Detection of high impedance arcing faults using a multi-layer perceptron

IEEE Transactions on Power Delivery

Volumn 7, Issue 4, 1992, Pages 1871-1877

  Sultan, A F ^a   Swift, G W ^a   Fedirchuk, D J ^b  

^a UNIVERSITY OF MANITOBA   (Canada)

^b MANITOBA HYDRO   (Canada)

Author keywords

Faults; High Impedance. Down Conductor. Neural Networks; Protection

Indexed keywords

ALGORITHMS; ELECTRIC FAULT CURRENTS; ELECTRIC FAULT LOCATION; ELECTRIC POWER SYSTEM PROTECTION; NEURAL NETWORKS; PATTERN RECOGNITION;

ARCING FAULT DETECTOR; ARTIFICIAL NEURAL NETWORKS; COMPUTER ALGORITHMS; POWER SYSTEM INSTRUMENTATION;

ELECTRIC ARCS;

EID: 0026938215     PISSN: 08858977     EISSN: 19374208     Source Type: Journal    
DOI: 10.1109/61.156989     Document Type: Article

References (16)

1. A.F. Sultan, G.W. Swift. Security Testing of High Impedance Fault Detectors. IEEE/WESCANEX May 29 & 30, 1991. Regina. Saskatchewan, CANADA.
2. J. Carr. Detection of High Impedance Faults on Multi-Grounded Primary Distribution System. IEEE Transactions on Power Apparatus and Systems, Vol. PAS-100. No. 4, April 1981.
3. H. Calhoun. M.T. Bishop. C.H. Eichler, R.E. Lee. Development and Testing of an Electromechanical Relay to Detect Fallen Distribution Conductors. IEEE Transactions on Power Apparatus and Systems, Vol. PAS-101. No. 6, June 1982.
4. Detection of High Impedance Faults. EPRI Report EL-2413, Prepared by Power Technologies, Inc., June 1982.
5. B.M. Aucoin. B.D. Russell. Detection of Distribution High Impedance Faults Using Burst Noise Signals Near 60 Hz. IEEE Transactions on Power Delivery. Vol. PWRD-2. No. 2, April 1987.
6. B.M. Aucoin. B.D. Russell. Distribution High Impedance Fault Detection Utilizing High Frequency Current Components. IEEE Transactions on Power Apparatus and Systems. Vol. PAS-101, No. 6, June 1982.
7. High Impedance Fault Detection Using Third Harmonic Current EPRI Report EL-2430, prepared by Hughes Aircraft Co., June 1982.
8. D.I. Jeerings, J.R. Linders. A Practical Protective Relay for Down-conductor Faults. Paper No. 90 SM 333-5 PWRD, presented at IEEE/PES 1990 Summer Meeting. July 15-19. 1990.
9. W.H. Kwon. et al. High Impedance Fault Detection Utilizing Incremental Variance of Normalized Even Order Harmonic Power. Paper No. 90 SM 349-1 PWRD. presented at IEEE/PES 1990 Summer Meeting, July 15-19, 1990.
10. B.D. Russell, R.P. Chinchali. A Digital Signal Processing Algorithm for Detecting Arcing Faults on Power Distribution Feeders. IEEE Transactions on PowerDelivery, Vol. PWRD-4, No. 1, January 1989
11. C.J. Kim, B.D. Russell. Classification Of Faults and Switching Events By Inductive Reasoning and Expert System Methodology. IEEE Transactions on Power Delivery. Vol. PWRD-4. No. 3. July 1989.
12. S. Ebron. D.L. Lubkeman, M. White. A Neural Network Approach to The Detection of Incipient Faults on Power Distribution Feeders. IEEE Transactions on Power Delivery, Vol. PWRD-5. No. 2, April 1990.
13. R.P. Lippman. An Introduction to Computing with Neural Nets. IEEE ASSP Magazine, April 1987.
14. DARPA Neural Network Study. AFCEA International Press, Fairfax, Virginia, November 1988.
15. M. Gutierrez et al. Estimating Hidden Units for Two-Layer Perceptron. Meeting on Neural Computing, London, Uk, 1989.
16. Explorations In Parallel Distributed Processing. McClelland and Rumelhart, MIT Press. 1988