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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>.","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>.","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.","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} }","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>.","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>"},"publication_status":"published","title":"Online system identification and excitation for thermal monitoring of electric machines using machine learning and model predictive control","doi":"10.1109/sdemped54949.2023.10271427","publisher":"IEEE","date_updated":"2024-04-06T14:00:07Z","date_created":"2024-04-06T13:55:29Z","author":[{"first_name":"Emebet Gebeyehu","last_name":"Gedlu","id":"77572","full_name":"Gedlu, Emebet Gebeyehu"},{"first_name":"Oliver","orcid":"https://orcid.org/0000-0001-9362-8777","last_name":"Wallscheid","full_name":"Wallscheid, Oliver","id":"11291"},{"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"}]},{"department":[{"_id":"52"}],"user_id":"11291","_id":"29663","language":[{"iso":"eng"}],"publication":"2021 IEEE International Electric Machines & Drives Conference (IEMDC)","type":"conference","status":"public","author":[{"last_name":"Gedlu","full_name":"Gedlu, Emebet Gebeyehu","id":"77572","first_name":"Emebet Gebeyehu"},{"first_name":"Oliver","orcid":"https://orcid.org/0000-0001-9362-8777","last_name":"Wallscheid","id":"11291","full_name":"Wallscheid, Oliver"},{"last_name":"Böcker","orcid":"0000-0002-8480-7295","full_name":"Böcker, Joachim","id":"66","first_name":"Joachim"}],"date_created":"2022-01-28T14:11:08Z","date_updated":"2022-02-21T21:02:04Z","doi":"10.1109/IEMDC47953.2021.9449548","title":"Temperature estimation of electric machines using a hybrid model of feed-forward neural and low-order lumped-parameter thermal networks","page":"1–8","citation":{"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>.","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>","short":"E.G. Gedlu, O. Wallscheid, J. 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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.","short":"E.G. Gedlu, O. Wallscheid, J. 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