Zero-sequence-based relaying technique for protecting power transformers and its performance assessment using unsupervised learning ANN

European Transactions on Electrical Power

Volumn 16, Issue 2, 2006, Pages 147-160

  Díaz, Guzmán ^a   Blanco, Ignacio Díaz ^a   Arboleya, Pablo ^a   Gómez Aleixandre, Javier ^a  

^a UNIVERSITY OF OVIEDO   (Spain)

Author keywords

Inrush; Internal fault; Protective relaying; Self organizing maps (SOM); Transformer

Indexed keywords

INRUSH; INTERNAL FAULT; SELF-ORGANIZING MAPS (SOM); TRANSFORMER; ZERO-SEQUENCE-BASED RELAYING TECHNIQUE;

ELECTRIC CURRENTS; LABORATORIES; MEASUREMENTS; PERFORMANCE; SIMULATION; SWITCHING; WINDING;

RELAY PROTECTION;

EID: 33645664550     PISSN: 1430144X     EISSN: 15463109     Source Type: Journal    
DOI: 10.1002/etep.72     Document Type: Article

References (16)

1. Power System Relay Committee of the IEEE Power Engineering Society: IEEE Guide for the Protection of Network Transformers. ANSI/IEEE Std C37.108, 1989.
2. Lunsford JM, Tobin TJ. Detection of and protection for internal low-current winding faults in overhead distribution transformers. IEEE Transactions on Power Delivery 1997; 12(3): 1241-1249.
3. Bean RL, Chackan N, Moore HR, Wentz EC. Transformers for the Electric Power Industry. McGraw Hill, New York: USA, 1959.
4. Guzmán A, Zocholl S, Benmouyal G, Altuve HJ. A current-based solution for transformer differential Protection - Part I: problem statement. IEEE Transactions on Power Delivery 2001; 16(4):485-491.
5. Power System Relay Committee of the IEEE Power Engineering Society: IEEE Guide for Protective Relay Applications to power Transformers. IEEE Std C37.91, 2000.
6. Liu P, Malik OP, Chen D, Hope GS, Guo Y. Improved operation of differential protection of power transformers for internal faults. IEEE Transactions on Power Delivery 1992; 7(4): 1912-1919.
7. Zhang H, Liu P, Malik OP. A new scheme for inrush identification in transformer protection. Electric Power Systems Research 2002; 63:81-86.
8. Orille AL, Khalil N, Valencia JA. A transformer differential protection based on finite impulse response artificial neural network. Computers and Industrial Engineering 1999; 37:399-402.
9. Mao PL, Aggarwal RK. A novel approach to the classification of the transient phenomena in power transformers using combined wavelet transform and neural network. IEEE Transactions on Power Delivery 2001; 16(4):654-660.
10. Friedman JH. Exploratory projection pursuit. Journal of the American Statistical Association 1987; 82:249-266.
11. Kruskal JB, Wish M. Multidimensional Scaling. Bell Laboratories: Murray Hill, N.J. 1978.
12. Sammon JW. A nonlinear mapping for data structure analysis. IEEE Transactions on Computers 1969; 18(5):401-409.
13. Kohonen T. Self Organizing Maps. Springer-Verlag, Berlin: Germany, 1995.
14. Bishop CM, Svensen M, Williams CKI. GTM: The generative topographic mapping. Neural Computation 1998; 10(1): 215-234.
15. Díaz G, Gomez-Aleixandre J, Arboleya P. Diagnosis of a turn-to-turn short circuit in power transformers by means of zero sequence current analysis. Electric Power Systems Research 2004; 69(2-3):321-329.
16. Kohonen T, Oja E, Simula O, Visa A, Kangas J. Engineering applications of the self organizing map. Proceedings of the IEEE 1996; 84(10): 1358-1384.