---
_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: '29663'
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
citation:
  ama: 'Gedlu EG, Wallscheid O, Böcker J. Temperature estimation of electric machines
    using a hybrid model of feed-forward neural and low-order lumped-parameter thermal
    networks. In: <i>2021 IEEE International Electric Machines &#38; Drives Conference
    (IEMDC)</i>. ; 2021:1–8. doi:<a href="https://doi.org/10.1109/IEMDC47953.2021.9449548">10.1109/IEMDC47953.2021.9449548</a>'
  apa: Gedlu, E. G., Wallscheid, O., &#38; Böcker, J. (2021). Temperature estimation
    of electric machines using a hybrid model of feed-forward neural and low-order
    lumped-parameter thermal networks. <i>2021 IEEE International Electric Machines
    &#38; Drives Conference (IEMDC)</i>, 1–8. <a href="https://doi.org/10.1109/IEMDC47953.2021.9449548">https://doi.org/10.1109/IEMDC47953.2021.9449548</a>
  bibtex: '@inproceedings{Gedlu_Wallscheid_Böcker_2021, title={Temperature estimation
    of electric machines using a hybrid model of feed-forward neural and low-order
    lumped-parameter thermal networks}, DOI={<a href="https://doi.org/10.1109/IEMDC47953.2021.9449548">10.1109/IEMDC47953.2021.9449548</a>},
    booktitle={2021 IEEE International Electric Machines &#38; Drives Conference (IEMDC)},
    author={Gedlu, Emebet Gebeyehu and Wallscheid, Oliver and Böcker, Joachim}, year={2021},
    pages={1–8} }'
  chicago: Gedlu, Emebet Gebeyehu, Oliver Wallscheid, and Joachim Böcker. “Temperature
    Estimation of Electric Machines Using a Hybrid Model of Feed-Forward Neural and
    Low-Order Lumped-Parameter Thermal Networks.” In <i>2021 IEEE International Electric
    Machines &#38; Drives Conference (IEMDC)</i>, 1–8, 2021. <a href="https://doi.org/10.1109/IEMDC47953.2021.9449548">https://doi.org/10.1109/IEMDC47953.2021.9449548</a>.
  ieee: 'E. G. Gedlu, O. Wallscheid, and J. Böcker, “Temperature estimation of electric
    machines using a hybrid model of feed-forward neural and low-order lumped-parameter
    thermal networks,” in <i>2021 IEEE International Electric Machines &#38; Drives
    Conference (IEMDC)</i>, 2021, pp. 1–8, doi: <a href="https://doi.org/10.1109/IEMDC47953.2021.9449548">10.1109/IEMDC47953.2021.9449548</a>.'
  mla: Gedlu, Emebet Gebeyehu, et al. “Temperature Estimation of Electric Machines
    Using a Hybrid Model of Feed-Forward Neural and Low-Order Lumped-Parameter Thermal
    Networks.” <i>2021 IEEE International Electric Machines &#38; Drives Conference
    (IEMDC)</i>, 2021, pp. 1–8, doi:<a href="https://doi.org/10.1109/IEMDC47953.2021.9449548">10.1109/IEMDC47953.2021.9449548</a>.
  short: 'E.G. Gedlu, O. Wallscheid, J. Böcker, in: 2021 IEEE International Electric
    Machines &#38; Drives Conference (IEMDC), 2021, pp. 1–8.'
date_created: 2022-01-28T14:11:08Z
date_updated: 2022-02-21T21:02:04Z
department:
- _id: '52'
doi: 10.1109/IEMDC47953.2021.9449548
language:
- iso: eng
page: 1–8
publication: 2021 IEEE International Electric Machines & Drives Conference (IEMDC)
status: public
title: Temperature estimation of electric machines using a hybrid model of feed-forward
  neural and low-order lumped-parameter thermal networks
type: conference
user_id: '11291'
year: '2021'
...
---
_id: '29641'
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
citation:
  ama: 'Gedlu EG, Wallscheid O, Böcker J. Permanent magnet synchronous machine temperature
    estimation using low-order lumped-parameter thermal network with extended iron
    loss model. In: <i>The 10th International Conference on Power Electronics, Machines
    and Drives (PEMD 2020)</i>. Vol 2020. ; 2020:937–942.'
  apa: Gedlu, E. G., Wallscheid, O., &#38; Böcker, J. (2020). Permanent magnet synchronous
    machine temperature estimation using low-order lumped-parameter thermal network
    with extended iron loss model. <i>The 10th International Conference on Power Electronics,
    Machines and Drives (PEMD 2020)</i>, <i>2020</i>, 937–942.
  bibtex: '@inproceedings{Gedlu_Wallscheid_Böcker_2020, title={Permanent magnet synchronous
    machine temperature estimation using low-order lumped-parameter thermal network
    with extended iron loss model}, volume={2020}, booktitle={The 10th International
    Conference on Power Electronics, Machines and Drives (PEMD 2020)}, author={Gedlu,
    Emebet Gebeyehu and Wallscheid, Oliver and Böcker, Joachim}, year={2020}, pages={937–942}
    }'
  chicago: Gedlu, Emebet Gebeyehu, Oliver Wallscheid, and Joachim Böcker. “Permanent
    Magnet Synchronous Machine Temperature Estimation Using Low-Order Lumped-Parameter
    Thermal Network with Extended Iron Loss Model.” In <i>The 10th International Conference
    on Power Electronics, Machines and Drives (PEMD 2020)</i>, 2020:937–942, 2020.
  ieee: E. G. Gedlu, O. Wallscheid, and J. Böcker, “Permanent magnet synchronous machine
    temperature estimation using low-order lumped-parameter thermal network with extended
    iron loss model,” in <i>The 10th International Conference on Power Electronics,
    Machines and Drives (PEMD 2020)</i>, 2020, vol. 2020, pp. 937–942.
  mla: Gedlu, Emebet Gebeyehu, et al. “Permanent Magnet Synchronous Machine Temperature
    Estimation Using Low-Order Lumped-Parameter Thermal Network with Extended Iron
    Loss Model.” <i>The 10th International Conference on Power Electronics, Machines
    and Drives (PEMD 2020)</i>, vol. 2020, 2020, pp. 937–942.
  short: 'E.G. Gedlu, O. Wallscheid, J. Böcker, in: The 10th International Conference
    on Power Electronics, Machines and Drives (PEMD 2020), 2020, pp. 937–942.'
date_created: 2022-01-28T14:11:02Z
date_updated: 2022-03-02T07:22:12Z
department:
- _id: '52'
intvolume: '      2020'
language:
- iso: eng
page: 937–942
publication: The 10th International Conference on Power Electronics, Machines and
  Drives (PEMD 2020)
status: public
title: Permanent magnet synchronous machine temperature estimation using low-order
  lumped-parameter thermal network with extended iron loss model
type: conference
user_id: '11291'
volume: 2020
year: '2020'
...