IFAC-PapersOnLine · 2015 · 23 citations · 16 references
EngineeringAerospace EngineeringSystems EngineeringAircraft StructuresFlight MechanicsUnmanned Aircraft SystemsDiagnosticsFault DetectionStructural Health MonitoringWing AerodynamicsWing StructuresWing TheoryDrag CoefficientIce Accretion EffectsIcing DiagnosticsLikelihood Ratio TestingNonlinear System ModelingRobust Fault DetectionStatistical Change DetectionStructural Change Detection
This paper address the issue of structural change, caused by ice accretion, on UAVs by utilising a Neyman Pearson (NP) based statistical change detection approach, for the identification of structural changes of fixed wing UAV airfoils. A structural analysis is performed on the nonlinear aircraft system and residuals are generated, where a generalised likelihood ratio test is applied to detect faults. Numerical simulations demonstrate a robust detection with adequate balance between false alarm rate and sensitivity.
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Fundamentals of Statistical Signal Processing: Estimation Theory
Sailes K. Sengijpta · Technometrics · 1995 · 11.3K citations