Alarm processing in electrical power systems through a neuro-fuzzy approach

IEEE Transactions on Power Delivery

Volumn 19, Issue 2, 2004, Pages 537-544

  Stacchini De Souza, Julio Cesar ^a   Meza, Edwin Mitacc ^a   Schilling, Marcus Th ^a   Filho, Milton Brown Do Coutto ^a  

^a FLUMINENSE FEDERAL UNIVERSITY   (Brazil)

Author keywords

Alarm processing; Fuzzy logic; Neural networks; Pattern recognition; Power system protection

Indexed keywords

ALARM SYSTEMS; DATABASE SYSTEMS; FAULT TOLERANT COMPUTER SYSTEMS; FUZZY SETS; MEMBERSHIP FUNCTIONS; NEURAL NETWORKS; PATTERN RECOGNITION;

ALARM PROCESSING; NEURO-FUZZY APPROACH; NEURON;

ELECTRIC POWER SYSTEM PROTECTION;

EID: 1942439970     PISSN: 08858977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRD.2003.823205     Document Type: Article

References (22)

1. M. Pfau-Wagenbauer and H. Brugger, "Model and rule based intelligent alarm processing," in Proc. 3rd Symp. Expert Systems Application to Power Systems, Tokyo-Kobe, Japan, Apr. 1-5, 1991, pp. 27-32.
2. E. Handschin and W. Hoffmann, "Integration of an expert system for security assessment into an energy management system," Elect. Power Energy Syst., vol. 14, no. 2/3, Apr./June 1992.
3. D. S. Kirschen and B. F. Wollenberg, "Intelligent alarm processing in power systems," Proc. IEEE, vol. 80, pp. 663-672, May 1992.
4. T. Dillon, "Survey on expert systems in alarm handling," Electra, no. 139, pp. 133-147, 1991, CIGRE TF 38-06-02.
5. K. Tomsovic, C. C. Liu, P. Ackerman, and S. Pope, "An expert system as a dispatchers' aid for the isolation of line section faults," IEEE Trans. Power Delivery, vol. PRWD-2, pp. 736-743, July 1987.
6. Z. A. Vale and A. M. e. Moura, "An expert system with temporal reasoning for alarm processing in power system control centers," IEEE Trans. Power Syst., vol. 8, pp. 1307-1314, Aug. 1993.
7. Y. M. Park, G.-W. Kim, and J.-M. Sohn, "A logic based expert system (LBES) for fault diagnosis of power systems," IEEE Trans. Power Systems, vol. 12, pp. 363-369, Feb. 1997.
8. D. Niebur, "Neural network applications in power systems," Int. J. Eng. Intell. Syst., vol. 1, no. 3, pp. 133-158, Dec. 1993. CIGRE TF 38-06-06 on Artificial Neural Networks Applications for Power Systems.
9. M. A. P. Rodrigues, J. C. S. Souza, and M. Th. Schilling, "Building local neural classifiers for alarm handling and fault location in electrical power systems," in Proc. ISAP'99, Rio de Janeiro, Brazil, Apr. 1999, pp. 157-161.
10. J. C. S. Souza, M. A. P. Rodrigues, M. Th. Schilling, and M. B. D. C. Filho, "Fault location in electrical power systems using intelligent systems techniques," IEEE Trans. Power Delivery, vol. 16, pp. 59-67, Jan. 2001.
11. E. H. P. Chan, "Application of neural network computing in intelligent alarm processing," in Proc. IEEE PICA Conf., Seattle, WA, 1989, pp. 246-251.
12. A. G. Jongepier, H. E. Dijk, and L. van der Sluis, "Neural networks applied to alarm processing," in Proc. 3rd Symp. Expert Systems Application to Power Systems, Tokyo-Kobe, Japan, 1991, pp. 615-621.
13. A. P. A. da Silva, A. H. F. Insfran, P. M. da Silveira, and G. Lambert-Torres, "Neural networks for fault location on substations," in 1995 IEEE PES Summer Meeting, Portland, OR, July 23-27, 1995.
14. S. Rementeria, C. Rodriguez, J. Pérez, J. I. Martín, A. Lafuente, and J. Muguerza, "Expert systems & neural networks in power grid fault diagnosis: An empirical comparison," Eng. Intell. Syst., vol. 3, no. 1, pp. 33-44, Mar. 1995.
15. E. Handschin, D. Kuhlmann, and W. Hoffmann, "Fault diagnosis in electrical energy systems using device-specific artificial neural networks," Eng. Intell. Syst., vol. 2, pp. 255-262, Dec. 1994.
16. H.-J. Chow and J.-K. Park, "An expert system for fault diagnosis of power systems using fuzzy relations," IEEE Trans. Power Syst., vol. 12, pp. 342-348, Feb. 1997.
17. E. M. Meza, J. C. S. Souza, M. Th. Schilling, and M. B. D. C. Filho, "Exploring fuzzy relations for alarm processing and fault location in electrical power systems," in IEEE Porto PowerTech, Porto, Portugal, Sept. 2001, pp. 1-6. paper EDT2-129.
18. T.S. Dillon and D. Niebur, Eds., Neural Network Applications in Power Systems. London, U.K.: CRL, 1996, ch. 2.
19. L. A. Zadeh, "Fuzzy Sets," Fuzzy Sets, Inform., Control, vol. 8, pp. 338-353, 1965.
20. M. E. El-Hawary, Ed., Fuzzy System Theory in Electrical Power Engineering. New York: IEEE Press, 1998.
21. H. J. Zimmermann, Fuzzy Set Theory and Applications. Boston, MA: Kluwer, 1985.
22. S. Haykin, Neural Networks: A Comprehensive Foundation. New York: Macmillan, 1994.