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.
IRJET - IoT based Energy Monitoring System for Energy ConservationIRJET Journal
This document describes the design and implementation of a low-cost IoT energy monitoring system. Sensors are used to measure environmental data like temperature, humidity, and motion. An energy monitoring solution integrates with these sensors. The system uses a PZEM-004T energy meter, CT sensors, an SD3004 chip, and ESP8266 microcontroller to measure voltage, current, power consumption, and more. This data is sent via MQTT to a Raspberry Pi server. The system provides energy monitoring for applications like billing, smart grids, and home automation in a low-cost way. It concludes the system successfully monitors energy metrics and sends data to servers for analysis and management.
This document summarizes a research report on advancing energy management through smart metering systems from an operational perspective. The report discusses the limitations of traditional electricity meters and how smart meters can help overcome issues by providing consumers with more information on their energy usage. It outlines the objectives of the study, which include analyzing currently deployed smart metering systems, suggesting improvements, and studying consumer energy usage behaviors. The report also reviews the evolution of electricity meters and discusses the costs and benefits of smart metering systems for consumers and electricity suppliers.
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.
IRJET- IoT based Energy Management System Including Renewable Energy using Ar...IRJET Journal
This document presents a proposed Internet of Things (IoT) based energy management system for homes that includes renewable energy sources using Arduino and ZigBee technology. The system monitors energy consumption and generation from sources like solar panels in order to optimize energy usage and costs. It consists of energy monitoring modules, an Arduino controller, ZigBee for wireless communication, and a home server to analyze energy data and control loads. The system is able to track energy usage patterns, estimate generation from weather forecasts, and schedule loads to minimize costs while meeting energy demands based on available renewable sources. Experimental results showed the system able to automatically turn loads on/off based on available energy and provide energy monitoring information through connected devices.
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.
Easy Metering of Energy Meter using Internet of things PlatformIRJET Journal
This document proposes a system to easily meter energy consumption from both renewable and non-renewable sources using an Internet of Things platform. A microcontroller automatically switches loads between solar/wind generated power stored in batteries and power from the grid. An energy meter connected to the microcontroller transmits power usage to an IoT system, which updates usage details on a web page for the electricity provider and user. This allows remote monitoring of renewable and non-renewable energy usage while reducing manual meter reading errors and increasing awareness of efficient renewable energy use.
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.
IRJET - IoT based Energy Monitoring System for Energy ConservationIRJET Journal
This document describes the design and implementation of a low-cost IoT energy monitoring system. Sensors are used to measure environmental data like temperature, humidity, and motion. An energy monitoring solution integrates with these sensors. The system uses a PZEM-004T energy meter, CT sensors, an SD3004 chip, and ESP8266 microcontroller to measure voltage, current, power consumption, and more. This data is sent via MQTT to a Raspberry Pi server. The system provides energy monitoring for applications like billing, smart grids, and home automation in a low-cost way. It concludes the system successfully monitors energy metrics and sends data to servers for analysis and management.
This document summarizes a research report on advancing energy management through smart metering systems from an operational perspective. The report discusses the limitations of traditional electricity meters and how smart meters can help overcome issues by providing consumers with more information on their energy usage. It outlines the objectives of the study, which include analyzing currently deployed smart metering systems, suggesting improvements, and studying consumer energy usage behaviors. The report also reviews the evolution of electricity meters and discusses the costs and benefits of smart metering systems for consumers and electricity suppliers.
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.
IRJET- IoT based Energy Management System Including Renewable Energy using Ar...IRJET Journal
This document presents a proposed Internet of Things (IoT) based energy management system for homes that includes renewable energy sources using Arduino and ZigBee technology. The system monitors energy consumption and generation from sources like solar panels in order to optimize energy usage and costs. It consists of energy monitoring modules, an Arduino controller, ZigBee for wireless communication, and a home server to analyze energy data and control loads. The system is able to track energy usage patterns, estimate generation from weather forecasts, and schedule loads to minimize costs while meeting energy demands based on available renewable sources. Experimental results showed the system able to automatically turn loads on/off based on available energy and provide energy monitoring information through connected devices.
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.
Easy Metering of Energy Meter using Internet of things PlatformIRJET Journal
This document proposes a system to easily meter energy consumption from both renewable and non-renewable sources using an Internet of Things platform. A microcontroller automatically switches loads between solar/wind generated power stored in batteries and power from the grid. An energy meter connected to the microcontroller transmits power usage to an IoT system, which updates usage details on a web page for the electricity provider and user. This allows remote monitoring of renewable and non-renewable energy usage while reducing manual meter reading errors and increasing awareness of efficient renewable energy use.
IRJET - Drip Irrigation in Agricultural Land through Android Mobile ApplicationIRJET Journal
This document summarizes research on using an Internet of Things (IoT) system with wireless sensors and an Android mobile application to monitor and control drip irrigation in agricultural fields. The system collects data on soil moisture, temperature, and other field conditions from sensors. It allows farmers to monitor their fields and irrigation systems from anywhere using their mobile phones. The collected data is stored in a database and used to automate irrigation based on sensor readings to optimize water usage and crop growth while reducing costs for farmers. The system is intended to help farmers increase productivity and yields through remote monitoring of field conditions and precision irrigation control.
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.
A Real-Time IoT Implementation for Efficient Energy ConsumptionIRJET Journal
This document proposes an Internet of Things (IoT) implementation to efficiently monitor home energy consumption. Microcontrollers connected to appliances would measure energy usage data like time of use and wattage. This data is sent to a server and mobile app to alert users when consumption increases tariff rates or exceeds personalized thresholds. The app also calculates appliance-specific costs. A predictive fuzzy model is designed to control overuse of high-energy devices by triggering alarms when consumption exceeds set limits. The system aims to help users reduce electricity bills by making them aware of real-time usage patterns through a low-cost IoT monitoring solution.
IRJET- IoT based Smart Greenhouse Automation SystemIRJET Journal
This document describes an IoT-based smart greenhouse automation system that monitors and controls the greenhouse environment. Sensors measure temperature, humidity, light, pH, and soil moisture. A microcontroller collects the sensor data and sends it to an Android application via cloud computing. The application allows farmers to remotely monitor parameters and control actuators like heaters, fans, and pumps to maintain optimal conditions. The system aims to automate greenhouse monitoring and control to maximize crop yields, reduce costs, and allow remote operation.
IRJET- Smart Meter for Water Utilization using IoTIRJET Journal
This document proposes a smart water meter system using IoT technology to monitor household water consumption. The system uses a water flow sensor connected to a NodeMCU microcontroller to measure the flow rate and quantity of water used. The microcontroller sends this consumption data to the cloud where users can monitor their water usage. This allows charging households based on individual consumption rather than total usage, addressing issues with common meters. The proposed system aims to promote water conservation by providing visibility into water usage.
IRJET- A Review on Smart Energy Meter for Power Consumption Monitoring with O...IRJET Journal
This document reviews smart energy meters that can monitor household power consumption and detect overuse of power. It discusses how energy theft and inefficiencies are problems faced by utilities worldwide. Smart meters that communicate wirelessly can help utilities more accurately measure usage, detect theft, and reduce losses. The document reviews several existing studies on smart meter technologies and wireless sensor networks for power monitoring and control applications in homes. It examines approaches for monitoring consumption data, detecting unauthorized usage, reducing fraud and power wastage, and enabling remote power management through communication with utilities.
IRJET- IOT Based Residence Energy Control SystemIRJET Journal
This document describes an IoT-based home energy control system called RECoS that aims to minimize home energy consumption. The system uses smart sockets connected to appliances via Zigbee communication. It monitors energy usage in real-time and uses a backpropagation neural network algorithm to learn usage patterns and set adaptive energy limits to automatically shut off devices during idle periods. Experimental results found the system could reduce total home energy usage by around 45% per week. The system provides remote monitoring of appliance energy usage via a mobile app and cloud server.
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
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.
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.
Operation of Sensor Nodes for Smart Farming and Data Networking using Wireles...IRJET Journal
This document describes a proposed system for smart farming using wireless sensor networks. Key points:
- Sensor nodes would be deployed to monitor environmental parameters like temperature, humidity, and soil moisture.
- The sensor data would be transmitted wirelessly via technologies like Zigbee to a coordinator node.
- The coordinator node would convert the data to WiFi and send it to a web server where users could access it remotely via an online portal or mobile app.
- The system aims to automate irrigation and other farm operations based on sensor readings to optimize crop growth. This would reduce labor needs and allow remote monitoring of field conditions.
IRJET- Solar Power Monitoring System using IoTIRJET Journal
This document describes a solar power monitoring system using IoT technology. The system uses an ATmega 328 microcontroller to monitor the voltage, current and power output of solar panels. It then transmits this data wirelessly to an IoT platform called Thingspeak using an ESP8266 WiFi module. On Thingspeak, the data can be analyzed to monitor the solar plant's performance over time and detect any faults. This allows remote monitoring of solar plants from any location over the internet for improved maintenance and efficiency.
IRJET- Solar Power Generation, Utilization and Monitoring using Internet of T...IRJET Journal
The document discusses a proposed solar power generation and monitoring system using Internet of Things (IoT). The system would include an on-grid setup with battery backup to power loads and sell excess power to the grid. IoT sensors would monitor parameters like energy generation, consumption, temperature to allow for remote monitoring and preventative maintenance. This would help optimize operation and reduce human intervention in solar power management.
IRJET- Design and Implementation of Aquaculture Monitoring and Controlling Sy...IRJET Journal
This document describes the design and implementation of an aquaculture monitoring and controlling system using IoT. The system monitors temperature and pH levels in an aquarium and updates the data to the cloud. It uses heating and cooling mechanisms to automatically control the temperature. If the pH level changes, a notification is sent to the user. The goal is to create a controlled environment for prawn hatcheries by reducing human error and monitoring from anywhere using collected data.
IRJET- Review Paper on Agricultural Drought and Crop Failure Data Acquisi...IRJET Journal
This document reviews a proposed system for agricultural drought and crop failure data acquisition and transmission using IoT. The key points are:
1. The system would use sensors like soil moisture, humidity, and temperature sensors connected to a PIC microcontroller to collect field data and compare it to weather forecasts to detect drought and potential crop failures.
2. The data would be transmitted wirelessly via an ESP8266 WiFi module. This would allow automatic monitoring of fields and alerts to farmers about issues that require attention.
3. Implementing such a smart agriculture system using IoT technologies could help optimize resource use, increase yields, and minimize the impacts of climate change on agricultural production.
Indonesia is currently carrying out an industrial revolution 4.0. This
revolution discusses the application of technology in the industrial sector,
one of which is the agricultural sector. In addition to discussing the
application of technology, this revolution also supports the use of renewable
energy sources and one of them is the application of solar energy. The
application of technology in the agricultural sector is expected to help
farmers in maintaining crops to reduce the possibility of crop failure. The
existence of this statement makes researchers conduct research in the design
and construction of systems with internet of things (IoT) technology and
utilize solar energy sources as energy sources for the system. The IoT
system will utilize the ATmega328P+ESP8266 RobotDyn microcontroller
by utilizing the DHT22, MD0127, soil moisture sensor, and BH1750FVI
sensors and sending data to Thingspeak by utilizing the internet network
with HTTP communication protocols. The system can monitor ecological
factors in gardens with a fairly good degree of accuracy and the utilization of
solar energy can run the system properly.
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.
IoT Based Smart Energy Metering with Blynk Applicationijtsrd
The Internet of Things IoT is a rapidly growing technology that is changing the way we interact with the world around us. One application of IoT technology is the development of smart energy meter systems. This paper presents the design and implementation of an IoT based smart energy meter system that can monitor and track the energy consumption of households and businesses. The system is designed to be cost effective, easy to install, and user friendly. The system is also scalable, which means that it can be used in both small and large scale applications. Siddhesh Barkale | Parmeshawar Jadhav | Sanket Bagul | Shivnath Bhosale "IoT Based Smart Energy Metering with Blynk Application" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-7 | Issue-2 , April 2023, URL: https://www.ijtsrd.com.com/papers/ijtsrd55141.pdf Paper URL: https://www.ijtsrd.com.com/engineering/electrical-engineering/55141/iot-based-smart-energy-metering-with-blynk-application/siddhesh-barkale
Analysis of Electric Power Consumption using Smart Meter DataIRJET Journal
This document proposes an analytical model to analyze electric power consumption using smart meter data. The model consists of two modules: 1) A consumer-oriented module that clusters consumers with similar appliances and analyzes consumption patterns to provide customized recommendations for reducing usage. 2) A predictive module that uses historical consumption data to identify trends and predict future usage or irregularities. The proposed system first collects smart meter data, preprocesses it, then clusters consumers using k-means clustering based on appliance type and number. Consumption profiles are analyzed within each cluster to develop standards and suggest recommendations. Historical data is also used for predictive modeling and outlier detection.
IoT Based Smart Water Monitoring and Distribution System For An ApartmentsYogeshIJTSRD
This document presents a smart water monitoring and distribution system for apartments using IoT. The system addresses water wastage by measuring flow rates and scheduling water supply. It can monitor the quality and quantity of water distributed to households using pH and flow sensors. An Arduino board implements the system using sensors to continuously monitor water levels. The system aims to ensure water quality and reduce wastage using IoT technologies like sensors and cloud-based monitoring. It is intended for use in densely populated residential buildings to survey individual water usage and detect leaks or contamination issues.
Surat Digital Marketing School is created to offer a complete course that is specifically designed as per the current industry trends. Years of experience has helped us identify and understand the graduate-employee skills gap in the industry. At our school, we keep up with the pace of the industry and impart a holistic education that encompasses all the latest concepts of the Digital world so that our graduates can effortlessly integrate into the assigned roles.
This is the place where you become a Digital Marketing Expert.
IRJET - Drip Irrigation in Agricultural Land through Android Mobile ApplicationIRJET Journal
This document summarizes research on using an Internet of Things (IoT) system with wireless sensors and an Android mobile application to monitor and control drip irrigation in agricultural fields. The system collects data on soil moisture, temperature, and other field conditions from sensors. It allows farmers to monitor their fields and irrigation systems from anywhere using their mobile phones. The collected data is stored in a database and used to automate irrigation based on sensor readings to optimize water usage and crop growth while reducing costs for farmers. The system is intended to help farmers increase productivity and yields through remote monitoring of field conditions and precision irrigation control.
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.
A Real-Time IoT Implementation for Efficient Energy ConsumptionIRJET Journal
This document proposes an Internet of Things (IoT) implementation to efficiently monitor home energy consumption. Microcontrollers connected to appliances would measure energy usage data like time of use and wattage. This data is sent to a server and mobile app to alert users when consumption increases tariff rates or exceeds personalized thresholds. The app also calculates appliance-specific costs. A predictive fuzzy model is designed to control overuse of high-energy devices by triggering alarms when consumption exceeds set limits. The system aims to help users reduce electricity bills by making them aware of real-time usage patterns through a low-cost IoT monitoring solution.
IRJET- IoT based Smart Greenhouse Automation SystemIRJET Journal
This document describes an IoT-based smart greenhouse automation system that monitors and controls the greenhouse environment. Sensors measure temperature, humidity, light, pH, and soil moisture. A microcontroller collects the sensor data and sends it to an Android application via cloud computing. The application allows farmers to remotely monitor parameters and control actuators like heaters, fans, and pumps to maintain optimal conditions. The system aims to automate greenhouse monitoring and control to maximize crop yields, reduce costs, and allow remote operation.
IRJET- Smart Meter for Water Utilization using IoTIRJET Journal
This document proposes a smart water meter system using IoT technology to monitor household water consumption. The system uses a water flow sensor connected to a NodeMCU microcontroller to measure the flow rate and quantity of water used. The microcontroller sends this consumption data to the cloud where users can monitor their water usage. This allows charging households based on individual consumption rather than total usage, addressing issues with common meters. The proposed system aims to promote water conservation by providing visibility into water usage.
IRJET- A Review on Smart Energy Meter for Power Consumption Monitoring with O...IRJET Journal
This document reviews smart energy meters that can monitor household power consumption and detect overuse of power. It discusses how energy theft and inefficiencies are problems faced by utilities worldwide. Smart meters that communicate wirelessly can help utilities more accurately measure usage, detect theft, and reduce losses. The document reviews several existing studies on smart meter technologies and wireless sensor networks for power monitoring and control applications in homes. It examines approaches for monitoring consumption data, detecting unauthorized usage, reducing fraud and power wastage, and enabling remote power management through communication with utilities.
IRJET- IOT Based Residence Energy Control SystemIRJET Journal
This document describes an IoT-based home energy control system called RECoS that aims to minimize home energy consumption. The system uses smart sockets connected to appliances via Zigbee communication. It monitors energy usage in real-time and uses a backpropagation neural network algorithm to learn usage patterns and set adaptive energy limits to automatically shut off devices during idle periods. Experimental results found the system could reduce total home energy usage by around 45% per week. The system provides remote monitoring of appliance energy usage via a mobile app and cloud server.
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
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.
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
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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.
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
2. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
22
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
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
3. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
23
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.
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
4. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
24
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.
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
5. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
25
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.
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:
6. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
26
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.
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.
7. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
27
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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8. Advanced Computational Intelligence: An International Journal, Vol.10, No.1/2/3, July 2023
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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.