Energy shortage is a global challenge with significant implications for economies, societies, and the
environment, including the Philippines. Promoting energy conservation in households is an effective
approach to address this issue. In the Municipality of Midsayap, North Cotabato, Philippines, unmonitored
energy consumption leads to excessive energy usage in households. To address this problem, this paper
aims to research, build, test and implement a Real-Time Energy Consumption Monitoring (RECM) device
using IoT technology. The RECM device, equipped with an SCT013 current sensor, enables real-time 24/7
monitoring of energy consumption. The monitored data is displayed in graphical and numerical formats
using the Thing Speak cloud storage service. The RECM device was deployed in households, and a survey
was conducted to evaluate its functionality and effectiveness. The results indicate that the design of the
RECM device is a highly useful and efficient tool for real-time energy consumption monitoring. This paper
provides circuit diagrams, wiring diagrams, and the list of materials used to develop the Real-Time Energy
Consumption Monitoring (RECM) device using IoT.”
THE DEVELOPMENT OF REAL-TIME ENERGY CONSUMPTION MONITORING USING IOTaciijournal
Energy shortage is a global challenge with significant implications for economies, societies, and the
environment, including the Philippines. Promoting energy conservation in households is an effective
approach to address this issue. In the Municipality of Midsayap, North Cotabato, Philippines, unmonitored
energy consumption leads to excessive energy usage in households. To address this problem, this paper
aims to research, build, test and implement a Real-Time Energy Consumption Monitoring (RECM) device
using IoT technology. The RECM device, equipped with an SCT013 current sensor, enables real-time 24/7
monitoring of energy consumption. The monitored data is displayed in graphical and numerical formats
using the Thing Speak cloud storage service. The RECM device was deployed in households, and a survey
was conducted to evaluate its functionality and effectiveness. The results indicate that the design of the
RECM device is a highly useful and efficient tool for real-time energy consumption monitoring. This paper
provides circuit diagrams, wiring diagrams, and the list of materials used to develop the Real-Time Energy
Consumption Monitoring (RECM) device using IoT.”
The Development of Real-Time Energy Consumption Monitoring using IoTaciijournal
Energy shortage is a global challenge with significant implications for economies, societies, and the environment, including the Philippines. Promoting energy conservation in households is an effective approach to address this issue. In the Municipality of Midsayap, North Cotabato, Philippines, unmonitored energy consumption leads to excessive energy usage in households. To address this problem, this paper aims to research, build, test and implement a Real-Time Energy Consumption Monitoring (RECM) device using IoT technology. The RECM device, equipped with an SCT013 current sensor, enables real-time 24/7 monitoring of energy consumption. The monitored data is displayed in graphical and numerical formats using the Thing Speak cloud storage service. The RECM device was deployed in households, and a survey was conducted to evaluate its functionality and effectiveness. The results indicate that the design of the RECM device is a highly useful and efficient tool for real-time energy consumption monitoring. This paper provides circuit diagrams, wiring diagrams, and the list of materials used to develop the Real-Time Energy Consumption Monitoring (RECM) device using IoT.”
The International Journal of Engineering and Science (The IJES)theijes
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
IOT-ENABLED GREEN CAMPUS ENERGY MANAGEMENT SYSTEM ijesajournal
Increasing cost and demand for energy is imposing us to find smart ways to save energy. To satisfy the energy requirement and at the same time to cut down the cost, consumption of energy must be monitored and controlled. Energy consumption can be well managed with the capabilities of the Internet of Things (IoT). This paper presents an architecture towards IoT-enabled Green campus Energy Management System. In the proposed system, the data acquisition module collects energy consumption information from each device and transmits it to the cloud platform for further processing and analysis. Since lighting and air conditioning appliances contribute to most of the electricity consumption in the campus environment, they have been taken as a prototype to validate the proposed architecture.
An IOT based smart metering development for energy management systemIJECEIAES
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.
THE DEVELOPMENT OF REAL-TIME ENERGY CONSUMPTION MONITORING USING IOTaciijournal
Energy shortage is a global challenge with significant implications for economies, societies, and the
environment, including the Philippines. Promoting energy conservation in households is an effective
approach to address this issue. In the Municipality of Midsayap, North Cotabato, Philippines, unmonitored
energy consumption leads to excessive energy usage in households. To address this problem, this paper
aims to research, build, test and implement a Real-Time Energy Consumption Monitoring (RECM) device
using IoT technology. The RECM device, equipped with an SCT013 current sensor, enables real-time 24/7
monitoring of energy consumption. The monitored data is displayed in graphical and numerical formats
using the Thing Speak cloud storage service. The RECM device was deployed in households, and a survey
was conducted to evaluate its functionality and effectiveness. The results indicate that the design of the
RECM device is a highly useful and efficient tool for real-time energy consumption monitoring. This paper
provides circuit diagrams, wiring diagrams, and the list of materials used to develop the Real-Time Energy
Consumption Monitoring (RECM) device using IoT.”
The Development of Real-Time Energy Consumption Monitoring using IoTaciijournal
Energy shortage is a global challenge with significant implications for economies, societies, and the environment, including the Philippines. Promoting energy conservation in households is an effective approach to address this issue. In the Municipality of Midsayap, North Cotabato, Philippines, unmonitored energy consumption leads to excessive energy usage in households. To address this problem, this paper aims to research, build, test and implement a Real-Time Energy Consumption Monitoring (RECM) device using IoT technology. The RECM device, equipped with an SCT013 current sensor, enables real-time 24/7 monitoring of energy consumption. The monitored data is displayed in graphical and numerical formats using the Thing Speak cloud storage service. The RECM device was deployed in households, and a survey was conducted to evaluate its functionality and effectiveness. The results indicate that the design of the RECM device is a highly useful and efficient tool for real-time energy consumption monitoring. This paper provides circuit diagrams, wiring diagrams, and the list of materials used to develop the Real-Time Energy Consumption Monitoring (RECM) device using IoT.”
The International Journal of Engineering and Science (The IJES)theijes
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
IOT-ENABLED GREEN CAMPUS ENERGY MANAGEMENT SYSTEM ijesajournal
Increasing cost and demand for energy is imposing us to find smart ways to save energy. To satisfy the energy requirement and at the same time to cut down the cost, consumption of energy must be monitored and controlled. Energy consumption can be well managed with the capabilities of the Internet of Things (IoT). This paper presents an architecture towards IoT-enabled Green campus Energy Management System. In the proposed system, the data acquisition module collects energy consumption information from each device and transmits it to the cloud platform for further processing and analysis. Since lighting and air conditioning appliances contribute to most of the electricity consumption in the campus environment, they have been taken as a prototype to validate the proposed architecture.
An IOT based smart metering development for energy management systemIJECEIAES
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.
Peak load scheduling in smart grid using cloud computingjournalBEEI
In this paper present peak, energy management attainable is feasible by monitoring real-time readings of whole loads within the college premises victimization this schedule loads so energy saving is possible. Currently, cloud computing technology offer on-line real-time monitoring knowledge, we have a tendency to create project supported cloud computing application for energy management that is employed for monitoring real time consumption of electricity and load planning. With respect to monitoring knowledge, we have a tendency to be able to plot the load curves so it'll be useful in achieving optimum energy consumption for educational institute.
Smart real time embedded arduino based data acquisition systemeSAT Journals
Abstract In this paper, an effort has been made to design and develop a smart real time embedded Arduino based data logger for indoor and outdoor environment. The present work has been concentrated to environmental parameters such as temperature, humidity and solar insolation. The data logger is proposed to be developed with the use of Arduino Uno based on ATmega328. The Arduino Microcontroller board is used which has inbuilt ADC and other peripheral circuitry necessary for operation. The physical parameter is sensed by the sensors and is converted into analog signal. This analog signal is fed to the Arduino board ADC pins which is then converted in to an equivalent digital quantity and is further processed in the microcontroller. The raw digital signal or processed signal out of microcontroller may be displayed on the LCD display or it’s saved in a database or even at the same time this data is sent to computer through the USB serial port. The serial port data is then accessed and is imported in Microsoft excel for computation and graphical representation. Key Words: Arduino Uno, ATmega328, DHT 11, Solar cell, LCD etc.
Instant Access of Power Usage through IP Enabled Electronic Power MeterIJERD Editor
Nowadays Electrical Energy is a vital resource for human being for their day to day activities. It is
very important to know the usage of electricity to regulate the consumption. The power usage is a very
important criterion in places like domestic purpose, industries, public places, etc. At the end of every month as
soon as the electricity bill arrives we may be surprised because of over usage, we may get more bill amount and
in turn electrical board may demand us pay more ASD (Advanced security deposit). To overcome this problem
we propose the new idea of enabling the digital meters to send the instant power usage statistics through
Internet. It is very important to know about the basic knowledge of what is electricity meter, how to measure the
amount of electrical energy (in watt hour [Wh] units), and power consumption by house hold equipments or
devices. We should also know the tariff of the Electrical board for each unit in various domains. By using all
these data we can provide an effective regulation of power usage and in turn which leads to expected electrical
bill amount. This paper gives a new approach towards instant access of power usage details through IP enabled
electronic meter to minimize or reduce the day to day electrical power consumption.
Microcontroller-based Control and Data Acquisition System for a Grid-connecte...TELKOMNIKA JOURNAL
There has been a significant increase in the exploitation of renewable energy systems. To be
able to efficiently utilize grid - connected renewable energy sources, there must be a reliable control and
monitoring system. In building a control and monitoring system for this system, a power analyzer
connected to a microcontroller was used. The microcontroller was linked to touchscreen display where a
graphical user interface (GUI) was programmed to able to display and log the data recovered. Relays were
used to reconfigure the system by shifting the load’s source of energy between the grid and renewable
energy system. The energy generated by the renewable energy system may be delivered to the load or be
fed to the grid as needed. This operation will be done through either an external device or through a
computer which was built to manually operate the control system and view the status of the system as
determined by parameters such as cost and energy consumption. This system provided residential
buildings with their own renewable energy system with a simple yet reliable control and monitoring system.
The system was able to accumulate accurate and real time data. It also provided a continuous supply and
switching application simultaneously
AN INVESTIGATION OF THE ENERGY CONSUMPTION BY INFORMATION TECHNOLOGY EQUIPMENTSijcsit
The World Wide Web and the rise of servers and PC's data centers have become a major position in the
overall power consumption of the world. In order to prevent global warming and ensuing disasters, already
Internet-service providers, hosting providers on green power have changed. Even household energy
suppliers offer green electricity from renewable energy such as wind, solar, biomass and hydro, which
emits no carbon dioxide, to stand against global warming. Only a global change for the information
technology can prevent the global-warming. The switch to renewable energy is the beginning of our future
and must be pursued as well as the research and development in information and communication
technology.
A Result Paper on: Power Grid Associated With Web Using Non-Conventional Ener...rahulmonikasharma
This paper proposes a household power unit which is able to automatic switching and will communicatethrough Ethernet/Wi-Fi so utilization of the Non-conventional energy sources like solar energy will become more reliable. Further it will have madeready to end-user through electrical setup. The Arduino MEGA processor is preferred to work as an Embedded Device. The program loaded on this device will be work as Real time operating system. It isnecessary to process, control and communication. Other services are provided on the top of embedded device. It includes communication with server about the real-timeinformation on energy meters at customer`s location.Energy source selection, power-up the connection and disconnection are some of the services that areprovided through the online web portal. The web browser available at subscriber`s end, can act as an interface to these services provided.. Greater integration of renewable energy generation may be achieved by facilitating battery energy storage systems like integrating remote access to manage the set up like Ethernet, Web communication etc. The smart energy management of the resources is very important aspect. It allows collection of energy from multiple sources. In case of commercial and large scale implementation, the generated power at distribution level can be directly fed to the utility distribution network. Inthis paper, the smart energy management system is used where the battery monitoring systemworks alternately. ARDUINO MEGA 7 microcontroller is used to regulate the actual operating function as a core part of the setup. It is ideally appropriate for residential premises along with commercial applications.
IoT Based Smart Energy Meter using Raspberry Pi and Arduino Bilal Amjad
This project, design and implemented a low-cost IoT based energy monitoring system (smart energy meter) for real-time monitoring of all electrical parameters i.e. AC voltage, AC current, active power, total energy consumption, power factor, frequency, and tariff. The design is based on a low-cost PZEM-004T, using a non-invasive Current Transformer
(CT) sensors, Arduino and Raspberry pi. Electrical measurements are done by PZEM-004T and CT sensors through Arduino. Raspberry pi communicates with Arduino through serial communication to retrieve these sensor’s data and send it to the server via internet. As a result, the developed energy monitoring system can successfully record the voltage, current, active power, power factor, frequency, accumulative power consumption and tariff. Consumers will be able to
see their electricity usage and the tariff according to the energy usage in real-time through web and mobile application. In case of any fault e.g., short circuit or power supply cut off, the consumer will receive a text message on his mobile number. Moreover, consumers will be able to receive the tariff on a weekly or monthly basis.
DESIGN OF INTELLIGENT DEVICE TO SAVE STANDBY POWER IN NETWORK ENABLED DEVICESIAEME Publication
Network connectivity is rapidly expanding to a range of new device groups that offer both wired and wireless network functionality. In 2012, 74% of Internet Protocol (IP) traffic and 94% of consumer Internet traffic originated from personal computers (PCs). By 2017, analysts predict that 49% of IP traffic and 39% of consumer Internet traffic will originate from non‑PC networked enabled devices. For network enabled devices, the most appropriate method of energy consumption reduction would be the total disconnection reduced time of operation since they are used infrequently. Automatic Power cut-off and Reset Device is the device which will avoid the standby power consumption.
IoT Based Smart Water Monitoring and Distribution System For An ApartmentsYogeshIJTSRD
As we know water is so precious for human being as well as for the complete nature without which it will not be possible to survive. Even though lot many efforts have been taken by government through various schemes and it is becoming difficult day by day to save water for future and make efficient utilization of it. In this proposed work, an IoT design for water monitoring and control approach which supports internet based data collection on real time bases. This proposed system shall implement in highly populated residential buildings like hotels, lodge, hostels, dormitory, apartments, shopping malls etc. And also, this system can provide a complete survey and the usage of water by every individual room. This system addresses that the flow rate measuring and scheming the supply of water in order to limit the water wastage and approach the water conservation and also this system can measure the quality and quantity of water distributed to every household by using ph and flow rate sensors. The system has been designed in such a way that it will monitor the available water level continuously. System has been implemented by using embedded system and communication will takes. Dr. R. Mohana Priya | M. Sathyamoorthy | S. Surya | V. Vishnu Gopal "IoT Based Smart Water Monitoring & Distribution System For An Apartments" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-3 , April 2021, URL: https://www.ijtsrd.com/papers/ijtsrd41133.pdf Paper URL: https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/41133/iot-based-smart-water-monitoring-and-distribution-system-for-an-apartments/dr-r-mohana-priya
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
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Peak load scheduling in smart grid using cloud computingjournalBEEI
In this paper present peak, energy management attainable is feasible by monitoring real-time readings of whole loads within the college premises victimization this schedule loads so energy saving is possible. Currently, cloud computing technology offer on-line real-time monitoring knowledge, we have a tendency to create project supported cloud computing application for energy management that is employed for monitoring real time consumption of electricity and load planning. With respect to monitoring knowledge, we have a tendency to be able to plot the load curves so it'll be useful in achieving optimum energy consumption for educational institute.
Smart real time embedded arduino based data acquisition systemeSAT Journals
Abstract In this paper, an effort has been made to design and develop a smart real time embedded Arduino based data logger for indoor and outdoor environment. The present work has been concentrated to environmental parameters such as temperature, humidity and solar insolation. The data logger is proposed to be developed with the use of Arduino Uno based on ATmega328. The Arduino Microcontroller board is used which has inbuilt ADC and other peripheral circuitry necessary for operation. The physical parameter is sensed by the sensors and is converted into analog signal. This analog signal is fed to the Arduino board ADC pins which is then converted in to an equivalent digital quantity and is further processed in the microcontroller. The raw digital signal or processed signal out of microcontroller may be displayed on the LCD display or it’s saved in a database or even at the same time this data is sent to computer through the USB serial port. The serial port data is then accessed and is imported in Microsoft excel for computation and graphical representation. Key Words: Arduino Uno, ATmega328, DHT 11, Solar cell, LCD etc.
Instant Access of Power Usage through IP Enabled Electronic Power MeterIJERD Editor
Nowadays Electrical Energy is a vital resource for human being for their day to day activities. It is
very important to know the usage of electricity to regulate the consumption. The power usage is a very
important criterion in places like domestic purpose, industries, public places, etc. At the end of every month as
soon as the electricity bill arrives we may be surprised because of over usage, we may get more bill amount and
in turn electrical board may demand us pay more ASD (Advanced security deposit). To overcome this problem
we propose the new idea of enabling the digital meters to send the instant power usage statistics through
Internet. It is very important to know about the basic knowledge of what is electricity meter, how to measure the
amount of electrical energy (in watt hour [Wh] units), and power consumption by house hold equipments or
devices. We should also know the tariff of the Electrical board for each unit in various domains. By using all
these data we can provide an effective regulation of power usage and in turn which leads to expected electrical
bill amount. This paper gives a new approach towards instant access of power usage details through IP enabled
electronic meter to minimize or reduce the day to day electrical power consumption.
Microcontroller-based Control and Data Acquisition System for a Grid-connecte...TELKOMNIKA JOURNAL
There has been a significant increase in the exploitation of renewable energy systems. To be
able to efficiently utilize grid - connected renewable energy sources, there must be a reliable control and
monitoring system. In building a control and monitoring system for this system, a power analyzer
connected to a microcontroller was used. The microcontroller was linked to touchscreen display where a
graphical user interface (GUI) was programmed to able to display and log the data recovered. Relays were
used to reconfigure the system by shifting the load’s source of energy between the grid and renewable
energy system. The energy generated by the renewable energy system may be delivered to the load or be
fed to the grid as needed. This operation will be done through either an external device or through a
computer which was built to manually operate the control system and view the status of the system as
determined by parameters such as cost and energy consumption. This system provided residential
buildings with their own renewable energy system with a simple yet reliable control and monitoring system.
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switching application simultaneously
AN INVESTIGATION OF THE ENERGY CONSUMPTION BY INFORMATION TECHNOLOGY EQUIPMENTSijcsit
The World Wide Web and the rise of servers and PC's data centers have become a major position in the
overall power consumption of the world. In order to prevent global warming and ensuing disasters, already
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suppliers offer green electricity from renewable energy such as wind, solar, biomass and hydro, which
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(CT) sensors, Arduino and Raspberry pi. Electrical measurements are done by PZEM-004T and CT sensors through Arduino. Raspberry pi communicates with Arduino through serial communication to retrieve these sensor’s data and send it to the server via internet. As a result, the developed energy monitoring system can successfully record the voltage, current, active power, power factor, frequency, accumulative power consumption and tariff. Consumers will be able to
see their electricity usage and the tariff according to the energy usage in real-time through web and mobile application. In case of any fault e.g., short circuit or power supply cut off, the consumer will receive a text message on his mobile number. Moreover, consumers will be able to receive the tariff on a weekly or monthly basis.
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IoT Based Smart Water Monitoring and Distribution System For An ApartmentsYogeshIJTSRD
As we know water is so precious for human being as well as for the complete nature without which it will not be possible to survive. Even though lot many efforts have been taken by government through various schemes and it is becoming difficult day by day to save water for future and make efficient utilization of it. In this proposed work, an IoT design for water monitoring and control approach which supports internet based data collection on real time bases. This proposed system shall implement in highly populated residential buildings like hotels, lodge, hostels, dormitory, apartments, shopping malls etc. And also, this system can provide a complete survey and the usage of water by every individual room. This system addresses that the flow rate measuring and scheming the supply of water in order to limit the water wastage and approach the water conservation and also this system can measure the quality and quantity of water distributed to every household by using ph and flow rate sensors. The system has been designed in such a way that it will monitor the available water level continuously. System has been implemented by using embedded system and communication will takes. Dr. R. Mohana Priya | M. Sathyamoorthy | S. Surya | V. Vishnu Gopal "IoT Based Smart Water Monitoring & Distribution System For An Apartments" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-3 , April 2021, URL: https://www.ijtsrd.com/papers/ijtsrd41133.pdf Paper URL: https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/41133/iot-based-smart-water-monitoring-and-distribution-system-for-an-apartments/dr-r-mohana-priya
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The Development of Real-Time Energy Consumption Monitoring using IoT
1. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
DOI: 10.5121/acii.2023.10302 21
THE DEVELOPMENT OF REAL-TIME ENERGY
CONSUMPTION MONITORING USING IOT
Lyndel Jean L. Pagaduan, Jhobert G.Portolazo, Jounariz Xavier D. Delfin,
John Pablo O. Dela Cruz, and Micah Bambie O. Estanda
College of Information Technology and Engineering, Notre Dame of Midsayap College,
Midsayap, Cotabato, Philippines
ABSTRACT
Energy shortage is a global challenge with significant implications for economies, societies, and the
environment, including the Philippines. Promoting energy conservation in households is an effective
approach to address this issue. In the Municipality of Midsayap, North Cotabato, Philippines, unmonitored
energy consumption leads to excessive energy usage in households. To address this problem, this paper
aims to research, build, test and implement a Real-Time Energy Consumption Monitoring (RECM) device
using IoT technology. The RECM device, equipped with an SCT013 current sensor, enables real-time 24/7
monitoring of energy consumption. The monitored data is displayed in graphical and numerical formats
using the Thing Speak cloud storage service. The RECM device was deployed in households, and a survey
was conducted to evaluate its functionality and effectiveness. The results indicate that the design of the
RECM device is a highly useful and efficient tool for real-time energy consumption monitoring. This paper
provides circuit diagrams, wiring diagrams, and the list of materials used to develop the Real-Time Energy
Consumption Monitoring (RECM) device using IoT.”
KEYWORDS
IoT, Energy, Energy Consumption, Energy Monitoring, Current Sensors.
1. INTRODUCTION
1.1. Background of the Study
Electricity plays a pivotal role in modern society, powering industries, supporting critical
infrastructure, and enhancing the quality of life for individuals worldwide. Electricity continues
to position as the “fuel” of the future. Worldwide energy demand grew by 2.3% in 2018. It is the
fastest growth of demand in this decade. The performance driven by a global economy and
strongly cooling and heating needs in some regions [1]. However, the current state of electricity
supply is mired in a crisis. Energy crisis is very common among countries. In the Philippines,
according to the Department of Energy in year 2016, there was a significant increase of 10% in
the Philippine energy usage and its peak demand is at 8.7% ascribing to several factors such as
increase in temperature caused by the El Nino. This kind of weather triggers to increase the use
of the electricity for it powers many kinds of appliances for cooling needs in each household or
establishments [2]. Without monitoring the household electrical usage may result to the increase
in the electrical usage compared to its normal use.
2. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
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Metering energy consumption of a household collects data of the day-to-day usage of electricity
that could be used in estimating and saving energy [3]. In the Muncipality of Midsayap, North
Cotabato, power consumers do not get a clear idea on how the power consumption was carried
out by the home appliances and to what extent these appliances contribute to the overall power
consumption of the household. This gave the researchers the motivation to pursue “The
development of Real-Time Energy Consumption Monitoring (RECM) using IoT.”
1.2. Objectives
The study aimed to develop a Real-Time Energy Consumption Monitoring (RECM) system using
IoT with the following features and functionalities:
1. Enables consumers to monitor their real-time and daily energy consumption.
2. Displays current rating, power usage, and daily consumption through an LCD interface.
3. Establishes an Internet connection to send monitored data to the ThingSpeak cloud storage
service.
4. Includes a backup storage to store monitored data in the event of an Internet connection failure.
1.3. Conceptual Framework
Figure 1 depicts the conceptual framework of the study. The independent variables represent the
problems faced by electric consumers, while the moderating variable represents the solution to
these problems—the RECM system. The dependent variables encompass the features and
functionalities of the RECM device.
Figure 1. Conceptual Framework of the Study
3. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
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2. RELATED WORKS
2.1. User Behavior and Feedback in Energy Conservation
Providing individualized energy use information through methods such as improved billing,
periodic feedback, and continuous feedback can effectively contribute to reductions in energy
consumption [5]. Proving daily feedback on power consumption, along with a generous rebate
program, could potentially result in an average reduction of 10-15% in electricity use within an
apartment setting [6]. However, homes using a certain energy monitoring device called PCM
(Power and Control Monitor) exhibited a statistically insignificant reduction of 12% in mean
electrical consumption [7].
While conducting a comprehensive review of the available literature there were not many studies
that particularly address user behavior and feedback in the context of energy saving. Despite the
fact that there hasn't been much research specifically on this theme, it presents a crucial area of
investigation with significant potential for promoting sustainable energy practices.
2.2. IoT Based Energy Consumption Monitoring
The adoption of smart home technologies in buildings or residences presents a significant
opportunity to reduce energy consumption [9]. The Internet of Things (IoT) has ushered in a
revolution in electronics and IT, enabling everyday objects to connect to the global Internet
network [8]. IoT can be effectively utilized to enhance energy efficiency, promote renewable
energy utilization, and mitigate environmental impacts associated with energy use [10]. Through
IoT technology, remote control and monitoring of various electrical appliances, including air
conditioners and lighting systems, are made possible [11].
A specific study by Marques in 2017 highlights the connection between energy consumption
monitoring and the Internet of Things paradigm. The study aims to design and develop an
autonomous system called iPlug, which enables the monitoring and control of Internet-connected
electrical equipment via Wi-Fi [12]. In this study, the RECM device incorporates IoT capabilities
allowing a 24/7 real-time monitoring of energy consumption.
2.3. Raspberry Pi-Based Energy Monitoring Systems
Raspberry Pi, in particular, offers more advanced features compared to traditional
microcontrollers [13]. Raspberry Pi is low cost and has a reputation as a highly dependable
technology for tracking industry energy consumption making it suitable for energy metering
projects [14]. The utilization of Raspberry Pi in smart energy meter was found to be energy-
efficient, consuming less power while providing faster performance. Furthermore, Raspberry Pi
was noted for its dual UARTs (Universal Asynchronous Receiver-Transmitter), enhancing its
capabilities for communication and data transfer [15]. The present study also adopts the
utilization of Raspberry Pi, similar to the previously mentioned studies, due to its various
advantages such as cost-effectiveness, versatility, and efficiency.
4. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
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3. RESEARCH DESIGN
The researchers used the Developmental Research methods since study involves the development
of a real-time energy consumption monitoring system. It focuses on designing, creating, and
optimizing a device, the IoT-based energy consumption monitoring system.
A survey was conducted in order to gather feedback from users or electric consumers who have
interacted with the RECM device. The objective of the survey was to capture user experiences,
identify usability issues, and collect suggestions for improvements or additional features for the
future researchers. The survey was conducted in the Municipality of Midsayap, North Cotabato,
Philippines. There were fifty (50) respondents who evaluated the design composed of
homeowners and COTELCO-PPALMA employees. The data collected from respondents who
interacted with the RECM device underwent descriptive statistical analysis. The analysis
included the calculation of standard deviation and mean, which were interpreted using the Likert
Scale.
4. PROJECT DEVELOPMENT
4.1. Main Materials
SCT-013 Current Sensor. Used to measure and monitor real-time current consumption,
displaying the data on the Liquid Crystal Display (LCD).
Arduino Uno Microcontroller. Receives current data from the SCT-013 sensor and sends the
monitored data to the Raspberry Pi.
Raspberry Pi 3. Receives monitored data from the Arduino microcontroller and transmits it to the
Thing Speak cloud storage service. Additionally, it serves as a backup local storage in case of
internet loss.
Raspberry Pi 3- 3.2inch TFT Display Screen. Used to display the desktop of Raspberry Pi 3. It is
used to monitor the monitored data in local storage.
Real-time Clock DS3231. Displays the current time on the Liquid Crystal Display (LCD) and
automatically resets the Arduino every 24 hours.
4.2. Block Diagram
Figure 2 displays the block diagram of the device. The SCT-013 current sensor transmits the
current ratings to the Arduino microcontroller. The Arduino microcontroller then presents the
data readings on a Liquid Crystal Display (LCD). The Arduino microcontroller establishes a
serial communication link with the Raspberry Pi to send real-time data to the Thing Speak cloud
storage service.
5. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
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Figure 2. Block Diagram
4.3. Schematic Diagram
Figure 3 illustrates the circuit diagram of the device. The central component is the Arduino
microcontroller, responsible for processing and displaying the monitored data on the Liquid
Crystal Display (LCD). The Raspberry Pi is also included in the system to transmit the monitored
data to Thing Speak. The circuit incorporates an SCT-013 current sensor to measure current
ratings and calculate the monitored data.
Figure 3. Schematic Diagram
4.4. Wiring Diagram
Figure 4 depicts all the system components and their interconnections. The SCT-013 current
sensor and Liquid Crystal Display (LCD) are connected to the main component, the Arduino
microcontroller. The diagram also illustrates the serial communication connection between the
Raspberry Pi and the Arduino microcontroller.
6. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
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Figure 4. Wiring Diagram
5. RESULTS AND DISCUSSION
The survey analysis evaluating the functionality and effectiveness of the Real-Time Energy
Consumption Monitoring (RECM) device. The data obtained from respondents who utilized the
RECM device underwent descriptive statistical analysis, which involved calculating the mean
and standard deviation. The ratings were obtained using a Likert scale:
1. Strongly Agree (SA)
2. Agree (A)
3. Disagree (D)
4. Strongly Disagree (SD)
The survey results for the Objective 1, which focused on the real-time energy consumption
monitoring device, showed that respondents strongly agreed (mean of 3.93) that the device is
convenient and efficient in monitoring real-time energy and daily consumption. The statement
highlighting the device's ability to monitor energy consumption in real-time received the highest
mean of 4.00, indicating a strong agreement.
Objective 2, which pertained to the device's liquid crystal display (LCD) for displaying current
rating, power usage, and daily energy consumption, yielded a mean of 3.94. Respondents
strongly agreed that the device can display the necessary data for monitoring daily energy
consumption. The statement emphasizing the clear display of real-time energy consumption on
the LCD received the highest mean of 4.00, representing a strong agreement.
Objective 3 focused on the device's connection to the Internet and sending monitored data to the
Thing Speak cloud storage service. The mean score was 3.84, indicating a strong agreement that
the device interface with cloud storage is working properly and practical compared to costlier
storage devices. Statements related to the automatic storage of data in Thing Speak and the
accuracy of graphical and numerical displays received the highest mean of 3.93, signifying a
strong agreement.
7. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
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Objective 4 examined the device's ability to store monitored data in a backup storage in case of
Internet connection failure. The mean score was 3.90, indicating a strong agreement that the
device's local storage effectively stores data even without internet connectivity. Statements about
the presence of local storage as a backup and data storage frequency received the highest mean of
3.97, representing a strong agreement.
Objective 5 focused on the device's capability to generate a printable format of the monitored
data stored in Thing Speak cloud storage. The mean score was 3.87, indicating a strong
agreement that the device can provide a hardcopy of the data, particularly for those who prefer
reading information in printed form. Statements regarding the comprehensiveness and
organization of the report, information on peak hours of energy consumption, and quick
generation of the printable format received the highest mean of 3.87, signifying a strong
agreement.
6. CONCLUSIONS
The results obtained from the gathered data indicate that the respondents strongly agreed with all
the objectives. Consequently, the design project successfully achieved the features and
functionalities of the RECM device. As a result, the RECM device proves highly beneficial in
monitoring energy consumption for consumers, enabling electric consumers to gain awareness of
their daily energy usage.
7. RECOMMENDATIONS
For future designers aiming to pursue and enhance the existing design and scope of the study, the
researchers offer the following suggestions:
1. Consider upgrading the current sensor to handle a larger load in terms of ampere.
2. Implement an automatic power tripping mechanism when the maximum limit of power
consumption per day, week, or month is reached.
3. Develop a daily summary report sent via text message to notify consumers of their
energy consumption within a 24-hour period.
ACKNOWLEDGEMENTS
The authors would like to thank the College of Information Technology and the Notre Dame of
Midsayap College-the first Notre Dame School in Asia.
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AUTHORS
Engr. Lyndel Jean L. Pagaduan, ECT, ECE obtained her bachelor's degree in
Electronics Engineering in 2019 and Computer Engineering in 2015 from Notre Dame of
Midsayap College. Currently, she is pursuing her Master's in Engineering with a major in
Electronics Engineering at the University of Southeastern Philippines in Davao City,
Philippines.
Engr. Jhobert G. Portolazo, ECT, ECE, obtained his bachelor's degree in Electronics
Engineering in 2018 from Notre Dame of Midsayap College. He is currently working as
an Administrative Officer at the Department of Education at the College of Information
Technology and Engineering.
Engr. Jounariz Xavier D. Delfin earned his bachelor's degree in Computer Engineering
from the College of Information Technology and Engineering at Notre Dame of
Midsayap College in Midsayap, Cotabato, Philippines, in 2020. He is a Former Sales
Engineer at Automation and Security Inc. (ASI).
Engr. Micah Bambie O. Estanda earned her bachelor's degree in Computer Engineering
from the College of Information Technology and Engineering at Notre Dame of
Midsayap College in Midsayap, Cotabato, Philippines, in 2020.
Engr. John Pablo O. Dela Cruz earned his bachelor's degree in Computer Engineering
from the College of Information Technology and Engineering at Notre Dame of
Midsayap College in Midsayap, Cotabato, Philippines, in 2020 and is currently self-
employed.