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- Data Augmentation for Fault Classification of Railway Track Irregularities in Track-Vehicle Scale Model (2023)
https://ieeexplore.ieee.org/document/10324866 - Modern Tendencies in Vehicle-based Condition Monitoring of the Railway Track (2023):
https://ieeexplore.ieee.org/document/10041173 - High-Order Sliding Mode Observer for Outflow Reconstruction in a Branched Pipeline (2018):
https://ieeexplore.ieee.org/document/8511545
- Condition monitoring, predictive maintenance and optimal maintenance scheduling.
- Fault diagnosis in dynamical systems.
- Model-based, machine learning and hybrid algorithms.
- Data augmentation and signal generation / processing.
- Mechatronics, instrumentation and automatic control
- Assessment of Mixed Traffic Operation in Underutilized Rail Lines in Mexico: The Case Study of the Mixed Traffic Tram-Train located in Xalapa, Veracruz, Mexico.
- Determination of the Required Operational Modelling Schemes within the different Stages of a Railway Project: The Case Study of the Mixed Traffic Tram-Train located in Xalapa, Veracruz, Mexico.
- Identifizierung einer Übertragungsfunktionsmodells für das Fahrzeug-Gleis-Interaktionssystem und Charakterisierung des Frequenzgangs eines Schienenfahrzeugs.
- Modellierung und Synthese stochastischer vertikalen Gleislagefehler für Zustandsüberwachung und Fehlerdetektion und -isolation.
- Comparative Analysis of the Level of Development and Current Application of Condition Monitoring and Predictive Maintenance Techniques across different Modes of Transportation.
- Modelling and Synthesis of Track Irregularities for Data Augmentation using Advanced Schemes of Generative Adversarial Networks.