Atmospheric Particle Online Analysis System Based on Real-Time Technology
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    Abstract:

    For environmental monitoring, the existing online analysis system is difficult to deal with massive atmospheric particle data.In this paper, we propose an atmospheric particle online analysis system based on real-time technologies, which aims to achieve atmospheric particle statistics, concentration change and the source analysis.The system adopts real-time databases to realize real-time capturing, stores massive atmospheric particle data, and solves the massive data problem in environmental monitoring.Besides, to accelerate data analysis and reduce data scale, the system adopts the ART-2a neural network algorithm and logistic regression model.The experiment results prove that the online analysis system could get accurate analysis result within a reasonable time.Besides, the experiment demonstrates the practical significance of our system.

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潘争光,赵奎,王鸿亮,王俊霖.基于实时技术的大气颗粒物在线分析系统.计算机系统应用,2017,26(1):101-105

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History
  • Received:April 26,2016
  • Revised:June 21,2016
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  • Online: January 14,2017
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