基于Flink的船舶大气污染物排放实时计算平台

Juan Zhang, P. Tang, Taizhi Lv
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引用次数: 0

摘要

水运是现代交通运输系统的重要组成部分,也是大气污染的重要来源。船舶造成的内河、港口和沿海地区的空气污染日益严重。船舶大气污染物排放的实时计算和预警可以为相关部门的快速决策提供依据。为实现大气污染物排放的实时监测,提出了大气污染物排放实时计算平台。该平台基于自动识别系统(AIS)数据,采用动态功率法计算船舶大气污染。计算是通过Flink的流计算实现的。该平台利用AIS数据的动态性和Flink的实时性,提高了船舶大气污染物排放的估计精度。为蓝天保卫战提供了数据支撑。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A real-time calculation platform of ship air pollutant emission based on Flink
Water transportation is not only an important part of the modern transportation system, but also an important source of air pollution. The air pollution in inland rivers, ports and coastal areas caused by ships is becoming increasing serious. Real-time calculation and early-warning of air pollutant emissions from ships can provide a basis of rapid-decision-making for relevant departments. To realize a real-time monitoring of air pollutant emission, a real-time calculation platform of air pollutant emission is proposed. This platform uses dynamic power method to calculate the ship air pollution based on the automatic identification system (AIS) data. The calculation is implemented by the stream computing of Flink. By taking advantage of the dynamization of the AIS data and real-time performance of Flink, this platform can improve the estimation of the ship air pollutant emission. It provides the data supporting for the blue-sky defense war.
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