DocumentCode
3134991
Title
Fault diagnosis of aircraft heat exchangers based on RELS method
Author
He, Jie ; Zhu, Lei ; Zhao, Jing-quan ; Guo, Yuan-Yuan
Author_Institution
Sch. of Aeronaut. Sci. & Eng., Beihang Univ., Beijing, China
Volume
1
fYear
2011
fDate
25-28 July 2011
Firstpage
499
Lastpage
503
Abstract
Dynamic simulation of a triangle fin heat exchanger utilized in Aircraft Environment Control System (AECS) was performed. The physical parameters of heat exchanger have been identified using the Recursive Extended Least Squares (RELS) method. Then the behaviors of the heat exchanger with single/double faults were simulated and changes of the physical parameters from normal to fault conditions were analyzed. Then simulations were carried out with the given input and output data, and fault detection and fault isolation were done through the identification of changes of parameters. It is indicated that the RELS method is feasible for fault diagnosis. The relationship between the changes of physical parameters and the fault modes provides a useful approach to define the faults and can be extend to heat exchangers applied in practical engineering.
Keywords
aircraft control; fault diagnosis; heat exchangers; least squares approximations; aircraft environment control system; aircraft heat exchanger; dynamic simulation; fault condition; fault detection; fault diagnosis; fault isolation; recursive extended least squares method; triangle fin heat exchanger; Aircraft; Fault diagnosis; Fluids; Heat transfer; Heating; Parameter estimation; Simulation; Fault diagnosis; Fault modes; Heat exchanger; Physical parameters; RELS;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Information Processing (ICICIP), 2011 2nd International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4577-0813-8
Type
conf
DOI
10.1109/ICICIP.2011.6008294
Filename
6008294
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