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94 Publications
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2021 | Journal Article | LibreCat-ID: 29662
@article{Schenke_Wallscheid_2021, title={Improved Exploring Starts by Kernel Density Estimation-Based State-Space Coverage Acceleration in Reinforcement Learning}, journal={arXiv preprint arXiv:2105.08990}, author={Schenke, Maximilian and Wallscheid, Oliver}, year={2021} }
LibreCat
2021 | Journal Article | LibreCat-ID: 21557
@article{Brosch_Wallscheid_Böcker_2021, title={Torque and Inductances Estimation for Finite Model Predictive Control of Highly Utilized Permanent Magnet Synchronous Motors}, DOI={10.1109/tii.2021.3060469}, journal={IEEE Transactions on Industrial Informatics}, author={Brosch, Anian and Wallscheid, Oliver and Böcker, Joachim}, year={2021} }
LibreCat
| DOI
2021 | Preprint | LibreCat-ID: 29655
@article{Kirchgässner_Wallscheid_Böcker_2021, title={Thermal Neural Networks: Lumped-Parameter Thermal Modeling With State-Space Machine Learning}, journal={arXiv preprint arXiv:2103.16323}, author={Kirchgässner, Wilhelm and Wallscheid, Oliver and Böcker, Joachim}, year={2021} }
LibreCat
2020 | Journal Article | LibreCat-ID: 21252
@article{Traue_Book_Kirchgässner_Wallscheid_2020, title={Toward a Reinforcement Learning Environment Toolbox for Intelligent Electric Motor Control}, DOI={10.1109/tnnls.2020.3029573}, journal={IEEE Transactions on Neural Networks and Learning Systems}, author={Traue, Arne and Book, Gerrit and Kirchgässner, Wilhelm and Wallscheid, Oliver}, year={2020}, pages={1–10} }
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 21250
@article{Kirchgässner_Wallscheid_Böcker_2020, title={Estimating Electric Motor Temperatures with Deep Residual Machine Learning}, volume={36}, DOI={10.1109/tpel.2020.3045596}, number={7}, journal={IEEE Transactions on Power Electronics}, author={Kirchgässner, Wilhelm and Wallscheid, Oliver and Böcker, Joachim}, year={2020}, pages={7480–7488} }
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 21558
@article{Brosch_Hanke_Wallscheid_Böcker_2020, title={Data-Driven Recursive Least Squares Estimation for Model Predictive Current Control of Permanent Magnet Synchronous Motors}, DOI={10.1109/tpel.2020.3006779}, journal={IEEE Transactions on Power Electronics}, author={Brosch, Anian and Hanke, Sören and Wallscheid, Oliver and Böcker, Joachim}, year={2020}, pages={2179–2190} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 29956
@inproceedings{Stille_Weber_Lange_Vogt_Wallscheid_Böcker_2020, title={Emulation of Microgrids for Research and Validation of Control and Operation Strategies}, DOI={10.1109/speedam48782.2020.9161971}, booktitle={2020 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM)}, publisher={IEEE}, author={Stille, Karl Stephan Christian and Weber, Daniel and Lange, Jarren and Vogt, Thorsten and Wallscheid, Oliver and Böcker, Joachim}, year={2020} }
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 30033
@article{Stender_Wallscheid_Böcker_2020, title={Comparison of Gray-Box and Black-Box Two-Level Three-Phase Inverter Models for Electrical Drives}, volume={68}, DOI={10.1109/tie.2020.3018060}, number={9}, journal={IEEE Transactions on Industrial Electronics}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Stender, Marius and Wallscheid, Oliver and Böcker, Joachim}, year={2020}, pages={8646–8656} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 30036
@inproceedings{Stender_Wallscheid_Böcker_2020, title={Accurate Torque Estimation for Induction Motors by Utilizing Globally Optimized Flux Observers}, DOI={10.1109/speedam48782.2020.9161955}, booktitle={2020 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM)}, publisher={IEEE}, author={Stender, Marius and Wallscheid, Oliver and Böcker, Joachim}, year={2020} }
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 29649
@article{Heid_Weber_Bode_Hüllermeier_Wallscheid_2020, title={OMG: A scalable and flexible simulation and testing environment toolbox for intelligent microgrid control}, volume={5}, number={54}, journal={Journal of Open Source Software}, author={Heid, Stefan and Weber, Daniel and Bode, Henrik and Hüllermeier, Eyke and Wallscheid, Oliver}, year={2020}, pages={2435} }
LibreCat
2020 | Journal Article | LibreCat-ID: 29644
@article{Bode_Heid_Weber_Hüllermeier_Wallscheid_2020, title={Towards a scalable and flexible simulation and testing environment toolbox for intelligent microgrid control}, journal={arXiv preprint arXiv:2005.04869}, author={Bode, Henrik and Heid, Stefan and Weber, Daniel and Hüllermeier, Eyke and Wallscheid, Oliver}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 29641
@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} }
LibreCat
2020 | Journal Article | LibreCat-ID: 29643
@article{Wallscheid_Ngoumtsa_2020, title={Investigation of disturbance observers for model predictive current control in electric drives}, volume={35}, number={12}, journal={IEEE Transactions on Power Electronics}, publisher={IEEE}, author={Wallscheid, Oliver and Ngoumtsa, Etienne Florian Bouna}, year={2020}, pages={13563–13572} }
LibreCat
2020 | Journal Article | LibreCat-ID: 29642
@article{Hanke_Wallscheid_Böcker_2020, title={Data Set Description: Identifying the Physics Behind an Electric Motor–Data-Driven Learning of the Electrical Behavior (Part II)}, journal={arXiv preprint arXiv:2003.06268}, author={Hanke, Sören and Wallscheid, Oliver and Böcker, Joachim}, year={2020} }
LibreCat
2020 | Journal Article | LibreCat-ID: 29640
@article{Kirchgässner_Wallscheid_Böcker_2020, title={Data-Driven Permanent Magnet Temperature Estimation in Synchronous Motors with Supervised Machine Learning}, journal={arXiv preprint arXiv:2001.06246}, author={Kirchgässner, Wilhelm and Wallscheid, Oliver and Böcker, Joachim}, year={2020} }
LibreCat
2020 | Report | LibreCat-ID: 30034
@book{Stender_Wallscheid_Böcker_2020, title={Data Set Description: Three-Phase IGBT Two-Level Inverter for Electrical Drives}, DOI={10.13140/RG.2.2.23335.37280}, author={Stender, Marius and Wallscheid, Oliver and Böcker, Joachim}, year={2020} }
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 25030
@article{Schenke_Kirchgässner_Wallscheid_2019, title={Controller Design for Electrical Drives by Deep Reinforcement Learning: A Proof of Concept}, DOI={10.1109/tii.2019.2948387}, journal={IEEE Transactions on Industrial Informatics}, author={Schenke, Maximilian and Kirchgässner, Wilhelm and Wallscheid, Oliver}, year={2019}, pages={4650–4658} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 21247
@inproceedings{Kirchgässner_Wallscheid_Böcker_2019, title={Empirical Evaluation of Exponentially Weighted Moving Averages for Simple Linear Thermal Modeling of Permanent Magnet Synchronous Machines}, DOI={10.1109/isie.2019.8781195}, booktitle={2019 IEEE 28th International Symposium on Industrial Electronics (ISIE)}, author={Kirchgässner, Wilhelm and Wallscheid, Oliver and Böcker, Joachim}, year={2019} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 21249
@inproceedings{Kirchgässner_Wallscheid_Böcker_2019, title={Deep Residual Convolutional and Recurrent Neural Networks for Temperature Estimation in Permanent Magnet Synchronous Motors}, DOI={10.1109/iemdc.2019.8785109}, booktitle={2019 IEEE International Electric Machines & Drives Conference (IEMDC)}, author={Kirchgässner, Wilhelm and Wallscheid, Oliver and Böcker, Joachim}, year={2019} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 30035
@inproceedings{Stender_Wallscheid_Böcker_2019, title={Development of a Black-Box Two-Level IGBT Three-Phase Inverter Compensation Scheme for Electrical Drives}, DOI={10.1109/isie.2019.8781543}, booktitle={2019 IEEE 28th International Symposium on Industrial Electronics (ISIE)}, publisher={IEEE}, author={Stender, Marius and Wallscheid, Oliver and Böcker, Joachim}, year={2019} }
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