Diagnostics of an aircraft engine pumping unit using a hybrid approach based-on surrogate modeling

This document introduces a hybrid approach for fault detection and identification of an aircraft engine pumping unit. It is based on the complementarity between a model-based approach accounting for uncertainties aimed at quantifying the degradation modes signatures and a data-driven approach aimed...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Lamoureux, Benjamin, Masse, Jean-Remi, Mechbal, Nazih
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Adaptation models Automatic degradations detection Engineering Sciences hybrid approach identification kriging Latin hypercube sampling Mathematics Prognostics and Health Management Signal and Image processing Statistics surrogate modeling
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