On the development of an intelligent system for particulate matter air pollution monitoring, analysis and forecasting in urban regions

M. Oprea, C. Ianache, Sanda Florentina Mihalache, E. Dragomir, D. Dunea, S. Iordache, T. Savu
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引用次数: 19

Abstract

The paper presents details on the development of an intelligent system for particulate matter (PM) air pollution monitoring, analysis and forecasting in two pilot cities, Ploiesti and Targoviste, in selected areas near schools, kindergartens and pediatric hospitals. The main purpose of the system is to provide expert early warnings to protect children with health problems. An in-situ PM10, PM2.5 monitoring network was designed and an online PM2.5 monitoring network is under development for each city. Two case studies of PM air pollution analysis and forecast for the Ploiesti city are described. The PM air pollution analysis, forecasting, and children health impact analysis were made by using techniques from statistics and artificial intelligence.
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城市大气颗粒物污染监测、分析与预报智能系统的研制
本文详细介绍了Ploiesti和Targoviste两个试点城市在学校、幼儿园和儿科医院附近的选定区域开发颗粒物(PM)空气污染监测、分析和预测智能系统的情况。该系统的主要目的是提供专家预警,以保护有健康问题的儿童。设计了PM10、PM2.5现场监测网络,并正在建设各城市PM2.5在线监测网络。介绍了普洛耶斯蒂市的两个PM空气污染分析和预测案例。采用统计学和人工智能技术进行PM空气污染分析、预测和儿童健康影响分析。
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