Design and implementation of a low-cost IoT-based agroclimatic monitoring system for greenhouses

Q3 Engineering
E. Collado, E. Valdés, Antony García, Y. Sáez
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引用次数: 6

Abstract

Climate change is one of the main factors causing environmental variations that affect the crops in agriculture worldwide. These variations are expected to not only continue, but also to increase, putting future agricultural production and food security at risk. In this work, an agroclimatic monitoring system for greenhouses composed of three main parts: monitoring stations, a wireless communication network, and a data processing and visualization platform is proposed. The aim of this work is to provide a technological solution based on the Internet of Things (IoT) that helps the agricultural sector to avoid crop losses due to climate change. The proposed system consists of several monitoring stations inside and outside the greenhouse, with multiple sensors to measure temperature, relative humidity, soil humidity, wind speed, wind direction, precipitation, radiation, pH, and electroconductivity. The information generated by the sensors is pre-processed and temporarily stored in the LinkIt Smart 7688 Duo microcontroller. Then, this information is sent via wireless through the inbuilt Wi-Fi module of the stations to the Thinger.io platform, where the data is processed, analyzed, and presented in real time in graphical form. Authorized users have access to this platform and can visualize the collected data from any electronic device with Internet access, following protocols to guarantee the security of the system. Using open hardware and open-source tools, and based on the IoT concept, a low-cost greenhouse monitoring system with six internal monitoring stations, one external monitoring station, and one portable monitoring station, that costs US, 180.00 was implemented. The results show that the total energy consumption of the system is approximately 20W, with a very good performance in terms of sampling time. This system was implemented in a 5000 square meter greenhouse with melon crops, where tests to evaluate the network performance within each zone in the greenhouse allowed us to consider WiFi technology to improve network coverage. Also, maximum, minimum, and average measurement values were evaluated to determine the critical levels recorded by the different sensors of agroclimatic variables during the period of study. The proposed system demonstrated to provide the agricultural sector with a low-cost, efficient, and easy-to-use tool to monitor agroclimatic variables in greenhouses that can help to prevent undesired climatic variations in advance, thus guaranteeing adequate conditions and reducing losses in production.
基于物联网的温室低成本农业气候监测系统的设计与实现
气候变化是造成影响全球农业作物的环境变化的主要因素之一。预计这些变化不仅会继续,而且还会增加,使未来的农业生产和粮食安全面临风险。本文提出了一个由监测站、无线通信网络、数据处理与可视化平台三大部分组成的温室农业气候监测系统。这项工作的目的是提供一种基于物联网(IoT)的技术解决方案,帮助农业部门避免因气候变化造成的作物损失。该系统由温室内外多个监测站组成,配有多个传感器,可测量温度、相对湿度、土壤湿度、风速、风向、降水、辐射、pH值和电导率。传感器产生的信息经过预处理并临时存储在LinkIt Smart 7688 Duo微控制器中。然后,这些信息通过电台内置的Wi-Fi模块无线发送给thing。IO平台,在这里数据被处理、分析,并以图形形式实时呈现。授权用户可以访问该平台,并可以从任何具有互联网接入的电子设备上可视化收集到的数据,遵循协议以保证系统的安全性。利用开放的硬件和开源的工具,基于物联网的概念,实现了一个低成本的温室监测系统,该系统包含6个内部监测站、1个外部监测站和1个便携式监测站,成本为180.00美元。结果表明,该系统的总能耗约为20W,在采样时间方面具有非常好的性能。该系统在一个5000平方米的甜瓜温室中实施,通过测试评估温室内每个区域的网络性能,我们可以考虑使用WiFi技术来提高网络覆盖率。同时,通过测量值的最大值、最小值和平均值来确定研究期间不同农业气候变量传感器记录的临界水平。所提出的系统为农业部门提供了一种低成本、高效和易于使用的工具来监测温室中的农业气候变量,有助于提前预防不希望的气候变化,从而保证充足的条件并减少生产损失。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
AIMS Electronics and Electrical Engineering
AIMS Electronics and Electrical Engineering Engineering-Control and Systems Engineering
CiteScore
2.40
自引率
0.00%
发文量
19
审稿时长
8 weeks
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