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Design And Implementation Of A High-concurrency Intelligent Water Management System

Posted on:2020-05-10Degree:MasterType:Thesis
Country:ChinaCandidate:S B LiFull Text:PDF
GTID:2392330596987360Subject:EngineeringˇComputer Technology
Abstract/Summary:PDF Full Text Request
Water is one of the most important substances on earth.The history of human civilization is also the history of human adaptation,utilization and transformation of water resources.Although the water resources on the earth are very rich,the fresh water resources available for direct use by humans are very scarce.The problem of water shortage is particularly prominent in China,and the distribution of water resources in China is extremely unbalanced.The pollution of water bodies is more serious.The management of water resources in many areas is relatively backward.In this context,how to standardize and intelligently manage existing water resources is a very important issue.In order to solve this problem,this paper designs and implements a highly concurrent intelligent water management system.The system is mainly based on the SpringBoot framework,which consists of three parts: WEB service module,WeChat applet module and prediction algorithm module.The three modules are designed and implemented separately.(1)The WEB service module adopts the more mature Spring and MySQL solutions,which greatly improves the stability of the system.(2)The WeChat applet module is oriented to ordinary water users.The system uses the Redis non-relational database for caching in the background,which improves the concurrency performance of the whole system.(3)The choice of prediction algorithm is compared with the ARIMA model and the SARIMA model to predict the data.Finally,the better SARIMA model is used as the prediction model of the prediction algorithm module.
Keywords/Search Tags:SpringBoot, Redis, WeChat applet, Time series prediction, SARIMA
PDF Full Text Request
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