Oliver Wallscheid

36 papers B 2C 4Journal 27Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Power Electronic Converter Control Framework Based on Graph Neural Networks - An Early Proof-of-Concept. CoRR Darius Jakobeit, Oliver Wallscheid
2026	J	`jnl`	Optimal Control of Voltage-Forming Grid Inverters by Model Predictive Control and Reinforcement Learning. IEEE Access Daniel Weber, Dominik Schmies, Jarren H. Lange, Maximilian Schenke, Oliver Wallscheid
2026	J	`jnl`	RHINO-MAG: Recursive H-Field Inference based on Observed Magnetic Flux under Dynamic Excitation. CoRR Hendrik Vater, Oliver Schweins, Lukas Hölsch, Wilhelm Kirchgässner, Till Piepenbrock, Oliver Wallscheid
2024	J	`jnl`	HARDCORE: H-field and power loss estimation for arbitrary waveforms with residual, dilated convolutional neural networks in ferrite cores. CoRR Wilhelm Kirchgässner, Nikolas Förster, Till Piepenbrock, Oliver Schweins, Oliver Wallscheid
2024	J	`jnl`	Reducing Contact Bouncing of a Relay by Optimizing the Switch Signal During Run-Time. IEEE Trans Autom. Sci. Eng. Fabian Winkel, Peter Scholz, Oliver Wallscheid, Joachim Böcker
2023	J	`jnl`	Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning. CoRR Sebastian Peitz, Jan Stenner, Vikas Chidananda, Oliver Wallscheid, Steven L. Brunton, Kunihiko Taira
2023	J	`jnl`	ElectricGrid.jl - A Julia-based modeling and simulation tool for power electronics-driven electric energy grids. J. Open Source Softw. Oliver Wallscheid, Sebastian Peitz, Jan Stenner, Daniel Weber, Septimus Boshoff, Marvin Meyer, Vikas Chidananda, Oliver Schweins
2023	J	`jnl`	Steady-State Error Compensation for Reinforcement Learning-Based Control of Power Electronic Systems. IEEE Access Daniel Weber, Maximilian Schenke, Oliver Wallscheid
2023	J	`jnl`	Thermal neural networks: Lumped-parameter thermal modeling with state-space machine learning. Eng. Appl. Artif. Intell. Wilhelm Kirchgässner, Oliver Wallscheid, Joachim Böcker
2022	C	`conf`	Adaptive Operating Strategy for Induction Motors Under Changing Electrical-Thermal Conditions. IECON Marius Stender, Marius Becker, Oliver Wallscheid, Joachim Böcker
2022	J	`jnl`	Steady-State Error Compensation in Reference Tracking and Disturbance Rejection Problems for Reinforcement Learning-Based Control. CoRR Daniel Weber, Maximilian Schenke, Oliver Wallscheid
2022	J	`jnl`	Toward a Reinforcement Learning Environment Toolbox for Intelligent Electric Motor Control. IEEE Trans. Neural Networks Learn. Syst. Arne Traue, Gerrit Book, Wilhelm Kirchgässner, Oliver Wallscheid
2021	C	`conf`	Combined Electrical-Thermal Gray-Box Model and Parameter Identification of an Induction Motor. IECON Marius Stender, Oliver Wallscheid, Joachim Böcker
2021	J	`jnl`	Comparison of Gray-Box and Black-Box Two-Level Three-Phase Inverter Models for Electrical Drives. IEEE Trans. Ind. Electron. Marius Stender, Oliver Wallscheid, Joachim Böcker
2021	J	`jnl`	Improved Exploring Starts by Kernel Density Estimation-Based State-Space Coverage Acceleration in Reinforcement Learning. CoRR Maximilian Schenke, Oliver Wallscheid
2021	J	`jnl`	Safe Bayesian Optimization for Data-Driven Power Electronics Control Design in Microgrids: From Simulations to Real-World Experiments. IEEE Access Daniel Weber, Stefan Heid, Henrik Bode, Jarren H. Lange, Eyke Hüllermeier, Oliver Wallscheid
2021	J	`jnl`	Thermal Neural Networks: Lumped-Parameter Thermal Modeling With State-Space Machine Learning. CoRR Wilhelm Kirchgässner, Oliver Wallscheid, Joachim Böcker
2021	J	`jnl`	Torque and Inductances Estimation for Finite Model Predictive Control of Highly Utilized Permanent Magnet Synchronous Motors. IEEE Trans. Ind. Informatics Anian Brosch, Oliver Wallscheid, Joachim Böcker
2021	J	`jnl`	gym-electric-motor (GEM): A Python toolbox for the simulation of electric drive systems. J. Open Source Softw. Praneeth Balakrishna, Gerrit Book, Wilhelm Kirchgässner, Maximilian Schenke, Arne Traue, Oliver Wallscheid
2020	J	`jnl`	Controller Design for Electrical Drives by Deep Reinforcement Learning: A Proof of Concept. IEEE Trans. Ind. Informatics Maximilian Schenke, Wilhelm Kirchgässner, Oliver Wallscheid
2020	J	`jnl`	Data Set Description: Identifying the Physics Behind an Electric Motor - Data-Driven Learning of the Electrical Behavior (Part I). CoRR Sören Hanke, Oliver Wallscheid, Joachim Böcker
2020	J	`jnl`	Data Set Description: Identifying the Physics Behind an Electric Motor - Data-Driven Learning of the Electrical Behavior (Part II). CoRR Sören Hanke, Oliver Wallscheid, Joachim Böcker
2020	J	`jnl`	Data-Driven Permanent Magnet Temperature Estimation in Synchronous Motors with Supervised Machine Learning. CoRR Wilhelm Kirchgässner, Oliver Wallscheid, Joachim Böcker
2020	J	`jnl`	Improved Fusion of Permanent Magnet Temperature Estimation Techniques for Synchronous Motors Using a Kalman Filter. IEEE Trans. Ind. Electron. Daniel Efren Gaona Erazo, Oliver Wallscheid, Joachim Böcker
2020	J	`jnl`	OMG: A Scalable and Flexible Simulation and Testing Environment Toolbox for Intelligent Microgrid Control. J. Open Source Softw. Stefan Heid, Daniel Weber, Henrik Bode, Eyke Hüllermeier, Oliver Wallscheid
2020	J	`jnl`	Towards a Scalable and Flexible Simulation and Testing Environment Toolbox for Intelligent Microgrid Control. CoRR Henrik Bode, Stefan Heid, Daniel Weber, Eyke Hüllermeier, Oliver Wallscheid
2019	J	`jnl`	Data-Driven Recursive Least Squares Estimation for Model Predictive Current Control of Permanent Magnet Synchronous Motors. CoRR Anian Brosch, Sören Hanke, Oliver Wallscheid, Joachim Böcker
2019	—	`conf`	Development of a Black-Box Two-Level IGBT Three-Phase Inverter Compensation Scheme for Electrical Drives. ISIE Marius Stender, Oliver Wallscheid, Joachim Böcker
2019	—	`conf`	Empirical Evaluation of Exponentially Weighted Moving Averages for Simple Linear Thermal Modeling of Permanent Magnet Synchronous Machines. ISIE Wilhelm Kirchgässner, Oliver Wallscheid, Joachim Böcker
2019	—	`conf`	Stator Flux-Based Field-Oriented Position-Sensorless Control of Permanent Magnet Synchronous Motors With Limited Parameter Knowledge. ISIE Oliver Wallscheid, Muhammad Saad Shafiq, Joachim Böcker
2019	J	`jnl`	Towards a Reinforcement Learning Environment Toolbox for Intelligent Electric Motor Control. CoRR Arne Traue, Gerrit Book, Wilhelm Kirchgässner, Oliver Wallscheid
2017	B	`conf`	Investigation of long short-term memory networks to temperature prediction for permanent magnet synchronous motors. IJCNN Oliver Wallscheid, Wilhelm Kirchgässner, Joachim Böcker
2017	J	`jnl`	Observing the Permanent-Magnet Temperature of Synchronous Motors Based on Electrical Fundamental Wave Model Quantities. IEEE Trans. Ind. Electron. Oliver Wallscheid, Andreas Specht, Joachim Böcker
2017	B	`conf`	Prediction of residual power peaks in industrial microgrids using artificial neural networks. IJCNN Thorsten Vogt, Daniel Weber, Oliver Wallscheid, Joachim Böcker
2014	C	`conf`	Real-time capable methods to determine the magnet temperature of permanent magnet synchronous motors - A review. IECON Oliver Wallscheid, Tobias Huber, Wilhelm Peters, Joachim Böcker
2012	C	`conf`	A precise open-loop torque control for an interior permanent magnet synchronous motor (IPMSM) considering iron losses. IECON Wilhelm Peters, Oliver Wallscheid, Joachim Böcker