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Study On Intelligent Iot System Of Aging Buildings Health Monitoring Based On Cloud Platform

Posted on:2021-05-11Degree:MasterType:Thesis
Country:ChinaCandidate:T WuFull Text:PDF
GTID:2392330611454372Subject:Architecture and civil engineering
Abstract/Summary:PDF Full Text Request
In recent years,the security problems of old houses in China have become increasingly prominent.With the maturity of new technologies such as national smart sensors,Internet of Things,and cloud computing technologies,faced with the new requirements of intelligent,active,real-time and efficient monitoring of old house health,and New challenges in the calculation,storage and visual management of massive heterogeneous monitoring data and information,the intelligent monitoring of old house health based on the integration of Internet of Things and cloud computing technology has become a development trend,and will help the construction of smart cities in the future.First of all,this paper analyzes the current situation of China's housing safety inspection and assessment,summarizes the current problems of comprehensive management of old houses,studies the general architecture and system design principles of the Internet of Things,and draws on its relevant experience in various application fields to propose old house health The overall architecture of the intelligent monitoring system,and through the study of the main characteristics of cloud computing technology,analysis of big data processing strategies and cloud computing task deployment,to explore the Internet of Things monitoring system on the cloud.Then,through a field survey of the safety status of old houses in Zhejiang Province and many counties and cities in Guangdong,the main damage characteristics and damage incentives of old houses in China are summarized and summarized,so as to carry out the functional monitoring of the intelligent monitoring Internet of Things system.design.Aiming at the problems of inclination,settlement and cracks in the main structure of old houses,a sensor monitoring system for old houses based on the Internet of Things is designed to realize automatic collection of monitoring data and low power consumption,real-time transmission,and low-cost,real-time dynamic old New requirements for intelligent monitoring of house health.Faced with various problems such as aging,hidden safety hazards,and improper use of humans in old houses,and compared with the limitations of traditional manual inspection methods,industrial grade smart machines and inspection app software task-driven old weredesigned.The house intelligent inspection APP system realizes paperless,efficient,convenient and comprehensive house safety intelligent inspection,and uses wireless transmission network and Baidu map positioning function to meet the real-time update of inspection tasks and information and the place where inspection work is carried out Effective supervision requirements.Then,it analyzes the complementary and mutual promotion of the function and monitoring effect of the old house sensor monitoring system and the intelligent inspection APP system to achieve organic integration and go to the cloud,drawing on the key technologies in Alibaba Cloud to realize the old house health intelligent monitoring system.Cloud platform deployment allows monitoring agencies to better solve the problems of analysis,processing,and storage of massive heterogeneous monitoring data and information.And designed a post-processing workflow for monitoring data based on batch computing application modules on the cloud.With the help of python software tools,preprocessing and time series analysis and prediction and post-processing of real-time monitoring historical data such as tilting have improved the use value of monitoring data,and realized the automatic processing of massive monitoring data information in the intelligent monitoring system on the cloud,which is helpful to improve Monitoring and early warning effect of old houses.Finally,a monitoring center was built for the housing management department of the multi-city and county government in Zhejiang Province to initially realize the visual management and application of the old house health intelligent monitoring cloud platform system,combined with measures such as three-level early warning and early warning response plan,which has greatly improved the government's The safety supervision and governance capabilities of urban old houses have ensured the safety of urban residents' personal property.
Keywords/Search Tags:old houses, real-time health monitoring, Internet of Things system, cloud computing, data mining
PDF Full Text Request
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