High speed accurate transmission line distance protection using ANNs

Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference

Volumn 1, Issue SUMMER, 2001, Pages 127-132

  Sanaye Pasand, M ^a   Khorashadi Zadeh, H ^a   Malik, O P ^b  

^a UNIVERSITY OF TEHRAN   (Iran)

^b UNIVERSITY OF CALGARY   (Canada)

Author keywords

Artificial neural networks; Distance relay; Pattern recognition; Transmission line protection

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; ELECTRIC FAULT CURRENTS; ELECTRIC LINES; ELECTRIC POTENTIAL; ELECTRIC RELAYS; NEURAL NETWORKS; PATTERN RECOGNITION;

HIGH SPEED DISTANCE RELAY; TRANSMISSION LINE DISTANCE PROTECTION;

ELECTRIC POWER SYSTEM PROTECTION;

EID: 0035792221     PISSN: 21608555     EISSN: 21608563     Source Type: Conference Proceeding    
DOI: 10.1109/pess.2001.969997     Document Type: Conference Paper

References (13)

1. M.S. Sachdev, (Coordinator) "Advancements in microprocessor-based protection and communication", IEEE Tutorial Course Text, Publication No. 97TP120-0, 1997.
2. Electricity Training Association, Power System Protection, Volume 4: Digital Protection and Signaling, IEE, London, 1995.
3. W. Qi, G. Swift, P.G. Mclaren, and A. Castro, "Distance Protection Using an Artificial Neural Network", Proceedings of the IEEE Developments in Power System Protection Conference, IEE Publication no. 434 pp. 286-290.
4. T. S. Sidhu, H. Singh, and M. S. Sachdave, "Design, Implementation and Testing of Artificial Neural Network-based Fault Direction Discriminator for Protection Transmission Lines", IEEE Trans. On Power Delivery, vol. 10, no. 2, Apr. 1995, pp. 697-706.
5. T. Dalstein and B. Kulicke, "Neural Network Approach to Fault Classification for High Speed Protective Relaying", IEEE Trans. on Power Delivery, vol. 10, no. 2, Apr. 1995, pp. 1002-1011.
6. M. Kezonuic, "A Survey of Neural Net Application To Protective Relaying and Fault Analysis", Eng. Int. Sys. vol. 5, no. 4, Dec 1997, pp. 185-192.
7. Y. H. Song, A.T. Johns and Q.Y. Yuan, "Artificial Neural Network-based Protection Scheme for Controllable Series-compensated EHV Transmission Lines", IEE Proc. on Gener., Transm. and Distr., vol. 143, no. 6, November 1996, pp. 2032-2040.
8. M. Sanaye-Psand and O.P. Malik, "High Speed Transmission System Directional Protection Using an Elman Network", IEEE Trans. on Power Delivery, vol. 13, no. 4, Oct 1998, pp. 1040-1045.
9. K. R. Cho, et al. "An ANN Based Distance Relaying Algorithm", IEEE Trans. on Power Delivery, vol. 14, Apr. 1999, pp. 349-357.
10. Z. Chen, J. C. Maun, "Artificial Neural Network Approach to Single-Ended Fault Locator for Transmission Lines", Proceedings of Power Industry Computer Application Conference, PICA'97, Columbus, May 1997, pp. 125-131.
11. PSCAD/EMTDC User's Manual, Manitoba HVDC Research Center, Winnipeg, Manitoba, Canada.
12. S. Haykin, Neural Networks, IEEE Press, New York, 1994.
13. M. T. Hagan and M. B. Meenhaj, "Training Feedforward Networks with the Marquardt Algorithm", IEEE Trans. on Neural Networks, vol. 5, no. 6, 1994, pp. 989-993.