Sensor fault diagnosis for nonlinear processes with parametric uncertainties

Journal of Hazardous Materials

Volumn 130, Issue 1-2 SPEC. ISS., 2006, Pages 1-8

  Rajaraman, Srinivasan ^a   Hahn, Juergen ^a   Mannan, M Sam ^a  

^a Department of Electrical and Computer Engineering   (United States)

Author keywords

Fault detection; Fault isolation; Fault reconstruction; Hurwitz stability; Kharitonov's theorem; State and parameter estimation

Indexed keywords

DIAGNOSIS; ERROR DETECTION; PARAMETER ESTIMATION; SENSORS; STATE ESTIMATION; UNCERTAIN SYSTEMS;

FAULT DETECTION; FAULT ISOLATION; FAULT RECONSTRUCTION; HURWITZ STABILITY; KHARITONOV'S THEOREM;

NONLINEAR SYSTEMS;

DIAGNOSIS; ERROR DETECTION; NONLINEAR SYSTEMS; PARAMETER ESTIMATION; SENSORS; STATE ESTIMATION; UNCERTAIN SYSTEMS;

FAULT;

ALGORITHM; CONFERENCE PAPER; DYNAMICS; METHODOLOGY; MONTE CARLO METHOD; NONLINEAR SYSTEM; PARAMETER; SENSOR;

ALGORITHMS; COMPUTER SIMULATION; EQUIPMENT FAILURE ANALYSIS; MODELS, THEORETICAL; MONTE CARLO METHOD; NONLINEAR DYNAMICS; NUCLEAR REACTORS; QUALITY CONTROL; TRANSDUCERS; UNCERTAINTY;

EID: 33644644480     PISSN: 03043894     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhazmat.2005.07.037     Document Type: Conference Paper

References (15)

1. F.J. Doyle Nonlinear inferential control for process applications J. Process Control 8 1998 339
2. M. Soroush State and parameter estimations and their applications in process control Comput. Chem. Eng. 23 1998 229
3. J. Chen, and R. Patton Robust Model Based Fault Diagnosis For Dynamic Systems 1999 Kluwer Academic Publishers
4. E.A. Garcia, and P.M. Frank Deterministic nonlinear-observer based approaches to fault diagnosis: a survey Control Eng. Pract. 5 1997 663
5. P.M. Frank, and X. Ding Survey of robust residual generation and evaluation methods in observer-based fault detection systems J. Process Control 7 1997 403
6. S. Rajaraman, J. Hahn, and M.S. Mannan A methodology for fault detection, isolation, and identification for nonlinear processes with parametric uncertainties Ind. Eng. Chem. Res. 43 21 2004 6774 6786
7. ∞ Control Theory 1987 Springer-Verlag Berlin, New York
8. X. Ding, and P.M. Frank Fault detection via factorization approach Syst. Control Lett. 14 1990 431
9. D. Bestle, and M. Zeitz Canonical form observer design for nonlinear time-varying system Int. J. Control 47 6 1988 1823
10. S. Othman, J.P. Gauthier, and H. Hammouri A simple observer for nonlinear systems: Applications to bioreactors IEEE Trans. Automatic Control AC-7 1992 875
11. G. Bastin, and M.R. Gevers Stable adaptive observers for non-linear time-varying systems IEEE Trans. Automatic Control 7 1988 650
12. A.J. Krener, and A. Isidori Linearization by output injection and nonlinear observers Syst. Control Lett. 34 1998 241
13. N. Kazantzis, and C. Kravaris Nonlinear observer design using Lyapunov's auxiliary theorem Syst. Control Lett. 34 1988 241
14. S.A. Vejtasa, and R.A. Schmitz An experimental study of steady-state multiplicity and stability in an adiabatic stirred reactor AIChE J. 3 1970 410
15. S. Rajaraman, J. Hahn, and M.S. Mannan A parametric approach to robust state and parameter estimation for a certain class of nonlinear systems Proceedings of the 24th American Control Conference Portland, OR 2005