Design And Validation Of The Intelligence Appliances Management Model Based On The Internet Of Things

Intelligence appliance appears in order to facilitate the users, and the intelligenceappliance provides intelligent control of appliance for users, but connection betweenappliance and other products can’t be achieved. The generation of the Internet ofthings technology can solve the problem exactly right, so intelligence appliancesbased on the Internet of things is an important research field. But there are so manykinds of appliance and the application requirement is various. In order to achieve theversatility, management model of the intelligence appliance based on the Internet ofthings is proposed in this paper. Developers can extract relevant functions andinterface to achieve application program.Firstly, consult relevant literature to study key technology of the Internet ofThings, and introduce the various core technology of the Internet of Things, includingsensing technology, network technology and computing technology. The sensingtechnology includes RFID technology, two-dimensional code technology, sensortechnology, camera, GPS, etc.; the network technology includes3G, Wi-Fi, Bluetooth,Access network and so on; the computing technology mainly refers to mass dataprocessing technologies, including data mining and data pushing. On the issue of datamining, improved SPRINT algorithm is used, and Widrow-Hoff neural networkmulti-indicators pushing algorithm is used for data pushing, the algorithm can getaccurate push results.Then analyze the new requirements of intelligent appliances, propose themanagement model of intelligent appliances, and introduce the application of avariety of technology in Internet of Things to the model. The manage model ofintelligent appliances based on the Internet of Things includes perception layer,network layer, application layer and cloud platform. The perception layer collectsbasic data from appliances, and the network layer is responsible for data transmission,and the application layer is to describe various functional applications. The cloud platform mainly process massive data and mine user preferences and provide userswith pushing data.After extensive researching in the management model of intelligent appliances,abstract interface of the core technology to achieve the functions of each layer,including Intelligent sensing interface (RFID interface, two-dimensional codeinterface), network interconnection interface (Web-Service communication, Socketcommunication, Http communication, etc.), data processing interface (improvedSPRINT interface, Widrow-Hoff neural network multi-indicator pushing algorithm)and data sharing interface. Users can use corresponding interface of the modeldirectly to develop application.Lastly, this paper uses refrigerator as a kind of typical appliances, use the foodmanagement as key application, to develop application based on the model. Extractthe corresponding part of the model, use the relevant part of the interface, in order toachieve validation of the model. The results of the system design and developmentshows that the model has good applicability and is helpful to the applicationdevelopment in intelligent home appliances.The main innovation of this paper is the application of Internet of Thingstechnology into the intelligent appliances field, and proposing the management modelof intelligent appliance based on the Internet of Things on the basis of the architectureof the Internet of Things, and extracting the core interface, which will be greatreferences for the developers. The cloud platform in the management model ofintelligent appliance can analyze user preferences and push data to user throughmassive data processing technology, and algorithms are also improved in this paper.