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RISFault Detection on Short-Haul or Highly Dynamic Flights Using Transient Flight Segments
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A machine learning-based approach is presented, which allows to detect persistent engine faults after a single flight. It utilizes transient in-flight measurements and a transient engine model. The time series of the ...
Data-Driven Approaches for Thermocouple Conduction and Inertia Correction to Improve Engine Digital Twin Modeling
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Digital engine twins duplicate the real existing, complex system by a digitally created construct representing its time-dependent characteristics. Based on real-time measured data, they provide information about ...
Fault Detection on Short-Haul or Highly Dynamic Flights Using Transient Flight Segments
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A machine learning-based approach is presented, which allows to detect persistent engine faults after a single flight. It utilizes transient in-flight measurements and a transient engine model. The time series of the ...