Detection and Classification of Double Line to Ground Faults in a 138 kV Six Phase Transmission Line Using Hilbert Huang Transform

Authors

  • Gaurav Kapoor Modi Institute of Technology, Kota, Rajasthan, India

Keywords:

fault detection and classification, six phase transmission line, Hilbert Huang transform

Abstract

In this paper, Hilbert Huang transform based technique is introduced to detect and classify double line to ground faults in a 138 kV, 60 Hz, 68 km long six phase transmission line. Hilbert Huang transform is used to extract the hidden features contained in fault current signal in the form of Hilbert coefficients. The proposed technique does not requires the communication link between the two terminals of six phase transmission line since the fault current signals are recorded at the first terminal only i.e. at bus-1. For the justification of the proposed technique, wide variety of fault test studies were carried out in MATLAB/ Simscape power system toolbox for different types of three phase to ground faults by varying fault type, fault location, fault inception time, fault resistance and ground resistance. Test results shows that the Hilbert Huang transform based proposed technique effectively detects/ classifies the double line to ground faults.

Downloads

Download data is not yet available.

Author Biography

Gaurav Kapoor, Modi Institute of Technology, Kota, Rajasthan, India

Assistant Professor, Electrical Engineering Department

References

E. Koley, K. Verma and S. Ghosh, “A modular neuro-wavelet based non-unit protection scheme for zone identification and fault location in six phase transmission line”, Neural Comput. & Applic., Vol. 28, No. 6, pp. 1369-1385, 2017.

K. Sharma, S. Ali and G. Kapoor, “Six phase transmission line boundary fault detection using mathematical morphology”, Int. J. Engineering Research and Technology, Vol. 6, No. 12, pp. 150-154, 2017.

S. K. Shukla and E. Koley, “Detection and classification of open conductor faults in six-phase transmission system using k- nearest neighbour algorithm”, Proc. 6th IEEE Int. Conf. Power Systems (ICPS), pp. 157-161, 2017.

G. Kapoor, “Detection of phase to phase faults and identification of faulty phases in series capacitor compensated six phase transmission line using the norm of wavelet transform”, i-managers J. Digital Signal Processing, Vol. 6, No. 1, pp. 10-20, 2018

G. Kapoor, “A contemporary discrete wavelet transform based twelve phase series capacitor compensated transmission line protection”, Int. J. Engineering Research and Technology, Vol. 7, No. 5, pp. 263-271, 2018

V. Ashok and A. Yadav, “A relaying scheme for detection and classification of shunt faults in six phase transmission line based on DFT-FIS approach”, J. of Power Technologies, Vol. 98, No. 2, pp. 202-211, 2018.

V. K. Tripathi and A. K. Bhardwaj, “Investigation of multi phase power transmission system with thyristor controlled series capacitor”, Int. J. Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, Vol. 2, No. 6, pp. 1572-1574, 2014

R. Kumar, E. Koley, A. Yadav and A. S. Thoke, “Fault classification of phase to phase fault in six phase transmission line using Haar wavelet and ANN ”, Proc. IEEE Int. Conf. Signal Processing and Integrated Networks (SPIN), pp. 5-8, 2014.

S. Zhipeng, W. Pingping, Y. Zheng, and Z. Xu, “Method for parameter decoupling for four-circuit transmission lines on the same tower”, Proc. IEEE Int. Conf. Asia Pacific Power and Energy Engineering Conference, 2012

C. Fan, L. Liu and Y. Tian, “A fault location method for 12-phase transmission lines based on twelve sequence component method”, IEEE Trans. Power Deliv., Vol.-26, No. 1, pp. 135-142, 2011

X. Peng, W. Gang, L. Haifeng, L. Yuansheng, and Z. Pu, “A new method for open conductors fault calculation of four-parallel transmission lines”, Proc. IEEE Int. Conf. Asia Pacific Power and Energy Engineering Conference, 2010

Zakir Husain, R. K. Singh and S. N. Tiwari, “Multi Phase (6-Phase and 12-Phase) Power Transmission Systems with TCSC”, Proc. Int. Conf. on Applications on Electrical Engineering, pp. 246-250, 2007

Z. Demir, O. Kilic, and S. Ozbey, “Calculation of load flow in mixed three-phase line and multiphase (six-phase and twelve-phase) line by the method of phase coordinate”, Proc. IEEE 6th Int. Conf. Optimization of Electrical and Electronics Equipments, pp. 1-7, 1998

T.F. Dorazio, “High phase order transmission”, Proc. IEEE Technical Conference on Southern Tier, pp. 1-6, 1990

A. S. Binsaroor and S. N. Tiwari, “Evaluation of twelve-phase (multiphase) transmission line parameters”, Electric Power Systems Research, Vol. 15, No. 1, pp. 63-76, 1988

Downloads

Published

2019-10-30

How to Cite

Kapoor, G. (2019). Detection and Classification of Double Line to Ground Faults in a 138 kV Six Phase Transmission Line Using Hilbert Huang Transform. International Journal of Electrical Engineering and Applied Sciences (IJEEAS), 2(2), 1–16. Retrieved from https://ijeeas.utem.edu.my/ijeeas/article/view/4844