ANN Based Fault Classifier and Fault Locator for Double Circuit Transmission Line

Authors

  • Atul A Kale M.E. Student, Department of Electrical Engineering, A.C. Patil College of Engineering, Navi Mumbai, India
  • Navita G Pandey Assistant Professor, Department of Electrical Engineering, A.C. Patil College of Engineering, Navi Mumbai, India

Keywords:

Double Circuit Transmission Line, Artificial Neural Network, Fault Detection, Fault Classification, Fault Location

Abstract

Accurate and fast fault detection, classification and location is very important from the service restoration and reliability point of view. However in case of double circuit transmission line due to mutual coupling effect this may result in poor discrimination between faulty and healthy line. This paper presents an artificial neural network based fault classifier and locator for double circuit transmission line. The neural network was trained by various sets of data available from simulation of model for different faults conditions. The obtained simulation result shows the proposed system works satisfactorily.

References

Tahar Bouthiba, “Fault Location In EHV Transmission Lines Using Artificial Neural Networks”, Int. J. Appl. Math. Computer. Sci., 2004, Vol. 14, No. 1, 69–78.

Anamika Jain, A. S. Thoke, and R. N. Patel, “Fault Classification of Double Circuit Transmission Line Using Artificial Neural Network”, International Journal of Electrical Systems Science and Engineering 1;4 © www.waset.org Fall 2008.

H. Zheng you, C. Xiaoqing and L. Guoming, “Wavelet entropy definition and its application for transmission line fault detection and identification.” Conference on power system technology, 2006.

R.P.Hasbe, A.P.Vaidya, Detection and classification of faults on 220 KV transmission line using wavelet transform and neural network, International Journal of Smart Grid and Clean Energy, August 2013.

Mayuresh Rao, R.P.Hasbe, Detection and classification of faults transmission line using wavelet transform and neural network, ISSN 2278-8948, Volume -2, 2005 ISSN 1307-6884, May 2013.

Atul A. Kale, Navita G. Pandey, Fault Detection and Fault Classification of Double Circuit Transmission Line Using Artificial Neural Network, International Research Journal of Engineering and Technology, Volume 2, Issue8, Page 1226- 1229, November 2015.

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Published

2025-11-11

How to Cite

[1]
K. Atul A and P. Navita G, “ANN Based Fault Classifier and Fault Locator for Double Circuit Transmission Line”, Int. J. Comp. Sci. Eng., vol. 4, no. 2, pp. 1–6, Nov. 2025.

Issue

Vol. 4 No. 2 (2016): IJCSE Special Issue April Edition

Section

Research Article

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