ANN-based protection scheme for power transformer

Electric Power Components and Systems

Volumn 28, Issue 9, 2000, Pages 875-884

  Moravej, Zahra ^a   Vishwakarma, D N ^a   Singh, S P ^a  

^a BANARAS HINDU UNIVERSITY   (India)

Author keywords

Digital relays; Inrush current; Neural networks; Overexcitation; Power transformer protection

Indexed keywords

EID: 26844579424     PISSN: 15325008     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (17)

1. Bastard, P., Meunier, M., and Regal, H., 1995, "Neural Network Based Algorithm for Power Transformer Differential Relays," IEEE Proc-Gener Transm. Distrib., Vol. 142, No. 4, pp. 386-392.
2. Coury, D. V., and Jorge, D. C., 1998, "Artificial Neural Network Approach to Distance Protection of Transmission Lines," IEEE Trans. on Power Delivery, Vol. 13, No. 1, pp. 102-108.
3. Dommelen, D. V., and Dommel, H. W., 1987, "PC-EMTP user's Manual, Alternative Transients," Programe Rule Book, Volume 7, No. 2.
4. Fu, Limin., 1994, "Neural Networks in Computer Intelligence," McGraw-Hill, Inc. New Delhi.
5. Haykin, S., 1994, "Neural Networks: A Comprehensive Foundation," Canada, Book, Macmillan College Publishing Company.
6. Lippmann, R. P., 1987, "An Introduction to Computing with Neural Networks," IEEE Assp. Magazine, Vol. 4, pp. 4-22.
7. Liu, P., Malik, O. P., Chen, D., Hope, G. S., and Guo, Y., 1992, "Improved Operation of Differential Protection of Power Transformers for Internal Faults," IEEE Trans. on Power Delivery, Vol. 7, No. 4, pp. 1912-1919.
8. Perez, L. G., Flechsig, A. J., Meador, J. L., and Obradovic, Z., 1994, "Training an Artificial Neural Network to Discriminate Between Magnetizing Inrush and Internal Faults," IEEE Trans. on Power Delivery, Vol. 9, No. 1, pp. 434-441.
9. Moravej, Z., Vishwakarma, D. N., and Singh, S. P., 1998, "Applicability of Artificial Neural Networks to Power Transformer Protection: An overview," Proceedings 14th National Convention of Electrical Engineers on Modern Trends in the Transmission Systems, I.I.T., Kanpur (India), pp. 230-235.
10. Pihlev, J., Grcar, B., and Polinar, D., 1997, "Improved Operation of Power Transformer Protection Using Artificial Neural Network," IEEE Trans. on Power Delivery, Vol. 12, No. 3, pp. 1125-1135.
11. Rahman, M. A., and Jeyasurya, B., 1988, "A State of The Art Review of Transformer Protection Algorithms," IEEE Trans. on Power Delivery, Vol. 3, No. 2, pp. 534-544.
12. Rahman, M. A., So, B., and Zaman, M. R., 1998, "Experimental Testing of a Stand-along Digital Relay for Power Transformers," IEEE Trans. on Power Delivery, Vol. 13, No. 2, pp. 374-385.
13. Rockfeller, G. D., 1969, "Fault Protection With Digital Computer," Trans. of IEEE, Power Apparatus and Systems, Vol. PAS-88, pp. 438-464.
14. Sidhu, T. S., Sachdev, M. S., Wood, H. C., and Nagpal, M., 1992, "Design Implementation and Testing of a Micro-processor-Based High Speed Relay for Detecting Transformer Winding Faults," IEEE Trans. on Power Delivery, Vol. 7, No. 1, pp. 1885-1891.
15. Sultan, A. F., Swift, G. W., and Fedirchuk, D. J., 1992, "Detection of High Impedance Arcing Faults Using a Multi-layer Perceptron," IEEE Trans. on Power Delivery, Vol. 7, No. 4, pp. 1871-1877.
16. Dalstein, T., and Kulicke, B., 1995, "Neural Network Approach to Fault Classification for High Speed Protective Relaying," IEEE Trans. on Power Delivery, Vol. 10, No. 2, pp. 1002-1011.
17. Zaman, M. R., and Rahman, M. A., 1998, "Experimental Testing of the Artificial Neural Network Based Protection of Power Transformers," IEEE Trans. on Power Delivery, Vol. 13, No. 2, pp. 510-517.