Transmission line distance relaying using on-line trained neural networks

IEEE Transactions on Power Delivery

Volumn 20, Issue 2 II, 2005, Pages 1257-1264

  Osman, A H ^a   Abdelazim, Tamer ^a   Malik, O P ^a  

^a UNIVERSITY OF CALGARY   (Canada)

Author keywords

Distance protection relaying; Neural networks; Power systems

Indexed keywords

COMPUTER SIMULATION; ELECTRIC CURRENT MEASUREMENT; ELECTRIC EQUIPMENT PROTECTION; ELECTRIC FAULT LOCATION; ELECTRIC LINES; ELECTRIC POWER SYSTEMS; ELECTRIC RESISTANCE; NEURAL NETWORKS; VOLTAGE MEASUREMENT;

DISTANCE PROTECTION RELAYING; HIGH FAULT RESISTANCE; RELAY MEASUREMENTS; TRANSMISSION LINE DISTANCE RELAYING;

ELECTRIC RELAYS;

EID: 17744371882     PISSN: 08858977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRD.2004.833897     Document Type: Article

References (16)

1. W. A. Lewis and L. S. Tippett, "Fundamental basis for distance relaying on 3-phase systems," AIEE Trans., vol. 66, pp. 694-709, 1947.
2. P. G. Maclaren and M. A. Redfern, "Fourier-series techniques applied to distance protection," in Proc. Inst. Elect. Eng., vol. 122, 1975, pp. 1301-1305.
3. A. G. Phadke, T. Hibka, M. Ibrahim, and M. G. Adamiak, "A microprocessor based symmetrical component distance relay," in Proc. IEEE Power Industry Computer Applications Conf., vol. PICA-79, 1979, pp. 47-55.
4. A. Girgis and E. B. Makram, "Application of adaptive Kalman filtering in fault classification, distance protection, and fault location using microprocessors," IEEE Trans. Power Delivery, vol. 3, no. 1, pp. 301-309. Jan. 1988.
5. M. S. Sachdev and M. A. Baribeau, "A new algorithm for digital impedance relays," IEEE Trans. Power App. Syst., vol. PAS-98, pp. 2232-2240, 1979.
6. T. Segui and P. Bertrand, "Fundamental basis for distance relaying with parametrical estimation," IEEE Trans. Power Delivery, vol. 16, no. 1, pp. 99-104, Jan. 2001.
7. R. Poncelet, "The use of digital computers for network protection," in Proc. CIGRE, Paper no. 32-08, Paris, France, 1972, pp. 1-15.
8. P. Bornard and J. C. Bastide, "A prototype of multiprocessor based distance relay," IEEE on Power Apparatus and Systems, vol. PAS-101, no. 2, pp. 491-498, Feb. 1982.
9. A. S. AlFuhaid and M. A. El-Sayed, "A recursive least-squares digital distance relaying algorithm," IEEE Trans. Power Delivery, vol. 14, no. 4, pp. 1257-1262, Oct. 1999.
10. D. V. Coury and D. C. Jorge, "Artificial neural network approach to distance protection of transmission lines," IEEE Trans. Power Delivery, vol. 13, no. 1, pp. 102-108, Oct. 1998.
11. P. K. Dash, A. K. Pardhan, and G. Panda, "A novel fuzzy neural network based distance relaying scheme," IEEE Trans. Power Delivery, vol. 15, no. 3, pp. 902-907, Jul. 2000.
12. B. J. Mann and I. F. Morrison, "Relaying a three phase transmission line with a digital computer," IEEE Trans. on Power Apparatus and Systems, vol. PAS-90, no. 2, pp. 742-750, Mar./Apr. 1971.
13. T. S. Sidhu, D. S. Ghorta, and M. S. Sachdev, "An adaptive distance relay and its performance comparison with a fixed data window distance relay," IEEE Trans. Power Delivery, vol. 17, no. 3, pp. 691-697, Jul. 2002.
14. A. Osman, T. Abdelazim, and O. P. Malik, "Adaptive distance relaying technique using on-line trained neural network," in Proc. IEEE PES General Meeting, Toronto, ON, Canada, Jul. 2003.
15. H. Simon, Neural Networks. New York: Macmillan, 1994.
16. Technical Reference Manual, 1998. TMS320C30 System Board, Spectrum Signal Processing Inc..