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Inhalt des Dokuments

Publikationen des Fachgebiets MDT

2021

Securing Deep Learning Models with Autoencoder based Anomaly Detection

Kühne, J., März, C. and Gühmann, C.

PHM Society European Conference 6(1), p. 13. 2021

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Diagnosis of Bearing Faults in Electrical Machines Using Long Short-Term Memory (LSTM)

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

Deep learning applications. Springer, 81–99. 2021

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Signal Generation Using 1d Deep Convolutional Generative Adversarial Networks for Fault Diagnosis of Electrical Machines

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

25th International Conference on Pattern Recognition (ICPR 2020) 2021

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Schätzung des Verschleißvolumens an Gleitlagern

Bote-Garcia, J.-L. and Gühmann, C.

tm-Technisches Messen. Oldenbourg Wissenschaftsverlag, s17–s21. 2021

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Modeling of A Bearing Test Bench and Analysis of Defect Bearing Dynamics in Modelica

Ruan, D., Li, Z. and Gühmann, C.

Modelica Conferences, 373–382. 2021

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Exploration and Effect Analysis of Improvement in Convolution Neural Network for Bearing Fault Diagnosis

Ruan, D., Zhang, F. and Gühmann, C.

2021 IEEE International Conference on Prognostics and Health Management (ICPHM), 1–8. 2021

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Bearing Fault Classification Based on Convolutional Neural Network and Uncertainty Analysis

Ruan, D., Geng, S., Yan, J. and Gühmann, C.

2021 40th Chinese Control Conference (CCC), 4319–4326. 2021

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Collaborative Optimization of CNN and GAN for Bearing Fault Diagnosis under Unbalanced Datasets

Ruan, D., Song, X., Gühmann, C. and Yan, J.

Lubricants. Multidisciplinary Digital Publishing Institute, 105. 2021

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2020

Klassifikation von Grübchenschäden an Zahnrädern mittels Vibrationsmessungen

Grzeszkowski, M., Nowoisky, S., Scholzen, P., Kappmeyer, G., Gühmann, C., Brimmers, J. and Brecher, C.

tm - Technisches Messen, 56–61. 2020

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Road Surface Reconstruction by Stereo Vision

Brunken, H. and Gühmann, C.

PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science, 433–448. 2020

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Hybrid Modeling of a Catalyst with Autoencoder Based Selection Strategy

Kühne, J., März, C., Werfel, J., Gelbert, G., Behrendt, F. and Gühmann, C.

SAE Powertrains, Fuels and Lubricants Meeting. SAE International. 2020

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Wear monitoring of journal bearings with acoustic emission under different operating conditions

Bote-Garcia, J.-L., Mokhtari, N. and Gühmann, C.

PHM Society European Conference, 8. 2020

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