A modular approach for classification and location of arcing and non-arcing faults on transmission lines

International Journal of Energy Technology and Policy

Volumn 7, Issue 4, 2011, Pages 309-324

  Jayabharata Reddy, M ^a   Mohanta, Dusmanta Kumar ^b  

^a NATIONAL INSTITUTE OF TECHNOLOGY   (India)

^b BIRLA INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Discrete wavelet transform; DWT; FIS; Fuzzy inference system; MANNs; Modular artificial neural networks; fault classification and fault location; MRA; Multiresolution analysis

Indexed keywords

ALGORITHM; ARTIFICIAL NEURAL NETWORK; CLASSIFICATION; DESIGN METHOD; DETECTION METHOD; ELECTRICAL POWER; ELECTRICITY SUPPLY; FUZZY MATHEMATICS; WAVELET ANALYSIS;

EID: 79953267905     PISSN: 14728923     EISSN: None     Source Type: Journal    
DOI: 10.1504/IJETP.2011.039216     Document Type: Article

References (28)

1. Adu, T. (2002) 'An accurate fault classification technique for power system monitoring devices', IEEE Transactions on Power Delivery, Vol. 17, No. 3, July, pp.684-690.
2. Chanda, D., Kishore, N.K. and Sinha, A.K. (2003a) 'A wavelet multiresolution analysis for location of faults on transmission lines', Electrical Power and Energy Systems, Vol. 25, No. 1, pp.59-69.
3. Chanda, D., Kishore, N.K. and Sinha, A.K. (2003b) 'Application of wavelet multiresolution analysis for classification of faults on transmission lines', IEEE Conference on Convergent Technologies for Asia-Pacific Region, Bangalore, India, Vol. 4, pp.1464-1469.
4. Dalstein, T. and Kulicke, B. (1995) 'Neural network approach to fault classification for high speed protective relaying', IEEE Trans. Power Delivery, Vol. 10, No. 2, April, pp.1002-1011.
5. Das, B. and Vittal Reddy, J. (2005) 'Fuzzy-logic-based fault classification scheme for digital distance protection', IEEE Transactions on Power Delivery, Vol. 20, No. 2, April, pp.609-616. (Pubitemid 40583558)
6. Dash, P.K., Mishra, S., Salama, M.M.A. and Liew, A.C. (2000) 'Classification of power system disturbances using a fuzzy expert system and a Fourier linear combiner', IEEE Trans. Power Delivery, Vol. 15, No. 2, April, pp.472-477.
7. Ferrero, A. and Sangiovanni, S. (1995) 'A fuzzy-set approach to fault-type identification in digital relaying', IEEE Transactions on Power Delivery, Vol. 10, No. 1, January, pp.169-175.
8. Huang, S-J. and Hsieh, C-T. (1999) 'High impedance fault detection utilizing a Morlet wavelet transform approach', IEEE Trans. Power Delivery, Vol. 14, October, pp.1401-1410.
9. Jayabharata Reddy, M. and Mohanta, D.K. (2008a) 'Adaptive-neuro-fuzzy inference system approach for transmission line fault classification and location incorporating effects of power swings', IET Generation, Transmission and Distribution, Vol. 2, No. 2, pp.235-244. (Pubitemid 351263611)
10. Jayabharata Reddy, M. and Mohanta, D.K. (2008b) 'Performance evaluation of adaptive network based fuzzy inference system approach for location of faults on transmission lines using Monte Carlo simulation', IEEE Transactions on Fuzzy Systems, Vol. 16, No. 4, August, pp.909-919.
11. Jayabharata Reddy, M. and Mohanta, D.K. (2006) 'A comparative study of artificial neural network (ANN) and fuzzy inference system (FIS) approach for digital relaying of transmission line faults, International Journal of Artificial Intelligence and Machine Learning, Vol. 6, No. 4, pp.1-7.
12. Jayabharata Reddy, M., Mohanta, D.K. and Karan, B.M. (2004) 'Power system disturbances recognition using wavelet and S-Transform', International Journal of Emerging Electrical Power Systems, The Berkley Electronics Press, Vol. 1, No. 2, pp.1-16.
13. Kim, C-H., Kim, H., Ko, Y-H., Byun, S-H., Aggarwal, R.K. and Johns, A.T. (2002) 'A novel fault-detection technique of high-impedance arcing faults in transmission lines using the wavelet transform', IEEE Transactions on Power Delivery, Vol. 17, No. 4, October, pp.921-929. (Pubitemid 35422419)
14. Lahiri, U., Pradhan, A.K. and Mukhopadhyaya, S. (2005) 'Modular neural network-based directional relay for transmission line protection', IEEE Transactions on Power Systems, Vol. 20, No. 4, November, pp.2154-2155. (Pubitemid 41700573)
15. Mallat, S.G. (1989) 'A theory for multiresolution signal decomposition: the wavelet representation', IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 11, No. 7, pp.674-693.
16. Martín, F. and Aguado, J.A. (2003) 'Wavelet-based ANN approach for transmission line protection', IEEE Transactions on Power Delivery, Vol. 18, No. 4, October, pp.1572-1574.
17. Mohanta, D.K., Sadhu, P.K. and Chakrabarti, R. (2004) 'Fuzzy reliability evaluation of captive power plant maintenance scheduling incorporating uncertain forced outage rate and load representation', Electric Power Systems Research, Vol. 72, No. 1, pp.73-84.
18. Mohanta, D.K., Sadhu, P.K. and Chakrabarti, R. (2005) 'Fuzzy Markov model for determination of fuzzy state probabilities of generating units including the effect of maintenance scheduling', IEEE Transactions on Power Delivery, Vol. 20, No. 4, November, pp.2117-2124. (Pubitemid 41700566)
19. Morais Pereira, C.E.D. and Zanetta, L.C. (2004) 'Fault location in transmission lines using one-terminal post fault voltage data', IEEE Transactions on Power Delivery, Vol. 19, No. 2, April, pp.570-575.
20. Osman, A.H. and Malik, O.P. (2004) 'Transmission line distance protection based on wavelet transform', IEEE Transactions on Power Delivery, Vol. 19, No. 2, April, pp.515-523.
21. Petridis, V. and Kehagias, A. (1997) 'Predictive modular fuzzy systems for time-series classification', IEEE Transactions on Fuzzy Systems, Vol. 5, No. 3, August, pp.381-397. (Pubitemid 127768522)
22. Pillay, P. and Bhattacharjee, A. (1996) 'Application of wavelets to model short-term power system disturbances', IEEE Transactions on Power Systems, Vol. 11, No. 4, November, pp.2031-2037.
23. Santoso, S., Powers, E.J. and Grady, W.M. (1997) 'Power quality disturbance data compression using wavelet transform methods', IEEE Transactions on Power Delivery, Vol. 12, No. 3, July, pp.1250-1257.
24. 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, No. 2, April, pp.924-930. (Pubitemid 126774339)
25. Sidhu, T.S., Singh, H. and Sachdev, M.S. (1995) 'Design, implementation and testing of an artificial neural network based fault direction discriminator for protecting transmission lines', IEEE Trans. Power Delivery, Vol. 10, No. 2, April, pp.697-706.
26. Wilkinson, W.A. and Cox, M.D. (1996) 'Discrete wavelet analysis of power system transients', IEEE Transactions on Power Systems, Vol. 11, No. 4, November, pp.2038-2044. (Pubitemid 126781383)
27. Youssef, O.A.S. (2002) 'New algorithm to phase selection based on wavelet transforms', IEEE Transactions on Power Delivery, Vol. 17, No. 4, pp.908-914. (Pubitemid 35422417)
28. Youssef, O.A.S. (2003) 'Online applications of wavelet transforms to power systems relaying', IEEE Trans. Power Delivery, Vol. 18, No. 4, October, pp.1158-1165.