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Publikationen des Fachgebiets MDT


A Novel Evaluation Framework for Unsupervised Domain Adaption on Remaining Useful Lifetime Estimation

Krokotsch, T., Knaak, M. and Gühmann, C.

2020 IEEE International Conference on Prognostics and Health Management (ICPHM), 1–8. 2020

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High-Dimensional Adaptive Test Design Including Boundary Search

Sandmeier, N., Hegmann, M., Röpke, K., Gühmann, C. and Mewes, G.

SAE International Journal of Engines, 253–265. 2020

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Development of a coordinated control strategy in an engine starting process for HEV

Wei, X., Shen, D. and Gühmann, C.

Spannungsfeld Fahrzeugantriebe - Gedenkschrift für Prof. Dr.-Ing. Roland Baar. Universitätsverlag der TU Berlin, 144–157. 2020

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Neural Networks Versus Conventional Filters for Inertial-Sensor-based Attitude Estimation

Weber, D., Gühmann, C. and Seel, T.

23rd International Conference on Information Fusion 2020

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Incorporating Plane-Sweep in Convolutional Neural Network Stereo Imaging for Road Surface Reconstruction

Brunken, H. and Gühmann, C.

Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 784–791. 2019

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Monitoring Concept Study for Aerospace Power Gear Box Drive Train

Nowoisky, S., Grzeszkowski, M., Mokhtari, N., Gühmann, C. and Pelham, J. G.

International Conference on Gears 2019. VDI Verlag GmbH, 269–285. 2019

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Health Index Generation based on Compressed Sensing and Logistic Regression for Remaining Useful Life Prediction

Knöbel, C., Strommenger, D., Reuter, J. and Gühmann, C.

Proceedings of the Annual Conference of the Prognostics and Health Management Society 2019 : Scottsdale, AZ, USA. PHM Society. 2019

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Artificial Intelligence in Transmission Control: Clutch Engagement with Reinforcement Learning

Lampe, A., Gühmann, C., Serway, R. and Große Siestrup, L.

Dritev - Drivetrain For Vehicles 2019. VDI Verlag GmbH, 113–132. 2019

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Differentiation of Journal Bearing Friction States under varying Oil Viscosities based on Acoustic Emission Signals

Mokhtari, N., Knoblich, R., Nowoisky, S., Bote-Garcia, J.-L. and Gühmann, C.

2019 IEEE International Conference on Prognostics and Health Management (ICPHM). IEEE, 1–7. 2019

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International Conference on Calibration Methods and Automotive Data Analytics ; [held on May 21 and 22, 2019 in Berlin]

Röpke, K., Gühmann, C., Schultalbers, M., Baumann, W. and Knaak, M.

||expert verlag GmbH. 2019

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Detection and Localization of Electrical Faults in a Three Phase Synchronous Generator with Rectifier

Sabir, R., Rosato, D., Hartmann, S. and Gühmann, C.

2019 International Conference on Electrical Drives & Power Electronics (EDPE). IEEE, 18–23. 2019

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LSTM based Bearing Fault Diagnosis of Electrical Machines using Motor Current Signal

Sabir, R., Rosato, D., Hartmann, S. and Gühmann, C.

The 18th International Conference on Machine Learning Applications. IEEE. 2019

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