室内/室外混合工业应用中的颗粒物监测:一个案例研究

Edoardo Giusto, R. Ferrero, F. Gandino, B. Montrucchio, M. Rebaudengo, Mingyang Zhang
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引用次数: 3

摘要

空气污染,特别是由颗粒物造成的空气污染,被认为是一个严重的问题,它正受到越来越多的关注。环境监测不仅局限于拥挤城市的室外环境,也适用于工厂和办公室等室内环境,或建筑工地或一般工业厂房等室内外混合环境。本文介绍了一种符合物联网领域的环境监测系统的实例研究。特别是它适用于室内/室外工业应用侧重于颗粒物测量。为了创建参考模型,使用了尚未在文献中测试过的PM10/PM2.5传感器,Honeywell HPMA115S0-XXX。四个PM10/PM2.5传感器一起使用来测试可重复性。事实证明,这种设备在使用低成本传感器检测污染水平方面是有效的,可以替代昂贵且不便携的专业设备。本文提出的实现能够给出较高的线性回归R值,同时保证了低硬件成本和低功耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Particulate Matter Monitoring in Mixed Indoor/Outdoor Industrial Applications: A Case Study
Air pollution, in particular due to particulate matter, is considered a critical issue, and it is receiving ever growing attention. Environmental monitoring is not limited to the outdoor case in crowded cities, but it is also usefully applied to indoor cases such as factories and offices, or in indoor/outdoor mixed case, such as construction sites or in general industrial plants. This paper describes the case study of an environmental monitoring system, which is compliant with Internet of Things domain. In particular it is suitable for indoor/outdoor industrial applications focused on Particulate Matter measurements. In order to create a reference model, a PM10/PM2.5 sensor not yet tested in literature is used, the Honeywell HPMA115S0-XXX. Four PM10/PM2.5 sensors are used together to test repeatability. This device turned out to be effective in esteeming the level of pollution using low cost sensors, as an alternative to expensive and not portable professional devices. The implementation proposed in this paper is able to give high R values of linear regression, guaranteeing at the same time low cost in terms of hardware and low power consumption.
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