CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

Artificial Neural Network based Protection Scheme for One Conductor Open Faults in Six Phase Transmission Line

by Ebha Koley, Anamika Yadav, A. S. Thoke
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 101 - Number 4
Year of Publication: 2014
Authors: Ebha Koley, Anamika Yadav, A. S. Thoke
10.5120/17678-8522

Ebha Koley, Anamika Yadav, A. S. Thoke . Artificial Neural Network based Protection Scheme for One Conductor Open Faults in Six Phase Transmission Line. International Journal of Computer Applications. 101, 4 ( September 2014), 42-46. DOI=10.5120/17678-8522

@article{ 10.5120/17678-8522,
author = { Ebha Koley, Anamika Yadav, A. S. Thoke },
title = { Artificial Neural Network based Protection Scheme for One Conductor Open Faults in Six Phase Transmission Line },
journal = { International Journal of Computer Applications },
issue_date = { September 2014 },
volume = { 101 },
number = { 4 },
month = { September },
year = { 2014 },
issn = { 0975-8887 },
pages = { 42-46 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume101/number4/17678-8522/ },
doi = { 10.5120/17678-8522 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:30:50.872845+05:30
%A Ebha Koley
%A Anamika Yadav
%A A. S. Thoke
%T Artificial Neural Network based Protection Scheme for One Conductor Open Faults in Six Phase Transmission Line
%J International Journal of Computer Applications
%@ 0975-8887
%V 101
%N 4
%P 42-46
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The demand for electricity is ever increasing. To meet this ever increasing demand, six phase line can be a possible alternative to increase the transmission line capacity of existing line with the same right of way. This paper presents a Artificial Neural Network based protection scheme for detection and classification of all one conductor open faults in six phase line. A 138 kV six phase transmission line of 68 km length has been simulated using MATLAB® software and its associated Simulink® and Simpowersystem® toolboxes. The fundamental components of current signals measured at relay location are used as input to train the Artificial Neural Network. The effect of variation in fault inception angle and fault distance location has been investigated on the performance of the proposed protection scheme. The simulation results of ANN based protection technique shows that proposed algorithm correctly detects/classifies all types of one open conductor faults within one cycle time. It validates the accuracy and suitability of the proposed scheme.

References
  1. J. R. Stewart and D. D. Wilson, "High phase order transmission-A feasibility analysis Part-I, steady state considerations" IEEE Transactions on power apparatus and systems, Vol. PAS-97, No. 6, Nov/Dec, 1978, pp. 2300-2307.
  2. J. R. Stewart and D. D. Wilson, "High phase order transmission-A feasibility analysis Part-II- overvoltages and insulation requirements , "IEEE Transactions on Power Apparatus and Systems, Vol. PAS-97, No. 6, Nov/Dec, 1978, pp. 2308-2317.
  3. J. R. Stewart and I. S. Grant, "High phase order - ready for application" IEEE Transactions on Power Apparatus and Systems, Vol. PAS-101, No. 6 June 1982, pp. 58-59.
  4. C. Grande-Moran, "Series Faults in Six-Phase Electric Power Systems" Electric Power Systems Research, Vol. 13, 1987, pp. 109 – 117.
  5. A. S. Bin Saroor and S. N. Tiwari, "An Investigation into Analysis of Series Faults in Multiphase Transmission Systems" Electric Power Systems Research, Vol. 19, 1990, pp. 85 – 93.
  6. R. V. Rebbapragada, H. Panke, H. J. Pierce, J. R. Stewart and L. J. Oppel, "Selection and application of relay protection for six phase demonstration project" IEEE Transactions on Power Delivery, Vol. 7. No. 4, 1992, pp. 1900-1911.
  7. A. P. Apostolov and R. G. Raffensperger, "Relay protection operation for faults on NYSEG's six phase transmission line" IEEE Transactions on Power Delivery,Vol. 11, No. 1, 1996, pp. 191-196.
  8. L. J. Oppel, E. Krizauskas and R. H. Austenfeld, " Evaluation and Testing of a Single Terminal Step Distance Scheme for Use on a Six Phase Transmission System" IEEE Transactions on Power Delivery, Vol. 13, No. 4, 1998,pp-1527-1529.
  9. A. A. Hajjar and M. M. Mansour, "A microprocessor and wavelets based relaying approach for on line six-phase transmission lines protection", Proceedings of the 41st Universities Power Engineering Conference UPEC-06, 2006 , pp- 819 – 823.
  10. Tahar Bouthiba, "Fault location in EHV transmission lines using artificial neural networks", Int. J. Appl. Math. Comput. Sci. , Vol. 14, No. 1, 69–78, 2004.
  11. M. Sanaye-Pasand, H. Khorashadi-Zadeh, "Transmission line fault detection & phase selection using ANN", International Conference on Power Systems Transients – IPST in New Orleans, USA, 2003.
  12. D. V. Coury & D. C. Jorge, "Artificial neural network approach to distance protection of transmission lines", IEEE Trans. on Power Delivery, Vol. 13, No. 1, pp. 102-108, 1998.
  13. Mahmoud Gilany, Ahmed Al-Kandari and Bahaa Hassan, "ANN based technique for enhancement of distance relay performance against open-conductor in HV transmission lines" Computer and Automation Engineering (ICCAE), Singapore, 26-28 Feb. 2010, pp- 50 – 54.
  14. Ebha Koley, Anamika Yadav and Aniruddha Santosh Thoke, "A new single-ended artificial neural network-based protection scheme for shunt faults in six-phase transmission line" Int. Trans. Electr. Energ. Syst. (2014), Published online in Wiley Online Library (wileyonlinelibrary. com). DOI: 10. 1002/etep. 1901.
  15. Ebha Koley, Anamika Jain and A. S. Thoke, "Six Phase to Ground Fault Detection and Classification of Transmission Line using ANN" International Journal of Computer Applications" Volume 41– No. 4, March 2012, pp-6-10.
Index Terms

Computer Science
Information Sciences

Keywords

Open conductor faults Six Phase Transmission lines Artificial Neural Network Fault detection and classification.

Powered by PhDFocusTM