Eventos Anais de eventos
COBEM 2017
24th ABCM International Congress of Mechanical Engineering
Model identification approach for aircraft failure detection on take-off maneuver using a motion-based simulator
Submission Author:
Aline Dahleni Kraemer , SP
Co-Authors:
Aline Dahleni Kraemer, Diego Hernandez Arjoni , Emilia Villani
Presenter: Aline Dahleni Kraemer
doi://10.26678/ABCM.COBEM2017.COB17-0750
Abstract
This work presents a model identification approach for aircraft failure detection on take-off maneuver. A motion-based simulator was used to perform experiments of normal and failure flight conditions. Data from normal flights were used to estimate an ARX model based on least-squares method. The failure detection method proposed is based on the comparison of measured output with ARX model output. Data from normal flights and flights with failures are submitted to the failure detection method and performance is measured by precision and recall. Results show precision of 97.9% and recall of 100%.
Keywords
aircraft systems, Flight Simulator, Fault Detection
