IoT Based Smart Energy Meter for Smart Grid Applications
2019, International Journal of Advanced Science and Engineering
https://doi.org/10.29294/IJASE.5.3.2019.975-981…
6 pages
1 file
Sign up for access to the world's latest research
Abstract
The present competitive world is witnessing tremendous change in technology and its applications to the needs of mankind. The booming wireless technology IoT (Internet of Things) has captured the greater share of such. The present work explores the application of such technology in developing an energy meter and that unit transmits the used energy units to the control center using IoT. This wireless energy metering and E billing for the domestic user overcome the manual reading of energy from the consumer meter and undue delays in billing as well as associated erroneous readings etc. The proposed unit consists of a Arduino controller with associated hardware and display unit to indicate the consumed energy in the users meter as well as interactive messages to the user regarding Tariff, usage pattern, conservation opportunities and probable load shedding etc. The user can set the required probable maximum limit of usage of energy unit and an alert message is received as the usage is reached or just after crossing. An encouraging message is sent to the user on saving specific block of energy leading to the conservation. The meter relay turns off the power on special condition like door lock (Non usage of power) and avoid un intended billing and possible theft. An interactive message is sent to the consumer regarding the same as when such abnormalities are detected. The IoT WiFi module transmits the usage information for the E billing process and avoids actual paper work and delayed payment etc. The meter tampering is also monitored in the proposed work. The system from the billing center send the message to the user mobile with bill amount and encourage online payments through E-Seva centers, Net-banking and even through mobile phones. This kind of interfaces is really needed for the smart grids. It will help to monitor centrally and proper load management can be done controlling the user's consumption.
Related papers
Recent Trends in Data Science and its Applications
Each household, industry, or other setting that relies on energy must consider this. It is crucial to manage energy well and conserve it when using appliances. To do this, much research has been done to create smart lighting systems for rooms to save energy. In a separate study, researchers created an Internet of Things (IoT)-based Smart Home system to track energy use and ward off anomalies. Researchers have not attempted to automate appliance control to save energy in any studies. Most of them focus on using android devices to operate the appliances. As a result, we have created an IOT-based Smart Energy Meter system that uses information about light intensity and humidity to remotely operate appliances like Bulb at first. Moreover, the system consistently calculates the appliances' daily energy consumption, giving the user insight of how much energy is utilized over time. Moreover, a bill will be created, and the payment window for bills will be available. The Cloud server is updated with this information. Every family may conserve energy with this prototype method. Thus, cutting-edge technology like smart energy metres and AI-powered power management have the potential to completely change how we use and manage energy. Smart energy metres allow for real-time tracking and monitoring of energy use, giving consumers precise and in-depth data about their energy usage. Using machine learning algorithms to forecast energy usage trends and improve energy use, power management with AI goes one step further. To gather information from energy meters and send it to a cloud-based server for analysis and invoicing, the system employs Raspberry Pi as its central hub. The device removes the need for human meter readings and provides precise, real-time data to utility providers as well as their consumers. From personal residences to industrial facilities, this technology may be used to minimize waste and boost productivity in a variety of scenarios. People may significantly reduce their energy costs and help create a more sustainable future by implementing AIpowered power management solutions. Overall, smart energy metres and AI-powered power management have the potential to revolutionized how we use energy and contribute to the creation of a society that is cleaner, greener, and more sustainable.
International Journal of Sustainable Construction Engineering and Technology, 2023
This study constructed a Smart Energy Meter where energy consumption can be viewed by the consumers based on rreal time using data from smart meters. Its goals are to increase productivity, make readings more precise, and take less time to determine an individual residence's energy consumption. The device is made up of the PZEM-016 AC Energy Meter, RS-485 UART Serial Converter, NodeMCU ESP8266, Blynk IoT Application, Arduino Uno R3, and LCD Arduino Keypad Module Shield Board. The PZEM-016 is used in this smart energy meter to measure voltage, current, power, frequency, power factor, and energy consumption. Because it lacks its own display, an RS-485 was utilized to communicate with the NodeMCU and Arduino Uno. The NodeMCU sends the parameters to Blynk IoT App as long as it is connected to a fixed mobile WiFi. The Blynk will then display a real-time measurement of the parameters. The Arduino Uno is programmed to display the parameters to the LCD Keypad Module. The device was tested in an actual household. The researchers conducted 48-hour observation on the household where the energy displayed in the Blynk IoT App and the LCD display matches at approximately 9 kWh which is the same as the actual energy meter of the house that is 9kWh. The device is also tested on different appliances which resulted in the same energy consumption in both the Blynk IoT App and LCD display with the ratings of the appliances. The device was found functional.
International Journal of Electrical and Computer Engineering (IJECE), 2019
The worldwide energy demand is increasing and hence necessity measures need to be taken to reduce the energy wastage with proper metering infrastructure in the buildings. A Smart meter can be used to monitor electricity consumption of customers in the smart grid technology. For allocating the available resources proper energy demand management is required. During the past years, various methods are being utilized for energy demand management to precisely calculate the requirements of energy that is yet to come. A large system presents a potential esteem to execute energy conservation as well as additional services linked to energy services, extended as a competent with end user is executed. The supervising system at the utilities determines the interface of devices with significant advantages, while the communication with the household is frequently proposing particular structures for appropriate buyer-oriented implementation of a smart meter network. Also, this paper concentrates on the estimation of vitality utilization. In this paper energy is measured in units and also product arrangement is given to create bill for energy consumption and implementing in LabVIEW software. An IOT based platform is created for remote monitoring of the metering infrastructure in the real time. The data visualization is also carried out in webpage and the data packet loss is investigated in the remote monitoring of the parameters.
2020
Electricity plays a major role in day to day life. The most important objective of this paper is to show energy consumption and proper use of devices for energy savings. The idea of this system is to maintain an efficient use of the consumption ofenergy. The objective of this paper is to create awareness about energy consumption and proper use of home appliances for energy savings.The proposed system provides a technical twist to the normal energy meters using IOT and GSM technology. This system measures the power used very accurately sends the usage data to the consumer. Smart meters are advanced sophisticated meters that collect the energy utilization data more accurate than the traditional electric meters and communicate the information back to utility providers for monitoring, controlling and billing purpose.
This paper is described to measure energy consumption in the house and generate its bill automatically using telemetric communication. This can help in reducing energy consumption in house as the owner is continuously being notified about the number of units that are consumed. It objective is to generate bill automatically by checking the electricity unit's consumption in a house and in a way to reduce the manual labor. The calculations are performed automatically and the bill is updated on the internet by using a network of Internet of Things. The bill amount can be checked by the owner anywhere globally.
The demand for power has increased exponentially over the last century. One avenue through which today's energy problems can be addressed is through the reduction of energy usage in households. This has increased the emphasis on the need for accurate and economic methods of power measurement. The main objective of the project is to develop smart energy meter is not only measure the consumer's power consumption in KWH but also to enable and support real consumption in rupees according to consumer tariff, so meter reader doesn't need to visit each customer for the consumed data collection and to distribute the SMS. Here a new method of post paid electronic energy metering is introduced in this paper which will automatic ally sense the used energy, records these reading continuously, then sends it to the billing point through the existing GSM network. The energy consumption is calculated using measurement voltage and current with help of current sensor (IN4148), measure voltage and current respectively. Power product of voltage and current, its unit watt or KW and energy is product of power (watt) and time (Hour).so, we use mentioned standard formula and using Arduino Microcontroller Programming, we are calculating total energy consumption of consumer load. Microcontroller has an interface in size of 16*2 LCD, it shows important data dimensions such as voltage, current, active and power and energy consumption it also shows power qualities.
2019
This paper presents a smart energy meter for automatic metering and billing system. The integration of a mircocontroller and GSM short message service (SMS) provides the meter reading system with automatic functions that are predefined. The GSM module requires a SIM (Subscriber Identity Module) card just like mobile phones to activate communication with the network. Direct current (DC) components are used to control alternating current (AC) loads. To isolate these components from each other, relays with a network of resistors and diodes are used. Users can recharge and control loads remotely. Utility companies also have remote access to the system such as fault diagnosis and communicating with clients. The proposed energy meter system (EMS) transmits data like consumed energy in kWh and generates a bill over a GSM mobile network. Other advantages include that the system provides domestic power consumption accurately, safely and with a relatively fast update rate. Keywords—SMART ener...
Applied Computing Journal, 2021
The noticeable increase in electricity bill cost is one of the most significant factors that negatively affect the lifestyle of society and economics of all countries in the world. This is due to the depletion of unnecessary energy, which leads to financial losses for customers. Moreover, the high price of electricity due to excessive consumption may cause a big problem between the consumer and the electricity distribution companies. The absence of an energy consumption monitoring system exacerbates this problem. Therefore, it became necessary to develop a strategy to monitor energy consumption that can calculate daily consumption and display it to customers to know their energy consumption without facing any difficulties. This paper aims to design and implement an energy meter system for optimized cost using internet of things (IoT) technology. This is to alert customers to take preventive measures that help limit the rise in electricity bills. This system is simulated through the TINKERCAD program; it did through the Arduino Integrated Development Environment (IDE) as for the system programming. Moreover, the system implementation and testing have been completed, and the required results have been analyzed and successfully reached. The system has performed well and is acceptable. Also, it can be classified as efficient, simple, and easy to use.
International Journal for Research in Applied Science and Engineering Technology
Energy conservation is the effort made to reduce the consumption of energy by using less of an energy service. This can be achieved either by using energy more efficiently or by reducing the amount of service used. Energy conservation is a part of the concept of Eco-sufficiency. Energy consumption monitoring at domestic or industrial locations is required to understand the trends over a period of time. The data acquired during monitoring is useful for taking necessary steps to save the energy. In this project we have developed a Smart Energy Meter system using GSM technology which also has a additional component added which is capacitor which can send you updates about the energy consumption at a particular interval of time and the capacitor is added as the output of the energy meter so as to lower the Electricity Bill. You will be using an Arduino development board as a processing unit.As part of this course you will learn about GSM technology, electrical loads and their measurement, Arduino development boards, Arduino environment and will implement Arduino programming for building your Smart Energy Meter system.This smart energy meter can send the amount energy consumed in a fixed period of time as a sms at regular intervals to the mobile phone. This data can be then be plotted as a graph to understand the energy consumption over a period of time.
IoT Based Smart Energy Meter for Smart Grid Applications
Mallikarjun.G.Hudedmani 1∗, Swati Kadapatti 2, Sneha Ghatole 3 Shamlee Rashinkar 4, Varsha Yadave 5
Department of Electrical and Electronics Engineering, KLE Institute of Technology, Opposite to Airport, Gokul, Hubballi, Karnataka, India
Abstract
The present competitive world is witnessing tremendous change in technology and its applications to the needs of mankind. The booming wireless technology IoT ( Internet of Things) has captured the greater share of such. The present work explores the application of such technology in developing an energy meter and that unit transmits the used energy units to the control center using IoT. This wireless energy metering and E billing for the domestic user overcome the manual reading of energy from the consumer meter and undue delays in billing as well as associated erroneous readings etc. The proposed unit consists of a Arduino controller with associated hardware and display unit to indicate the consumed energy in the users meter as well as interactive messages to the user regarding Tariff, usage pattern, conservation opportunities and probable load shedding etc. The user can set the required probable maximum limit of usage of energy unit and an alert message is received as the usage is reached or just after crossing. An encouraging message is sent to the user on saving specific block of energy leading to the conservation. The meter relay turns off the power on special condition like door lock (Non usage of power) and avoid un intended billing and possible theft. An interactive message is sent to the consumer regarding the same as when such abnormalities are detected. The IoT WiFi module transmits the usage information for the E billing process and avoids actual paper work and delayed payment etc. The meter tampering is also monitored in the proposed work. The system from the billing center send the message to the user mobile with bill amount and encourage online payments through E-Seva centers, Net-banking and even through mobile phones. This kind of interfaces is really needed for the smart grids. It will help to monitor centrally and proper load management can be done controlling the user’s consumption.
KEYWORDS: Smart Energy meter, Wireless metering, Energy Billing
https://doi.org/10.29294/IJASE.5.3.2019.982-987
© 2019 Mahendrapublications.com, All rights reserved
1. INTRODUCTION
The Electricity Board have got used to the manual process and they go along with it even though there are many concerns coupled with it. Because of the human errors after getting faulty bill, it becomes the problem of user to get it clarified and corrected from the energy supply board. In that case customer has to find the office, stand in a queue and get it corrected. The problem is just because of human intervention even though lot of improvement is practiced in such corporations to minimize errors and hassles. Further to avoid human intervention in the billing process, in this new production, an automatic meter reading system came into use. The present work takes the opportunity to develop a low cost IoT based Smart energy meter for electrical billing and Interactive messaging from electric control room for the consumers. In the existing energy metering method the electricity energy billing duration is either end of one month or end of two months. During the month electricity consumer will not come to know how much energy is consumed. The major drawback of this method is user cannot manage the power consumption. Another disadvantage of this system is tempering of energy meter cannot be traced easily and such practices are happening and increasing rapidly which is one of the major cause of
power crises even though many strict vigilance teams haunting such cases.
On the other way the Smart Electricity Energy Metering method tries to eliminate the drawbacks and limitations of existing electricity energy metering. In this method there is a provision for the consumer that they can see their power consumption time to time so that they have an opportunity to manage the power consumption as they desire. This method is not only providing the facility to the consumer but also it is more helpful to supplier. If the consumer fails to pay their electricity billed amount within the stipulated time period mentioned, the supplier can disconnect the power automatically from the distant end. These systems eliminate the physical disconnection procedure at consumer site so it will be helpful to avoid conflict between consumer and supplier at the time of disconnection and man handling situations etc. This system can also provide the facility of the reconnection of the power from the distant end. The current work also provides the information about the tampering and power theft. Such information will be very useful to control the practices of power theft and reduce the power crises. Monitoring and keeping track of consumer electricity usage is not an easy job as reader needs to go to meter reading room and take down readings. Well it is important to know if you are charged accordingly so the need is quite
*Corresponding Author: mallikarjunh@yahoo.com
Received: 14.12.2018
Accepted: 25.02.2019
Published on: 27.02.2019 ↩︎
certain. Present work and its automation related to the metering system allow the users to monitor energy meter readings over the internet. Our proposed system uses energy meter with Arduino microcontroller to monitor energy usage using a meter. The system not only monitor units consumed it will transmit the units as well as cost charged using the internet. The system allows user to check the energy usage and bill using a simple web application resulting effective monitoring etc.
In current billing system the distribution companies are unable to keep track of the changing maximum demand of consumers. The remedy for all the problems that the consumer is facing can be solved by keeping track of the consumers load on timely basis, accurate billing, track maximum demand and set flexible threshold value. The proposed system enables the electricity authorities to read the meter readings wirelessly without a person visiting each house. This can be achieved by the use of Arduino unit that continuously monitor and records the energy meter reading in its permanent (non-volatile) memory location. This system also can be used to disconnect the power supply of the house when needed. Electricity and gas are more valuable commodities than water and also they have to be compelled to supply actual readings rather than calculable readings. AMR (Automatic meter reading) systems are those which use a technique of communication to take the reading of meters and different appropriate knowledge from serviceable meters without going to the residences to check the meters. This technology has catapulted meter knowledge to center stage of the utility business set up.
The present electric power system operation and control is finding rapid changes to reduce the aggregate technical and commercial losses and to maximize the benefits to the both the consumer and the supplier. In this direction the proposed mechanism helps to automate the energy consumption and billing mechanism to support smart grid approach. From the various articles and publications the evolution of electrical energy metering and billing was studied. The developments are presented in the following paragraph. Electro-mechanical meters with motorized nature of the segments utilized in many regions ruin due to long usage. Digital energy meters with precision, accuracy with LCD display replaced the conventional over the time. Evolution in this pathway includes AMR using digital energy meters, AMR using Bluetooth, GSM, GPRS, ZigBee, PLC, RFID and so on [1-4]. PLC system makes use of existing power lines to convey information from energy meter to the data server but has some issues related to solidity and consistency as the carrier wave is affected by the noise. Also these systems have critical setback like, transmission distance, transmission cost, maintenance and security.
The present system only provides feedback to the customer at the end of the month that how much energy is consumed in the form of bill. The consumer does not find the chance to view and track the energy usage. The consumers are growing exponentially fast and load on power providing divisions is rapidly rising. In the existing system meter tampering can be done easily and it’s one of the major drawbacks for an energy crisis [5-8]. A low cost
real-time ARM-based energy management system was proposed in the literature. It is conceived as part of a distributed system that measures the main power system quantities and gives the possibility to manage the whole power plant. An integrated Web Server allows collecting the statistics of power consumptions, power quality and is able to interface devices for load displacement. The device is characterized by easy access to the information and the combination of a smart meter and data communication capability allow local and remote access [9]. The ever growing demand of energy, the capacity limitations of energy management, one-way communication, the need of an interoperability of the different standards, the security of the communication and the greenhouse gas emissions, leads to emerge a new infrastructure grid: Smart Grid. Smart Meters are one of the proposed solutions for the Smart Grid.
The aim of this work is to realize a real time pricing thanks to the proposed communication infrastructure. This solution is with great interest in economical and low carbon society point of view [10-11]. The technological revolutions to replace the existing technology of electromechanical meters especially in China and India by electronic energy measurement and is continuously upgrading. A wireless digital energy meter would definitely offer greater convenience to the meter reading task. Bluetooth technology is chosen as a possible wireless solution to this issue. In this paper, the design and implementation issues of a Bluetooth-enabled energy meter is discussed and presented. The energy reader can collect the energy consumption wirelessly based on Bluetooth. Microcontroller based design and implementation of energy meter using IoT concept eliminates the human involvement in Electricity maintenance. The consumer needs to pay the dues for the usage of electricity on schedule, in case that he couldn’t pay, the electricity authority can turn off the meter autonomously from the distant server. The consumer can view the energy consumption from a web page such systems will help in central monitoring and control of energy consumption and billing for the class of users and easy modifications in billing structure for the smart grid approach [12].
2. EXPERIMENTAL EXTRACTS OF THE WORK
Nowadays, smart metering and energy management installations are becoming very essential in building automations related to electrical energy systems. Field level integration in these kinds of installations could provide new features in buildings energy monitoring and improve control quality. The current technological opportunities in communication field like, IoT based applications becoming more popular and provide effective solutions for many real time problems. In the current model, real-time monitoring system for the energy meter is proposed. The presented system provides ubiquitous and continuous access to energy consumption to the consumer by exploiting the advancement of loT technology. The proposed system is cost effective as it requires a simple upgrade on the existing meters than complete replacement. In recent years IoT is the booming
technology and recently IoT based smart meters are on demand and need of the hour. The block diagram of the proposed work is shown in the Fig 1. From the analog electronic /semi digital energy meters CAL indication signal is taken and interfaced to a microcontroller through an Opto coupler. The blinking LED flashes 3200 times for every 1 unit of measure of electrical energy. The opto coupler gives the pulse to the micro controller each time the meter LED flashes. The microcontroller utilizes these pulses to compute consumed energy and send it to the cloud using WiFi module ESP 8266. This Wi-Fi module
provides internet facility for the Arduino Uno microcontroller. ESP 8266 transmits the data serially to the Thing Speak web page for user display which can be viewed from anywhere in the world in multi level graphical format. The Arduino micro controller use 5V, DC supply and is programmed using Arduino IDE which is integrated with the Wi-Fi module. The consumed energy reading is displayed on consumer portal developed using Thing Speak website along with cost to be paid for the consumption.
Figure 1 Block Diagram of IoT based Smart Energy Meter for Smart Grid
2.1 Methodology and Working of the system
The number of units of electrical energy consumed by the consumer is read from energy meter using Opto coupler IC (MCT2E) and the units consumed are displayed on meter LCD. The amount to be paid by the consumer to the electrical board using current tariff rate is computed and which is configured in the controller beforehand. The message is sent to the consumer via loT about payment of electric bill for the month. If the deadline of the payment is about to lapse then a message is sent to alert and buzzer in the instrument is turned on for the specific duration. Relay is used on the input side of the energy meter to cut the supply to the consumer incase of nonpayment of bill within stipulated time. The planned door lock feature enable the user to turn off the meter relay during out of station or whenever premises is not requiring any power supply. This is very useful to avoid theft of electricity by someone during door lock. The remote command from the user unit can do it or on receipt of unexpected usage of power by any one by theft mode. Fig 2 to 5 show the practical implementation of the concept. To detect the occurrence of power theft, current and voltage sensors are used at the input and output port of the energy meter and a comparator is used to compare the power in both the ports. If the comparison turns out in equal measurement of power then it indicates a power theft and hence a relay should be tripped and intimation should be sent to the electric board (cloud) for further necessary actions.
3. RESULTS AND DISCUSSION
The model is making use of standard energy meter for the reference to verify the lamp energy consumption. It is producing 3200 pulses per KWh consumption. For the purpose of implementation of IoT based energy meter we have calibrated the gain factor such that to observe 1 unit consumption in faster rate for the demo purpose before using lamp loads, the lamps were tested with the standard energy meter zig and results of that test are shown in Table 1 and 2. Table 2 gives the record for different load levels in comparison with standard meter. The time taken for the reading of 1 unit consumption for the lamp load of 60 W is read from the standard meter as 1000 min but from the developed energy meter it is 992 min an error of 0.8%lag is observed from this trial. Table 1 provides the comparative study of time taken for 1 unit of energy for different lamp loads using standard energy meter and implemented IoT based energy meter. For the ease of observation from the experimental setup to reduce observatory time for the comfort, a multiplying factor of 320 is used in the program with which 1 unit of consumption for a lamp of 60 W is reduced 3 min 7 sec . After the multiplication of constant it works to 997.33 min . Therefore in a short time it is experimented. Similarly other lamp load combinations are recorded in Table 2 with error details and the readings are self explanatory. This provides the comparative study of readings of IoT based energy meter for different lamp load combinations with standard meter.
Figure 2 Overall Interconnection diagram
Figure 4 LCD -Arduino interface
Figure 5 WiFi module interface to the Ardunino
Figure 3 Hardware view of the Energy meter
Figure 5 WiFi module interface to the Ardunino
Figure 6 Different outputs viewed from screen and web port
Table 1 Comparison of IoT based smart energy meter with the standard energy meter
Sl. no |
Wattage of bulbs (watts) |
Time taken by Standard Energy Meter for 1unit consumption |
Time taken by Implemented Energy Meter for 1unit consumption |
Percentage Error |
---|---|---|---|---|
1 | 60 | 1000 min or 16.67 hr | 992 min or 16.53 hr | −0.8% |
2 | 100 | 600 min or 10 hr | 595 min or 9.41 hr | −0.8% |
3 | 200 | 300 min or 5 hr | 298 min or 4.96 hr | −0.6% |
Table 2 Record of energy consumption for different loads
200 Watt Bulb | 100 Watt Bulb |
60 Watt Bulb |
Total Load (watts) |
Time taken for 1 unit consumption | Time taken *multiplier factor | Expected time as per std meter | Percentage Error |
---|---|---|---|---|---|---|---|
OFF | OFF | ON | 60 | 3 min 7 sec | 997.33 min | 1000 min | −0.26% |
OFF | ON | OFF | 100 | 1 min 52 sec | 597.33 min | 600 min | −0.45% |
ON | OFF | OFF | 200 | 56 sec | 298.66 min | 300 min | −0.44% |
OFF | ON | ON | 160 | 1 min 10 sec | 373.33 min | 375 min | −0.44% |
ON | OFF | ON | 260 | 43 sec | 229.33 min | 230.77 min | −0.63% |
ON | ON | OFF | 300 | 37.75 sec | 201.33 min | 200 min | −0.66% |
ON | ON | ON | 360 | 31.06 sec | 165.66 min | 166.67 min | −0.61% |
A view of bill amount for the consumed energy is displayed and captured in Fig 6. A wave form of energy consumption over the observatory time is plotted and is displayed on mobile of the consumer and in the web portal for the ease of by the consumer. List of such continuous messages sent from the meter are also recorded and displayed. The units consumed and time details are recorded. The meter found good in its working.
4. CONCLUSION
Energy Monitoring using IoT is an low cost innovative application of internet of things developed to control appliances remotely over the cloud from anywhere in the world for the smart grid applications. The development in technology about electrical distribution system is a nonstop process. In the present work, wireless meter reading system is calculated to endlessly monitor the meter reading and cost. It avoids the human intervention and probable errors, billing mistake and reduces man power. The advantages of this project are it reduces the manpower and cost. It also displays the consumed units on LCD as well as energy control center website. The IoT Based Smart Energy Meter is implemented using Arduino controller and used to display the energy consumption of the household and make the energy unit reading to be handy and wireless. Hence it reduces the wastage of energy and brings awareness among all. The door lock feature avoids the misuse of power by theft or by someone and turn off of the relay to ensure the safety or conservation remotely found working satisfactorily.
REFERENCES
[1]. Birendrakumar Sahani, Tejashree Ravi, Akibjaved Tamboli, Ranjeet Pisal, 2017, IoT based Smart Energy Meter, International Research Journal of Engineering and Technology (IRJET), 4(4) 96-102.
[2]. Abhiraj Prashant Hiwale, Deepak Sudam Gaikwad, Akshay Ashok Dongare, Rathmesh Chandrakant Mhatre, 2018, Iot Based Smart Energy Monitoring, International Research Journal of Engineering And Technology (IRJET) 5(3) 2522-2526.
[3]. Samarth Pandit, Sneha Mandhre, Meghana Nichal, 2017, Smart Energy Meter using internet of Things (IoT), VJER-Vishwakarma Journal of Engineering Research, 1, 2, page 222-229.
[4]. Darshit S. Patel and H.B. Patel, 2017, Gsm Based Energy Meter Monitoring And Load Control, International Research Journal of Engineering and Technology (IRJET), 4 (3) 360-363.
[5]. Kumarsagar M.Dange, Sachin S. Patil, Sanjay P. Patil, 2017, Prepaid Energy Meter using GSM Module, International Journal of Engineering Science Invention, 6(2), 80-85.
[6]. Birendrakumar Sahani, Tejashree Ravi, Akibjaved Tamboli, Ranjeet Pisal, 2018, IoT Basedm Smart Energy Meter, International Research Journal of Engineering and Technology (IRJET), 5(4), 655657.
[7]. Geetha, A., and K Jamuna, 2013, Smart metering system International Conference on Information Communication and Embedded Systems (ICICES), DOI:10.1109/ICICES.2013.6508368,
[8]. Arghya Sarkar and S. Sengupta, 2006, A novel instantaneous power factor measurement method based on wavelet transform, IEEE Power India Conference, DOI: 10.1109/ POWERI.2006.1632635.
[9]. Landi, C. Dipt. diIng. Dell Inf., Seconda Univ. di Napoli, Aversa, Italy Merola, P. Ianniello, G, 2011, ARM-based energy management system using smart meter and Web server, IEEE Instrumentation and Measurement Technology Conference Binjiang, 1−5.
[10]. Garrab, A. Bouallegue, A. Ben Abdallah, 2012, A new AMR approach for energy saving in Smart Grids using Smart Meter and partial Power Line Communication, IEEE First International Conference on Renewable Energies and Vehicular Technology (REVET), 263-269.
[11]. T. Kamalesh, M. Veda Chary, 2013, Post-paid Wireless Meter Reading System for Automatic Power Controlling and Consumption Billing Applications, International Journal of Science, Engineering and Technology Research (IJSETR), 2, 9, 1673-1677.
[12]. Darshan Iyer N, Dr. KA Radhakrishnan Rao, 2015, IoT Based Electricity Energy Meter Reading, Theft Detection and Disconnection using PLC modem and Power optimization, International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering, 4, 7, 2015, 64826491.
References (13)
- Birendrakumar Sahani, Tejashree Ravi, Akibjaved Tamboli , Ranjeet Pisal, 2017, IoT based Smart Energy Meter, International Research Journal of Engineering and Technology (IRJET), 4(4) 96-102.
- Abhiraj Prashant Hiwale, Deepak Sudam Gaikwad, Akshay Ashok Dongare, Rathmesh Chandrakant Mhatre, 2018, Iot Based Smart Energy Monitoring, International Research Journal of Engineering And Technology (IRJET) 5(3) 2522-2526.
- Samarth Pandit, Sneha Mandhre, Meghana Nichal, 2017, Smart Energy Meter using internet of Things (IoT), VJER-Vishwakarma Journal of Engineering Research, 1, 2, page 222-229.
- Darshit S. Patel and H.B. Patel, 2017, Gsm Based Energy Meter Monitoring And Load Control, International Research Journal of Engineering and Technology (IRJET), 4 (3) 360-363.
- Kumarsagar M.Dange, Sachin S. Patil, Sanjay P. Patil, 2017, Prepaid Energy Meter using GSM Module, International Journal of Engineering Science Invention, 6(2), 80-85.
- Birendrakumar Sahani, Tejashree Ravi, Akibjaved Tamboli, Ranjeet Pisal, 2018, IoT Basedm Smart Energy Meter, International Research Journal of Engineering and Technology (IRJET), 5(4), 655- 657.
- Geetha, A., and K Jamuna, 2013, Smart metering system International Conference on Information Communication and Embedded Systems (ICICES), DOI:10.1109/ICICES.2013.6508368, [8].
- Arghya Sarkar and S. Sengupta, 2006, A novel instantaneous power factor measurement method based on wavelet transform, IEEE Power India Conference, DOI: 10.1109/ POWERI.2006.1632635.
- Landi, C. Dipt. diIng. Dell Inf., Seconda Univ. di Napoli, Aversa, Italy Merola, P. Ianniello, G, 2011, ARM-based energy management system using smart meter and Web server, IEEE Instrumentation and Measurement Technology Conference Binjiang, 1-5.
- Garrab, A. Bouallegue, A. Ben Abdallah, 2012, A new AMR approach for energy saving in Smart Grids using Smart Meter and partial Power Line Communication, IEEE First International Conference on Renewable Energies and Vehicular Technology (REVET), 263-269.
- T. Kamalesh, M. Veda Chary, 2013, Post-paid Wireless Meter Reading System for Automatic Power Controlling and Consumption Billing Applications, International Journal of Science, Engineering and Technology Research (IJSETR), 2, 9, 1673-1677.
- Darshan Iyer N, Dr. KA Radhakrishnan Rao, 2015, IoT Based Electricity Energy Meter Reading, Theft Detection and Disconnection using PLC modem and Power optimization, International Journal of
- Advanced Research in Electrical, Electronics and Instrumentation Engineering, 4, 7, 2015, 6482- 6491.