Fault diagnosis via local neural networks

Mathematics and Computers in Simulation

Volumn 60, Issue 3-5, 2002, Pages 169-180

  Skoundrianos, E N ^a   Tzafestas, S G ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

Fault diagnosis; Local neural networks

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; FUZZY SETS; PROBLEM SOLVING;

FAULT DIAGNOSIS;

NEURAL NETWORKS;

EID: 0037201143     PISSN: 03784754     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0378-4754(02)00012-5     Document Type: Article

References (13)

1. M. Basseville, I.V. Nikiforov, Detection of Abrupt Changes - Theory and Application, Prentice-Hall, Englewood Cliffs, NJ, 1993 (ISBN 0-13-126780-9).
2. Frank P.M., Marcu T. Fuzzy techniques in fault detection, isolation and diagnosis World Sci. Ser. Robot. Intell. Syst. 23 1999 135-158.
3. S. Haykin, Adaptive Filter Theory, Prentice-Hall, Englewood Cliffs, NJ, 1996 (ISBN 0-13-322760-X).
4. H. Noura, D. Sauter, F. Hamelin, T. Didier, Fault tolerant control in dynamic systems: application to a winding machine, IEEE Contr. Syst. Mag. (2000) 33-49.
5. M. Nyberg, A. Perkovic, Model based diagnosis of leaks in the air-intake system of an SI-engine, SAE Paper 980514, 1998.
6. R.J. Patton, C.J. Lopez-Toribio, Fuzzy observers for nonlinear dynamic systems fault diagnosis, in: Proceedings of the 37th IEEE Conference on Decision and Control, FL, USA, 1998.
7. Tzafestas S.G., Dalianis P.J. Artificial neural networks in the fault diagnosis of technological systems: a case study in chemical engineering process Eng. Simulat. 13 1996 939-954.
8. S.G. Tzafestas, P.J. Dalianis, Multiple simultaneous fault diagnosis of complex mechanical systems based on shallow knowledge, in: S.G. Tzafestas (Ed.), Knowledge Based Systems - Advanced Concepts, Techniques and Applications, World Scientific, Singapore, 1997, pp. 399-418.
9. Tzafestas S.G., Kapsiotis G. A unified hierarchical control algorithm for constrained multi-delay interconnected systems: application to production planning Contr. Theory Adv. Technol. (C-TAT) 10 4 1995 1737-1761.
10. Tzafestas S.G., Skolarikos M. Sensor fault detection in large scale systems via overlapping decomposition Automat. Prod. Inform. Ind. (APII) 24 1990 413-434.
11. S.G. Tzafestas, K. Watanabe, Failure detection and identification for dynamic systems. I. Statistical approaches, in: Applied Control, Marcel Dekker, New York, 1993, pp. 3-44.
12. S.G. Tzafestas, K. Watanabe, Failure detection and identification for dynamic systems. II. Analytical redundancy approaches, in: Applied Control, Marcel Dekker, New York, 1993, pp. 45-78.
13. Tzafestas S.G., Palios L., Cholin F. Diagnostic expert system inference engine based on the cerinty factors model Knowledge-Based Syst. 7 1 1994 17-26.