用于那格浦尔市空气污染监测的物联网 (IoT) 系统设计、自动数据收集框架和嵌入式软件开发

IF 2.2 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES
Anju Bajpai, T. P. Girish Kumar, G. Sreenivasan, S. K. Srivastav
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引用次数: 0

摘要

在智能计算、边缘计算和机器智能时代,物联网(IoT)在建立超连接、经济高效的环境监测基础设施方面发挥着更大的作用。随着城市化水平的提高和那格浦尔等快速发展城市人口密度的增加,需要对空气污染的增加进行监测。这就需要建立污染监测系统网络,对城市的污染情况进行实时时空分析。这种已建立的网络是了解不同城市条件下污染源的关键。要监测和管理空气污染物,必须在多个地方设立监测站。虽然商业污染监测站已经存在,但数量有限。在这项研究中,我们尝试使用基于金属氧化物半导体的气体传感器与 ATMEGA 328P 微控制器集成,开发并实施一个物联网设备网络。人们发现,商用系统耗费空间、能源和成本。所开发的污染监测系统体积小巧、成本效益高、不依赖网络和能源,因此很容易复制。本研究讨论了在那格浦尔大都市开发和实施由 10 个智能物联网传感器组成的网络。所开发的智能空气污染监测系统将物联网技术与实时污染监测系统相结合。该系统可同时测量和监测温度、湿度以及一氧化碳、臭氧、二氧化碳、二氧化硫、PM2.5 和氧化亚氮的污染物浓度。这项研究旨在支持可持续发展目标(SDG11),该目标旨在通过改善空气质量来减少城市对环境的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

System Design, Automatic Data Collection Framework and Embedded Software Development of Internet of Things (IoT) for Air Pollution Monitoring of Nagpur Metropolis

System Design, Automatic Data Collection Framework and Embedded Software Development of Internet of Things (IoT) for Air Pollution Monitoring of Nagpur Metropolis

In the era of smart computing, edge computing, and machine intelligence, the Internet of Things (IoT) is playing a greater role in establishing hyper connective, cost-effective infrastructure for monitoring the environment. With the increase in the level of urbanization and population density in very fast-growing cities like Nagpur, the increase in air pollution needs to be monitored. This requires a network of Pollution monitoring systems for carrying out spatio-temporal analysis of pollution in the city on a real-time basis. Such established networks can be a key to understand the sources of pollution under various city conditions. To monitor and manage air pollutants, it is essential to put in place monitoring stations at multiple places. Although commercial pollution monitoring stations exist, they are limited in number. In this study, an attempt has been made to develop and implement a network of IoT devices using cost effective Metal Oxide Semiconductor based gas sensors integrated with ATMEGA 328P Microcontroller. Commercial systems are found to be space, energy and cost expensive. The developed pollution monitoring system can be replicated easily since they are compact in size, cost-effective, network and energy independent. This study discusses the development and implementation of a network of 10 smart IoT sensors in the Nagpur metropolis. The developed smart air pollution monitoring system combines IoT technology with real-time pollution monitoring systems. It measures and monitors temperature, humidity and pollutant concentration of Carbon Monoxide, Ozone, Carbon Dioxide, Sulphur Dioxide and PM2.5 and Nitrous oxides simultaneously. The study envisages to support Sustainable Development Goals – SDG11 which aims to reduce the environmental impact of cities by improving air quality.

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来源期刊
Journal of the Indian Society of Remote Sensing
Journal of the Indian Society of Remote Sensing ENVIRONMENTAL SCIENCES-REMOTE SENSING
CiteScore
4.80
自引率
8.00%
发文量
163
审稿时长
7 months
期刊介绍: The aims and scope of the Journal of the Indian Society of Remote Sensing are to help towards advancement, dissemination and application of the knowledge of Remote Sensing technology, which is deemed to include photo interpretation, photogrammetry, aerial photography, image processing, and other related technologies in the field of survey, planning and management of natural resources and other areas of application where the technology is considered to be appropriate, to promote interaction among all persons, bodies, institutions (private and/or state-owned) and industries interested in achieving advancement, dissemination and application of the technology, to encourage and undertake research in remote sensing and related technologies and to undertake and execute all acts which shall promote all or any of the aims and objectives of the Indian Society of Remote Sensing.
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