Research Article
Air Data Sensor Fault Detection with an Augmented Floating Limiter
(a) training and validation flight statistics |
| | Max V(k) (m/s) | Mean V(k) (m/s) | Std V(k) (m/s) | Flight duration (min) |
| TR-FLIGHT-1 | 37.1 | 31.3 | 2.6 | 34.8 | TR-FLIGHT-2 | 35.5 | 30.5 | 1.1 | 26.8 | VAL-FLIGHT-1 | 37.3 | 33.4 | 2.8 | 16.5 | VAL-FLIGHT-2 | 37.1 | 32.1 | 2 | 17.3 | VAL-FLIGHT-3 | 33.8 | 31.1 | 0.7 | 18 | VAL-FLIGHT-4 | 34.4 | 31 | 1.02 | 28.3 | VAL-FLIGHT-5 | 38 | 32 | 1.5 | 30.8 |
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(b) α training and validation flight statistics |
| | Max α(k) (deg) | Mean α(k) (deg) | Std α(k) (deg) | Flight duration (min) |
| TR-FLIGHT-1 | 14.1 | 6.4 | 1.9 | 34.8 | TR-FLIGHT-2 | 12.1 | 6.3 | 0.9 | 26.8 | VAL-FLIGHT-1 | 11.4 | 4.9 | 1.7 | 16.5 | VAL-FLIGHT-2 | 14 | 5.6 | 1.4 | 17.3 | VAL-FLIGHT-3 | 9.3 | 6.4 | 0.5 | 18 | VAL-FLIGHT-4 | 10.3 | 4.6 | 1.5 | 20.3 | VAL-FLIGHT-5 | 9.1 | 6.2 | 0.7 | 28.3 | VAL-FLIGHT-6 | 10.5 | 5.8 | 0.9 | 30.8 |
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(c) β training and validation flight statistics |
| | Max β(k) (deg) | Mean β(k) (deg) | Std β(k) (deg) | Flight duration (min) |
| TR-FLIGHT-1 | 2.9 | −0.1 | 1.5 | 34.8 | TR-FLIGHT-2 | 8.3 | 0.3 | 1.4 | 26.8 | VAL-FLIGHT-1 | 1.6 | −0.7 | 1.1 | 17.3 | VAL-FLIGHT-2 | 9.8 | 0.6 | 1.1 | 18 | VAL-FLIGHT-3 | 7.1 | 1.3 | 1.5 | 20.3 | VAL-FLIGHT-4 | 6.2 | 1.5 | 0.7 | 19.9 | VAL-FLIGHT-5 | 6.5 | 0.9 | 1.2 | 30.8 |
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