DocumentCode
1913929
Title
Detection of sensor abrupt faults in aircraft control systems
Author
Samara, P.A. ; Sakellariou, J.S. ; Fouskitakis, G.N. ; Fassois, S.D.
Author_Institution
Dept. of Mech. & Aeronaut. Eng., Patras Univ., Greece
Volume
2
fYear
2003
fDate
23-25 June 2003
Firstpage
1366
Abstract
A weak model based method for the detection of sensor abrupt faults in aircraft control systems is introduced. The method is characterized by simplicity and the capability of operating exclusively upon a single monitored signal. It is based upon the fact that abrupt faults are characterized by time constants much smaller than those of the aircraft, and employs signal non-stationarity removal, signal whitening, and statistical decision making for fault detection. Attention is paid to the identification of electronic spikes and glitches, and their distinction from actual sensor faults. The method is implemented within the synthetic environment of a small commercial aircraft, which provides for sensor noise, wind effects, turbulence, and aircraft maneuvering, and is successfully assessed via abrupt faults occurring in an angle-of-attack (AoA) sensor.
Keywords
aircraft control; control systems; fault location; AoA sensor; actual sensor faults; aircraft control system; aircraft maneuvering; angle-of-attack; electronic spike identification; glitches identification; sensor abrupt faults detection; sensor noise; signal nonstationarity removal; signal whitening; single monitored signal; statistical decision making; synthetic environment; time constants; turbulence; wind effects; Aerospace control; Aerospace electronics; Aircraft; Decision making; Fault detection; Fault diagnosis; Monitoring; Sensor phenomena and characterization; Sensor systems; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Applications, 2003. CCA 2003. Proceedings of 2003 IEEE Conference on
Print_ISBN
0-7803-7729-X
Type
conf
DOI
10.1109/CCA.2003.1223211
Filename
1223211
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