---
_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: '40171'
abstract:
- lang: eng
  text: We present a convolutional framework which significantly reduces the complexity
    and thus, the computational effort for distributed reinforcement learning control
    of dynamical systems governed by partial differential equations (PDEs). Exploiting
    translational equivariances, the high-dimensional distributed control problem
    can be transformed into a multi-agent control problem with many identical, uncoupled
    agents. Furthermore, using the fact that information is transported with finite
    velocity in many cases, the dimension of the agents’ environment can be drastically
    reduced using a convolution operation over the state space of the PDE, by which
    we effectively tackle the curse of dimensionality otherwise present in deep reinforcement
    learning. In this setting, the complexity can be flexibly adjusted via the kernel
    width or by using a stride greater than one (meaning that we do not place an actuator
    at each sensor location). Moreover, scaling from smaller to larger domains – or
    the transfer between different domains – becomes a straightforward task requiring
    little effort. We demonstrate the performance of the proposed framework using
    several PDE examples with increasing complexity, where stabilization is achieved
    by training a low-dimensional deep deterministic policy gradient agent using minimal
    computing resources.
article_type: original
author:
- first_name: Sebastian
  full_name: Peitz, Sebastian
  id: '47427'
  last_name: Peitz
  orcid: 0000-0002-3389-793X
- first_name: Jan
  full_name: Stenner, Jan
  id: '65520'
  last_name: Stenner
- first_name: Vikas
  full_name: Chidananda, Vikas
  last_name: Chidananda
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Steven L.
  full_name: Brunton, Steven L.
  last_name: Brunton
- first_name: Kunihiko
  full_name: Taira, Kunihiko
  last_name: Taira
citation:
  ama: 'Peitz S, Stenner J, Chidananda V, Wallscheid O, Brunton SL, Taira K. Distributed
    Control of Partial Differential Equations Using  Convolutional Reinforcement Learning.
    <i>Physica D: Nonlinear Phenomena</i>. 2024;461:134096. doi:<a href="https://doi.org/10.1016/j.physd.2024.134096">10.1016/j.physd.2024.134096</a>'
  apa: 'Peitz, S., Stenner, J., Chidananda, V., Wallscheid, O., Brunton, S. L., &#38;
    Taira, K. (2024). Distributed Control of Partial Differential Equations Using 
    Convolutional Reinforcement Learning. <i>Physica D: Nonlinear Phenomena</i>, <i>461</i>,
    134096. <a href="https://doi.org/10.1016/j.physd.2024.134096">https://doi.org/10.1016/j.physd.2024.134096</a>'
  bibtex: '@article{Peitz_Stenner_Chidananda_Wallscheid_Brunton_Taira_2024, title={Distributed
    Control of Partial Differential Equations Using  Convolutional Reinforcement Learning},
    volume={461}, DOI={<a href="https://doi.org/10.1016/j.physd.2024.134096">10.1016/j.physd.2024.134096</a>},
    journal={Physica D: Nonlinear Phenomena}, publisher={Elsevier}, author={Peitz,
    Sebastian and Stenner, Jan and Chidananda, Vikas and Wallscheid, Oliver and Brunton,
    Steven L. and Taira, Kunihiko}, year={2024}, pages={134096} }'
  chicago: 'Peitz, Sebastian, Jan Stenner, Vikas Chidananda, Oliver Wallscheid, Steven
    L. Brunton, and Kunihiko Taira. “Distributed Control of Partial Differential Equations
    Using  Convolutional Reinforcement Learning.” <i>Physica D: Nonlinear Phenomena</i>
    461 (2024): 134096. <a href="https://doi.org/10.1016/j.physd.2024.134096">https://doi.org/10.1016/j.physd.2024.134096</a>.'
  ieee: 'S. Peitz, J. Stenner, V. Chidananda, O. Wallscheid, S. L. Brunton, and K.
    Taira, “Distributed Control of Partial Differential Equations Using  Convolutional
    Reinforcement Learning,” <i>Physica D: Nonlinear Phenomena</i>, vol. 461, p. 134096,
    2024, doi: <a href="https://doi.org/10.1016/j.physd.2024.134096">10.1016/j.physd.2024.134096</a>.'
  mla: 'Peitz, Sebastian, et al. “Distributed Control of Partial Differential Equations
    Using  Convolutional Reinforcement Learning.” <i>Physica D: Nonlinear Phenomena</i>,
    vol. 461, Elsevier, 2024, p. 134096, doi:<a href="https://doi.org/10.1016/j.physd.2024.134096">10.1016/j.physd.2024.134096</a>.'
  short: 'S. Peitz, J. Stenner, V. Chidananda, O. Wallscheid, S.L. Brunton, K. Taira,
    Physica D: Nonlinear Phenomena 461 (2024) 134096.'
date_created: 2023-01-26T07:56:26Z
date_updated: 2024-02-23T10:53:42Z
department:
- _id: '655'
doi: 10.1016/j.physd.2024.134096
intvolume: '       461'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1016/j.physd.2024.134096
oa: '1'
page: '134096'
publication: 'Physica D: Nonlinear Phenomena'
publisher: Elsevier
status: public
title: Distributed Control of Partial Differential Equations Using  Convolutional
  Reinforcement Learning
type: journal_article
user_id: '47427'
volume: 461
year: '2024'
...
---
_id: '53309'
author:
- first_name: Lukas
  full_name: Hölsch, Lukas
  last_name: Hölsch
- first_name: Anian
  full_name: Brosch, Anian
  id: '75779'
  last_name: Brosch
  orcid: 0000-0003-4871-1664
- first_name: Richard
  full_name: Steckel, Richard
  last_name: Steckel
- first_name: Tristan
  full_name: Braun, Tristan
  last_name: Braun
- first_name: Sebastian
  full_name: Wendel, Sebastian
  last_name: Wendel
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: Hölsch L, Brosch A, Steckel R, et al. Insights and Challenges of Co-Simulation-Based
    Optimal Pulse Pattern Evaluation for Electric Drives. <i>IEEE Transactions on
    Energy Conversion</i>. Published online 2024:1-12. doi:<a href="https://doi.org/10.1109/tec.2024.3374962">10.1109/tec.2024.3374962</a>
  apa: Hölsch, L., Brosch, A., Steckel, R., Braun, T., Wendel, S., Böcker, J., &#38;
    Wallscheid, O. (2024). Insights and Challenges of Co-Simulation-Based Optimal
    Pulse Pattern Evaluation for Electric Drives. <i>IEEE Transactions on Energy Conversion</i>,
    1–12. <a href="https://doi.org/10.1109/tec.2024.3374962">https://doi.org/10.1109/tec.2024.3374962</a>
  bibtex: '@article{Hölsch_Brosch_Steckel_Braun_Wendel_Böcker_Wallscheid_2024, title={Insights
    and Challenges of Co-Simulation-Based Optimal Pulse Pattern Evaluation for Electric
    Drives}, DOI={<a href="https://doi.org/10.1109/tec.2024.3374962">10.1109/tec.2024.3374962</a>},
    journal={IEEE Transactions on Energy Conversion}, publisher={Institute of Electrical
    and Electronics Engineers (IEEE)}, author={Hölsch, Lukas and Brosch, Anian and
    Steckel, Richard and Braun, Tristan and Wendel, Sebastian and Böcker, Joachim
    and Wallscheid, Oliver}, year={2024}, pages={1–12} }'
  chicago: Hölsch, Lukas, Anian Brosch, Richard Steckel, Tristan Braun, Sebastian
    Wendel, Joachim Böcker, and Oliver Wallscheid. “Insights and Challenges of Co-Simulation-Based
    Optimal Pulse Pattern Evaluation for Electric Drives.” <i>IEEE Transactions on
    Energy Conversion</i>, 2024, 1–12. <a href="https://doi.org/10.1109/tec.2024.3374962">https://doi.org/10.1109/tec.2024.3374962</a>.
  ieee: 'L. Hölsch <i>et al.</i>, “Insights and Challenges of Co-Simulation-Based
    Optimal Pulse Pattern Evaluation for Electric Drives,” <i>IEEE Transactions on
    Energy Conversion</i>, pp. 1–12, 2024, doi: <a href="https://doi.org/10.1109/tec.2024.3374962">10.1109/tec.2024.3374962</a>.'
  mla: Hölsch, Lukas, et al. “Insights and Challenges of Co-Simulation-Based Optimal
    Pulse Pattern Evaluation for Electric Drives.” <i>IEEE Transactions on Energy
    Conversion</i>, Institute of Electrical and Electronics Engineers (IEEE), 2024,
    pp. 1–12, doi:<a href="https://doi.org/10.1109/tec.2024.3374962">10.1109/tec.2024.3374962</a>.
  short: L. Hölsch, A. Brosch, R. Steckel, T. Braun, S. Wendel, J. Böcker, O. Wallscheid,
    IEEE Transactions on Energy Conversion (2024) 1–12.
date_created: 2024-04-06T13:48:59Z
date_updated: 2024-06-13T11:03:00Z
department:
- _id: '52'
doi: 10.1109/tec.2024.3374962
keyword:
- Electrical and Electronic Engineering
- Energy Engineering and Power Technology
language:
- iso: eng
page: 1-12
publication: IEEE Transactions on Energy Conversion
publication_identifier:
  issn:
  - 0885-8969
  - 1558-0059
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Insights and Challenges of Co-Simulation-Based Optimal Pulse Pattern Evaluation
  for Electric Drives
type: journal_article
user_id: '66'
year: '2024'
...
---
_id: '48059'
author:
- first_name: Fabian
  full_name: Winkel, Fabian
  last_name: Winkel
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Peter
  full_name: Scholz, Peter
  last_name: Scholz
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
citation:
  ama: Winkel F, Wallscheid O, Scholz P, Böcker J. Pseudo-Labeling Machine Learning
    Algorithm for Predictive Maintenance of Relays. <i>IEEE Open Journal of the Industrial
    Electronics Society</i>. Published online 2023:1-14. doi:<a href="https://doi.org/10.1109/ojies.2023.3323870">10.1109/ojies.2023.3323870</a>
  apa: Winkel, F., Wallscheid, O., Scholz, P., &#38; Böcker, J. (2023). Pseudo-Labeling
    Machine Learning Algorithm for Predictive Maintenance of Relays. <i>IEEE Open
    Journal of the Industrial Electronics Society</i>, 1–14. <a href="https://doi.org/10.1109/ojies.2023.3323870">https://doi.org/10.1109/ojies.2023.3323870</a>
  bibtex: '@article{Winkel_Wallscheid_Scholz_Böcker_2023, title={Pseudo-Labeling Machine
    Learning Algorithm for Predictive Maintenance of Relays}, DOI={<a href="https://doi.org/10.1109/ojies.2023.3323870">10.1109/ojies.2023.3323870</a>},
    journal={IEEE Open Journal of the Industrial Electronics Society}, publisher={Institute
    of Electrical and Electronics Engineers (IEEE)}, author={Winkel, Fabian and Wallscheid,
    Oliver and Scholz, Peter and Böcker, Joachim}, year={2023}, pages={1–14} }'
  chicago: Winkel, Fabian, Oliver Wallscheid, Peter Scholz, and Joachim Böcker. “Pseudo-Labeling
    Machine Learning Algorithm for Predictive Maintenance of Relays.” <i>IEEE Open
    Journal of the Industrial Electronics Society</i>, 2023, 1–14. <a href="https://doi.org/10.1109/ojies.2023.3323870">https://doi.org/10.1109/ojies.2023.3323870</a>.
  ieee: 'F. Winkel, O. Wallscheid, P. Scholz, and J. Böcker, “Pseudo-Labeling Machine
    Learning Algorithm for Predictive Maintenance of Relays,” <i>IEEE Open Journal
    of the Industrial Electronics Society</i>, pp. 1–14, 2023, doi: <a href="https://doi.org/10.1109/ojies.2023.3323870">10.1109/ojies.2023.3323870</a>.'
  mla: Winkel, Fabian, et al. “Pseudo-Labeling Machine Learning Algorithm for Predictive
    Maintenance of Relays.” <i>IEEE Open Journal of the Industrial Electronics Society</i>,
    Institute of Electrical and Electronics Engineers (IEEE), 2023, pp. 1–14, doi:<a
    href="https://doi.org/10.1109/ojies.2023.3323870">10.1109/ojies.2023.3323870</a>.
  short: F. Winkel, O. Wallscheid, P. Scholz, J. Böcker, IEEE Open Journal of the
    Industrial Electronics Society (2023) 1–14.
date_created: 2023-10-14T12:03:38Z
date_updated: 2023-10-14T12:16:35Z
department:
- _id: '52'
doi: 10.1109/ojies.2023.3323870
keyword:
- Electrical and Electronic Engineering
- Industrial and Manufacturing Engineering
- Control and Systems Engineering
language:
- iso: eng
page: 1-14
publication: IEEE Open Journal of the Industrial Electronics Society
publication_identifier:
  issn:
  - 2644-1284
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Pseudo-Labeling Machine Learning Algorithm for Predictive Maintenance of Relays
type: journal_article
user_id: '66'
year: '2023'
...
---
_id: '48093'
author:
- first_name: Mario
  full_name: Pena, Mario
  id: '82862'
  last_name: Pena
  orcid: 0000-0001-5381-3660
- first_name: Michael
  full_name: Meyer, Michael
  last_name: Meyer
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
citation:
  ama: 'Pena M, Meyer M, Wallscheid O, Böcker J. Fade-Over Strategy for use of Model
    Predictive Direct Self-Control with Field-Oriented Control. In: <i>2023 IEEE International
    Electric Machines and Drives Conference (IEMDC)</i>. IEEE; 2023. doi:<a href="https://doi.org/10.1109/iemdc55163.2023.10239056">10.1109/iemdc55163.2023.10239056</a>'
  apa: Pena, M., Meyer, M., Wallscheid, O., &#38; Böcker, J. (2023). Fade-Over Strategy
    for use of Model Predictive Direct Self-Control with Field-Oriented Control. <i>2023
    IEEE International Electric Machines and Drives Conference (IEMDC)</i>. 2023 IEEE
    International Electric Machines and Drives Conference (IEMDC), San Francisco.
    <a href="https://doi.org/10.1109/iemdc55163.2023.10239056">https://doi.org/10.1109/iemdc55163.2023.10239056</a>
  bibtex: '@inproceedings{Pena_Meyer_Wallscheid_Böcker_2023, title={Fade-Over Strategy
    for use of Model Predictive Direct Self-Control with Field-Oriented Control},
    DOI={<a href="https://doi.org/10.1109/iemdc55163.2023.10239056">10.1109/iemdc55163.2023.10239056</a>},
    booktitle={2023 IEEE International Electric Machines and Drives Conference (IEMDC)},
    publisher={IEEE}, author={Pena, Mario and Meyer, Michael and Wallscheid, Oliver
    and Böcker, Joachim}, year={2023} }'
  chicago: Pena, Mario, Michael Meyer, Oliver Wallscheid, and Joachim Böcker. “Fade-Over
    Strategy for Use of Model Predictive Direct Self-Control with Field-Oriented Control.”
    In <i>2023 IEEE International Electric Machines and Drives Conference (IEMDC)</i>.
    IEEE, 2023. <a href="https://doi.org/10.1109/iemdc55163.2023.10239056">https://doi.org/10.1109/iemdc55163.2023.10239056</a>.
  ieee: 'M. Pena, M. Meyer, O. Wallscheid, and J. Böcker, “Fade-Over Strategy for
    use of Model Predictive Direct Self-Control with Field-Oriented Control,” presented
    at the 2023 IEEE International Electric Machines and Drives Conference (IEMDC),
    San Francisco, 2023, doi: <a href="https://doi.org/10.1109/iemdc55163.2023.10239056">10.1109/iemdc55163.2023.10239056</a>.'
  mla: Pena, Mario, et al. “Fade-Over Strategy for Use of Model Predictive Direct
    Self-Control with Field-Oriented Control.” <i>2023 IEEE International Electric
    Machines and Drives Conference (IEMDC)</i>, IEEE, 2023, doi:<a href="https://doi.org/10.1109/iemdc55163.2023.10239056">10.1109/iemdc55163.2023.10239056</a>.
  short: 'M. Pena, M. Meyer, O. Wallscheid, J. Böcker, in: 2023 IEEE International
    Electric Machines and Drives Conference (IEMDC), IEEE, 2023.'
conference:
  end_date: 2023-05-18
  location: San Francisco
  name: 2023 IEEE International Electric Machines and Drives Conference (IEMDC)
  start_date: 2023-05-15
date_created: 2023-10-16T12:29:32Z
date_updated: 2023-10-20T11:28:44Z
department:
- _id: '52'
doi: 10.1109/iemdc55163.2023.10239056
language:
- iso: eng
publication: 2023 IEEE International Electric Machines and Drives Conference (IEMDC)
publication_status: published
publisher: IEEE
status: public
title: Fade-Over Strategy for use of Model Predictive Direct Self-Control with Field-Oriented
  Control
type: conference
user_id: '66'
year: '2023'
...
---
_id: '48092'
author:
- first_name: Mario
  full_name: Pena, Mario
  id: '82862'
  last_name: Pena
  orcid: 0000-0001-5381-3660
- first_name: Michael
  full_name: Meyer, Michael
  last_name: Meyer
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
citation:
  ama: Pena M, Meyer M, Wallscheid O, Böcker J. Model Predictive Direct Self-Control
    for Six-Step Operation of Permanent-Magnet Synchronous Machines. <i>IEEE Transactions
    on Power Electronics</i>. 2023;38(10):12416-12429. doi:<a href="https://doi.org/10.1109/tpel.2023.3286713">10.1109/tpel.2023.3286713</a>
  apa: Pena, M., Meyer, M., Wallscheid, O., &#38; Böcker, J. (2023). Model Predictive
    Direct Self-Control for Six-Step Operation of Permanent-Magnet Synchronous Machines.
    <i>IEEE Transactions on Power Electronics</i>, <i>38</i>(10), 12416–12429. <a
    href="https://doi.org/10.1109/tpel.2023.3286713">https://doi.org/10.1109/tpel.2023.3286713</a>
  bibtex: '@article{Pena_Meyer_Wallscheid_Böcker_2023, title={Model Predictive Direct
    Self-Control for Six-Step Operation of Permanent-Magnet Synchronous Machines},
    volume={38}, DOI={<a href="https://doi.org/10.1109/tpel.2023.3286713">10.1109/tpel.2023.3286713</a>},
    number={10}, journal={IEEE Transactions on Power Electronics}, publisher={Institute
    of Electrical and Electronics Engineers (IEEE)}, author={Pena, Mario and Meyer,
    Michael and Wallscheid, Oliver and Böcker, Joachim}, year={2023}, pages={12416–12429}
    }'
  chicago: 'Pena, Mario, Michael Meyer, Oliver Wallscheid, and Joachim Böcker. “Model
    Predictive Direct Self-Control for Six-Step Operation of Permanent-Magnet Synchronous
    Machines.” <i>IEEE Transactions on Power Electronics</i> 38, no. 10 (2023): 12416–29.
    <a href="https://doi.org/10.1109/tpel.2023.3286713">https://doi.org/10.1109/tpel.2023.3286713</a>.'
  ieee: 'M. Pena, M. Meyer, O. Wallscheid, and J. Böcker, “Model Predictive Direct
    Self-Control for Six-Step Operation of Permanent-Magnet Synchronous Machines,”
    <i>IEEE Transactions on Power Electronics</i>, vol. 38, no. 10, pp. 12416–12429,
    2023, doi: <a href="https://doi.org/10.1109/tpel.2023.3286713">10.1109/tpel.2023.3286713</a>.'
  mla: Pena, Mario, et al. “Model Predictive Direct Self-Control for Six-Step Operation
    of Permanent-Magnet Synchronous Machines.” <i>IEEE Transactions on Power Electronics</i>,
    vol. 38, no. 10, Institute of Electrical and Electronics Engineers (IEEE), 2023,
    pp. 12416–29, doi:<a href="https://doi.org/10.1109/tpel.2023.3286713">10.1109/tpel.2023.3286713</a>.
  short: M. Pena, M. Meyer, O. Wallscheid, J. Böcker, IEEE Transactions on Power Electronics
    38 (2023) 12416–12429.
date_created: 2023-10-16T12:29:20Z
date_updated: 2023-10-18T10:39:07Z
department:
- _id: '52'
doi: 10.1109/tpel.2023.3286713
intvolume: '        38'
issue: '10'
keyword:
- Electrical and Electronic Engineering
language:
- iso: eng
page: 12416-12429
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: Model Predictive Direct Self-Control for Six-Step Operation of Permanent-Magnet
  Synchronous Machines
type: journal_article
user_id: '82862'
volume: 38
year: '2023'
...
---
_id: '53310'
author:
- first_name: Emebet Gebeyehu
  full_name: Gedlu, Emebet Gebeyehu
  id: '77572'
  last_name: Gedlu
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
- first_name: Oliver
  full_name: Nelles, Oliver
  last_name: Nelles
citation:
  ama: 'Gedlu EG, Wallscheid O, Böcker J, Nelles O. Online system identification and
    excitation for thermal monitoring of electric machines using machine learning
    and model predictive control. In: <i>2023 IEEE 14th International Symposium on
    Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED)</i>.
    IEEE; 2023. doi:<a href="https://doi.org/10.1109/sdemped54949.2023.10271427">10.1109/sdemped54949.2023.10271427</a>'
  apa: Gedlu, E. G., Wallscheid, O., Böcker, J., &#38; Nelles, O. (2023). Online system
    identification and excitation for thermal monitoring of electric machines using
    machine learning and model predictive control. <i>2023 IEEE 14th International
    Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives
    (SDEMPED)</i>. <a href="https://doi.org/10.1109/sdemped54949.2023.10271427">https://doi.org/10.1109/sdemped54949.2023.10271427</a>
  bibtex: '@inproceedings{Gedlu_Wallscheid_Böcker_Nelles_2023, title={Online system
    identification and excitation for thermal monitoring of electric machines using
    machine learning and model predictive control}, DOI={<a href="https://doi.org/10.1109/sdemped54949.2023.10271427">10.1109/sdemped54949.2023.10271427</a>},
    booktitle={2023 IEEE 14th International Symposium on Diagnostics for Electrical
    Machines, Power Electronics and Drives (SDEMPED)}, publisher={IEEE}, author={Gedlu,
    Emebet Gebeyehu and Wallscheid, Oliver and Böcker, Joachim and Nelles, Oliver},
    year={2023} }'
  chicago: Gedlu, Emebet Gebeyehu, Oliver Wallscheid, Joachim Böcker, and Oliver Nelles.
    “Online System Identification and Excitation for Thermal Monitoring of Electric
    Machines Using Machine Learning and Model Predictive Control.” In <i>2023 IEEE
    14th International Symposium on Diagnostics for Electrical Machines, Power Electronics
    and Drives (SDEMPED)</i>. IEEE, 2023. <a href="https://doi.org/10.1109/sdemped54949.2023.10271427">https://doi.org/10.1109/sdemped54949.2023.10271427</a>.
  ieee: 'E. G. Gedlu, O. Wallscheid, J. Böcker, and O. Nelles, “Online system identification
    and excitation for thermal monitoring of electric machines using machine learning
    and model predictive control,” 2023, doi: <a href="https://doi.org/10.1109/sdemped54949.2023.10271427">10.1109/sdemped54949.2023.10271427</a>.'
  mla: Gedlu, Emebet Gebeyehu, et al. “Online System Identification and Excitation
    for Thermal Monitoring of Electric Machines Using Machine Learning and Model Predictive
    Control.” <i>2023 IEEE 14th International Symposium on Diagnostics for Electrical
    Machines, Power Electronics and Drives (SDEMPED)</i>, IEEE, 2023, doi:<a href="https://doi.org/10.1109/sdemped54949.2023.10271427">10.1109/sdemped54949.2023.10271427</a>.
  short: 'E.G. Gedlu, O. Wallscheid, J. Böcker, O. Nelles, in: 2023 IEEE 14th International
    Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives
    (SDEMPED), IEEE, 2023.'
date_created: 2024-04-06T13:55:29Z
date_updated: 2024-04-06T14:00:07Z
department:
- _id: '52'
doi: 10.1109/sdemped54949.2023.10271427
language:
- iso: eng
publication: 2023 IEEE 14th International Symposium on Diagnostics for Electrical
  Machines, Power Electronics and Drives (SDEMPED)
publication_status: published
publisher: IEEE
status: public
title: Online system identification and excitation for thermal monitoring of electric
  machines using machine learning and model predictive control
type: conference
user_id: '66'
year: '2023'
...
---
_id: '53543'
author:
- first_name: Fabian
  full_name: Winkel, Fabian
  last_name: Winkel
- first_name: Peter
  full_name: Scholz, Peter
  last_name: Scholz
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
citation:
  ama: Winkel F, Scholz P, Wallscheid O, Böcker J. Reducing Contact Bouncing of a
    Relay by Optimizing the Switch Signal During Run-Time. <i>IEEE Transactions on
    Automation Science and Engineering</i>. Published online 2023:1-11. doi:<a href="https://doi.org/10.1109/tase.2023.3322762">10.1109/tase.2023.3322762</a>
  apa: Winkel, F., Scholz, P., Wallscheid, O., &#38; Böcker, J. (2023). Reducing Contact
    Bouncing of a Relay by Optimizing the Switch Signal During Run-Time. <i>IEEE Transactions
    on Automation Science and Engineering</i>, 1–11. <a href="https://doi.org/10.1109/tase.2023.3322762">https://doi.org/10.1109/tase.2023.3322762</a>
  bibtex: '@article{Winkel_Scholz_Wallscheid_Böcker_2023, title={Reducing Contact
    Bouncing of a Relay by Optimizing the Switch Signal During Run-Time}, DOI={<a
    href="https://doi.org/10.1109/tase.2023.3322762">10.1109/tase.2023.3322762</a>},
    journal={IEEE Transactions on Automation Science and Engineering}, publisher={Institute
    of Electrical and Electronics Engineers (IEEE)}, author={Winkel, Fabian and Scholz,
    Peter and Wallscheid, Oliver and Böcker, Joachim}, year={2023}, pages={1–11} }'
  chicago: Winkel, Fabian, Peter Scholz, Oliver Wallscheid, and Joachim Böcker. “Reducing
    Contact Bouncing of a Relay by Optimizing the Switch Signal During Run-Time.”
    <i>IEEE Transactions on Automation Science and Engineering</i>, 2023, 1–11. <a
    href="https://doi.org/10.1109/tase.2023.3322762">https://doi.org/10.1109/tase.2023.3322762</a>.
  ieee: 'F. Winkel, P. Scholz, O. Wallscheid, and J. Böcker, “Reducing Contact Bouncing
    of a Relay by Optimizing the Switch Signal During Run-Time,” <i>IEEE Transactions
    on Automation Science and Engineering</i>, pp. 1–11, 2023, doi: <a href="https://doi.org/10.1109/tase.2023.3322762">10.1109/tase.2023.3322762</a>.'
  mla: Winkel, Fabian, et al. “Reducing Contact Bouncing of a Relay by Optimizing
    the Switch Signal During Run-Time.” <i>IEEE Transactions on Automation Science
    and Engineering</i>, Institute of Electrical and Electronics Engineers (IEEE),
    2023, pp. 1–11, doi:<a href="https://doi.org/10.1109/tase.2023.3322762">10.1109/tase.2023.3322762</a>.
  short: F. Winkel, P. Scholz, O. Wallscheid, J. Böcker, IEEE Transactions on Automation
    Science and Engineering (2023) 1–11.
date_created: 2024-04-17T14:00:22Z
date_updated: 2024-04-17T14:01:41Z
department:
- _id: '52'
doi: 10.1109/tase.2023.3322762
keyword:
- Electrical and Electronic Engineering
- Control and Systems Engineering
language:
- iso: eng
page: 1-11
publication: IEEE Transactions on Automation Science and Engineering
publication_identifier:
  issn:
  - 1545-5955
  - 1558-3783
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Reducing Contact Bouncing of a Relay by Optimizing the Switch Signal During
  Run-Time
type: journal_article
user_id: '66'
year: '2023'
...
---
_id: '54838'
author:
- first_name: Septimus
  full_name: Boshoff, Septimus
  last_name: Boshoff
- first_name: Jan
  full_name: Stenner, Jan
  id: '65520'
  last_name: Stenner
- first_name: Daniel
  full_name: Weber, Daniel
  id: '24041'
  last_name: Weber
  orcid: 0000-0003-3367-5998
- first_name: Marvin
  full_name: Meyer, Marvin
  last_name: Meyer
- first_name: Vikas
  full_name: Chidananda, Vikas
  last_name: Chidananda
- first_name: Sebastian
  full_name: Peitz, Sebastian
  id: '47427'
  last_name: Peitz
  orcid: 0000-0002-3389-793X
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: 'Boshoff S, Stenner J, Weber D, et al. Hybrid control of interconnected power
    converters using both expert-driven droop and data-driven reinforcement learning
    approaches. In: <i>IEEE Power and Energy Student Summit (PESS)</i>. VDE; 2023:124-129.'
  apa: Boshoff, S., Stenner, J., Weber, D., Meyer, M., Chidananda, V., Peitz, S.,
    &#38; Wallscheid, O. (2023). Hybrid control of interconnected power converters
    using both expert-driven droop and data-driven reinforcement learning approaches.
    <i>IEEE Power and Energy Student Summit (PESS)</i>, 124–129.
  bibtex: '@inproceedings{Boshoff_Stenner_Weber_Meyer_Chidananda_Peitz_Wallscheid_2023,
    title={Hybrid control of interconnected power converters using both expert-driven
    droop and data-driven reinforcement learning approaches}, booktitle={IEEE Power
    and Energy Student Summit (PESS)}, publisher={VDE}, author={Boshoff, Septimus
    and Stenner, Jan and Weber, Daniel and Meyer, Marvin and Chidananda, Vikas and
    Peitz, Sebastian and Wallscheid, Oliver}, year={2023}, pages={124–129} }'
  chicago: Boshoff, Septimus, Jan Stenner, Daniel Weber, Marvin Meyer, Vikas Chidananda,
    Sebastian Peitz, and Oliver Wallscheid. “Hybrid Control of Interconnected Power
    Converters Using Both Expert-Driven Droop and Data-Driven Reinforcement Learning
    Approaches.” In <i>IEEE Power and Energy Student Summit (PESS)</i>, 124–29. VDE,
    2023.
  ieee: S. Boshoff <i>et al.</i>, “Hybrid control of interconnected power converters
    using both expert-driven droop and data-driven reinforcement learning approaches,”
    in <i>IEEE Power and Energy Student Summit (PESS)</i>, 2023, pp. 124–129.
  mla: Boshoff, Septimus, et al. “Hybrid Control of Interconnected Power Converters
    Using Both Expert-Driven Droop and Data-Driven Reinforcement Learning Approaches.”
    <i>IEEE Power and Energy Student Summit (PESS)</i>, VDE, 2023, pp. 124–29.
  short: 'S. Boshoff, J. Stenner, D. Weber, M. Meyer, V. Chidananda, S. Peitz, O.
    Wallscheid, in: IEEE Power and Energy Student Summit (PESS), VDE, 2023, pp. 124–129.'
date_created: 2024-06-21T07:12:10Z
date_updated: 2024-06-21T08:28:45Z
department:
- _id: '655'
- _id: '52'
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10564542
page: 124-129
project:
- _id: '286'
  grant_number: 01IS20164
  name: 'DARE: DARE: Trainings-, Validierungs- und Benchmarkwerkzeuge zur Entwicklung
    datengetriebener Betriebs- und Regelungsverfahren für intelligente, lokale Energiesysteme'
publication: IEEE Power and Energy Student Summit (PESS)
publication_identifier:
  isbn:
  - 978-3-8007-6318-4
publisher: VDE
status: public
title: Hybrid control of interconnected power converters using both expert-driven
  droop and data-driven reinforcement learning approaches
type: conference
user_id: '47427'
year: '2023'
...
---
_id: '54839'
author:
- first_name: Marvin
  full_name: Meyer, Marvin
  last_name: Meyer
- first_name: Daniel
  full_name: Weber, Daniel
  id: '24041'
  last_name: Weber
  orcid: 0000-0003-3367-5998
- first_name: Vikas
  full_name: Chidananda, Vikas
  last_name: Chidananda
- first_name: Oliver
  full_name: Schweins, Oliver
  last_name: Schweins
- first_name: Jan
  full_name: Stenner, Jan
  id: '65520'
  last_name: Stenner
- first_name: Septimus
  full_name: Boshoff, Septimus
  last_name: Boshoff
- first_name: Sebastian
  full_name: Peitz, Sebastian
  id: '47427'
  last_name: Peitz
  orcid: 0000-0002-3389-793X
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
citation:
  ama: 'Meyer M, Weber D, Chidananda V, et al. ElectricGrid.jl – Automated modeling
    of decentralized electrical energy grids. In: <i>IEEE Power and Energy Student
    Summit (PESS)</i>. VDE; 2023:112-117.'
  apa: Meyer, M., Weber, D., Chidananda, V., Schweins, O., Stenner, J., Boshoff, S.,
    Peitz, S., &#38; Wallscheid, O. (2023). ElectricGrid.jl – Automated modeling of
    decentralized electrical energy grids. <i>IEEE Power and Energy Student Summit
    (PESS)</i>, 112–117.
  bibtex: '@inproceedings{Meyer_Weber_Chidananda_Schweins_Stenner_Boshoff_Peitz_Wallscheid_2023,
    title={ElectricGrid.jl – Automated modeling of decentralized electrical energy
    grids}, booktitle={IEEE Power and Energy Student Summit (PESS)}, publisher={VDE},
    author={Meyer, Marvin and Weber, Daniel and Chidananda, Vikas and Schweins, Oliver
    and Stenner, Jan and Boshoff, Septimus and Peitz, Sebastian and Wallscheid, Oliver},
    year={2023}, pages={112–117} }'
  chicago: Meyer, Marvin, Daniel Weber, Vikas Chidananda, Oliver Schweins, Jan Stenner,
    Septimus Boshoff, Sebastian Peitz, and Oliver Wallscheid. “ElectricGrid.Jl – Automated
    Modeling of Decentralized Electrical Energy Grids.” In <i>IEEE Power and Energy
    Student Summit (PESS)</i>, 112–17. VDE, 2023.
  ieee: M. Meyer <i>et al.</i>, “ElectricGrid.jl – Automated modeling of decentralized
    electrical energy grids,” in <i>IEEE Power and Energy Student Summit (PESS)</i>,
    2023, pp. 112–117.
  mla: Meyer, Marvin, et al. “ElectricGrid.Jl – Automated Modeling of Decentralized
    Electrical Energy Grids.” <i>IEEE Power and Energy Student Summit (PESS)</i>,
    VDE, 2023, pp. 112–17.
  short: 'M. Meyer, D. Weber, V. Chidananda, O. Schweins, J. Stenner, S. Boshoff,
    S. Peitz, O. Wallscheid, in: IEEE Power and Energy Student Summit (PESS), VDE,
    2023, pp. 112–117.'
date_created: 2024-06-21T07:13:11Z
date_updated: 2024-06-21T08:28:35Z
department:
- _id: '655'
- _id: '52'
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10564557
page: 112-117
project:
- _id: '286'
  grant_number: 01IS20164
  name: 'DARE: DARE: Trainings-, Validierungs- und Benchmarkwerkzeuge zur Entwicklung
    datengetriebener Betriebs- und Regelungsverfahren für intelligente, lokale Energiesysteme'
publication: IEEE Power and Energy Student Summit (PESS)
publication_identifier:
  isbn:
  - 978-3-8007-6318-4
publisher: VDE
status: public
title: ElectricGrid.jl – Automated modeling of decentralized electrical energy grids
type: conference
user_id: '47427'
year: '2023'
...
---
_id: '43456'
author:
- first_name: Anian
  full_name: Brosch, Anian
  id: '75779'
  last_name: Brosch
  orcid: 0000-0003-4871-1664
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
citation:
  ama: Brosch A, Wallscheid O, Böcker J. Time-Optimal Model Predictive Control of
    Permanent Magnet Synchronous Motors Considering Current and Torque Constraints.
    <i>IEEE Transactions on Power Electronics</i>. Published online 2023:1-14. doi:<a
    href="https://doi.org/10.1109/tpel.2023.3265705">10.1109/tpel.2023.3265705</a>
  apa: Brosch, A., Wallscheid, O., &#38; Böcker, J. (2023). Time-Optimal Model Predictive
    Control of Permanent Magnet Synchronous Motors Considering Current and Torque
    Constraints. <i>IEEE Transactions on Power Electronics</i>, 1–14. <a href="https://doi.org/10.1109/tpel.2023.3265705">https://doi.org/10.1109/tpel.2023.3265705</a>
  bibtex: '@article{Brosch_Wallscheid_Böcker_2023, title={Time-Optimal Model Predictive
    Control of Permanent Magnet Synchronous Motors Considering Current and Torque
    Constraints}, DOI={<a href="https://doi.org/10.1109/tpel.2023.3265705">10.1109/tpel.2023.3265705</a>},
    journal={IEEE Transactions on Power Electronics}, publisher={Institute of Electrical
    and Electronics Engineers (IEEE)}, author={Brosch, Anian and Wallscheid, Oliver
    and Böcker, Joachim}, year={2023}, pages={1–14} }'
  chicago: Brosch, Anian, Oliver Wallscheid, and Joachim Böcker. “Time-Optimal Model
    Predictive Control of Permanent Magnet Synchronous Motors Considering Current
    and Torque Constraints.” <i>IEEE Transactions on Power Electronics</i>, 2023,
    1–14. <a href="https://doi.org/10.1109/tpel.2023.3265705">https://doi.org/10.1109/tpel.2023.3265705</a>.
  ieee: 'A. Brosch, O. Wallscheid, and J. Böcker, “Time-Optimal Model Predictive Control
    of Permanent Magnet Synchronous Motors Considering Current and Torque Constraints,”
    <i>IEEE Transactions on Power Electronics</i>, pp. 1–14, 2023, doi: <a href="https://doi.org/10.1109/tpel.2023.3265705">10.1109/tpel.2023.3265705</a>.'
  mla: Brosch, Anian, et al. “Time-Optimal Model Predictive Control of Permanent Magnet
    Synchronous Motors Considering Current and Torque Constraints.” <i>IEEE Transactions
    on Power Electronics</i>, Institute of Electrical and Electronics Engineers (IEEE),
    2023, pp. 1–14, doi:<a href="https://doi.org/10.1109/tpel.2023.3265705">10.1109/tpel.2023.3265705</a>.
  short: A. Brosch, O. Wallscheid, J. Böcker, IEEE Transactions on Power Electronics
    (2023) 1–14.
date_created: 2023-04-11T14:19:06Z
date_updated: 2023-04-11T14:22:13Z
department:
- _id: '52'
doi: 10.1109/tpel.2023.3265705
keyword:
- Electrical and Electronic Engineering
language:
- iso: eng
page: 1-14
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: Time-Optimal Model Predictive Control of Permanent Magnet Synchronous Motors
  Considering Current and Torque Constraints
type: journal_article
user_id: '75779'
year: '2023'
...
---
_id: '46147'
author:
- first_name: Anian
  full_name: Brosch, Anian
  id: '75779'
  last_name: Brosch
  orcid: 0000-0003-4871-1664
- first_name: Fabio
  full_name: Tinazzi, Fabio
  last_name: Tinazzi
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Mauro
  full_name: Zigliotto, Mauro
  last_name: Zigliotto
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
citation:
  ama: Brosch A, Tinazzi F, Wallscheid O, Zigliotto M, Böcker J. Finite Set Sensorless
    Control With Minimum a Priori Knowledge and Tuning Effort for Interior Permanent
    Magnet Synchronous Motors. <i>IEEE Transactions on Power Electronics</i>. Published
    online 2023. doi:<a href="https://doi.org/10.1109/tpel.2023.3294557">10.1109/tpel.2023.3294557</a>
  apa: Brosch, A., Tinazzi, F., Wallscheid, O., Zigliotto, M., &#38; Böcker, J. (2023).
    Finite Set Sensorless Control With Minimum a Priori Knowledge and Tuning Effort
    for Interior Permanent Magnet Synchronous Motors. <i>IEEE Transactions on Power
    Electronics</i>. <a href="https://doi.org/10.1109/tpel.2023.3294557">https://doi.org/10.1109/tpel.2023.3294557</a>
  bibtex: '@article{Brosch_Tinazzi_Wallscheid_Zigliotto_Böcker_2023, title={Finite
    Set Sensorless Control With Minimum a Priori Knowledge and Tuning Effort for Interior
    Permanent Magnet Synchronous Motors}, DOI={<a href="https://doi.org/10.1109/tpel.2023.3294557">10.1109/tpel.2023.3294557</a>},
    journal={IEEE Transactions on Power Electronics}, publisher={Institute of Electrical
    and Electronics Engineers (IEEE)}, author={Brosch, Anian and Tinazzi, Fabio and
    Wallscheid, Oliver and Zigliotto, Mauro and Böcker, Joachim}, year={2023} }'
  chicago: Brosch, Anian, Fabio Tinazzi, Oliver Wallscheid, Mauro Zigliotto, and Joachim
    Böcker. “Finite Set Sensorless Control With Minimum a Priori Knowledge and Tuning
    Effort for Interior Permanent Magnet Synchronous Motors.” <i>IEEE Transactions
    on Power Electronics</i>, 2023. <a href="https://doi.org/10.1109/tpel.2023.3294557">https://doi.org/10.1109/tpel.2023.3294557</a>.
  ieee: 'A. Brosch, F. Tinazzi, O. Wallscheid, M. Zigliotto, and J. Böcker, “Finite
    Set Sensorless Control With Minimum a Priori Knowledge and Tuning Effort for Interior
    Permanent Magnet Synchronous Motors,” <i>IEEE Transactions on Power Electronics</i>,
    2023, doi: <a href="https://doi.org/10.1109/tpel.2023.3294557">10.1109/tpel.2023.3294557</a>.'
  mla: Brosch, Anian, et al. “Finite Set Sensorless Control With Minimum a Priori
    Knowledge and Tuning Effort for Interior Permanent Magnet Synchronous Motors.”
    <i>IEEE Transactions on Power Electronics</i>, Institute of Electrical and Electronics
    Engineers (IEEE), 2023, doi:<a href="https://doi.org/10.1109/tpel.2023.3294557">10.1109/tpel.2023.3294557</a>.
  short: A. Brosch, F. Tinazzi, O. Wallscheid, M. Zigliotto, J. Böcker, IEEE Transactions
    on Power Electronics (2023).
date_created: 2023-07-25T20:33:12Z
date_updated: 2023-07-25T20:34:51Z
department:
- _id: '52'
doi: 10.1109/tpel.2023.3294557
keyword:
- Electrical and Electronic Engineering
language:
- iso: eng
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 Sensorless Control With Minimum a Priori Knowledge and Tuning Effort
  for Interior Permanent Magnet Synchronous Motors
type: journal_article
user_id: '75779'
year: '2023'
...
---
_id: '46784'
article_number: '5616'
author:
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Sebastian
  full_name: Peitz, Sebastian
  id: '47427'
  last_name: Peitz
  orcid: 0000-0002-3389-793X
- first_name: Jan
  full_name: Stenner, Jan
  id: '65520'
  last_name: Stenner
- first_name: Daniel
  full_name: Weber, Daniel
  id: '24041'
  last_name: Weber
  orcid: 0000-0003-3367-5998
- first_name: Septimus
  full_name: Boshoff, Septimus
  last_name: Boshoff
- first_name: Marvin
  full_name: Meyer, Marvin
  last_name: Meyer
- first_name: Vikas
  full_name: Chidananda, Vikas
  last_name: Chidananda
- first_name: Oliver
  full_name: Schweins, Oliver
  last_name: Schweins
citation:
  ama: Wallscheid O, Peitz S, Stenner J, et al. ElectricGrid.jl - A Julia-based modeling
    and simulationtool for power electronics-driven electric energy grids. <i>Journal
    of Open Source Software</i>. 2023;8(89). doi:<a href="https://doi.org/10.21105/joss.05616">10.21105/joss.05616</a>
  apa: Wallscheid, O., Peitz, S., Stenner, J., Weber, D., Boshoff, S., Meyer, M.,
    Chidananda, V., &#38; Schweins, O. (2023). ElectricGrid.jl - A Julia-based modeling
    and simulationtool for power electronics-driven electric energy grids. <i>Journal
    of Open Source Software</i>, <i>8</i>(89), Article 5616. <a href="https://doi.org/10.21105/joss.05616">https://doi.org/10.21105/joss.05616</a>
  bibtex: '@article{Wallscheid_Peitz_Stenner_Weber_Boshoff_Meyer_Chidananda_Schweins_2023,
    title={ElectricGrid.jl - A Julia-based modeling and simulationtool for power electronics-driven
    electric energy grids}, volume={8}, DOI={<a href="https://doi.org/10.21105/joss.05616">10.21105/joss.05616</a>},
    number={895616}, journal={Journal of Open Source Software}, publisher={The Open
    Journal}, author={Wallscheid, Oliver and Peitz, Sebastian and Stenner, Jan and
    Weber, Daniel and Boshoff, Septimus and Meyer, Marvin and Chidananda, Vikas and
    Schweins, Oliver}, year={2023} }'
  chicago: Wallscheid, Oliver, Sebastian Peitz, Jan Stenner, Daniel Weber, Septimus
    Boshoff, Marvin Meyer, Vikas Chidananda, and Oliver Schweins. “ElectricGrid.Jl
    - A Julia-Based Modeling and Simulationtool for Power Electronics-Driven Electric
    Energy Grids.” <i>Journal of Open Source Software</i> 8, no. 89 (2023). <a href="https://doi.org/10.21105/joss.05616">https://doi.org/10.21105/joss.05616</a>.
  ieee: 'O. Wallscheid <i>et al.</i>, “ElectricGrid.jl - A Julia-based modeling and
    simulationtool for power electronics-driven electric energy grids,” <i>Journal
    of Open Source Software</i>, vol. 8, no. 89, Art. no. 5616, 2023, doi: <a href="https://doi.org/10.21105/joss.05616">10.21105/joss.05616</a>.'
  mla: Wallscheid, Oliver, et al. “ElectricGrid.Jl - A Julia-Based Modeling and Simulationtool
    for Power Electronics-Driven Electric Energy Grids.” <i>Journal of Open Source
    Software</i>, vol. 8, no. 89, 5616, The Open Journal, 2023, doi:<a href="https://doi.org/10.21105/joss.05616">10.21105/joss.05616</a>.
  short: O. Wallscheid, S. Peitz, J. Stenner, D. Weber, S. Boshoff, M. Meyer, V. Chidananda,
    O. Schweins, Journal of Open Source Software 8 (2023).
date_created: 2023-09-04T11:05:03Z
date_updated: 2023-09-04T11:06:06Z
department:
- _id: '655'
- _id: '52'
doi: 10.21105/joss.05616
intvolume: '         8'
issue: '89'
keyword:
- General Earth and Planetary Sciences
- General Environmental Science
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://joss.theoj.org/papers/10.21105/joss.05616
oa: '1'
publication: Journal of Open Source Software
publication_identifier:
  issn:
  - 2475-9066
publication_status: published
publisher: The Open Journal
status: public
title: ElectricGrid.jl - A Julia-based modeling and simulationtool for power electronics-driven
  electric energy grids
type: journal_article
user_id: '47427'
volume: 8
year: '2023'
...
---
_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: '30349'
author:
- first_name: Nikolas
  full_name: Förster, Nikolas
  last_name: Förster
- first_name: Philipp
  full_name: Rehlaender, Philipp
  id: '69469'
  last_name: Rehlaender
- first_name: Oliver
  full_name: Wallscheid, Oliver
  id: '11291'
  last_name: Wallscheid
  orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Frank
  full_name: Schafmeister, Frank
  id: '71291'
  last_name: Schafmeister
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
citation:
  ama: 'Förster N, Rehlaender P, Wallscheid O, Schafmeister F, Böcker J. An Open-Source
    Transistor Database and Toolbox as an Unified Software Engineering Tool for Managing
    and Evaluating Power Transistors. In: <i>Proc. 37th IEEE Applied Power Electronics
    Conference (APEC)</i>. IEEE.'
  apa: Förster, N., Rehlaender, P., Wallscheid, O., Schafmeister, F., &#38; Böcker,
    J. (n.d.). An Open-Source Transistor Database and Toolbox as an Unified Software
    Engineering Tool for Managing and Evaluating Power Transistors. <i>Proc. 37th
    IEEE Applied Power Electronics Conference (APEC)</i>. 37th IEEE Applied Power
    Electronics Conference (APEC 22), Houston, TX, USA.
  bibtex: '@inproceedings{Förster_Rehlaender_Wallscheid_Schafmeister_Böcker, place={Houston,
    TX, USA}, title={An Open-Source Transistor Database and Toolbox as an Unified
    Software Engineering Tool for Managing and Evaluating Power Transistors}, booktitle={Proc.
    37th IEEE Applied Power Electronics Conference (APEC)}, publisher={IEEE}, author={Förster,
    Nikolas and Rehlaender, Philipp and Wallscheid, Oliver and Schafmeister, Frank
    and Böcker, Joachim} }'
  chicago: 'Förster, Nikolas, Philipp Rehlaender, Oliver Wallscheid, Frank Schafmeister,
    and Joachim Böcker. “An Open-Source Transistor Database and Toolbox as an Unified
    Software Engineering Tool for Managing and Evaluating Power Transistors.” In <i>Proc.
    37th IEEE Applied Power Electronics Conference (APEC)</i>. Houston, TX, USA: IEEE,
    n.d.'
  ieee: N. Förster, P. Rehlaender, O. Wallscheid, F. Schafmeister, and J. Böcker,
    “An Open-Source Transistor Database and Toolbox as an Unified Software Engineering
    Tool for Managing and Evaluating Power Transistors,” presented at the 37th IEEE
    Applied Power Electronics Conference (APEC 22), Houston, TX, USA.
  mla: Förster, Nikolas, et al. “An Open-Source Transistor Database and Toolbox as
    an Unified Software Engineering Tool for Managing and Evaluating Power Transistors.”
    <i>Proc. 37th IEEE Applied Power Electronics Conference (APEC)</i>, IEEE.
  short: 'N. Förster, P. Rehlaender, O. Wallscheid, F. Schafmeister, J. Böcker, in:
    Proc. 37th IEEE Applied Power Electronics Conference (APEC), IEEE, Houston, TX,
    USA, n.d.'
conference:
  end_date: 2022-03-24
  location: Houston, TX, USA
  name: 37th IEEE Applied Power Electronics Conference (APEC 22)
  start_date: 2022-03-20
date_created: 2022-03-16T12:41:02Z
date_updated: 2022-03-16T13:35:07Z
department:
- _id: '52'
language:
- iso: eng
place: Houston, TX, USA
publication: Proc. 37th IEEE Applied Power Electronics Conference (APEC)
publication_status: inpress
publisher: IEEE
status: public
title: An Open-Source Transistor Database and Toolbox as an Unified Software Engineering
  Tool for Managing and Evaluating Power Transistors
type: conference
user_id: '71291'
year: '2022'
...
