Research Article

Robust Data-Driven Fault Detection: An Application to Aircraft Air Data Sensors

Table 1

Different aircraft and flight conditions adopted in this paper.

AircraftGeneral configurationWeightSpanData sourceFlight condition

Large cargo airplane, quadruple piston engines, high wing41.0 t38.0 mSimulation(i) Low altitude, LTO, manual
Large passenger aircraft, quadruple turbo engines, low wing174 t59.6 mSimulation(i) High altitude, cruise, AP
(ii) Low altitude, free flight, manual
Large passenger aircraft, double turbo engines, low wing44.6 t35.8 mReal flight(i) Low altitude, LTO, manual
General aviation, double piston engines, high wing3.12 t19.8 mSimulation(i) High altitude, cruise, AP
Fighter aircraft, double turbo engines, delta wing10.5 t11.4 mReal flight(i) Medium altitude, manual flight