scholarly journals IoT based Home Automation System with Pattern Recognition

2019 ◽  
Vol 8 (2) ◽  
pp. 3925-3929 ◽  

Automation has numerous applications. This paper proposes a home automations system which can be effectively used to control and monitor home appliances using the internet. Due to its various advantages, home automation is gaining more and more popularity day by day because of its ability to ensure security and make life much easier. In the system, arduino will be interfaced with multiple sensors that can measure temperature & humidity, light, motion, and so on. The data collected by the various sensors is stored and a pattern analysis is done on the stored data which tells the user at which time the appliances are usually on or off so that they can be automatically controlled without any human intervention by observing the regular usage pattern. The user can also turn on/off any appliance remotely using the internet.

Author(s):  
Akshad Patel

In this era of automation innovation, life is getting less demanding, simpler and the world is getting smarter. IoT gives us the power of internet, data processing and analytics to handle or control the real world. All the day to day entities can take instructions or data from the internet to function without human intervention. Home automation is the automatic control of the electronic home appliances i.e. these appliances along with being controlled manually by switches, can also be controlled through mobiles, laptops and human voice. To accomplish this, AWS IoT core has been used that allows connection of multiple devices on internet without the need of servers. Along with AWS, ESP8266 module is used which helps connect all appliances to the internet along with all the other sensors. Python programming language is used to enable voice control.


Author(s):  
Ranjan Navin

Abstract: The Internet of Things (IoT) is the most recent technology platform. We may regulate our daily routine work, such as home applications, control, and simple communication systems, using IOT, and improve our digital services. The Internet of Things (IoT) is a system that intelligently adds everyday content information to the internet in order to facilitate communication between objects and humans, as well as among themselves. In this study, we demonstrate how IoT can improve home automation. The relay, Node MCU, which is a network access component, is used in our suggested system. We can control that equipment using an IoT-based system technique. Mobile phones, computers, and tablets are used as user interfaces in home automation systems. They can connect to the home automation network through a wireless internet connection. The user will interact with the system directly via the control interface, while home appliances will be controlled remotely via a mobile app. An additional aspect of the home automation system is that it may be protected remotely. This redesigned design concept provided a home automation system that could be controlled efficiently. Keywords: IOT, home automation, smart home, relay, response time, Node MCU (ESP8266)


2022 ◽  
Vol 2022 ◽  
pp. 1-22
Author(s):  
Olutosin Taiwo ◽  
Absalom E. Ezugwu ◽  
Olaide N. Oyelade ◽  
Mubarak S. Almutairi

Security of lives and properties is highly important for enhanced quality living. Smart home automation and its application have received much progress towards convenience, comfort, safety, and home security. With the advances in technology and the Internet of Things (IoT), the home environment has witnessed an improved remote control of appliances, monitoring, and home security over the internet. Several home automation systems have been developed to monitor movements in the home and report to the user. Existing home automation systems detect motion and have surveillance for home security. However, the logical aspect of averting unnecessary or fake notifications is still a major area of challenge. Intelligent response and monitoring make smart home automation efficient. This work presents an intelligent home automation system for controlling home appliances, monitoring environmental factors, and detecting movement in the home and its surroundings. A deep learning model is proposed for motion recognition and classification based on the detected movement patterns. Using a deep learning model, an algorithm is developed to enhance the smart home automation system for intruder detection and forestall the occurrence of false alarms. A human detected by the surveillance camera is classified as an intruder or home occupant based on his walking pattern. The proposed method’s prototype was implemented using an ESP32 camera for surveillance, a PIR motion sensor, an ESP8266 development board, a 5 V four-channel relay module, and a DHT11 temperature and humidity sensor. The environmental conditions measured were evaluated using a mathematical model for the response time to effectively show the accuracy of the DHT sensor for weather monitoring and future prediction. An experimental analysis of human motion patterns was performed using the CNN model to evaluate the classification for the detection of humans. The CNN classification model gave an accuracy of 99.8%.


2020 ◽  
Author(s):  
Ninad Mehendale ◽  
Avi Shah ◽  
Rohan Senghani ◽  
Nirav Patel

<p>As technology is advancing so house are also getting smarter. Modern houses are gradually shifting from convectional switches to centralized control system, involving remote control switches. Presently, convectional wall switches located in different parts of the house makes it difficult for user to go near them to operate. Even it becomes more difficult for elder people and for physically handicap people to do so.</p> <p>Internet of Things (IoT) conceptualizes the idea of remotely connecting and monitoring real world objects through the Internet. When it comes to our house, this concept can be aptly incorporated to make it smarter, safer and automated. It is a concept where each device is assign to an IP address and through that IP address anyone makes that device identifiable on internet. The Internet is an evolving entity. It started as the Internet of Computers. Research studies have forecast an explosive growth in the number of things or devices that will be connected to the Internet. The resulting network is called the Internet of Things (IoT). IoT is having the potential to change the lifestyle of peoples. In day today’s life, people prefer more of automatic systems rather than any manual systems. The major elements of IoT based home automation system are Raspberry pi and the Relay along with their driving circuitry. Home automation can be defined as a mechanism removing as much human interaction as technically possible and desirable in various domestic processes and replacing them with programmed electronic systems.</p> <p>This project is intended to construct a home automation system that uses any mobile device to control the home appliances. This home automation system is based on IoT. Home automation is very exciting field when it uses new technologies like Internet of Things. Raspberry pi is credit card size computer. Raspberry pi supports large number of peripherals. Raspberry pi is having different communication media like Ethernet port, HDMI port, USB port, Display Serial Interface, Camera Serial Interface, Bluetooth, Bluetooth low energy. It allows to control number of home appliances simultaneously.<b><br> </b><b></b></p>


2020 ◽  
Author(s):  
Ninad Mehendale ◽  
Avi Shah ◽  
Rohan Senghani ◽  
Nirav Patel

<p>As technology is advancing so house are also getting smarter. Modern houses are gradually shifting from convectional switches to centralized control system, involving remote control switches. Presently, convectional wall switches located in different parts of the house makes it difficult for user to go near them to operate. Even it becomes more difficult for elder people and for physically handicap people to do so.</p> <p>Internet of Things (IoT) conceptualizes the idea of remotely connecting and monitoring real world objects through the Internet. When it comes to our house, this concept can be aptly incorporated to make it smarter, safer and automated. It is a concept where each device is assign to an IP address and through that IP address anyone makes that device identifiable on internet. The Internet is an evolving entity. It started as the Internet of Computers. Research studies have forecast an explosive growth in the number of things or devices that will be connected to the Internet. The resulting network is called the Internet of Things (IoT). IoT is having the potential to change the lifestyle of peoples. In day today’s life, people prefer more of automatic systems rather than any manual systems. The major elements of IoT based home automation system are Raspberry pi and the Relay along with their driving circuitry. Home automation can be defined as a mechanism removing as much human interaction as technically possible and desirable in various domestic processes and replacing them with programmed electronic systems.</p> <p>This project is intended to construct a home automation system that uses any mobile device to control the home appliances. This home automation system is based on IoT. Home automation is very exciting field when it uses new technologies like Internet of Things. Raspberry pi is credit card size computer. Raspberry pi supports large number of peripherals. Raspberry pi is having different communication media like Ethernet port, HDMI port, USB port, Display Serial Interface, Camera Serial Interface, Bluetooth, Bluetooth low energy. It allows to control number of home appliances simultaneously.<b><br> </b><b></b></p>


2020 ◽  
Author(s):  
Tanweer Alam ◽  
Abdulrahman A. Salem ◽  
Ahmad O. Alsharif ◽  
Abdulaziz M. Alhujaili

The home automation system is indeed a system that offers a mobile application to monitor it through the smartphone or tablet. It can control home appliances like light, fans, air conditions, and smart security locks, etc. Bluetooth or Wi-Fi is used for remote control of things. Smart home is essentially how it looks: automating with such an easy touch of a button or a voice command the ability to manage things across the home. Several operations were both simple and extremely low-cost, such as setting up a light to turn on and off at the time of your moment. Others need much more money and resources, including advanced spy cameras. Some people thought that technology is taking a really huge part of our lives. It does! we’re living in a modern generation where smart and intelligent systems are necessary to be there wherever we are to make our lives easier and much better, for example, we can do many things faster, better, and more accurate.


Author(s):  
Sachin Gupta

Abstract: With the expansion of Automation technology, life is getting simpler and easier altogether aspects. In the present world, Automatic systems are dominant over manual systems. The rapid increase within the number of users of the internet over the past decade has made the Internet a neighborhood and parcel of life, and IoT is that the latest and emerging internet technology. The Internet of things could also be a growing network of everyday object-from industrial machines to a commodity that can share information and complete tasks while you're busy with other activities. Wireless Home Automation system using IoT could also be a system that uses computers or mobile devices to manage standard home functions and its features automatically through the web from anywhere around the globe, an automatic house is sometimes called a sensible home. It is meant to save a plethora of electrical power and human (manual) energy. The home automation system differs from another system by admitting the user to figure the system from anywhere around the world through an online connection (internet). In this paper, we present a Home Automation system using Blynk Community that employs the mixing of cloud networking, wireless communication, to supply the user with a remote of various appliances within their home and storing the data logs in the cloud. This system is meant to be low cost and expandable allowing a spread of devices to be controlled. Keywords: IoT, Home Automation, NodeMCU, Blynk App, Relay Module


2019 ◽  
Vol 8 (2S11) ◽  
pp. 2590-2592

Home automation is an automated system created specifically to facilitate the work of humans, especially at home. Home Automation connects electronic devices to each other in a home that is integrated using the internet network and allows it to be controlled via android smartphone and web client (server). On android smartphone installed applications that have been connected with Arduino microcontroller and Ethernet shield. In this research for controlling or retrieving data via Ethernet network the easiest is Arduino serve as server and we can request and arrange data through web client or android application then data will be sent using protocol User Datagram Protocol (UDP). So to control the electronic devices can be done from a considerable distance as long as connected to the internet.


Nowadays, the Internet of Things (IoT) becomes ubiquitous in engineering field and is perceived as paradigms for applications such as a home automation system where data can be exchanged and shared easily across the Internet. This project focuses on the implementation of the home automation system with Telegram using Wireless-Fidelity (Wi-Fi) network access on any smart-phone and laptop devices. It is highly beneficial for elderly, physically-challenged people and travellers to control home appliances effortlessly. This system aims to solve the limitation faced by the technology used in the existing home automation system such as Bluetooth -distance issue, Global Standard for Mobile Communication (GSM) – cost issue and Zigbee – power and bandwidth constraint. In fact, this system provides an interactive graphical user interface (GUI) on both web and Telegram platform where data can be interchanged and synchronized between both GUI in which sensor’s readings and status of home appliances can be monitored and manipulated consistently. The analytical findings based on temperature sensor’s accuracy and system latency showed that the performance of the system is viable, and the system proved to be more prominent than other home automation systems.


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