Interacting Multiple Model Algorithm with Maximum Likelihood Estimation for FDI

IEEE International Symposium on Intelligent Control - Proceedings

Volumn , Issue , 2003, Pages 661-666

  Ru, Jifeng ^a   Li, X Rong ^a  

^a UNO College of Engineering   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LOAD; FAULT DETECTION;

ALGORITHMS; MATRIX ALGEBRA; MAXIMUM LIKELIHOOD ESTIMATION; ROBUSTNESS (CONTROL SYSTEMS); STATE ESTIMATION; STATISTICAL METHODS; UNCERTAIN SYSTEMS;

FAILURE ANALYSIS;

EID: 0345097315     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (24)

1. Y. Bar-Shalom, X. R. Li, and T. Kirubaiajan. Estimation with Applications to Tracking and Navigation; Theory, Algorithms, and Software. Wiley, New York, 2001.
2. M. Basseville. Detecting Changes in Signals and Systems - A Survey. Automatics, 24(3):309-326, May 1988.
3. L. H. Chiang, E. L. Russell, and R. D. Braatz. Fault Detection and Diagnosis in Industrial Systems. Springer, 2001.
4. M. Efe and D. P. Atherton. The IMM Approach to the Fault Detection Problem. In 11th IFAC Symp. on System Identification, Fukuoka, Japan, July 1997.
5. K. A. Fisher and P. S. Maybeck. Multiple Model Adaptive Estimation with Filtering Spawning. AES-38(3):755-768, 2002.
6. P. M. Frank. Fault Diagnosis In Dynamic Systems Using Analytical and Knowledge-Based Redundancy - A Survey and some New Results. Automica, 26:459-474, 1990.
7. C. M. Fry and A. P. Sage, On Hierarchical Structure Adaptation and Systems Identification. Int. J. Control, 20(3):433-452, 1974.
8. J. Gertler. Survey of Model-Based Failure Detection and Isolation in Complex Plants. IEEE Control Systems Magazine, 8(6):3-11, 1988.
9. R. Isermann. Process Fault Detection Based on Modeling and Estimation Methods - A Survey. Automatics, 20(4):387-404, July 1984.
10. X. R. Li. Hybrid Estimation Techniques. In Control and Dynamic Systems, C.T. Leondes(Ed.), 1996. 76. New York: Academic Press.
11. X. R. Li. Engineer's Guide to Variable-Structure Multiple-Model Estimation for Tracking. In Y. Bar-Shalom and D. W. Blair, editors, Multitarget-Multisensor Tracking: Applications and Advances, volume III, chapter 10, pages 499-567. Artech House, Boston, MA, 2000.
12. X. R. Li and Y. M. Zhang. Numerically Robust Implementation of Multiple-Model Algorithms. AES-36(1):266-278, Jan. 2000.
13. P. S. Maybeck, Application of Multiple Model Adaptive Algorithms to Reconfigurable Flight Control, Control and Dynamic Systems, 52:291-320, 1992.
14. P. S. Maybeck and R. D. Stevens. Reconfigurable Flight Control Via Multiple Model Adaptive Control Methods. AES-27(3):470-480, May 1991.
15. T. E. Menke and P. S. Maybeck. Sensor/Actuator Failure Detection in the Vista F-16 by Multiple Model Adaptive Estimation. AES-31(4):1218-1229, Oct. 1995.
16. K. S. Narenda and S. S. Tripathi. Identification and Optimazation of Aircraft Dynamics. Journal of Aircraft, 10:193-199, Jan. 1973.
17. R. J. Patton, P. M. Frank, and R. R. Clark. Fault Diagnosis in Dynamic Systems, Theory and Applications, Prentice-Hall, Englewood Cliffs, NJ, 1989.
18. C. Rago R. K. Mehra and S. Seereeram. Failure Detection and Identification using a Nonlinear Interactive Multiple Model (IMM) Filtering Approach with Aerospace Applications. In 11th IFAC Symp. on System Identification, Fukuoka, Japan, July 1997.
19. C. Rago and R. K. Mehra. Failure Detection and Identification: A Multiple Model Approach for the Multirate Case. In Proceedings of the Workshop on Estimation, Tracking and Fusion: A Tribute to Yaakov Bar-Shalom, pages 513-527, Monterey, CA, May 2001.
20. C. Rago, R. Prasanth, R. K. Mehra, and R. Fortenbaugh, Failure Detection and Identification and Fault Tolerant Control Using the IMM-KF with Applications to the Eagle-Eye UAV. In Proceedings of the 37th IEEE Conference on Decision and Control, pages 4208-4213, Tampa, FA, Dec. 1998.
21. K. Watanabe and S. G. Tzafestas. A Hierarchical Multiple Model Adaptive Control of Discrete-time Stochastic Systems for Sensor and Actuator Uncertainties, Automatica, 26(5):875-886, Sept. 1990.
22. A. S. Willsky. A Survey of Design Methods for Failure Detection in Dynamic Systems. Automatica, 12(6):601-611, Nov. 1976.
23. Y. M. Zhang and J. Jiang. Integrated Active Fault-Tolerant Control Using IMM Approach. AES-37:1221-1235, Oct. 2001.
24. Y. M. Zhang and X. R. Li. Detection and Diagnosis of Sensor and Actuator Failures Using IMM Estimator. AES-34(4):1293-1312, Oct. 1998.