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Recent Advances in Electrical & Electronic Engineering

Editor-in-Chief

ISSN (Print): 2352-0965
ISSN (Online): 2352-0973

Research Article

Fault Detection in Power Distribution

Author(s): Amarjeet Jhajharia, Uma Kumari*, Nitesh Chouhan and Yogesh Meena

Volume 14, Issue 3, 2021

Published on: 10 December, 2020

Page: [304 - 311] Pages: 8

DOI: 10.2174/2352096514666201210141607

Price: $65

Abstract

Background: In the present scenario, electricity theft is a major problem for the government. This problem affects the Indian economy since GDP goes down due to theft. Electricity is a part of living and its theft affects the common man who indirectly pays for the theft done by someone else in the form of extra charges.

Methods: In this paper, we present a novel identification pattern-based energy fault detector, by leveraging the customers' normal and faulty line. The target of this paper was to implement a system to monitor the readings and to find the fault in the power line in real time. Manipulations in readings of the meter are impossible.

Results: There is a real time monitoring of meters. Readings could be provided to customers on daily, weekly, monthly or yearly basis. As soon as there occurs a fault, it could be rectified because detection is on a real time basis and further messages can be sent to the customer about the fault.

Conclusion: A comparison of developed real time monitoring system is done with GSM meters and analog meters.

Keywords: Electricity theft, power distribution, fault detection, GDP, profibus/profinet, MFM.

Graphical Abstract
[1]
Q. Sun, H. Li, and Z. Ma, "A comprehensive review of smart energy meters in intelligent energy networks", IEEE Internet Things J., vol. 3, no. 4, 2016.
[2]
P. Joker, N. Arianpoo, and V.C.M. Leung, "Electricity theft detection in AMI using customers’ consumption patterns", IEEE Trans. Smart Grid, vol. 7, no. 1, pp. 216-226, 2015.
[3]
M. Anas, N. Javaid, A. Mahmood, S.M. Raza, U. Qasim, and Z.A. Khan, "Minimizing electricity theft using smart meters in AMI", In: Proc. of the 2012 Seventh International Conference on 2P., Victoria, BC, Canada, 2012.
[http://dx.doi.org/10.1109/3PGCIC.2012.42]
[4]
S.I. Gerasopoulos, N.M. Manousakis, D.S. Fragkos-Constanidis, and P.E. Sinioros, "Energy theft problem in power systems: A-state-of-the-art", In: Proc. 11th Int. Conf. on Electric Fuses and their Applications (ICEFA 2019), 2019pp. 1-5
[5]
S.S.S. Reddy Depuru, and V. Devabhaktuni, "Electricity theft: overview, issues, prevention and smart meter based approach to control theft", Science Direct, vol. 39, no. 2, 2011.
[6]
D. Mashima, "Evaluating electricity theft detectors in smart grid networks", Proc. LNCS 7462, pp. 210-229, 2012.
[7]
W. Han, and Y. Xiao, "FNFD: a fast scheme to detect and verify non-technical loss fraud in smart grid", In: Proc. of the 2016 ACM Int. on Workshop on Traffic Measurements for Cybersecurity, IT 2016, 30 May 2016., New York, NY, USA., 2016.
[http://dx.doi.org/10.1145/2903185.2903188]
[8]
D. Alahakoon, and X. Yu, "Smart electricity meter data intelligence for future energy systems: a survey", IEEE Trans. Industr. Inform., vol. 12, no. 1, 2016.
[http://dx.doi.org/10.1109/TII.2015.2414355]
[9]
A.R. Adly, "A novel protection scheme for multi-terminal transmission lines based on wavelet transform", Electr. Power Syst. Res., vol. 183, p. 106286, 2020.
[http://dx.doi.org/10.1016/j.epsr.2020.106286]
[10]
W. Aslam, and M. Soban, "“Smart meters for industrial energy conservation and efficiency optimization in pakistan: scope, technology and applications”, Elesvier", Renew. Sustain. Energy Rev., vol. 44, pp. 933-943, 2015.
[http://dx.doi.org/10.1016/j.rser.2015.01.004]
[11]
N. Gupta, and D. Shukla, "Design of embedded based automated meter reading system for real time processing", Conference on Electrical, Electronics and Computer Science, 2016
[12]
S. McLaughlin, D. Podkuiko, and P. McDaniel, "Energy theft in the advanced metering infrastructure", International Conference on Critical Information Infrastructures Security, 2016
[13]
A.R. Adly, "Wavelet packet transform applied to a series-compensated line: A novel scheme for fault identification", Measurement, vol. 151, p. 107156, 2020.
[http://dx.doi.org/10.1016/j.measurement.2019.107156]
[14]
R. Berthier, W.H. Sanders, and H. Khurana, "Intrusion detection for advanced metering infrastructures: requirements and architectural directions", In: First IEEE International Conference on Smart Grid Communications, 2010
[http://dx.doi.org/10.1109/SMARTGRID.2010.5622068]
[15]
S. Li, Electricity theft detection in power grids with deep learning and random forests., Hindawi J. Electric. Comput. Eng., pp. 1-12, 2019.
[16]
A.R. Adly, "Enhancing the performance of directional relay using a positive-sequence superimposed component", Electr. Eng., pp. 1-19, 2019.
[17]
N. Mohammad, A. Barua, and M.A. Arafat, "A smart prepaid energy metering system to control electricity theft", In: International Conference on Power, Energy and Control (ICPEC), 2013
[http://dx.doi.org/10.1109/ICPEC.2013.6527721]
[18]
C. Efthymiou, and G. Kalogridis, "Smart grid privacy via anonymization of smart metering data", In: First IEEE International Conference on Smart Grid Communications, 2010
[http://dx.doi.org/10.1109/SMARTGRID.2010.5622050]
[19]
S. Weckx, C. Gonzalez, J. Tant, T. De Rybel, and J. Driesen, Parameter identification of unknown radial grids for theft detection.In: 2012 3rd IEEE PES Innovative Smart Grid Technologies Europe., (ISGT Europe), 2012.
[http://dx.doi.org/10.1109/ISGTEurope.2012.6465644]
[20]
S. Sahoo, D.N. Nikovski, T. Muso, and K. Tsuru, "Electricity theft detection using smart meter data"Proc. of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), IT 2015, 18-20 Feb, Washington, DC, USA., 2015.
[http://dx.doi.org/10.1109/ISGT.2015.7131776]
[21]
P. Glauner, A. Boechat, L. Dolberg, R. State, F. Bettinger, Y. Rangoni, and D. Duarte, "Large-scale detection of non-technical losses in imbalanced data sets", In: Proc. of the 2016 IEEE Conference on Innovative Smart Grid Technologies (ISGT 2016), Luxembourg, 2016.
[http://dx.doi.org/10.1109/ISGT.2016.7781159]
[22]
Megawatt Makes –A-Watt Energy Efficiency opportunities, Power Grid Corporation of India limited, 2014. Available at: https://www.powergridindia.com

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