Parameter estimation toward fault diagnosis in nonlinear systems using a Markov model of system dynamics

Nuclear Science and Engineering

Volumn 127, Issue 2, 1997, Pages 199-219

  Dinca, Laurian ^a   Aldemir, Tunc ^a  

^a OHIO STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0006885091     PISSN: 00295639     EISSN: None     Source Type: Journal    
DOI: 10.13182/NSE97-A28597     Document Type: Article

References (23)

1. G. REZA and G. L. BLAKENSHIP, "Adaptive Control of Nonlinear Systems via Approximate Linearization," IEEE Trans. Autom. Control, 41, 618 (1996).
2. G. E. YOUNG and K. S. SURESH, "Block-Recursive Identification of Parameters and Delay in the Presence of Noise," J. Dyn. Syst., Meas., Control, 117, 600 (1995).
3. M. A. HOPKINS and H. F. VanLANDINGHAM, "Optimal Nonlinear Estimation of Linear Stochastic Systems," J. Dyn. Syst., Meas., Control, 116, 529 (1994).
4. M. A. HOPKINS and H. F. VanLANDINGHAM, "Optimal Nonlinear Estimation of Linear Stochastic Systems: The Multivariate Extension," J. Dyn. Syst., Meas., Control, 118, 350 (1996).
5. R. ISERMANN, "Process Fault Detection Based on Modeling and Estimation Methods - A Survey," Automatica, 20, 4, 387 (1984).
6. D. J. MOOK, "Estimation and Identification of Nonlinear Dynamic Systems," AIAA J., 27, 968 (1989).
7. D. FILBERT, "Fault Diagnosis in Nonlinear Electromechanical Systems by Continuous Time Parameter Estimation," ISA Trans., 24, 3, 23 (1985).
8. Z.-S. LIU, "QR Methods of O(N) Complexity in Adaptive Parameter Estimation," IEEE Trans. Signal Processing, 43, 720 (1995).
9. K. D. HJELMSTAD and M. R. BANAN, "Time-Domain Parameter Estimation Algorithm for Structures. I: Computational Aspects," J. Eng. Mech., 121, 424 (1995).
10. M. GUAY and D. D. McLEAN, "Optimization and Sensitivity Analysis for Multiresponse Parameter Estimation in Systems of Ordinary Differential Equations," Comput. Chem. Eng., 19, 1271 (1995).
11. J. S. ALBUQUERQUE and L. T. BIEGLER, "Decomposition Algorithm for On-line Estimation with Nonlinear Models," Comput. Chem. Eng., 19, 1031 (1995).
12. H. W. CHEN, "Modeling and Identification of Parallel Nonlinear Systems: Structural Classification and Parameter Estimation Methods," Proc. IEEE, 83, 39 (1995).
13. M. J. Van de MOLENGRAFT and F. E. VELDPAUS, "An Optimal Estimation Method for Nonlinear Models of Mechanical Systems," J. Dyn. Syst. Meas., Control, 116, 805 (1994).
14. Y. H. PARK and N. Z. CHO, "Estimation of Neutron Flux and Xenon Distributions via Observer-Based Control Theory," Nucl. Sci. Eng., 111, 66 (1992).
15. A. TORNAMBE, "Control Laws Based on Parameter Estimation," J. Dyn. Syst., Meas., Control, 114, 186 (1992).
16. M. RICARDO and P. TOMEI, "Adaptive Observers with Arbitrary Exponential Rate of Convergence for Nonlinear Systems," IEEE Trans. Autom. Control, 40, 1300 (1995).
17. V. KRISHNASWAMI, C. SIVIERO, F. CARBOGNANI, G. RIZZONI, and V. UTKIN, "Application of Sliding Mode Observers to Automobile Powertrain Diagnostics," Proc. Conf. Control Applications, CCA 96, Dearborn, Michigan, 1996, p. 355, Institute of Electrical and Electronics Engineers (1996).
18. V. KRISHNASWAMI, G. LUH, and G. RIZZONI, "Nonlinear Parity Equation Based Residual Generation for Diagnosis of Automotive Engine Faults," IFAC J. Control Eng. Practice, 3, 10, 1385 (1995).
19. R. ISERMANN and B. FREYERMUTH, "Process Fault Diagnosis Based on Process Model Knowledge - Part I: Principles for Fault Diagnosis with Parameter Estimation," Trans. ASME, 113, 620 (1991).
20. A. G. PARLOS, A. F. ATIYA, K. T. CHONG, and W. K. TSAI, "Nonlinear Identification of Process Dynamics Using Neural Networks," Nucl. Technol., 97, 79 (1992).
21. A. G. PARLOS, J. MUTHUSAMI, and A. F. ATIYA, "Incipient Fault Detection and Identification in Process Systems Using Accelerated Neural Network Learning," Nucl. Technol., 105, 145 (1994).
22. C. E. D'ATTELLIS and E. CORTINA, "Simultaneous Estimation of Neutron Density and Reactivity in a Nuclear Reactor Using a Bank of Kalman Filters," Nucl. Sci. Eng., 105, 297 (1990).
23. M. BELHADJ and T. ALDEMIR, "Safety-Oriented Global Analysis of Reactor Dynamics," Trans. Am. Nucl. Soc., 65, 211 (1992).