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The Design And Implementation Of Intelligent Home Analytic Control System Based On Cloud Platform

Posted on:2018-01-04Degree:MasterType:Thesis
Country:ChinaCandidate:H F LuFull Text:PDF
GTID:2348330533455375Subject:Software engineering
Abstract/Summary:PDF Full Text Request
With the development of technology and society,the traditional home lifestyle is not consistent with the needs of fast-paced social life in today,smart home that based on Internet of things has emerged as the times require,and it is developing rapidly,it is applied deeply towards networking,informationization,intelligent multi-functional direction.Intelligent home analytic control system based on cloud platform can remotely monitor the home situation through a smart phone;It can realize the control and management of home appliances;It can automatically adjust the indoor temperature,humidity,light and curtain according to the parameters such as temperature,light and CO2 concentration;It can analyze the historical data collected by the smart home platform to summarizes the user's daily habits and mode of operation.Therefore,the emergence of smart home mobile platform will accelerate the development of smart home,promote the formation of intelligent life,and change people's daily habits.Compared with the traditional smart home system,the cloud platform of the system can meet the simultaneous monitoring of multiple users.It can store the analysis of massive data acquisition by cloud platform,to provide more intelligent and personalized service to users.It can provide services of mobile client and web client,which greatly expands the practicality and portability of smart home.It can through the cloud platform for smart home network services for unified management and maintenance,which not only ensures the security of user data,but also reduces the cost of labor and maintenance of traditional smart home.Firstly,this paper introduces the research status of intelligent home and the advantages of cloud platform technology both here and abroad,on the basis of the above research,this paper presents an intelligent home control system based on cloud platform;Secondly,through implementation techniques and demand analysis of the system research,the system is mainly composed of three parts: the intelligent gateway client,the server and the control terminal.And through the Internet of things,the Internet and mobile Internet cooperate with cloud services which are deployed on the cloud platform,these constitute an intelligent,information-based home system.The client mainly through the Zig Bee protocol to connect with all kinds of sensors in order to achieve data acquisition and instruction;The server is mainly used to store environment data,realize data transmission and analysis.It mainly runs in the cloud platform,and realizes the data transmission between the terminal and the client through the internet.At the same time,it can also be used to analyze and process these data by using the fast and large scale data computing engine Spark to get the user behavior patterns and store them in the database of the cloud platform.And these behavior patterns will be used as the basis of intelligent home system;The control terminal is divided into two types of web terminal and mobile terminal,the web terminal mainly for computer users,the mobile terminal for mobile phone users,through the combination of these greatly expand the operating environment and control form of intelligent home,enhance the usability and real-time,which is an important part of the system.Then this paper introduces the core functions and the detailed design of the system,it explains the network communication module,database logical structure and data analysis module.At the same time,this paper uses the program flow chart to illustrate the realization principle of the control terminal,including login,registration,environmental monitoring,household control,automatic control,data visualization and network chat;Finally,this paper describes the deployment of the whole system and the operation and testing of each module of the control terminal,then practical value and future development trend of the whole system are summarized.
Keywords/Search Tags:Cloud platform, Smart home, Spark, Android
PDF Full Text Request
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