Autoencoder-Based Iterative Modeling and Multivariate Time-Series Subsequence Clustering Algorithm by Jonas Kohne, Lars Henning, Clemens Guhmann

Get full text

RIANN—A Robust Neural Network Outperforms Attitude Estimation Filters by Daniel Weber, Clemens Gühmann, Thomas Seel

Get full text

Improvement of Generative Adversarial Network and Its Application in Bearing Fault Diagnosis: A Review by Diwang Ruan, Xuran Chen, Clemens Gühmann, Jianping Yan

Get full text

Collaborative Optimization of CNN and GAN for Bearing Fault Diagnosis under Unbalanced Datasets by Diwang Ruan, Xinzhou Song, Clemens Gühmann, Jianping Yan

Get full text

Light convolutional neural network by neural architecture search and model pruning for bearing fault diagnosis and remaining useful life prediction by Diwang Ruan, Jinzhao Han, Jianping Yan, Clemens Gühmann

Get full text

Dynamics Modeling of Bearing with Defect in Modelica and Application in Direct Transfer Learning from Simulation to Test Bench for Bearing Fault Diagnosis by Diwang Ruan, Yuxiang Chen, Clemens Gühmann, Jianping Yan, Zhirou Li

Get full text

Bearing Digital Twin Based on Response Model and Reinforcement Learning by Zhaorong Li, Jiaoying Wang, Diwang Ruan, Jianping Yan, Clemens Gühmann

Get full text

Friction and Wear Monitoring Methods for Journal Bearings of Geared Turbofans Based on Acoustic Emission Signals and Machine Learning by Noushin Mokhtari, Jonathan Gerald Pelham, Sebastian Nowoisky, José-Luis Bote-Garcia, Clemens Gühmann

Get full text

The Impact of an Overlaid Ripple Current on Battery Aging: The Development of the SiCWell Dataset by Erik Goldammer, Marius Gentejohann, Michael Schlüter, Daniel Weber, Wolfgang Wondrak, Sibylle Dieckerhoff, Clemens Gühmann, Julia Kowal

Get full text