Modified PSO and wavelet transform-based fault classification on transmission systems

International Journal of Bio-Inspired Computation

Volumn 2, Issue 6, 2010, Pages 395-403

  Upendar, J ^a   Gupta, C P ^a   Singh, G K ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY ROORKEE   (India)

Author keywords

Fault classification; Particle swarm optimisation; PNN; Probabilistic neural network; PSO; Transmission lines; Wavelet transforms

Indexed keywords

BIOMIMETICS; CLASSIFICATION (OF INFORMATION); DATA HANDLING; DISCRETE WAVELET TRANSFORMS; ELECTRIC LINES; ELECTRIC POWER TRANSMISSION; MATLAB; NEURAL NETWORKS; SIGNAL RECONSTRUCTION; WAVELET TRANSFORMS;

COMPUTATIONALLY EFFICIENT; EXTENSIVE SIMULATIONS; FAULT CLASSIFICATION; OFF-LINE PROCESSING; PARTICLE SWARM OPTIMISATION; PRE-PROCESSING UNITS; PROBABILISTIC NEURAL NETWORKS; TRANSMISSION SYSTEMS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 79960359084     PISSN: 17580366     EISSN: 17580374     Source Type: Journal    
DOI: 10.1504/IJBIC.2010.037019     Document Type: Article

References (17)

1. Das, D., Singh, N.K. and Sinha, A.K. (2006) 'A comparison of Fourier transform and wavelet transform methods for detection and classification of faults on transmission lines', IEEE Power India Conference, New Delhi, 10-12 April.
2. Dash, P.K., Pradhan, A.K. and Panda, G. (2001), 'Application of minimal radial basis function neural network to distance protection', IEEE Transactions on Power Delivery, Vol. 16, No. 1, pp.68-741.
3. Daubechies, I. (1992) 'Ten lectures on wavelets', Society for Industrial and Applied Mathematics, Philadelphia, PA.
4. Gaing, Z-L. (2004) 'Wavelet-based neural network for power disturbance recognition and classification', IEEE Transactions on Power Delivery, October, Vol. 19, No. 4, pp.1560-1568.
5. Huang, S.J. and Hsieh, C.T. (1999) 'High impedance fault detection utilizing a Morlet wavelet transform approach', IEEE Transactions on Power Delivery, Vol. 14, No. 4, pp.1401-1410.
6. Kennedy, J. and Eberhart, R.C. (1995) 'Particle swarm optimization', IEEE International Conference on Neural Networks IV, Piscataway, NJ, Vol. 4, pp.1942-1948.
7. Kezunovic, M. and Perunicic, B. (1996) 'Automated transmission line fault analysis using synchronized sampling at two ends', IEEE Transactions on Power Systems, Vol. 11, No. 1, pp.441-447. (Pubitemid 126781178)
8. Lai, L.L. and Rajkumar, N. (2000) 'Wavelet transform and neural networks for fault location of a Teed-network', IEEE International Conf. on Power System Technology, POWERCON 2000, Perth, Western Australia, 4-7 December, pp.807-811.
9. Lai, T.M., Snider, A., Lo, E. and Sutanto, D. (2005) 'High impedance fault detection using discrete wavelet transform and frequency range and RMS conversion', IEEE Transactions on Power Delivery, January, Vol. 20, No. 1, pp.397-407. (Pubitemid 40152076)
10. Littler, T.B. and Morrow, D.J. (1999) 'Wavelets for the analysis and compression of power system disturbances', IEEE Transactions on Power Delivery, April, Vol. 14, pp.358-364.
11. Momoh, J.A., Dias, L.G. and Laird, D.N. (1997) 'An implementation of a hybrid intelligent tool for distribution system fault diagnosis', IEEE Transactions on Power Delivery, Vol. 12, No. 2, pp.1035-1040. (Pubitemid 127762410)
12. Osman, A.H. and Malik, O.P. (2004.) 'Protection of parallel transmission lines using wavelet transform', IEEE Transactions on Power Delivery, Vol. 19, No. 1, pp.49-55.
13. Pillay, P. and Bhattacharjee, A. (1996) 'Application of wavelets to model short-Term power system disturbances', IEEE Transactions on Power Systems, November, Vol. 11, pp.2031-2037.
14. Santoso, S., Powers, E.J., Grady, W.M. and Hofmann, P. (1996) 'Power quality assessment via wavelet transform analysis', IEEE Transactions on Power Delivery, Vol. 11, pp.924-930. (Pubitemid 126774339)
15. Shi, Y. and Eberhart, R.C. (1998.) 'A modified particle swarm optimizer', IEEE International Conference on Evolutionary Computation, Piscataway, NJ, pp.69-73.
16. Youssef, O.A.S. (2001) 'Fault classification based on wavelet transforms', IEEE T&D Conference, Atlanta, GA, 28 October-2 November.
17. Website: www.mathworks.com and MATLAB/Simulink, Toolbox: Sim Power System, wavelets transform.