DocumentCode :
3203318
Title :
Fault Detection and Isolation of a Cryogenic Rocket Engine Combustion Chamber Using a Parity Space Approach
Author :
van Gelder, P. ; Bos, A.
Author_Institution :
Sci. & Technol. B.V., Delft, Netherlands
fYear :
2009
fDate :
19-23 July 2009
Firstpage :
341
Lastpage :
345
Abstract :
This paper presents a parity space (PS) approach for fault detection and isolation (FDI) of a cryogenic rocket engine combustion chamber. Nominal and non-nominal simulation data for three engine set points have been provided. The PS approach uses three measurements to generate residuals and a spherical transformation to map these residuals to faults. The radial co-ordinate is used for fault detection whereas the azimuthal and polar co-ordinates are used for fault isolation. Evaluation criteria are missed alarms, false alarms, and fault detection time. Although the approach needs a different residual generation method to become more robust, it works very well when compared with the other FDI approaches.
Keywords :
condition monitoring; cryogenics; fault diagnosis; mechanical engineering computing; neural nets; rocket engines; artificial neural nets; azimuthal coordinates; cryogenic rocket engine combustion chamber; fault detection; fault isolation; health monitoring system; parity space approach; polar coordinates; residual generation method; Combustion; Computational modeling; Cryogenics; Engines; Fault detection; Fault diagnosis; Rockets; Space missions; Space technology; Testing; Fault Detection; Fault Diagnosis; Fault Isolation; Parity Space; Rocket Engine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Space Mission Challenges for Information Technology, 2009. SMC-IT 2009. Third IEEE International Conference on
Conference_Location :
Pasadena, CA
Print_ISBN :
978-0-7695-3637-8
Type :
conf
DOI :
10.1109/SMC-IT.2009.47
Filename :
5226812
Link To Document :
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