A Study on the Real-Time Parameter Estimation of DURUMI-II for Control Surface Fault Using Flight Test Data (Longitudinal Motion)

  • Park, Wook-Je (School of Mechatronics, Changwon National University) ;
  • Kim, Eung-Tai (Control and Avionics Group, Korea Aerospace Research Institute) ;
  • Song, Yong-Kyu (School of Aerospace and Mechanical Engineering, Korea Aerospace University) ;
  • Ko, Bong-Jin (School of Mechatronics, Changwon National University)
  • Published : 2007.08.31

Abstract

For the purpose of fault detection of the primary control surface, real-time estimation of the longitudinal stability and control derivatives of the DURUMI-II using the flight data is considered in this paper. The DURUM-II, a research UAV developed by KARI, is designed to have split control surfaces for the redundancy and to guarantee safety during the fault mode flight test. For fault mode analysis, the right elevator was deliberately fixed to the specified deflection condition. This study also mentions how to implement the multi-step control input efficiently, and how to switch between the normal mode and the fault mode during the flight test. As a realtime parameter estimation technique, Fourier transform regression method was used and the estimated data was compared with the results of the analytical method and the other available method. The aerodynamic derivatives estimated from the normal mode flight data and the fault mode data are compared and the possibility to detect the elevator fault by monitoring the control derivative estimated in real time by the computer onboard was discussed.

Keywords

References

  1. L. Ljung, System Identification: Theory for the User, Prentice Hall, Englewood Cliffs, NJ, 1987
  2. W.-J. Park, Parameter Estimation of Aerodynamic Stability Derivatives using Extended Kalman Filter (Longitudinal Motion), Master of Science, Hankuk Aviation University, December 1997
  3. M.-S. Hwang, H.-B. Eun, W.-J. Park, Y.-C. Kim, K.-J. Seong, E.-T. Kim, and J.-W. Lee 'Lateral stability/control derivatives estimation of canard type airplane from flight test,' Proc. of International Conference on Control, Automation and Systems, 2001
  4. M.-S. Hwang, W.-J. Park, Y.-C. Kim, H.-B. Eun, W.-J. Choi, and Y.-K. Song 'Lateral stability improvement of a canard airplane using a vertical panel,' Proc. of AIAA Atmospheric Flight Mechanics Conference and Exhibit, AIAA-2002-4625, Monterey, California, August 2002
  5. W.-J. Park, A Study on the Design of Real-Time Parameter Estimator for an Aircraft, Ph.D. Thesis, Hankuk Aviation University, December 2004
  6. A. Gelb, Applied Optimal Estimation, The M.I.T. Press, 1974
  7. J. M. Mendel, Lessons in Digital Estimation Theory, Prentice-Hall, 1987
  8. J. B. Garcia-Velo, Parameter Estimation of an Unstable Aircraft Using an Extended Kalman Filter, M.S. Thesis, University of Cincinnati, 1991
  9. J. B. Garcia-Velo and B. K. Walker, 'Aerodynamic parameter estimation for high performance aircraft using extended kalman filter,' J Guidance, Control and Dynamics, vol. 20, no. 6, pp. 1257-1260, Sept.-Oct. 1997 https://doi.org/10.2514/2.7597
  10. E. A. Morelli, 'High accuracy evaluation of the finite fourier transform using sampled data,' NASA-TM-110340, National Aeronautics and Space Administration, 1997
  11. E. A. Morelli, 'In-flight system identification,' Proc. of the AIAA Atmospheric Flight Mechanics Conference, AIAA-98-4261, Boston, MA, August 1998
  12. E. A. Morelli, 'Real-time parameter estimation in the frequency domain,' Proc. of the AIAA Atmospheric Flight Mechanics Conference, AIAA-99-4043, Portland, OR, August 1999
  13. E. A. Morelli, 'Identification of low order equivalent system models from flight test data,' NASA-TM-210117, National Aeronautics and Space Administration, 2000
  14. Y. Song, 'A study on real-time aircraft parameter estimation,' Proc. of the KSAS Spring Annual Meeting, pp. 359-362, 2001
  15. M. R. Napolitano, Y. Song, and B. Seanor, 'Online parameter estimation for restructurable flight control systems,' Aircraft Design, vol. 4, no. 1, pp. 19-50, March 2001 https://doi.org/10.1016/S1369-8869(00)00023-9
  16. S.-O. Koo, C.-H Im, K.-W. Nam, and H.-C. Lee 'A study on comparison of dynamic stability and flight test for small-long endurance UAV,' KARI-UA-TM-2000-010, Korea Aerospace Research Institute, June 2000
  17. Y.-D. Kim, 'A study on fault detection and redundancy management system,' SUDP-P1-G4, Ministry of Commerce, Industry and Energy of Korea, March 2005
  18. D. P. Raymer, Aircraft Design: A Conceptual Approach, AIAA Education Series, 1989
  19. Advanced Aircraft Analysis User's Manual Version 2.2, DARcorporation, 1999
  20. Introduction to Performance and Flying Qualities Flight Testing, National Test Pilot School, 2000
  21. W.-J. Park, E.-T. Kim, K.-J. Seong, and Y.-C. Kim, 'A study on the parameter estimation of DURUMI-II for the fixed right elevator using flight test data,' Journal of Mechanical Science and Technology, vol. 20, no. 8, pp. 1234-1241, 2006 https://doi.org/10.1007/BF02916021