Wilhelm Kirchgässner

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 10

Top Topics

Convolutional Neural Networks

Reinforcement Learning

Permanent Magnet

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Eng. Appl. Artif. Intell.

IEEE Trans. Ind. Informatics

Publications

Wilhelm Kirchgässner, Nikolas Förster, Till Piepenbrock, Oliver Schweins, Oliver Wallscheid
HARDCORE: H-field and power loss estimation for arbitrary waveforms with residual, dilated convolutional neural networks in ferrite cores. CoRR (2024)
Wilhelm Kirchgässner, Oliver Wallscheid, Joachim Böcker
Thermal neural networks: Lumped-parameter thermal modeling with state-space machine learning. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Arne Traue, Gerrit Book, Wilhelm Kirchgässner, Oliver Wallscheid
Toward a Reinforcement Learning Environment Toolbox for Intelligent Electric Motor Control. IEEE Trans. Neural Networks Learn. Syst. 33 (3) (2022)
Praneeth Balakrishna, Gerrit Book, Wilhelm Kirchgässner, Maximilian Schenke, Arne Traue, Oliver Wallscheid
gym-electric-motor (GEM): A Python toolbox for the simulation of electric drive systems. J. Open Source Softw. 6 (58) (2021)
Wilhelm Kirchgässner, Oliver Wallscheid, Joachim Böcker
Thermal Neural Networks: Lumped-Parameter Thermal Modeling With State-Space Machine Learning. CoRR (2021)
Maximilian Schenke, Wilhelm Kirchgässner, Oliver Wallscheid
Controller Design for Electrical Drives by Deep Reinforcement Learning: A Proof of Concept. IEEE Trans. Ind. Informatics 16 (7) (2020)
Wilhelm Kirchgässner, Oliver Wallscheid, Joachim Böcker
Data-Driven Permanent Magnet Temperature Estimation in Synchronous Motors with Supervised Machine Learning. CoRR (2020)
Arne Traue, Gerrit Book, Wilhelm Kirchgässner, Oliver Wallscheid
Towards a Reinforcement Learning Environment Toolbox for Intelligent Electric Motor Control. CoRR (2019)
Wilhelm Kirchgässner, Oliver Wallscheid, Joachim Böcker
Empirical Evaluation of Exponentially Weighted Moving Averages for Simple Linear Thermal Modeling of Permanent Magnet Synchronous Machines. ISIE (2019)
Oliver Wallscheid, Wilhelm Kirchgässner, Joachim Böcker
Investigation of long short-term memory networks to temperature prediction for permanent magnet synchronous motors. IJCNN (2017)