NDLI: Fault detection of flight critical systems

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Fault detection of flight critical systems

Content Provider	IEEE Xplore Digital Library
Author	Aravena, J.L. Chowdhury, F.N.
Copyright Year	2001
Description	Author affiliation: Louisiana State Univ., Baton Rouge, LA, USA (Aravena, J.L.)
Abstract	Describes initial results of a project developing fault tolerant control systems for critical aircraft systems and focuses on the early detection of faulty components. The main goal is the use of signal processing techniques to analyze sensor information and data-mine changes that could be attributable to faulty behavior. The approach compares well with residual-based techniques but requires only output data. Hence, it could be applied to situations where residual-based approaches are not feasible. We present the use of orthogonal filter banks as the processing elements to create fault indicators. The case study is an F14 jet fighter. Using computer simulations we create various faults and monitor the plane angle of attack. The filter bank creates a number of orthogonal components, some of which have a clearly distinct pre and post fault behavior. This behavior changes with the type of fault suggesting that it is possible to classify the faults. Another issue addressed is the generation of alarm signals based on the results of the fault detector. The paper discusses how the information in the components can be processed to create automatic alarm systems.
File Size	767423
File Format	PDF
ISBN	0780370341
DOI	10.1109/DASC.2001.963315
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2001-10-14
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Fault detection Filter bank Fault tolerant systems Control systems Aircraft Aerospace control Signal processing Information analysis Signal analysis Sensor phenomena and characterization
Content Type	Text
Resource Type	Article

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