Artificial neural network approach to distance protection of transmission lines

IEEE Transactions on Power Delivery

Volumn 13, Issue 1, 1998, Pages 102-108

  Coury, D V ^a,b   Jorge, D C ^a,b  

^a IEEE   (Brazil)

^b UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

Artificial Neural Networks; Distance Protection; Power Systems; Relaying

Indexed keywords

CURRENT VOLTAGE CHARACTERISTICS; ELECTRIC EQUIPMENT PROTECTION; ELECTRIC POWER SYSTEMS; ELECTRIC RELAYS; FAILURE ANALYSIS; NEURAL NETWORKS; PATTERN RECOGNITION;

DISTANCE PROTECTION; DISTANCE RELAYING TECHNIQUES;

TRANSMISSION LINE THEORY;

EID: 0031698253     PISSN: 08858977     EISSN: None     Source Type: Journal    
DOI: 10.1109/61.660861     Document Type: Article

References (14)

1. A.G. Phadke and J.S. Thorp, Computer Relaying for Power Systems John Wiley and Sons, 1988.
2. M. Ramamoorty, "Application of Digital Computers to Power System Protection", Journal of Inst. Eng., India,Vol.52, no10, June 1972, pp.235-238.
3. A.A. Girgis and R.G. Brown, "Application of Kalman Filtering in Computer Relaying", IEEE Transactions on Power Apparatus and Systems, PAS-100(7), July 1981, pp.3387-95.
4. C.N. Lu, H.T. Wu and S. Vermuri "Neural Network Based Short Term Load Forecasting", IEEE Transactions on Power Systems, Vol.8, no 1, February 1993, pp. 336-342.
5. M.A. El-Sharkawi, R.J. Marks, and S. Weerasooriya, "Neural Networks and Their Application to Power Engineering", Control and Dynamics Systems ,Vol. 41, 1991, pp.359-401.
6. S.K. Chakravarthy, C.V. Nayar and N.R. Achuthan, "Applying Pattern Recognition in Distance Relaying - Part 1: Concept and Part 2 : Feasibility", Proceedings Generation, Transmission and Distribution, Vol. 139, no 4, July 1992, pp. 301-314.
7. S.A. Khaparde, P.B. Kale, and S.H. Agarwal, "Application of Artificial Neural Network in Protective Relaying of Transmission Lines", First International Forum on Applications of Neural Networks to Power Systems, Seattle,WA, July 1991, pp. 139-143.
8. 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. 647-706.
9. P.D. Wasserman, Neural Computing : Theory and Practice, Van Nostrand Reinhold, New York, 1989.
10. J. Hertz, A. Krogh, and R.G. Palmer, Introduction to the Theory of Neural Computation, Adison-Wesley Pub. Co,1991.
11. A.T. Johns, and R.K. Aggarwal, "Simulation of Faulted EHV Transmission Lines with Particular Reference to Very High Speed Protection", IEE Proceeding, Vol. 123, April 1976, pp. 353-359.
12. H. Demuth, and M. Beale, Neural Network - Toolbox - For Use with Matlab™, 1992.
13. H.J. Altuve, I. Diaz, E. Vasquez "Fourier and Walsh Digital Filtering Algorithms for Distance Protection", IEEE Trans.on Power Systems, Vol. 11, no 1, February 1996 pp.457-462.
14. T. Dalstein, B. Kulicke "Neural Network Approach to Fault Classification for High Speed Protective Relaying", IEEB Trans. on Power Delivery, Vol. 10, no2, April 1995, pp.1002-1011.