Fault classification and ground detection using support vector machine

IEEE Region 10 Annual International Conference, Proceedings/TENCON

Volumn , Issue , 2006, Pages

  Samantaray, S R ^a   Dash, P K ^b   Panda, G ^a  

^a NATIONAL INSTITUTE OF TECHNOLOGY   (India)

^b Department of Mechanical Engineering Capital Engineering College   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRIC EQUIPMENT PROTECTION; ELECTRIC FAULT CURRENTS; ELECTRIC LINES; FAULT DETECTION; GAUSSIAN NOISE (ELECTRONIC); VOLTAGE CONTROL;

FAULT CLASSIFICATION; GROUND DETECTION;

SUPPORT VECTOR MACHINES;

EID: 34547582646     PISSN: 21593442     EISSN: 21593450     Source Type: Conference Proceeding    
DOI: 10.1109/TENCON.2006.344216     Document Type: Conference Paper

References (11)

1. M.H.J.Boolen, "Traveling wave based protection of double circuit lines", Proceeding Inst.Elect. Engg. C, vol.140, no.1, pp.37-47, Jan, 1993.
2. T. Dalstein, and B. Kluicke, " Neural Network approach to fault classification for high speed protection relaying", IEEE transaction, P&D, vol-10, No 2, 1995, pp.1002-1011.
3. P.K.Dash, A.K. Pradhan, and G. Panda, "A novel Fuzzy Neural Network based distance relaying scheme", IEEE Transaction on Power Delivery, vol-15, No 3, 2000, pp. 902-907.
4. O.A.S Yaussef, "New Algorithms for phase selection based on wavelet transforms", IEEE transactions on Power Delivery, vol17, pp.908-914, 2002.
5. O.A.S Yaussef, "Online applications of wavelet transform to power system relaying", IEEE transactions on Power Delivery, vol-18, No.4, pp. 1158-1165, 2003.
6. O.A.S Yaussef, "Combined Fuzzy-Logic wavelet based fault classification for power system relaying", IEEE transaction on Power Delivery, vol-19, No.2, pp.582-589, 2004.
7. A.H.Osman, and O.P.Malik, "Transmission line protection based on wavelet transform", IEEE transaction on Power Delivery, vol-19, No.2, pp.515-523, 2004.
8. C.J.C. Burges, "A tutorial on support vector machines for pattern recognition", Data Mining Knowledge Discovery, 2 (2), pp.121-167, 1998.
9. O. Chapelle, V.N. Vapnik, "Model selection for support vector machines", in: S. Solla, T.K. Leen, K.-R.Muller (Eds.), Advances in Neural Information Processing Systems, Vol. 12, The MIT Press, Cambridge, MA, 2000, pp. 230-236.
10. O. Chapelle, V.N. Vapnik, O. Bousquet, S. Mukherjee, "Choosing multiple parameters for support vector machines", Mach. Learn. 46 (1-3) (2002) 131-159.
11. R. Collobert, S. Bangio, SVMTorch: "a support vector machine for large-scale regression and classification problems", J. Mach. Learn. Res. 1 (2001) 143-160.