A robust detection and isolation scheme for abrupt and incipient faults in nonlinear systems

IEEE Transactions on Automatic Control

Volumn 47, Issue 4, 2002, Pages 576-593

  Zhang, Xiaodong ^a   Polycarpou, Marios M ^b,c   Parisini, Thomas ^d  

^a INTELLIGENT AUTOMATION INC   (United States)

^b University of Cincinnati   (United States)

^c UNIVERSITY OF CYPRUS   (Cyprus)

^d UNIVERSITY OF TRIESTE   (Italy)

Author keywords

Fault detection and approximation; Fault isolation; Nonlinear adaptive estimator; Nonlinear uncertain systems

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; ELECTRIC FAULT LOCATION; UNCERTAIN SYSTEMS;

FAULT DETECTION; NONLINEAR ADAPTIVE ESTIMATORS;

NONLINEAR SYSTEMS;

EID: 0036530317     PISSN: 00189286     EISSN: None     Source Type: Journal    
DOI: 10.1109/9.995036     Document Type: Article

References (57)

1. Universal approximation bounds for superpositions of a sigmoidal function
2. Instrument fault detection
3. Continuous state feedback guaranteeing uniform ultimate boundedness for uncertain dynamical systems
4. Incipient fault diagnosis of dynamical systems using online approximators
5. Effect of model uncertainty on failure detection: The threshold selector
6. Using learning techniques to accommodate unanticipated faults
7. Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy - A survey and some new results
8. Survey of robust residual generation and evaluation methods in observer-based fault detection systems
9. Fault detection and isolation in automatic processes
10. Deterministic nonlinear observer-based approaches to fault diagnosis: A survey
11. Survey of model-based failure detection and isolation in complex plants
12. Analytical redundancy methods in fault detection and isolation
13. Optimal residual decoupling for robust fault diagnosis
14. Fault diagnosis and neural networks: A power plant application
15. Oberver-based approach to fault detection and isolation for nonlinear systems
16. Process fault detection based on modeling and estimation methods: A survey
17. Supervision, fault detection and fault diagnosis methods - An introduction
18. Robust fault detection based on observers for bilinear systems
19. Fault detection and isolation of a three tank benchmark
20. Nonlinear parity equation residual generation for fault detection and isolation
21. A survey of observer based residual generation for FDI
22. Robust residual generation for nonlinear system fault detection and isolation
23. Fault isolation filter design for linear time-invariant systems
24. Leak detection in an experimental heat exchanger process: A multiple model approach
25. An integrated approach to controls and diagnostics: The 4-parameter controller
26. An eigenstructure assignment algorithm for the design of fault detection filters
27. Robust fault detection using eigenstructure assignment
28. Fault-tolerant control: The 1997 situation (survey)
29. On the problem of residual generation for fault detection in nonlinear systems and some related facts
30. Actuator fault detection and isolation in linear systems
31. Automated fault detection and accommodation: A learning systems approach
32. Learning approach to nonlinear fault diagnosis: Detectability analysis
33. Robust component fault detection and isolation in nonlinear dynamic systems using nonlinear unknown input observers
34. Smooth stabilization implies coprime factorization
35. Integrating control and fault diagnosis; A separation result
36. Automated fault diagnosis in nonlinear multivariable systems using a learning methodology
37. Robust nonlinear fault diagnosis in input-output systems
38. Actuator fault diagnosis: An adaptive observer-based technique
39. On the use of adaptive updating rules for actuator and sensor fault diagnosis
40. An analytical framework for local feedforward networks
41. Detection filter design: Spectral theory and algorithm
42. Failure sensitizing reconfigurable control design
43. State observation, failure detection and isolation (FDI) in bilinear systems
44. Fault tolerant control: An intelligent sliding model control strategy
45. A bilinear fault detection filter
46. Approximating networks and extended Ritz method for the solution of functional optimization problems