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Domain Adaptation via Simulation Parameter and Data Perturbation for Predictive Maintenance2024 PHM Society European Conference conference-abstract Engineering Machine Fault Diagnosis Techniques Open access
Kiavash Fathi, Fabio Corradini, Marcin Sadurski, Marco Silvestri, Marko Ristin, Afrooz Laghaei, +3 more
0citations -
Optimizing Pavement Maintenance with AI: A Data-Driven Framework Integrating Optimization and Machine Learning2026 International Journal of Pavement Research and Technology article Engineering Infrastructure Maintenance and Monitoring Open access
Tiago Tamagusko, Sérgio Copetti Callai, Matheus Gomes Correia, A M Ferreira
2citations -
Degradation functions for railway station equipment quality based on maintenance-influenced data2021 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE) conference-paper Engineering Reliability and Maintenance Optimization Open access
Maren Maus, Nadine Friesen, Mark Heckmann, Lea Elfert, Nils Nießen
1citations -
Impact of using text classifiers for standardising maintenance data of wind turbines on reliability calculations2024 IET Renewable Power Generation article Engineering Reliability and Maintenance Optimization Open access
Julia Walgern, Katharina Beckh, Neele Hannes, Martin Horn, Marc‐Alexander Lutz, Katharina Fischer, +1 more
6citations -
Towards Industry 5.0: AAS/MLOps-Driven Model Maintenance for Data-Centric Production2025 International Conference on Informatics in Control, Automation and Robotics (ICINCO) conference-paper Engineering Digital Transformation in Industry Open access
Kiavash Fathi, Marcin Sadurski, Stefan Waskow, Tobias Kleinert, Hans Wernher van de Venn
0citations -
Development of a Scalable Digital Twin for Tram and Light-rail Infrastructure based on Open Data for Early Prediction of Rail and Track Defects2025 Annual Conference of the PHM Society conference-paper Engineering Railway Engineering and Dynamics Open access
Philipp Leibner, Jannik Goersch, Thomas Hempel, Raphael Pfaff
0citations -
A Data-Driven Framework for Anomaly Detection in Industrial Systems Using Log Data2025 Proceedings of the Annual Conference of the IEEE Industrial Electronics Society conference-paper Computer Science Software System Performance and Reliability
Merle Hewing, Yuanchen Zhao, Manuel Vossel, Paul Nieschler, Tobias Kleinert
0citations -
Digital Twin Road: value and implications involving data and application2025 Discover Applied Sciences article Engineering Infrastructure Maintenance and Monitoring Open access
Atul Anantheswar, Marcel May, Gabriele Wadlig, Juliana Hildebrandt, Kira Amelie Thiessat, Ines Wollny, +5 more
9citations