---
_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: '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'
...