scholarly journals State Dependency to Optimize Access of Home Appliances using Remote Control

2018 ◽  
Vol 7 (2.32) ◽  
pp. 381
Author(s):  
Dr Vijaya Sri Kompalli ◽  
K Sandhya ◽  
K Asritha Thanmai ◽  
D Siva Sree
Keyword(s):  
Remote Control ◽  
Smart Home ◽  
State Dependency ◽  
Home Appliances ◽  
The Status ◽  
Multiple Devices ◽  
Remote Controller ◽  
Iot Devices ◽  
Save Energy

Internet of Things (IoT) is a combination of hardware and software technology that produces trillions of data by connecting multiple devices and sensors with the cloud and computing and accessing the required data through intelligent means of connecting and utilizing various tools. With numerous connected devices and appliances, the smart home is one of the emphasized areas of IoT. Smart home concept deals with inter connecting the working of multiple devices using IoT. In view of this, multiple home appliances are operated using the common remote controller access. When IoT devices are meant to operate based on remote control there is an immense role of identifying the state dependencies of various devices. If one device is in ON state, then it will show the status of other devices also whether to be in ON state or OFF state or choice of none of devices to be in state of ON or OFF. Till now, state dependencies of devices in home appliances are manually identified. Therefore, in order to control devices of home appliances with in a precise location, a design issue based on identification of state dependencies by using graph matrices for multiple devices can be made for better utilization to save energy and also to restrict the unnecessary access of devices.  

scholarly journals IoT Traffic: Modeling and Measurement Experiments

IoT ◽  
2021 ◽  
Vol 2 (1) ◽  
pp. 140-162
Author(s):  
Hung Nguyen-An ◽  
Thomas Silverston ◽  
Taku Yamazaki ◽  
Takumi Miyoshi
Keyword(s):  
Smart Home ◽  
Large Scale ◽  
Traffic Modeling ◽  
The Novel ◽  
Network Behavior ◽  
Performance Accuracy ◽  
Traffic Generator ◽  
Multiple Devices ◽  
Iot Devices ◽  
The Internet Of Things

We now use the Internet of things (IoT) in our everyday lives. The novel IoT devices collect cyber–physical data and provide information on the environment. Hence, IoT traffic will count for a major part of Internet traffic; however, its impact on the network is still widely unknown. IoT devices are prone to cyberattacks because of constrained resources or misconfigurations. It is essential to characterize IoT traffic and identify each device to monitor the IoT network and discriminate among legitimate and anomalous IoT traffic. In this study, we deployed a smart-home testbed comprising several IoT devices to study IoT traffic. We performed extensive measurement experiments using a novel IoT traffic generator tool called IoTTGen. This tool can generate traffic from multiple devices, emulating large-scale scenarios with different devices under different network conditions. We analyzed the IoT traffic properties by computing the entropy value of traffic parameters and visually observing the traffic on behavior shape graphs. We propose a new method for identifying traffic entropy-based devices, computing the entropy values of traffic features. The method relies on machine learning to classify the traffic. The proposed method succeeded in identifying devices with a performance accuracy up to 94% and is robust with unpredictable network behavior with traffic anomalies spreading in the network.

Home Automation and Security System Using Internet of Things

2022 ◽  
pp. 780-802
Author(s):  
Mahesh Kushwah ◽  
Rajneesh Rani
Keyword(s):  
Internet Of Things ◽  
Mobile App ◽  
Everyday Objects ◽  
Video Footage ◽  
Home Appliances ◽  
Visually Impaired People ◽  
Web Camera ◽  
The Status ◽  
Save Energy ◽  
The Web

The internet of things (IoT) is viewed as something that connects everyday objects like smart TV and smart phones. Automation is the future of human civilization. It's like operating various devices and machinery with minimum or no human intervention. In this chapter, home appliances and other electronic devices are proposed to be controlled over internet with the help of website or smartphone. Speech recognition technology has been implemented in this chapter which will help complete or partially visually impaired people or persons with physical disability. Smart CCTV concept has been developed in this chapter which will allow to operate the web camera whenever it detects motion and sleep at other times which will save energy as well as storage unlike current CCTV scenario. Also, smart CCTV captures images and video footage and provides the real-time status of the place via a registered email address, website, and mobile app. If you are outside, you can check the status of your home and be in line with it, and you will activate the home appliances from the web site and through speech.

scholarly journals Definitions and Attributes of Smart Home Appliances

2019 ◽  
Vol 1 (1) ◽  
pp. 2071-2080
Author(s):  
Sojung Kim ◽  
Joon Sang Baek
Keyword(s):  
Smart Home ◽  
Smart Homes ◽  
Mapping Method ◽  
Point Of View ◽  
Current Status ◽  
Home Appliances ◽  
Development Professionals ◽  
External Stakeholders ◽  
The Status ◽  
Smart Home Appliances

AbstractThe status of Smart Home Appliances (SHAs) in the smart home industry has been raised as major components of a smart home. To design a good SHA, diverse stakeholders in the smart home ecosystem need to have a common understanding of smart homes and SHAs. However, the studies on what they are, especially those reflecting practitioners’ point of view, have been scarce.In this research, we conducted systematic literature reviews and practitioner interviews using the concept mapping method to identify the attributes of SHAs depending both on academia and industry. In addition, we suggest a framework of the smart home ecosystem which describes how those attributes are revealed in the relationships among SHAs, users, and external stakeholders.Since all of the interviewees are Korean SHA development professionals, the findings from this research could have been limited to the current status of the Korean SHA industry. Nonetheless, we expect that this research would contribute to building a consensus on what smart homes and SHAs are and provide the designers and developers of SHAs with systematic perspectives on smart homes.

scholarly journals Intelligent Optimization Mechanism Based on an Objective Function for Efficient Home Appliances Control in an Embedded Edge Platform

Electronics ◽  
2021 ◽  
Vol 10 (12) ◽  
pp. 1460
Author(s):  
Rongxu Xu ◽  
Wenquan Jin ◽  
Yonggeun Hong ◽  
Do-Hyeun Kim
Keyword(s):  
Machine Learning ◽  
Cloud Computing ◽  
Energy Consumption ◽  
Objective Function ◽  
Smart Home ◽  
Edge Computing ◽  
Rule Based ◽  
Home Appliances ◽  
Iot Devices ◽  
Optimization Mechanism

In recent years the ever-expanding internet of things (IoT) is becoming more empowered to revolutionize our world with the advent of cutting-edge features and intelligence in an IoT ecosystem. Thanks to the development of the IoT, researchers have devoted themselves to technologies that convert a conventional home into an intelligent occupants-aware place to manage electric resources with autonomous devices to deal with excess energy consumption and providing a comfortable living environment. There are studies to supplement the innate shortcomings of the IoT and improve intelligence by using cloud computing and machine learning. However, the machine learning-based autonomous control devices lack flexibility, and cloud computing is challenging with latency and security. In this paper, we propose a rule-based optimization mechanism on an embedded edge platform to provide dynamic home appliance control and advanced intelligence in a smart home. To provide actional control ability, we design and developed a rule-based objective function in the EdgeX edge computing platform to control the temperature states of the smart home. Compared to cloud computing, edge computing can provide faster response and higher quality of services. The edge computing paradigm provides better analysis, processing, and storage abilities to the data generated from the IoT sensors to enhance the capability of IoT devices concerning computing, storage, and network resources. In order to satisfy the paradigm of distributed edge computing, all the services are implemented as microservices. The microservices are connected to each other through REST APIs based on the constrained IoT devices to provide all the functionalities that accomplish a trade-off between energy consumption and occupant-desired environment setting for the smart home appliances. We simulated our proposed system to control the temperature of a smart home; through experimental findings, we investigated the application against the delay time and overall memory consumption by the embedded edge system of EdgeX. The result of this research work suggests that the implemented services operated efficiently in the raspberry pi 3 hardware of IoT devices.

Home Automation and Security System Using Internet of Things

2019 ◽  
pp. 235-258
Author(s):  
Mahesh Kushwah ◽  
Rajneesh Rani
Keyword(s):  
Internet Of Things ◽  
Mobile App ◽  
Everyday Objects ◽  
Video Footage ◽  
Home Appliances ◽  
Visually Impaired People ◽  
Web Camera ◽  
The Status ◽  
Save Energy ◽  
The Web

The internet of things (IoT) is viewed as something that connects everyday objects like smart TV and smart phones. Automation is the future of human civilization. It's like operating various devices and machinery with minimum or no human intervention. In this chapter, home appliances and other electronic devices are proposed to be controlled over internet with the help of website or smartphone. Speech recognition technology has been implemented in this chapter which will help complete or partially visually impaired people or persons with physical disability. Smart CCTV concept has been developed in this chapter which will allow to operate the web camera whenever it detects motion and sleep at other times which will save energy as well as storage unlike current CCTV scenario. Also, smart CCTV captures images and video footage and provides the real-time status of the place via a registered email address, website, and mobile app. If you are outside, you can check the status of your home and be in line with it, and you will activate the home appliances from the web site and through speech.

scholarly journals An IoT Platform Based on Microservices and Serverless Paradigms for Smart Farming Purposes

Sensors ◽  
2020 ◽  
Vol 20 (8) ◽  
pp. 2418 ◽  
Author(s):  
Sergio Trilles ◽  
Alberto González-Pérez ◽  
Joaquín Huerta
Keyword(s):  
Physical World ◽  
Third Parties ◽  
Wine Production ◽  
Iot Platform ◽  
Large Numbers ◽  
Smart Farming ◽  
Comprehensive Performance ◽  
The Status ◽  
Iot Devices

Nowadays, the concept of “Everything is connected to Everything” has spread to reach increasingly diverse scenarios, due to the benefits of constantly being able to know, in real-time, the status of your factory, your city, your health or your smallholding. This wide variety of scenarios creates different challenges such as the heterogeneity of IoT devices, support for large numbers of connected devices, reliable and safe systems, energy efficiency and the possibility of using this system by third-parties in other scenarios. A transversal middleware in all IoT solutions is called an IoT platform. the IoT platform is a piece of software that works like a kind of “glue” to combine platforms and orchestrate capabilities that connect devices, users and applications/services in a “cyber-physical” world. In this way, the IoT platform can help solve the challenges listed above. This paper proposes an IoT agnostic architecture, highlighting the role of the IoT platform, within a broader ecosystem of interconnected tools, aiming at increasing scalability, stability, interoperability and reusability. For that purpose, different paradigms of computing will be used, such as microservices architecture and serverless computing. Additionally, a technological proposal of the architecture, called SEnviro Connect, is presented. This proposal is validated in the IoT scenario of smart farming, where five IoT devices (SEnviro nodes) have been deployed to improve wine production. A comprehensive performance evaluation is carried out to guarantee a scalable and stable platform.

Research of the Status of Electrical Energy in Energy Consumption in China

2014 ◽  
Vol 701-702 ◽  
pp. 1369-1375 ◽  
Author(s):  
Yong Li Wang ◽  
Dan Shi ◽  
Li Shan Fan ◽  
Ji Qiong Han
Keyword(s):  
Energy Consumption ◽  
Electrical Energy ◽  
Energy Status ◽  
Consumption Structure ◽  
The Status ◽  
Final Energy Consumption ◽  
End Use ◽  
Save Energy ◽  
Structure Research

Nowadays, energy consumption has been to be one of the biggest problems in China. It is very important to increase proportion of electric power among the end-use energy market for optimization of end-use energy consumption structure. Research on the status of electrical energy in energy consumption for China is a critical method to improve its development. In this paper, it analyses the electrical energy status in the industry energy consumption from 1995 to 2010. Secondly, status of electrical energy in the final energy consumption has been researched deeply. Finally, it analyses the role of electrical energy in energy consumption according to the curve of data from 1995 to 2010, gives some suggestions for optimization of the energy consumption structure so that save energy.

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