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From Faults to Features: Pretraining to Learn Robust Representations against Sensor Failures2025 neural information processing systems conference-paper Engineering Fault Detection and Control Systems
Jens U. Brandt, Noah Christoph Pütz, Marcus Greiff, Thomas W. K. Lew, John K. Subosits, Marc Hilbert, +1 more
0citations -
A Combination of Fourier Transform and Machine Learning for Fault Detection and Diagnosis of Induction Motors2021 International Conference on Dependable Systems and Their Applications (DSA) conference-paper Engineering Machine Fault Diagnosis Techniques Open access
Văn Đức Nguyễn, Ewout Zwanenburg, Steffen Limmer, Wessel Luijben, Thomas Bäck, Markus Olhofer
15citations -
Reliable Virtual Sensing: A Multi-Domain Benchmark for Robustness Under Sensor Failures2026 arXiv (Cornell University) preprint Engineering Fault Detection and Control Systems Open access
Jens U. Brandt, Noah C. Puetz, Alexander Windmann, Marc Hilbert, Elena Raponi, Thomas Bäck, +1 more
0citations -
Big data generation platform for battery faults under real-world variances2025 Green Energy and Intelligent Transportation article Engineering Advanced Battery Technologies Research Open access cited by 1 patent
Daniel Luder, Wenjiong Cao, Philipp Dechent, Elias Barbers, Stephan Bihn, Lishuo Liu, +3 more
16citations -
A Data-driven Approach for Enhanced On-Board Fault Diagnosis to Support Euro 7 Standard Implementation2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Fault Detection and Control Systems Open access
Stella Canè, Lorenzo Brunelli, Volker Müller, Giuseppe Sammito, Tobias Brinkmann, Joschka Schaub, +1 more
0citations -
Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine learning with near-infrared-based process monitoring2023 Resources Conservation and Recycling article Engineering Fault Detection and Control Systems Open access
Nils Kroell, Abtin Maghmoumi, Tobias Dietl, Xiaozheng Chen, Bastian Küppers, Tabea Scherling, +2 more
36citations -
Hybrid Fault Detection and Isolation for the Fuel Turbopump Subsystem of the LOX/LNG Expander-Bleed Rocket Engine LUMEN2026 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Engineering Fault Detection and Control Systems Open access
Eldin Kurudzija, Marcos Quiñones-Grueiro, Kai Dresia, Austin Coursey, Gautam Biswas, Jan C. Deeken, +1 more
0citations -
The Active Ochtendung Fault Zone Seismic Experiment – Shallow refraction tomography in the East Eifel Volcanic Field, Germany2022 conference-abstract Earth and Planetary Sciences Seismic Imaging and Inversion Techniques Open access
Lars Houpt, Michael Frietsch, Andreas Rietbrock, T. Ryberg, Christian Haberland, Joachim R R Ritter, +3 more
1citations -
Hybrid soft sensor modeling for the wire section in tissue manufacturing: integrating first-principles and machine learning models2025 Nordic Pulp & Paper Research Journal article Engineering Fault Detection and Control Systems Open access
Rosario Othen, Chen Lu Song, Jan Schlake, Christian Möbitz, Thomas Gries
0citations