Safe Bayesian Optimization for Data-Driven Power Electronics Control Design in Microgrids: From Simulations to Real-World Experiments - Weber, Daniel; Heid, Stefan; Bode, Henrik; Lange, Jarren; Hüllermeier, Eyke; Wallscheid, Oliver (IEEE Access)

Accurate Torque Control for Induction Motors by Utilizing a Globally Optimized Flux Observer - Stender, Marius; Wallscheid, Oliver; Böcker, Joachim (IEEE Transactions on Power Electronics)
Keywords: Electrical and Electronic Engineering

Accurate Torque Estimation for Induction Motors by Utilizing a Hybrid Machine Learning Approach - Stender, Marius; Wallscheid, Oliver; Böcker, Joachim (2021 IEEE 19th International Power Electronics and Motion Control Conference (PEMC))

Combined Electrical-Thermal Gray-Box Model and Parameter Identification of an Induction Motor - Stender, Marius; Wallscheid, Oliver; Böcker, Joachim (IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society)

Gray-Box Loss Model for Induction Motor Drives - Stender, Marius; Wallscheid, Oliver; Böcker, Joachim (2021 IEEE 19th International Power Electronics and Motion Control Conference (PEMC))

Comparison of Artificial Neural Network and Least Squares Prediction Models for Finite-Control-Set Model Predictive Control of a Permanent Magnet Synchronous Motor - Hanke, Sören; Wallscheid, Oliver; Böcker, Joachim

Thermal Monitoring of Electric Motors: State-of-the-Art Review and Future Challenges - Wallscheid, Oliver (IEEE Open Journal of Industry Applications)

Data-Driven Permanent Magnet Temperature Estimation in Synchronous Motors with Supervised Machine Learning: A Benchmark - Kirchgässner, Wilhelm; Wallscheid, Oliver; Böcker, Joachim (IEEE Transactions on Energy Conversion)

gym-electric-motor (GEM): A Python toolbox for the simulation of electric drive systems - Balakrishna, Praneeth; Book, Gerrit; Kirchgässner, Wilhelm; Schenke, Maximilian; Traue, Arne; Wallscheid, Oliver (Journal of Open Source Software)

A Deep Q-Learning Direct Torque Controller for Permanent Magnet Synchronous Motors - Schenke, Maximilian; Wallscheid, Oliver (IEEE Open Journal of the Industrial Electronics Society)