Fault classification using time variable ART2-A networks

IEEE Conference on Control Applications - Proceedings

Volumn 2, Issue , 2002, Pages 832-837

  Benitez Perez H ^a   Fabian, García Nocetti ^a  

^a Cd Universitaria   (Mexico)

Author keywords

ART2 A Networks; Fault classification; Pattern Recognition; Time Varying System

Indexed keywords

ACTUATORS; ALGORITHMS; NEURAL NETWORKS; PATTERN RECOGNITION; SENSORS; TIME VARYING CONTROL SYSTEMS; TOPOLOGY;

FAULT CLASSIFICATION;

DISTRIBUTED PARAMETER CONTROL SYSTEMS;

EID: 0036031670     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Aggarwal R., Xuan Y., Johns A., Li F. and Bennett A.; "A Novel Approach for Fault Diagnosis in Multicircuit Transmission Lines using Fuzzy ARTmap Neural Networks"; IEEE Transactions on Neural Networks, Vol. 10, No. 5, pp. 1214-1221, 1999.
2. Arabshahi P., Choi J., Marks II R.J. and Caudell T.P.; "Fuzzy Parameter Adaptation in Optimization: Some Neural Training Examples"; IEEE Computational Science and Engineering, pp. 57-65, Spring, 1996.
3. Baraldi A. and Blonda P.; "A Survey pf Fuzzy Clustering Algorithms for Pattern Recognition-Part I"; IEEE Transactions on Systems, Man and Cybernetics- Part B: Cybernetics, Vol. 29, No. 6, pp. 778-785, December, 1999a.
4. Baraldi A. and Blonda P.; "A Survey pf Fuzzy Clustering Algorithms for Pattern Recognition-Part II"; IEEE Transactions on Systems, Man and Cybernetics- Part B: Cybernetics, Vol. 29, No. 6, pp. 786-801, December, 1999b.
5. Benítez-Pérez H., Thompson H.A. and Fleming P.J.; "Implementation of a Smart Sensor Using Analytical Redundancy Techniques"; IFAC Symposium on Fault Detection Supervision and Safety for Technical Processes, SAFEPROCESS'97, IFAC, Vol. 1, pp. 498503, Hull, UK, August 1997.
6. TH IFAC Symposium on Fault Detection Supervision and Safety for Technical Processes; Safeprocess'00, Session of Application of AI Methods for FDI, pp. 1092-1097, Budapest, Hungary, June, 2000.
7. Benítez-Pérez H., Rendon-Acevedo P.; "Fuzzy Classification of Faults in a non-linear Actuator"; 4th IFAC Workshop on On-Line Fault Detection & Supervision in the Chemical Process Industries; CHEMFAS-4, pp. 317321, Seoul, Korea, June 2001.
8. Frank, T., Kraiss, K.-F. and Kuhlen, T; "Comparative Analysis of Fuzzy ART and ART-2A Network Clustering Performance"; IEEE Transactions on Neural Networks, Vol. 9, No. 3, May, 1998.
9. Pavlapoulos S., Kyriacou E., Koutsouris D., Blekas K., Stafylopatis A. and Zoumpoulis P.; "Fuzzy Neural Network-Based Texture Analysis of Ultrasonic Images: Improving Accuracy of Computer-Assisted Characterization of Diffuse Liver Diseases"; IEEE Engineering in Medicine and Biology, pp. 39-47, January/February 2000.
10. Rengaswamy R. and Venkatasubramanian V.; "A Fast Training Neural Network and its Updation for Incipient Fault Detection and Diagnosis"; Computers and Chemical Engineering Vol. 24, pp. 431-437, 2000.
11. Vora N., Tambe S. and Kularni B.; "Counterpropagation Neural Networks for Fault Detection and Diagnosis"; Computers and Chemical Engineering, Vol. 21, No. 2, pp. 177-185, 1997.