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An expert system for power systems fault analysis | IEEE Journals & Magazine | IEEE Xplore

An expert system for power systems fault analysis


Abstract:

This paper describes an expert system for fault analysis which has been put into field tests in the dispatch centre of the North East China Electric Network. Previous exp...Show More

Abstract:

This paper describes an expert system for fault analysis which has been put into field tests in the dispatch centre of the North East China Electric Network. Previous expert systems for fault analysis on transmission power systems are mainly based on information about the operation of protective relays, whereas this new expert system mainly uses information on tripped circuit breakers, which is more readily available. For some complicated faults, a small number of relay signals are needed. Data concerning the distribution and characteristics of protective relays are concealed in the fault models in the knowledge base of the expert system. And consequently the large database normally required for these data is unnecessary. This also enables the expert system to be more easily transplanted to other networks. Furthermore, because it can distinguish the operational performances of different relays, it analyses faults more accurately.<>
Published in: IEEE Transactions on Power Systems ( Volume: 9, Issue: 1, February 1994)
Page(s): 503 - 509
Date of Publication: 28 February 1994

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1.
K. Tomsovic and C. C. Liu, "An Expert System as A Dispatchers' Aid for The Isolation of Line Section Faults", IEEE Transactions on Power Delivery, vol. PWRD-2, no. 3, pp. 736-743, July 1987.
2.
C. Fukui and J. Kawakami, "An Expert System for Fault Section Estimation Using Information from Protective Relay and Circuit Breaker", IEEE Transactions on Power Delivery, vol. PWRD-1, no. 4, pp. 83-91, 1986.
3.
K. Hotta and K. Suzuiki, "Implementation of A Real-time Expert System for A Restoration Guide in A Dispatching Centre", IEEE Transactions on Power Systems, vol. 5, no. 3, pp. 1032-1038, 1990.
4.
M. Mihelcic, F. Gubin and A. Ogorelec, "An Approach to Power Network Fault Location Diagnosis", Symposium on Expert Systems Application to Power Systems, pp. 4-31, 1988.

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