Neural network based low-airspeed sensor
Neural network based low-airspeed sensor
- Neue Suche nach: McCool, K.
- Neue Suche nach: Morales, M.A.
- Neue Suche nach: Haas, D.J.
- Neue Suche nach: McCool, K.
- Neue Suche nach: Morales, M.A.
- Neue Suche nach: Haas, D.J.
A neural network based low-airspeed sensor is developed using flight test data from an SH-60 helicopter specifically collected for this purpose. Inputs to the network are parameters that are typically monitored by a flight data recorder or a health and usage monitoring system. Approximately five percent of the data is utilized for network training. Prediction results indicate that accurate prediction of low airspeed magnitude and direction is possible with a root-mean-square error just under three knots. The neural network based low-airspeed sensor can be utilized in real time to improve situational awareness for pilots or implemented as a non-real-time algorithm for regime recognition in order to improve the assignment of fatigue damage for structural usage monitoring in the low-airspeed flight regime. The neural network based low-airspeed sensor provides a viable and affordable alternative to advanced mechanical low-airspeed sensor systems.
Dokumentinformationen
Neural network based low-airspeed sensor
Messung niedriger Fluggeschwindigkeiten von Hubschraubern durch Auswertung von Sensordaten einem neuronalen Netz
Journal of the American Helicopter Society ; 47 , 3 ; 178-185
2002
8 Seiten, 13 Bilder, 5 Tabellen, 18 Quellen
Aufsatz (Zeitschrift)
Englisch
Ähnliche Titel
Neural Network Based Low-Airspeed Sensor
| Online Contents | 2002
Engineering Index Backfile | 1947