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94 Publications
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2022 | Conference Paper | LibreCat-ID: 40212
@inproceedings{Haucke-Korber_Schenke_Wallscheid_2022, title={Reinforcement Learning-Based Deep Q Direct Torque Control with Adaptable Switching Frequency Towards Six-Step Operation of Permanent Magnet Synchronous Motors}, booktitle={IKMT 2022; 13. GMM/ETG-Symposium}, author={Haucke-Korber, Barnabas and Schenke, Maximilian and Wallscheid, Oliver}, year={2022}, pages={1–6} }
LibreCat
2022 | Journal Article | LibreCat-ID: 34065
@article{Kirchgässner_Wallscheid_Böcker_2022, title={Thermal neural networks: Lumped-parameter thermal modeling with state-space machine learning}, volume={117}, DOI={10.1016/j.engappai.2022.105537}, number={105537}, journal={Engineering Applications of Artificial Intelligence}, publisher={Elsevier BV}, author={Kirchgässner, Wilhelm and Wallscheid, Oliver and Böcker, Joachim}, year={2022} }
LibreCat
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2022 | Conference Paper | LibreCat-ID: 32859
@inproceedings{Kirchgässner_Wallscheid_Böcker_2022, title={Learning Thermal Properties and Temperature Models of Electric Motors with Neural Ordinary Differential Equations}, DOI={10.23919/ipec-himeji2022-ecce53331.2022.9807209}, booktitle={2022 International Power Electronics Conference (IPEC-Himeji 2022- ECCE Asia)}, publisher={IEEE}, author={Kirchgässner, Wilhelm and Wallscheid, Oliver and Böcker, Joachim}, year={2022} }
LibreCat
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2022 | Journal Article | LibreCat-ID: 44163
@article{Rehlaender_Wallscheid_Schafmeister_Böcker_2022, title={LLC Resonant Converter Modulations for Reduced Junction Temperatures in Half-Bridge Mode and Transformer Flux in the On-the-Fly Morphing Thereto}, volume={37}, DOI={10.1109/tpel.2022.3180758}, number={11}, journal={IEEE Transactions on Power Electronics}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Rehlaender, Philipp and Wallscheid, Oliver and Schafmeister, Frank and Böcker, Joachim}, year={2022}, pages={13413–13427} }
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2022 | Conference Paper | LibreCat-ID: 42894
@inproceedings{Kirchgässner_Wöckinger_Wallscheid_Bramerdorfer_Böcker_2022, title={Application of Thermal Neural Networks on a Small-Scale Electric Motor}, booktitle={IKMT 2022; 13. GMM/ETG-Symposium}, author={Kirchgässner, Wilhelm and Wöckinger, Daniel and Wallscheid, Oliver and Bramerdorfer, Gerd and Böcker, Joachim}, year={2022}, pages={1–6} }
LibreCat
2022 | Journal Article | LibreCat-ID: 31085
@article{Brosch_Rauhaus_Wallscheid_Böcker_Zimmer_2022, title={Data-Driven Adaptive Torque Oscillation Compensation for Multi-Motor Drive Systems}, DOI={10.1109/ojia.2022.3171333}, journal={IEEE Open Journal of Industry Applications}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Brosch, Anian and Rauhaus, Johann and Wallscheid, Oliver and Böcker, Joachim and Zimmer, Detmar}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 35126
@inproceedings{Förster_Hölscher_Piepenbrock_Rehlaender_Wallscheid_Schafmeister_Böcker_2022, title={An Open-Source FEM Magnetic Toolbox for Calculating Electric and Thermal Behavior of Power Electronic Magnetic Components}, booktitle={2022 24th European Conference on Power Electronics and Applications (EPE’22 ECCE Europe)}, author={Förster, Nikolas and Hölscher, Jonas and Piepenbrock, Till and Rehlaender, Philipp and Wallscheid, Oliver and Schafmeister, Frank and Böcker, Joachim}, year={2022}, pages={P.1-P.9} }
LibreCat
2021 | Journal Article | LibreCat-ID: 29657
@article{Brosch_Wallscheid_Böcker_2021, title={Model Predictive Control of Permanent Magnet Synchronous Motors in the Overmodulation Region Including Six-Step Operation}, volume={2}, DOI={10.1109/OJIA.2021.3066105}, journal={IEEE Open Journal of Industry Applications}, publisher={IEEE}, author={Brosch, Anian and Wallscheid, Oliver and Böcker, Joachim}, year={2021}, pages={47–63} }
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2021 | Conference Paper | LibreCat-ID: 29663
@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={10.1109/IEMDC47953.2021.9449548}, booktitle={2021 IEEE International Electric Machines & Drives Conference (IEMDC)}, author={Gedlu, Emebet Gebeyehu and Wallscheid, Oliver and Böcker, Joachim}, year={2021}, pages={1–8} }
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2021 | Journal Article | LibreCat-ID: 22162
@article{Book_Traue_Balakrishna_Brosch_Schenke_Hanke_Kirchgässner_Wallscheid_2021, title={Transferring Online Reinforcement Learning for Electric Motor Control From Simulation to Real-World Experiments}, DOI={10.1109/ojpel.2021.3065877}, journal={IEEE Open Journal of Power Electronics}, author={Book, Gerrit and Traue, Arne and Balakrishna, Praneeth and Brosch, Anian and Schenke, Maximilian and Hanke, Sören and Kirchgässner, Wilhelm and Wallscheid, Oliver}, year={2021}, pages={187–201} }
LibreCat
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2021 | Journal Article | LibreCat-ID: 29653
@article{Weber_Heid_Bode_Lange_Hüllermeier_Wallscheid_2021, title={Safe Bayesian Optimization for Data-Driven Power Electronics Control Design in Microgrids: From Simulations to Real-World Experiments}, volume={9}, DOI={10.1109/ACCESS.2021.3062144}, journal={IEEE Access}, publisher={IEEE}, author={Weber, Daniel and Heid, Stefan and Bode, Henrik and Lange, Jarren and Hüllermeier, Eyke and Wallscheid, Oliver}, year={2021}, pages={35654–35669} }
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2021 | Journal Article | LibreCat-ID: 30030
@article{Stender_Wallscheid_Böcker_2021, title={Accurate Torque Control for Induction Motors by Utilizing a Globally Optimized Flux Observer}, volume={36}, DOI={10.1109/tpel.2021.3080129}, number={11}, journal={IEEE Transactions on Power Electronics}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Stender, Marius and Wallscheid, Oliver and Böcker, Joachim}, year={2021}, pages={13261–13274} }
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2021 | Conference Paper | LibreCat-ID: 30031
@inproceedings{Stender_Wallscheid_Böcker_2021, title={Accurate Torque Estimation for Induction Motors by Utilizing a Hybrid Machine Learning Approach}, DOI={10.1109/pemc48073.2021.9432615}, booktitle={2021 IEEE 19th International Power Electronics and Motion Control Conference (PEMC)}, publisher={IEEE}, author={Stender, Marius and Wallscheid, Oliver and Böcker, Joachim}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 30029
@inproceedings{Stender_Wallscheid_Böcker_2021, title={Combined Electrical-Thermal Gray-Box Model and Parameter Identification of an Induction Motor}, DOI={10.1109/iecon48115.2021.9589225}, booktitle={IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society}, publisher={IEEE}, author={Stender, Marius and Wallscheid, Oliver and Böcker, Joachim}, year={2021} }
LibreCat
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2021 | Conference Paper | LibreCat-ID: 30032
@inproceedings{Stender_Wallscheid_Böcker_2021, title={Gray-Box Loss Model for Induction Motor Drives}, DOI={10.1109/pemc48073.2021.9432491}, booktitle={2021 IEEE 19th International Power Electronics and Motion Control Conference (PEMC)}, publisher={IEEE}, author={Stender, Marius and Wallscheid, Oliver and Böcker, Joachim}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 29665
@inproceedings{Hanke_Wallscheid_Böcker_2021, title={Comparison of Artificial Neural Network and Least Squares Prediction Models for Finite-Control-Set Model Predictive Control of a Permanent Magnet Synchronous Motor}, DOI={10.1049%2Ficp.2021.1122}, publisher={IET Digital Library}, author={Hanke, Sören and Wallscheid, Oliver and Böcker, Joachim}, year={2021} }
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2021 | Journal Article | LibreCat-ID: 29664
@article{Wallscheid_2021, title={Thermal Monitoring of Electric Motors: State-of-the-Art Review and Future Challenges}, journal={IEEE Open Journal of Industry Applications}, publisher={IEEE}, author={Wallscheid, Oliver}, year={2021} }
LibreCat
2021 | Journal Article | LibreCat-ID: 21251
@article{Kirchgässner_Wallscheid_Böcker_2021, title={Data-Driven Permanent Magnet Temperature Estimation in Synchronous Motors with Supervised Machine Learning: A Benchmark}, volume={36}, DOI={10.1109/tec.2021.3052546}, number={3}, journal={IEEE Transactions on Energy Conversion}, author={Kirchgässner, Wilhelm and Wallscheid, Oliver and Böcker, Joachim}, year={2021}, pages={2059–2067} }
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2021 | Journal Article | LibreCat-ID: 21254
@article{Balakrishna_Book_Kirchgässner_Schenke_Traue_Wallscheid_2021, title={gym-electric-motor (GEM): A Python toolbox for the simulation of electric drive systems}, DOI={10.21105/joss.02498}, number={2498}, journal={Journal of Open Source Software}, author={Balakrishna, Praneeth and Book, Gerrit and Kirchgässner, Wilhelm and Schenke, Maximilian and Traue, Arne and Wallscheid, Oliver}, year={2021} }
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2021 | Journal Article | LibreCat-ID: 25031
@article{Schenke_Wallscheid_2021, title={A Deep Q-Learning Direct Torque Controller for Permanent Magnet Synchronous Motors}, DOI={10.1109/ojies.2021.3075521}, journal={IEEE Open Journal of the Industrial Electronics Society}, author={Schenke, Maximilian and Wallscheid, Oliver}, year={2021}, pages={388–400} }
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