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Fault Detection and Isolation using Singular Value Decomposition for Redundant Sensors System

특이치 분해를 이용한 중복 센서의 EDI 기법과 성능 분석

  • 심덕선 (중앙대학교 전자전기공학부) ;
  • 양철관 (중앙대학교 전자전기공학부)
  • Published : 2004.04.01

Abstract

In this paper, we propose a FDI method, which comes from singular value decomposition of measurement matrix fur redundant sensors. We analyze the performance of the proposed FDI method by comparing with the GLT method in two ways such as FDI performance and GN&C performance. Also, we propose a GN&C performance index by combining FDI and GN&C performance.

Keywords

References

  1. A. Ray, and R. Luck, 'An introduction to sensor signal validation in redundant measurement systems', IEEE Control Systems, Magazine, 11(2) , pp. 44-49, 1991 https://doi.org/10.1109/37.67675
  2. M. A. Sturza, 'Navigation system integrity monitoring using redundant measurements,' Navigation:Journal of The Institute of Navigation, vol. 35, no. 4, pp. 69-87, Winter, 1988-89
  3. R. J. Patton, P. M. Frank and R. N. Clark, Issues of Fault Diagnosis for Dynamic System, Springer Verlag, 1st edition May 15, 2000
  4. J. P. Gilmore and R. A. McKern, 'A redundant strapdown inertial reference unite (SIRU),' Journal of Spacecraft. vol. 9, no. 1, July 1972
  5. R. G. Brown, 'Solution of the two-failure GPS RAlM problem under worst-case bias conditions : parity space approach', Journal of the ION, vol. 44, no. 4, Winter 1997-1998, pp. 425-431, 1998
  6. K. C. Daly, Eliezer Gai and James V. Harrison, 'Generalized likelihood test for FDI in redundant sensor configurations,' Journal of Guidance and Control. vol. 2, no. 1, Jan-Feb 1979
  7. T.-T. Chien and M. B. Adams , 'A sequential failure detection technique and its application,' IEEE Transactions on Automatic Control. October 1976
  8. X. J. Zhang, Auxiliary Signal Design in Fault Detection and Diagnosis, Springer-Verlag, 1989
  9. A. Ray, 'Technical briefs-sequential testing for fault detection in multiply-redundant systems,' Journal of Dynamic Systems. Measurement. and Control, vol. 111, pp. 329-332, June, 1989 https://doi.org/10.1115/1.3153054
  10. P. J. G. Teunissen, Testing theory; an introduction, Delft University Press
  11. G. H. Golub, C. F. V. Loan, Matrix Computations, The Johns Hopkins Univ. Press, pp. 242-245, 1996