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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4890
SMART ENERGY METER THEFT DETECTION USING IOT
S. KRISHNAVENI1, M. SAKTHIRAJA2, K. KRISHNARAJ3, V. SUDHAKAR
1S.KRISHNAVENI & ASSOCIATE PROFESSOR,PSR ENGINEERING COLLEGE SIVAKASI,TAMILNADU
2M.SAKTHIRAJA & STUDENT
3K.KRISHNARAJ&STUDENT
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract :- In olden days the power theft is the one of the most problem in industries as well as domestic peoples Power theft
detection and control system using internet of things present an efficient and less costly way to transfer the power consumed
by the consumer wirelessly electrical power dishonesty is a serious problem facedbyutilities.Thiswirelesstechnologyis used
to overcome the theft of the electricity. Which can done by the using excess amount of power beyond the limit of the meter.
This paper presents the development of cost effective of the electricity theft detection and preventionsystemusing internet of
things technology. The necessary data requirements for smart meter anddistribution substationaredefinedinordertounlock
the feature in distribution network and to the supply cut off from the customer. The unpaid the bill payment of the electricity.
When intelligent energy meter has the new innovation from this meter from the load control. When the consumerhastobedo
not paid the electricity bill at the time the power supply will cut down from the particular customer of the supply will shut
down from the following application. When application is send to the particular server the server will cut down from the
supply. The hardware results validate through the simulation result by implemented by Arduino.
Key Words: Energy meter, IOT, pulse detector, Arduino Uno, Relay, LCD display.
1. INTRODUCTION
Power utilities lose a large amounts of money each year due to fraud of the electricity consumers. Electricity fraud can be
defining as dishonest or illegal use of electricity equipment or service with theintentionavoidtobillingcharges.It isdifficultto
the distance between honest and fraudulent customers. Realistically electrical utilities will never the be able to the eliminate
the fraud. It is possible, however to take measures to detect, prevent and reduce the fraud. Technical losses of the electrical
energy are caused due to the functional tendency of the equipment used from the generatingstationtothedistributingstation.
Electricity theft is the one of the biggest problem damaging the power sector of Nigeria; it includes any activity done in order
for the consumers of electricity to use electrical power without proper consent of the utility so as not to pay for the energy.
In distribution companies are often discouraged from installing electricity devices (electricity meters) at the consumers
promises because when such devices areinstalledexpansionoftheir business.Forexampleifthegenerationcompanies expand
the business it means that more power will be generated and supplied tothe transmissioncompany.Attheendofthedaythere
will be an increase the amount of power available for the consumer to use the electricity theft to the Netherland is commonly
subject to an organized crime activity mostly connected with the cultivation of illegal drugs. The perpetrators are more
sophisticated, organized and better skilled in the deployment of different camouflaging techniques which take the detection
more complicated. The network losses are eliminated in thesettlementprocessbetweentheelectricitytradersandDNO.There
are three components of total grid losses in the Netherlands.
According to numeric cases electricity theft mostly starts withthe meteringdeviceasitis concealedinsidethemetering boxthe
amount of electricity measured by the energy meter is determined by the product of the voltage and current and the power
factor therefore the energy meter can be slowing down, stopped or even reverse changed the any one of the elements such as
voltage and current.
DRAWBACKS OF REGULAR ENERGY METER:
 Highly depends on energy meter reading.
 Human error cannot be avoiding normal meter reading.
 Always there is no cross checking of human readers.
 Possibility to change the reading when taking photos of energy meter by using software tools.
 The consumer is not receiving updates of his regular usage of energy.
 The consumer may not receive his energy bill as per regular interval of the due date.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4891
1. ARDUINO:
Arduino is the open source hardware and software company, project and user community that design and manufacturesingle
board microcontroller and microcontrollers. Arduino board uses various types of processor the board features of serial
communication interface including universal serial bus. The programming languages areC&C++.Theinitial Arduino coreteam
consisted of following completion of the wiring platform lighter and less expensive Arduino is the only allowable the digital
signal and clock signal and it should be processed the Arduino. It has following amount of pins are presented in the Arduino
board the two pins are supply pin and ground pin the supply pin is +5v pin and connected to the Arduino. The Arduino will
have processed the signal that should be monitored the clock signal.
1.2 ENERGY METER:
Energy meter is the one of the electrical device it should be recordedtheenergyusage anditshouldberecordedthe dailyusage
of energy for individual customers in olden days the energy meter should be a disk type the disk typeenergymeter shouldbe a
the power is usage and the disk should be rotated and the value of power usage of the energy meter should be monitored and
recorded in now a days the energy meter should be digital type in digital type energy meter shouldbeusageofpowerinmwor
kw it should be measured in a now a days energy meter in additional to that the energy meter should be a date and month and
year should be displayed in an energy meter. The energy meter should be a various ratings differentfromindustry andhomes.
2. Hardware Setup
The working method of the proposed system when the electricity energy meter there are two energy meter when used to the
comparison of paid customer and unpaid customer. Thiscomparisonisusedtotheproposed system. Whenthereistwoenergy
meter is used. When the two energy meter is connected on a relay when the relay is connected to an Arduino. Then the output
of the Arduino is digital signal the output of the Arduino is connected to the wife-module. Led display will also haveconnected
to the Arduino. Because any time the server will not be worked the Led display will also have displayed from the power theft
and bill payment. The pulse detector will have used to the how much amount of pulse when flowing to the circuit the pulse
should be detect the pulse detector.in mobile application from the Wi-Fi modules the sms will sent to the consumer mobile
when the power usage is increase beyond limit(above 100 units) the alert will have sent to the customers and then when the
consumer will unpaid the bill the supply will cut down from the server. If for example one consumerwill paythebill duringthe
time period, the supply will not be cut down otherwise the command will have sent to the server the supply will cut off from
the particular unpaid bill customer.
Hard ware setup
3. CONCLUSION
The power quality, power theft and unpaid bill are most prominent issue in the power systemfora powerquality.Inthispaper
is proposed an intelligent energy meter is through the customer it is difficult control of an electrical energy in olden days the
power utility bill paid from the particular time but now the electrical charges should be a do not paid from the particular time
so in this project should be avoid the unpaid bills, and reduced the over voltages. when the over voltages is the importantfora
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4892
power utility when the power quality to increase in this category will be used in efficient and comfortableonesothis projectis
new innovation and used to the society when used properly.
REFERENCES
1) “Electricity theft surge in BAD times,” march 16,2009 USA Today,via Factiva@2009 USA Today.
2) P.m. Daniel AND M.Sc. Laughlin,” Security and privacy challenges in the smart grid,” IEEE security and Privacy,vole 7,
no 3, pp. 75-77, may2009. [Online]. Available:http://dx.doi.org/10.1109/msp.2009.76.
3) S. Laughing. B. Hilbert, A.Fatwas, R. Berthierand s. sinus “a multi sensor energy theft detection frame work for
advanced metering infrastructure,” IEEE journal on selected areas in communication, vol.31, no.7, pp.1319 1330July
2013.
4) R. Jiang, H. Tamaris,A.Lakhs, and M. Jeffrey, 2002, Wavelet based feature extraction and multiple classifiers for
Electricity fraud detection, in Proc.IEEE/Power Eng. Soc. TransmissionandDistributionConf.Exhibit.Asia Pacific,vol.
3, pp. 2251–2256.
5) Hossein Hosseini, and BehrouzTosi, "Mitigating SSR in Hybrid Conference on Electrical Power DistributionNetworks
(EPDC), Tehran,Iran, May 2012.
6) R. Jiang, H. Tamaris,A.Lakhs, and M. Jeffrey, 2002, Wavelet based feature extraction and multiple classifiers for
Electricityfraud detection, in Proc. IEEE/Power Eng. Soc. TransmissionandDistributionConf.Exhibit.Asia Pacific,vol.
3, pp. 2251–2256
7) Chun- Hai Lo and Kirwan Ansari, 2013, CONSUMER: A novel hybrid intrusion detection system for distribution
networks in Smart Grid, IEEE Transactions on Emerging Topics in Computing Volume: 1, Issue: 1, Electronic
ISSN: 2168-6750.
8) R. L. Sellick and C. T. Gaunt, 1998, Load Data Preparation for Losses estimation, in Proc.7th Southern African
Universities Power Engineering Conf., Stellenbosch, South Africa, vol. 7, pp. 117–120.
9) L. Deepak, B. Diva, P. Jeevitha, P. Ram Kumar, T. Boolean, 2016, IOT Based Prepaid Electricity, International
Journal of Scientific Research in Science, Engineering and Technology (IJSRSET) Volume 2, Issue 2, ISSN: 2395-
1990.
10) S. Singh, R. Bose, and A. Joshi, “Entropy based electricity theft detection in aim network,” IET Cyber-Physical
Systems: Theory & Applications, August 2017. [Online]. Available: http: //digital-
library.theiet.org/content/journals/10.1049/iet-cps.2017.0063.
11) B.Kho and Y. Cheng, “Using red for anti-theft in a Chinese electrical supply company: A cost-benefit analysis,” in
Wireless Telecommunications Symposium (WTS), 2011, April 2011, pp. 1–6.

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IRJET- Smart Energy Meter Theft Detection using IoT

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4890 SMART ENERGY METER THEFT DETECTION USING IOT S. KRISHNAVENI1, M. SAKTHIRAJA2, K. KRISHNARAJ3, V. SUDHAKAR 1S.KRISHNAVENI & ASSOCIATE PROFESSOR,PSR ENGINEERING COLLEGE SIVAKASI,TAMILNADU 2M.SAKTHIRAJA & STUDENT 3K.KRISHNARAJ&STUDENT ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract :- In olden days the power theft is the one of the most problem in industries as well as domestic peoples Power theft detection and control system using internet of things present an efficient and less costly way to transfer the power consumed by the consumer wirelessly electrical power dishonesty is a serious problem facedbyutilities.Thiswirelesstechnologyis used to overcome the theft of the electricity. Which can done by the using excess amount of power beyond the limit of the meter. This paper presents the development of cost effective of the electricity theft detection and preventionsystemusing internet of things technology. The necessary data requirements for smart meter anddistribution substationaredefinedinordertounlock the feature in distribution network and to the supply cut off from the customer. The unpaid the bill payment of the electricity. When intelligent energy meter has the new innovation from this meter from the load control. When the consumerhastobedo not paid the electricity bill at the time the power supply will cut down from the particular customer of the supply will shut down from the following application. When application is send to the particular server the server will cut down from the supply. The hardware results validate through the simulation result by implemented by Arduino. Key Words: Energy meter, IOT, pulse detector, Arduino Uno, Relay, LCD display. 1. INTRODUCTION Power utilities lose a large amounts of money each year due to fraud of the electricity consumers. Electricity fraud can be defining as dishonest or illegal use of electricity equipment or service with theintentionavoidtobillingcharges.It isdifficultto the distance between honest and fraudulent customers. Realistically electrical utilities will never the be able to the eliminate the fraud. It is possible, however to take measures to detect, prevent and reduce the fraud. Technical losses of the electrical energy are caused due to the functional tendency of the equipment used from the generatingstationtothedistributingstation. Electricity theft is the one of the biggest problem damaging the power sector of Nigeria; it includes any activity done in order for the consumers of electricity to use electrical power without proper consent of the utility so as not to pay for the energy. In distribution companies are often discouraged from installing electricity devices (electricity meters) at the consumers promises because when such devices areinstalledexpansionoftheir business.Forexampleifthegenerationcompanies expand the business it means that more power will be generated and supplied tothe transmissioncompany.Attheendofthedaythere will be an increase the amount of power available for the consumer to use the electricity theft to the Netherland is commonly subject to an organized crime activity mostly connected with the cultivation of illegal drugs. The perpetrators are more sophisticated, organized and better skilled in the deployment of different camouflaging techniques which take the detection more complicated. The network losses are eliminated in thesettlementprocessbetweentheelectricitytradersandDNO.There are three components of total grid losses in the Netherlands. According to numeric cases electricity theft mostly starts withthe meteringdeviceasitis concealedinsidethemetering boxthe amount of electricity measured by the energy meter is determined by the product of the voltage and current and the power factor therefore the energy meter can be slowing down, stopped or even reverse changed the any one of the elements such as voltage and current. DRAWBACKS OF REGULAR ENERGY METER:  Highly depends on energy meter reading.  Human error cannot be avoiding normal meter reading.  Always there is no cross checking of human readers.  Possibility to change the reading when taking photos of energy meter by using software tools.  The consumer is not receiving updates of his regular usage of energy.  The consumer may not receive his energy bill as per regular interval of the due date.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4891 1. ARDUINO: Arduino is the open source hardware and software company, project and user community that design and manufacturesingle board microcontroller and microcontrollers. Arduino board uses various types of processor the board features of serial communication interface including universal serial bus. The programming languages areC&C++.Theinitial Arduino coreteam consisted of following completion of the wiring platform lighter and less expensive Arduino is the only allowable the digital signal and clock signal and it should be processed the Arduino. It has following amount of pins are presented in the Arduino board the two pins are supply pin and ground pin the supply pin is +5v pin and connected to the Arduino. The Arduino will have processed the signal that should be monitored the clock signal. 1.2 ENERGY METER: Energy meter is the one of the electrical device it should be recordedtheenergyusage anditshouldberecordedthe dailyusage of energy for individual customers in olden days the energy meter should be a disk type the disk typeenergymeter shouldbe a the power is usage and the disk should be rotated and the value of power usage of the energy meter should be monitored and recorded in now a days the energy meter should be digital type in digital type energy meter shouldbeusageofpowerinmwor kw it should be measured in a now a days energy meter in additional to that the energy meter should be a date and month and year should be displayed in an energy meter. The energy meter should be a various ratings differentfromindustry andhomes. 2. Hardware Setup The working method of the proposed system when the electricity energy meter there are two energy meter when used to the comparison of paid customer and unpaid customer. Thiscomparisonisusedtotheproposed system. Whenthereistwoenergy meter is used. When the two energy meter is connected on a relay when the relay is connected to an Arduino. Then the output of the Arduino is digital signal the output of the Arduino is connected to the wife-module. Led display will also haveconnected to the Arduino. Because any time the server will not be worked the Led display will also have displayed from the power theft and bill payment. The pulse detector will have used to the how much amount of pulse when flowing to the circuit the pulse should be detect the pulse detector.in mobile application from the Wi-Fi modules the sms will sent to the consumer mobile when the power usage is increase beyond limit(above 100 units) the alert will have sent to the customers and then when the consumer will unpaid the bill the supply will cut down from the server. If for example one consumerwill paythebill duringthe time period, the supply will not be cut down otherwise the command will have sent to the server the supply will cut off from the particular unpaid bill customer. Hard ware setup 3. CONCLUSION The power quality, power theft and unpaid bill are most prominent issue in the power systemfora powerquality.Inthispaper is proposed an intelligent energy meter is through the customer it is difficult control of an electrical energy in olden days the power utility bill paid from the particular time but now the electrical charges should be a do not paid from the particular time so in this project should be avoid the unpaid bills, and reduced the over voltages. when the over voltages is the importantfora
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 4892 power utility when the power quality to increase in this category will be used in efficient and comfortableonesothis projectis new innovation and used to the society when used properly. REFERENCES 1) “Electricity theft surge in BAD times,” march 16,2009 USA Today,via Factiva@2009 USA Today. 2) P.m. Daniel AND M.Sc. Laughlin,” Security and privacy challenges in the smart grid,” IEEE security and Privacy,vole 7, no 3, pp. 75-77, may2009. [Online]. Available:http://dx.doi.org/10.1109/msp.2009.76. 3) S. Laughing. B. Hilbert, A.Fatwas, R. Berthierand s. sinus “a multi sensor energy theft detection frame work for advanced metering infrastructure,” IEEE journal on selected areas in communication, vol.31, no.7, pp.1319 1330July 2013. 4) R. Jiang, H. Tamaris,A.Lakhs, and M. Jeffrey, 2002, Wavelet based feature extraction and multiple classifiers for Electricity fraud detection, in Proc.IEEE/Power Eng. Soc. TransmissionandDistributionConf.Exhibit.Asia Pacific,vol. 3, pp. 2251–2256. 5) Hossein Hosseini, and BehrouzTosi, "Mitigating SSR in Hybrid Conference on Electrical Power DistributionNetworks (EPDC), Tehran,Iran, May 2012. 6) R. Jiang, H. Tamaris,A.Lakhs, and M. Jeffrey, 2002, Wavelet based feature extraction and multiple classifiers for Electricityfraud detection, in Proc. IEEE/Power Eng. Soc. TransmissionandDistributionConf.Exhibit.Asia Pacific,vol. 3, pp. 2251–2256 7) Chun- Hai Lo and Kirwan Ansari, 2013, CONSUMER: A novel hybrid intrusion detection system for distribution networks in Smart Grid, IEEE Transactions on Emerging Topics in Computing Volume: 1, Issue: 1, Electronic ISSN: 2168-6750. 8) R. L. Sellick and C. T. Gaunt, 1998, Load Data Preparation for Losses estimation, in Proc.7th Southern African Universities Power Engineering Conf., Stellenbosch, South Africa, vol. 7, pp. 117–120. 9) L. Deepak, B. Diva, P. Jeevitha, P. Ram Kumar, T. Boolean, 2016, IOT Based Prepaid Electricity, International Journal of Scientific Research in Science, Engineering and Technology (IJSRSET) Volume 2, Issue 2, ISSN: 2395- 1990. 10) S. Singh, R. Bose, and A. Joshi, “Entropy based electricity theft detection in aim network,” IET Cyber-Physical Systems: Theory & Applications, August 2017. [Online]. Available: http: //digital- library.theiet.org/content/journals/10.1049/iet-cps.2017.0063. 11) B.Kho and Y. Cheng, “Using red for anti-theft in a Chinese electrical supply company: A cost-benefit analysis,” in Wireless Telecommunications Symposium (WTS), 2011, April 2011, pp. 1–6.