Journal of Engineering and Applied Sciences

Year: 2016
Volume: 11
Issue: 11
Page No. 2479 - 2484

Fault Classification in Transmission Line Using Support Vector Machine (SVM) and Wavelet Features

Authors : Mat Nizam Mahmud, Mohamad Nizam Ibrahim, Muhammad Khusairi Osman and Zakaria Hussain

References

Abdollahi, A. and S. Seyedtabaii, 2010. Transmission line fault location estimation by Fourier and wavelet transforms using ANN. Proceedings of the 2010 4th International Conference on Power Engineering and Optimization Conference (PEOCO), June 23-24, 2010, IEEE, Tehran, Iran, ISBN:978-1-4244-7127-0, pp: 573-578.

Chanda, D., N.K. Kishore and A.K. Sinha, 2003. Application of wavelet multiresolution analysis for classification of faults on transmission lines. Proceedings of the Conference on Convergent Technologies for the Asia-Pacific Region (TENCON03), October 15-17, 2003, IEEE, India, ISBN:0-7803-8162-9, pp: 1464-1469.

Chen, J., R. Aggarwal and Y. Lu, 2011. New algorithm for EHV transmission line faulted-phase selection based on wavelet transforms and artificial intelligence. Proceedings of the International Conference on Advanced Power System Automation and Protection (APAP), October 16-20, 2011, IEEE, Nanjing, China, ISBN:978-1-4244-9622-8, pp: 2374-2379.

Dasgupta, A., S. Nath and A. Das, 2012. Transmission line fault classification and location using wavelet entropy and neural network. Electr. Power Compon. Syst., 40: 1676-1689.
Direct Link  |  

Dash, P.K., S.R. Samantaray and G. Panda, 2007. Fault classification and section identification of an advanced series-compensated transmission line using support vector machine. IEEE. Trans. Power Delivery, 22: 67-73.
CrossRef  |  Direct Link  |  

Ekici, S., 2012. Support vector machines for classification and locating faults on transmission lines. Appl. Soft Comput., 12: 1650-1658.
Direct Link  |  

Gaouda, A.M., M.A. Salama, M.R. Sultan and A.Y. Chikhani, 1999. Power quality detection and classification using wavelet-multi resolution signal decomposition. IEEE Trans. Power Delivery, 14: 1469-1476.
CrossRef  |  

Gayathri, K. and N. Kumarappan, 2010. Accurate fault location on EHV lines using both RBF based support vector machine and SCALCG based neural network. Expert Syst. Appl., 37: 8822-8830.
Direct Link  |  

Gryllias, K.C. and I.A. Antoniadis, 2012. A support vector machine approach based on physical model training for rolling element bearing fault detection in industrial environments. Eng. Appl. Artif. Int., 25: 326-344.
Direct Link  |  

He, Z., S. Lin, Y. Deng, X. Li and Q. Qian, 2014. A rough membership neural network approach for fault classification in transmission lines. Int. J. Electr. Power Energy Syst., 61: 429-439.
Direct Link  |  

Jamehbozorg, A. and S.M. Shahrtash, 2010. A decision-tree-based method for fault classification in single-circuit transmission lines. IEEE. Trans. Power Delivery, 25: 2190-2196.
CrossRef  |  Direct Link  |  

Jamil, M., A. Kalam, A.Q. Ansari and M. Rizwan, 2014. Generalized neural network and wavelet transform based approach for fault location estimation of a transmission line. Appl. Soft Comput., 19: 322-332.
Direct Link  |  

Livani, H. and C.Y. Evrenosoglu, 2014. A single-ended fault location method for segmented HVDC transmission line. Electr. Power Syst. Res., 107: 190-198.
Direct Link  |  

Megahed, A.I., A.M. Moussa and A.E. Bayoumy, 2006. Usage of wavelet transform in the protection of series-compensated transmission lines. IEEE. Trans. Power Delivery, 21: 1213-1221.
CrossRef  |  Direct Link  |  

Parikh, U.B., B. Das and R.P. Maheshwari, 2008. Combined wavelet-SVM technique for fault zone detection in a series compensated transmission line. IEEE Trans. Power Delivery, 23: 1789-1794.
CrossRef  |  

Reddy, M.J.B., D.V. Rajesh and D.K. Mohanta, 2013. Robust transmission line fault classification using wavelet multi-resolution analysis. Comput. Electr. Eng., 39: 1219-1247.
Direct Link  |  

Silva, K.M., B.A. Souza and N.S.D. Brito, 2006. Fault detection and classification in transmission lines based on wavelet transform and ANN. IEEE Trans. Power Delivery, 21: 2058-2063.
CrossRef  |  

Vyas, B., R.P. Maheshwari and B. Das, 2014. Evaluation of artificial intelligence techniques for fault type identification in advanced series compensated transmission lines. IETE J. Res., 60: 85-91.
CrossRef  |  Direct Link  |  

Yadav, A. and A. Swetapadma, 2015. A novel transmission line relaying scheme for fault detection and classification using wavelet transform and linear discriminant analysis. Ain Shams Eng. J., 6: 199-209.
Direct Link  |  

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