A Proof of Concept}, DOI={<a
    href="https://doi.org/10.1109/tii.2019.2948387">10.1109/tii.2019.2948387</a>},
    journal={IEEE Transactions on Industrial Informatics}, author={Schenke, Maximilian
    and Kirchgässner, Wilhelm and Wallscheid, Oliver}, year={2019}, pages={4650–4658}
    }'
  chicago: 'Schenke, Maximilian, Wilhelm Kirchgässner, and Oliver Wallscheid. “Controller
    Design for Electrical Drives by Deep Reinforcement Learning: A Proof of Concept.”
    <i>IEEE Transactions on Industrial Informatics</i>, 2019, 4650–58. <a href="https://doi.org/10.1109/tii.2019.2948387">https://doi.org/10.1109/tii.2019.2948387</a>.'
  ieee: 'M. Schenke, W. Kirchgässner, and O. Wallscheid, “Controller Design for Electrical
    Drives by Deep Reinforcement Learning: A Proof of Concept,” <i>IEEE Transactions
    on Industrial Informatics</i>, pp. 4650–4658, 2019, doi: <a href="https://doi.org/10.1109/tii.2019.2948387">10.1109/tii.2019.2948387</a>.'
  mla: 'Schenke, Maximilian, et al. “Controller Design for Electrical Drives by Deep
    Reinforcement Learning: A Proof of Concept.” <i>IEEE Transactions on Industrial
    Informatics</i>, 2019, pp. 4650–58, doi:<a href="https://doi.org/10.1109/tii.2019.2948387">10.1109/tii.2019.2948387</a>.'
  short: M. Schenke, W. Kirchgässner, O. Wallscheid, IEEE Transactions on Industrial
    Informatics (2019) 4650–4658.
date_created: 2021-09-24T10:30:54Z
date_updated: 2022-02-15T09:02:10Z
department:
- _id: '52'
doi: 10.1109/tii.2019.2948387
language:
- iso: eng
page: 4650-4658
publication: IEEE Transactions on Industrial Informatics
publication_identifier:
  issn:
  - 1551-3203
  - 1941-0050
publication_status: published
status: public
title: 'Controller Design for Electrical Drives by Deep Reinforcement Learning: A
  Proof of Concept'
type: journal_article
user_id: '52638'
year: '2019'
...
---
_id: '29628'
author:
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
citation:
  ama: 'Wallscheid O, Schenke M, Böcker J. Improving torque and speed estimation accuracy
    by conjoint parameter identification and unscented Kalman filter design for induction
    machines. In: <i>2018 21st International Conference on Electrical Machines and
    Systems (ICEMS)</i>. ; 2018:1181–1186.'
  apa: Wallscheid, O., Schenke, M., &#38; Böcker, J. (2018). Improving torque and
    speed estimation accuracy by conjoint parameter identification and unscented Kalman
    filter design for induction machines. <i>2018 21st International Conference on
    Electrical Machines and Systems (ICEMS)</i>, 1181–1186.
  bibtex: '@inproceedings{Wallscheid_Schenke_Böcker_2018, title={Improving torque
    and speed estimation accuracy by conjoint parameter identification and unscented
    Kalman filter design for induction machines}, booktitle={2018 21st International
    Conference on Electrical Machines and Systems (ICEMS)}, author={Wallscheid, Oliver
    and Schenke, Maximilian and Böcker, Joachim}, year={2018}, pages={1181–1186} }'
  chicago: Wallscheid, Oliver, Maximilian Schenke, and Joachim Böcker. “Improving
    Torque and Speed Estimation Accuracy by Conjoint Parameter Identification and
    Unscented Kalman Filter Design for Induction Machines.” In <i>2018 21st International
    Conference on Electrical Machines and Systems (ICEMS)</i>, 1181–1186, 2018.
  ieee: O. Wallscheid, M. Schenke, and J. Böcker, “Improving torque and speed estimation
    accuracy by conjoint parameter identification and unscented Kalman filter design
    for induction machines,” in <i>2018 21st International Conference on Electrical
    Machines and Systems (ICEMS)</i>, 2018, pp. 1181–1186.
  mla: Wallscheid, Oliver, et al. “Improving Torque and Speed Estimation Accuracy
    by Conjoint Parameter Identification and Unscented Kalman Filter Design for Induction
    Machines.” <i>2018 21st International Conference on Electrical Machines and Systems
    (ICEMS)</i>, 2018, pp. 1181–1186.
  short: 'O. Wallscheid, M. Schenke, J. Böcker, in: 2018 21st International Conference
    on Electrical Machines and Systems (ICEMS), 2018, pp. 1181–1186.'
date_created: 2022-01-28T14:10:59Z
date_updated: 2022-03-02T07:21:50Z
department:
- _id: '52'
language:
- iso: eng
page: 1181–1186
publication: 2018 21st International Conference on Electrical Machines and Systems
  (ICEMS)
status: public
title: Improving torque and speed estimation accuracy by conjoint parameter identification
  and unscented Kalman filter design for induction machines
type: conference
user_id: '11291'
year: '2018'
...
---
_id: '29625'
author:
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Maximilian
  full_name: Schenke, Maximilian
  id: '52638'
  last_name: Schenke
  orcid: 0000-0001-5427-9527
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
citation:
  ama: 'Wallscheid O, Schenke M, Böcker J. A combined approach to identify induction
    machine parameters and to design an extended kalman filter for speed and torque
    estimation. In: <i>2018 IEEE 18th International Power Electronics and Motion Control
    Conference (PEMC)</i>. ; 2018:793–799.'
  apa: Wallscheid, O., Schenke, M., &#38; Böcker, J. (2018). A combined approach to
    identify induction machine parameters and to design an extended kalman filter
    for speed and torque estimation. <i>2018 IEEE 18th International Power Electronics
    and Motion Control Conference (PEMC)</i>, 793–799.
  bibtex: '@inproceedings{Wallscheid_Schenke_Böcker_2018, title={A combined approach
    to identify induction machine parameters and to design an extended kalman filter
    for speed and torque estimation}, booktitle={2018 IEEE 18th International Power
    Electronics and Motion Control Conference (PEMC)}, author={Wallscheid, Oliver
    and Schenke, Maximilian and Böcker, Joachim}, year={2018}, pages={793–799} }'
  chicago: Wallscheid, Oliver, Maximilian Schenke, and Joachim Böcker. “A Combined
    Approach to Identify Induction Machine Parameters and to Design an Extended Kalman
    Filter for Speed and Torque Estimation.” In <i>2018 IEEE 18th International Power
    Electronics and Motion Control Conference (PEMC)</i>, 793–799, 2018.
  ieee: O. Wallscheid, M. Schenke, and J. Böcker, “A combined approach to identify
    induction machine parameters and to design an extended kalman filter for speed
    and torque estimation,” in <i>2018 IEEE 18th International Power Electronics and
    Motion Control Conference (PEMC)</i>, 2018, pp. 793–799.
  mla: Wallscheid, Oliver, et al. “A Combined Approach to Identify Induction Machine
    Parameters and to Design an Extended Kalman Filter for Speed and Torque Estimation.”
    <i>2018 IEEE 18th International Power Electronics and Motion Control Conference
    (PEMC)</i>, 2018, pp. 793–799.
  short: 'O. Wallscheid, M. Schenke, J. Böcker, in: 2018 IEEE 18th International Power
    Electronics and Motion Control Conference (PEMC), 2018, pp. 793–799.'
date_created: 2022-01-28T14:10:58Z
date_updated: 2022-03-02T07:26:09Z
department:
- _id: '52'
language:
- iso: eng
page: 793–799
publication: 2018 IEEE 18th International Power Electronics and Motion Control Conference
  (PEMC)
status: public
title: A combined approach to identify induction machine parameters and to design
  an extended kalman filter for speed and torque estimation
type: conference
user_id: '11291'
year: '2018'
...
