High speed transmission system directional protection using an Elman network

IEEE Transactions on Power Delivery

Volumn 13, Issue 4, 1998, Pages 1040-1045

  Sanaye Pasand, M ^a,b   Malik, O P ^a,b  

^a IEEE   (Canada)

^b UNIVERSITY OF CALGARY   (Canada)

Author keywords

Directional Comparison Relaying; Elman Network; Recurrent Neural Networks; Transmission System Protection

Indexed keywords

COMPUTER SIMULATION; DESIGN; ELECTRIC LINES; NEURAL NETWORKS; RELAY PROTECTION;

ELMAN NETWORK;

ELECTRIC POWER SYSTEM PROTECTION;

EID: 0032187784     PISSN: 08858977     EISSN: None     Source Type: Journal    
DOI: 10.1109/61.714443     Document Type: Article

References (16)

1. M.S. Sachdev, Co-ordinator, Microprocessor Relays and Protection Systems- Tutorial Text, Publication no. 88EH0269-1-PWR, IEEE, New York, 1987.
2. Walter A. Elmore, ed., Protective Relaying Theory and Application, Marcel Dekker Inc., New York, 1994.
3. S.H. Horowitz and A.G. Phadke, Power System Relaying, Research Studies Press, Taunton, UK, 1992.
4. A.G. Phadke and J.S. Thorp, Computer Relaying for Power Systems, John Wiley & sons Inc., New York, 1988.
5. W. Qi, G.W. Swift, P.G. McLaren and A.V. Castro, "An Artificial Neural Network Application To Distance Protection", Proceedings of International Conference on Intelligent Systems Applications to Power Systems, Jan. 28-Feb. 2, 1996, Orlando, FL, 96TH8152, pp. 226-230.
6. T. Dalstein, D.J. Sobajic, B. Kulicke and Y.H. Pao, "Neural Network Approach to Fault Direction Identification in Electric Power Systems", Proceedings of The North American Power Symposium, Oct. 11-12, Cleveland, Ohio, 1993, pp 290-299.
7. T.S. Sidhu, H. Singh and M.S. Sachdev, "Design, Implementation and Testing of An Artificial Neural Network Based Fault Direction Discriminator for Protecting Transmission Lines", IEEE Transactions on Power Delivery, vol. 10, no. 2, April 1995, pp. 697-706.
8. M. Sanaye-Pasand and O.P. Malik, "Power Transmission Lines Fault Direction Estimation using Artificial Neural Networks", Proceedings of the Canadian Conference on Electrical and Computer Engineering, Vol. 2, May 26-29, 1996, Calgary, AB, pp. 758-761.
9. 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. 535-540.
10. K.S. Prakash, O.P. Malik and G.S. Hope, "Amplitude Comparator Based Algorithm for Directional Comparison Protection of Transmission Lines", IEEE Trans. on Power Delivery, vol. 4, no. 4, 1989, pp. 2032-2041.
11. S. Haykin, Neural Networks, IEEE Press, New York, 1994.
12. J.L. Elman "Finding Structure in Time", Cognitive Science, vol. 14, 1990, pp. 179-211.
13. A. Waibel, T. Hanazawa, G. Hinton, K. Shikano and K.J Lang "Phoneme Recognition using Time-delay Neural Networks", IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 37, no. 3, 1989, pp. 328-339.
14. E.A. Wan "Temporal Backpropagation for FIR Neural Networks", IEEE International Joint Conference on Neural Networks, 1990, San Diego, CA, pp. 575-580.
15. R.J. Williams and D. Zipser "A Learning Algorithm for Continually running Fully Recurrent Neural Networks", Neural Computation, vol. 1, 1989, pp. 270-280.
16. A.J. Robinson and F. Fallside "A Recurrent Error Propagation Speech Recognition System", Computer Speech and Language, vol. 5, 1991, pp. 259-274.