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Tobias Brinkmann

RWTH Aachen University

Templergraben 55

52056 Aachen, 52056

Germany

  • RWTH Aachen University

SCHOLARLY PAPERS

2

DOWNLOADS

240

TOTAL CITATIONS

1

Scholarly Papers (2)

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1.

Study on the Interpretability of Thermal Neural Networks for Permanent Magnet Synchronous Machines

Number of pages: 23 Posted: 22 Feb 2024
Anna Isabel Ramones, Samuel Kieling, Tobias Brinkmann, Christian Monissen, Markus Eisenbarth and Jakob Andert
RWTH Aachen University, RWTH Aachen University, RWTH Aachen University, RWTH Aachen University, RWTH Aachen University and RWTH Aachen University
Downloads 130 (561,789)
Citation 1

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electrical machine control, thermal neural network, rotor temperature estimation, state-space modeling, time-series clustering, System Identification

2.

Electric Machine Co-Optimization: System Design Process Using Bayesian Optimization and Nonlinear Model Predictive Control

Number of pages: 20 Posted: 11 Aug 2024
Christoph Wellmann, Abdul Rahman Khaleel, Tobias Brinkmann, Alexander Wahl, Christian Monissen, Markus Eisenbarth and Jakob Andert
RWTH Aachen University, RWTH Aachen University, RWTH Aachen University, FEV Europe GmbH, RWTH Aachen University, RWTH Aachen University and RWTH Aachen University
Downloads 110 (640,165)

Abstract:

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Model Predictive Thermal Control, Thermal Field Weakening, Powertrain Right Sizing, Electric Machine Design, Bayesian Optimization