Hypaponics - Monitoring and Controlling using Internet of Things and Machine Learning

V. R, Parthasarathi Rv, Navaneethraj A, S. P, M. Ka, Karan S
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引用次数: 8

Abstract

Hypaponics is a monitoring system which takes care of integrated vertical farming. Hypaponics contains fields like Aquaponics, Agriculture and poultry. It is monitored using various sensors and the predictions are taken based on the data using Machine Learning Algorithms. These are the advantages for the farmers to decrease their water, fertilizer usage in farm and to increase their profit hence it gives multiple ways for the income. It also gives pure organic food to eat. We can also use Solar power panels for energy. This also helps the environment to lead a healthy life free from pollution. The sensors will be kept inside the hypaponics system. The detailed information about it will be noted under the hardware topic and the data from the IoT will be stored on the cloud (AWS, Microsoft Azure, Google cloud, IBM Cloud, etc) for machine learning. The organic store will be hosted where the organic products are uploaded with their cost. The consumer can check whether its organic or not by the QR code that the consumer found on their pack, where each field, product will have unique QR code in it. The farmers will also get all kind of supports from the help desk they find on the portal. The whole system is monitored 24/7 and the input to farmers are given at a regular intervals of time. The latest technologies like Internet of Things and Machine Learning are used in this project to predict the plants growth and the maintenance charges are also less. The 10% of the water is only consumed by this method while comparing with the ancient irrigation methodologies. This also saves the environment from pollution, food poisoning, diseases.
Hypaponics -利用物联网和机器学习监测和控制
Hypaponics是一种监控系统,负责综合垂直农业。水培法包括水培、农业和家禽等领域。它使用各种传感器进行监测,并使用机器学习算法根据数据进行预测。这些都是农民在农场中减少水和肥料使用并增加利润的优势,因此它为收入提供了多种途径。它还提供了纯有机食品。我们也可以使用太阳能电池板作为能源。这也有助于让环境远离污染,过上健康的生活。传感器将被保存在低耕系统中。有关它的详细信息将在硬件主题下注明,来自物联网的数据将存储在云(AWS, Microsoft Azure, Google cloud, IBM cloud等)上用于机器学习。有机商店将托管在有机产品上传与他们的成本。消费者可以通过包装上的QR码来检查其是否有机,每个领域,产品都会有唯一的QR码。农民也将从他们在门户网站上找到的帮助台获得各种支持。整个系统全天候监控,每隔一段时间向农民提供投入。该项目采用了物联网和机器学习等最新技术,预测植物生长,维护费用也更低。与古代的灌溉方法相比,这种方法只消耗了10%的水。这也使环境免受污染,食物中毒,疾病。
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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