物联网大数据在道路施工质量监控中的应用
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摘要
针对目前道路施工质量监管难、缺乏有效的智能化技术手段等问题,本文研发了一种基于物联网大数据的道路施工质量监控系统,为道路施工质量监管提供了一套有效的解决方案。本文以物联网技术为基础,通过在施工机械上布设大量的温度、速度、GPS、重量、视频等各类传感器,实时采集道路施工过程中各个环节的详细数据,结合大数据分析技术,实现对施工过程的全程监管、自动分析评价及预警,使管理人员及时的发现异常情况或潜在的问题并整改,保证了道路的施工质量。
In view of the current difficulties in road construction quality supervision and the lack of effective intelligent technical means, this paper develops a road construction quality monitoring system based on Internet of Things big data, which provides an effective solution for road construction quality supervision. Based on the Internet of Things technology, this paper collects the detailed data of every link in the road construction process in real time by laying a large number of temperature, speed, GPS, weight, video sensors on construction machinery, and combines with large data analysis technology to realize the whole process supervision, automatic analysis, evaluation and early warning of the construction process, so as to enable managers to discover abnormal situations or potential in time. The problems and corrections ensure the quality of road construction.
In view of the current difficulties in road construction quality supervision and the lack of effective intelligent technical means, this paper develops a road construction quality monitoring system based on Internet of Things big data, which provides an effective solution for road construction quality supervision. Based on the Internet of Things technology, this paper collects the detailed data of every link in the road construction process in real time by laying a large number of temperature, speed, GPS, weight, video sensors on construction machinery, and combines with large data analysis technology to realize the whole process supervision, automatic analysis, evaluation and early warning of the construction process, so as to enable managers to discover abnormal situations or potential in time. The problems and corrections ensure the quality of road construction.
引文
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[9]万玮琳.大数据平台里数据分析工具的设计探讨[J].电子元器件与信息技术,2019,3(1):51-54WAN Wei-lin.Design of Data Analysis Tool in Big Data Platform[J].Electronic Components and Information Technology,2019,3(1):51-54
[10]王超,陈乐言.交通大数据在智能高速公路中的应用分析[J].电子元器件与信息技术,2018,2(12):39-41+45.WANG Chao,CHEN Le-yan.Application analysis of traffic big data in Intelligent Highway[J].Electronic Components and Information Technology,2018,10(12):39-41+45.
[2]刘雷.公路路面施工过程动态质量实时监控技术[J].山西建筑,2014(23):245-246.LIU Lei.Real-time monitoring technology for dynamic quality of highway pavement construction process[J].Shanxi Architecture,2014(23):245-246.
[3]刘丹.基于大数据的工程项目投标决策风险管理研究[D].武汉:武汉科技大学,2016.LIU Dan.Research on Risk Management of Project Bidding Decision Based on Big Data[D].Wuhan:Wuhan University of Science and Technology,2016.
[4]BEAINY F,COMMURI S,ZAMAN M.Asphalt compaction quality control using artificial neural network[C].Proceedings of the49th IEEE Conference in Decision and Control,2010:4643-4648
[5]WASLE E,SEYBOLD J,URQUIJO S,et al.Advanced Galileo navigation system for asphalt fleet machines ASPHALT[C],Satellite Navigation Technologies and European Workshop on GNSS Signals and Signal Processing the 5th ESA Workshop on IEEE,2010:1-7
[6]TROGER M,SEYBOLD J,LYTVYN M,et al.GNSSreceiver for high-precision satellite navigation in the area of road construction[C],Satellite Navigation Technologies and European Workshop on GNSS Signals and Signal Processing the 6th ESA Workshop on IEEE,2012:1-7.
[7]黄声享,曾怀恩.GPS实时监控系统及其在碾压施工中的应用[J].测绘工程,2006,15(3):23-25.HUANG Sheng-xaing,ZENG Huai-en.GPS real-time monitoring system and its application in rolling construction[J].Surveying and Mapping Engineering,2006,15(3):23-25.
[8]李正,林跃,石刚.基于GSM通信的压路机远程监控系统实现[J].工程机械,2005,36(7):5-8.LI Zheng,LIN Yue,SHI Gang.Realization of Roller Remote Monitoring System Based on GSM Communication[J].Construction Machinery,2005,36(7):5-8.
[9]万玮琳.大数据平台里数据分析工具的设计探讨[J].电子元器件与信息技术,2019,3(1):51-54WAN Wei-lin.Design of Data Analysis Tool in Big Data Platform[J].Electronic Components and Information Technology,2019,3(1):51-54
[10]王超,陈乐言.交通大数据在智能高速公路中的应用分析[J].电子元器件与信息技术,2018,2(12):39-41+45.WANG Chao,CHEN Le-yan.Application analysis of traffic big data in Intelligent Highway[J].Electronic Components and Information Technology,2018,10(12):39-41+45.