• 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