Probabilistic approach for fault-section estimation in power systems based on a refined genetic algorithm

IEE Proceedings: Generation, Transmission and Distribution

Volumn 144, Issue 2, 1997, Pages 160-168

  Wen, F S ^a   Chang, C S ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

Fault section estimation; Genetic algorithm; Power system; Probabilistic method

Indexed keywords

ELECTRIC CIRCUIT BREAKERS; ELECTRIC FAULT CURRENTS; ESTIMATION; GENETIC ALGORITHMS; INTEGER PROGRAMMING; MATHEMATICAL MODELS; MATRIX ALGEBRA; PROBABILITY; RELAY PROTECTION;

FAULT SECTION ESTIMATION; PARSIMONIOUS SET COVERING THEORY; REFINED GENETIC ALGORITHMS (RGA);

ELECTRIC POWER SYSTEMS;

EID: 0031102302     PISSN: 13502360     EISSN: None     Source Type: Journal    
DOI: 10.1049/ip-gtd:19970802     Document Type: Article

References (30)

1. DY LIACCO, T.E., and KRAYNAK, T.J.: 'Processing by logic programming of circuit-breaker and protective-relaying information', IEEE Trans., 1969, PAS-88, (2), pp. 171-175
2. SEKINE, Y., AKIMOTO, Y., KUNUGI, M., FUKUI, C., and FUKUI, S.: 'Fault diagnosis of power systems', Proc. IEEE, 1992, 80, (5), pp. 673-683
3. DILLON, T.S., and LAUGHTON, M.A.: 'Expert system applications in power systems' (Prentice-Hall, London, 1990)
4. FUKUI, C., and KAWAKAMI, J.: 'An expert system for fault-section estimation using information from protective relays and circuit breakers', IEEE Trans., 1986, PWRD-1, (4), pp. 83-90
5. WANG, X., and DILLON, T.S.: 'A second generation expert system for fault diagnosis', Int. J. Electr. Power Energy Syst., 1992, 14, (2/3), pp. 212-216
6. TALUKDAR, S.N., CARDOZO, E., and PERRY, T.: The operator's assistant - an intelligent, expandable program for power system trouble analysis', IEEE Trans., 1986, PWRS-1, (3), pp. 182-187
7. CARDOZO, E., and TALUKDAR, S.N.: 'A distributed expert system for fault diagnosis', IEEE Trans., 1988, PWRS-3, (2), pp. 641-646
8. KOMAI, K., MATSUMOTO, K., and SAKEGUCHI, T.: 'MELDASH: a diagnostic application-specific expert system shell for network fault diagnosis', Int. J. Electr. Power Energy Syst., 1992, 14, (2/3), pp. 217-224
9. YANG, C.L., OKAMOTO, H., YOKOYAMA, A., and SEKINE, Y.: 'Expert system for fault section estimation of power system using time sequence information', Int. J. Electr. Power Energy Syst., 1992, 14, (2/3), pp. 225-232
10. YANG, C.L., YOKOYAMA, A., and SEKINE, Y.: 'Fault section estimation of power system using colour time petri nets'. Proceedings of fourth symposium on Expert system application to power systems (ESAP'93), Australia, 1993, pp. 321-326
11. TANAKA, H., MATSUDA, S., IZUI, Y., and TAOKA, H.: 'Design and evaluation of neural network for fault diagnosis'. Proceedings of second symposium on Expert system application to power systems (ESAP'89), Seattle, 1989, pp. 378-384
12. OYAMA, T.: 'Fault section estimation in power system using Boltzmann machine'. Proceedings of second forum on Artificial neural network applications to power systems (ANNPS'93), Japan, 1993. pp. 1-7
13. WEN, F.S., and HAN, Z.X.: 'Optimal fault section estimation using simulated evolution'. Proceedings of third symposium on Electricity distribution and energy management (ISEDEM'93), Singapore, 1993, pp. 209-214
14. WEN, F.S., and HAN, Z.X.: 'Fault section estimation in power systems using a genetic algorithm', Electr. Power Syst. Res., 1995, 34, (3), pp. 165-172
15. WEN, F.S., and HAN, Z.X.: 'A refined genetic algorithm for fault section estimation in power systems using the time sequence information of circuit breakers', J. Electr. Machines Power Syst., 1996, 24, (8), (to be published)
16. WEN, F.S., and CHANG, C.S.: 'A new approach to fault section estimation in power systems based on a refined genetic algorithm'. Proceedings of 12th conference on Power systems computation (PSCC'96), Dresden, Germany, August 1996, 1, pp. 358-365
17. CHEN, C.L., and TALUKDAR, S.N.: 'Causal nets for diagnosis'. Proceedings of fourth symposium on Expert system application to power systems (ESAP'93), Australia, January, 1993, pp. 379-386
18. CHO, H.J., PARK, J.K., and LEE, H.J.: 'A fuzzy expert system for fault diagnosis of power systems'. Proceedings of 1994 international conference on Intelligent system application to power systems (ISAP'94), France, September 1994, pp. 217-222
19. JARVENTAUSTA, P., VERHO, P., and PARTANEN, J.: 'Using fuzzy sets to model the uncertainty in the fault location process of distribution networks', IEEE Trans., 1994, PWRD-9, (2), pp. 954-960
20. PENG, Y., and REGGIA, J.A.: 'Abductive inference models for diagnostic problem-solving' (Springer-Verlag, New York, 1990)
21. PENG, Y., and REGGIA, J.A.: 'Plausibility of diagnostic hypotheses: the nature of simplicity'. Proceedings of 1986 national conference on Artificial intelligence (AAAI'86)" California, 1986, pp. 140-145
22. DABBAGHCHI, I., and GURSKY, R.J.: 'An abductive expert system for interpretation of real-time data', IEEE Trans., 1993, PWRD-8, (3), pp. 1061-1067
23. YABE, K., YOSHIDA, K., ROSTAMKOLAI, N., NIELSEN, P.E., and LEONARD, D.J.: The new concept of an artificial intelligence based smart relay', Int. J. Eng. Intell. Syst., 1994, 2, (4), pp. 213-221
24. PRAIS, M.: 'A topology processor that tracks network modifications over time', IEEE Trans., 1988, PWRS-3, (3), pp. 992-998
25. HOLLAND, J.H.: 'Adaptation in natural and artificial systems' (MIT Press, Cambridge, MA, 1992)
26. GOLDBERG, D.E.: 'Genetic algorithms in search, optimization and machine learning' (Addison-Wesley, Reading, MA, 1989)
27. DAVIS, L.: 'Handbook of genetic algorithm' (Van Nonstrand Reinhold, NY, 1991)
28. DING, H., EL-KEIB, A.A., and SMITH, R.: 'Optimal clustering of power networks using genetic algorithm', Electr. Power Syst. Res., 1994, 30, (3), pp. 209-214
29. SHEBLE, G.B., and BRITTIG, K.: 'Refined genetic algorithm, economic dispatch example', IEEE Trans., 1995, PWRS-10, (1), pp. 117-124
30. POTTER, W.D., MILLER, J.A., TONN, B.E., GANDHAM, R.V., and LAPENA, C.N.: 'Improving the reliability of heuristic multiple fault diagnosis via the EC-based genetic algorithm', J. Appl. Intell., 1992, 2, (1), pp. 5-23