Tizian Schneider

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Condition Monitoring

Machine Learning

Power Transformers

Acoustic Emission

Top Venues

Publications

Payman Goodarzi, Yannick Robin, Andreas Schütze, Tizian Schneider
Deep convolutional neural networks for cyclic sensor data. CoRR (2023)
Christopher Schnur, Yannick Robin, Payman Goodarzi, Tanja Dorst, Andreas Schütze, Tizian Schneider
Development of a bearing test-bed for acquiring data for robust and transferable machine learning. I2MTC (2023)
Yannick Robin, Johannes Amann, Payman Goodarzi, Tizian Schneider, Andreas Schütze, Christian Bur
Comparison of Explainable Machine Learning Algorithms for Optimization of Virtual Gas Sensor Arrays. I2MTC (2023)
Payman Goodarzi, Andreas Schütze, Tizian Schneider
Comparing AutoML and Deep Learning Methods for Condition Monitoring using Realistic Validation Scenarios. CoRR (2023)
Payman Goodarzi, Steffen Klein, Andreas Schütze, Tizian Schneider
Comparing Different Feature Extraction Methods in Condition Monitoring Applications. I2MTC (2023)
Christopher Schnur, Payman Goodarzi, Yevgeniya Lugovtsova, Jannis Bulling, Jens Prager, Kilian Tschöke, Jochen Moll, Andreas Schütze, Tizian Schneider
Towards Interpretable Machine Learning for Automated Damage Detection Based on Ultrasonic Guided Waves. Sensors 22 (1) (2022)
Yannick Robin, Payman Goodarzi, Tobias Baur, Caroline Schultealbert, Andreas Schütze, Tizian Schneider
Machine Learning based calibration time reduction for Gas Sensors in Temperature Cycled Operation. I2MTC (2021)
Tanja Dorst, Björn Ludwig, Sascha Eichstädt, Tizian Schneider, Andreas Schütze
Metrology for the factory of the future: towards a case study in condition monitoring. I2MTC (2019)
Tizian Schneider, Steffen Klein, Anne Blum, Leonie Schirmer, Rainer Müller, Andreas Schütze
Combination of Human and Machine Intelligence to Optimize Assembly. SA (2019)
Tizian Schneider, Nikolai Helwig, Andreas Schütze
Automatic feature extraction and selection for condition monitoring and related datasets. I2MTC (2018)