Wilhelm Kirchgässner

12 papers B 1Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
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	—	`—`	Data-driven thermal modeling of a permanent magnet synchronous motor with machine learning (Datengetriebene thermische Modellierung eines Permanentmagnet-Synchronomotors mittels maschinellem Lernen) Wilhelm Kirchgässner
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
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	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	J	`jnl`	Thermal Neural Networks: Lumped-Parameter Thermal Modeling With State-Space Machine Learning. CoRR Wilhelm Kirchgässner, 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-Driven Permanent Magnet Temperature Estimation in Synchronous Motors with Supervised Machine Learning. CoRR Wilhelm Kirchgässner, 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	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