自动灌溉,先进的种子发芽和害虫控制

G. Arvind, V. G. Athira, H. Haripriya, R. Akshaya Rani, S. Aravind
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引用次数: 32

摘要

农业可以分为播种、发芽、灌溉等多个阶段。我们的创新涉及自动化农业的某些阶段,如灌溉和害虫控制,使用人工智能,机器学习和物联网。这可以通过泛在计算(游牧计算)和致力于物联网概念的传感器来实现。最初使用数据分析技术,在种植各种作物的整个时期内,各种土壤中保持的水分水平的数据被记录在一个在线数据库中。在自动化系统中,系统使用这些数据来维持土壤中的水分水平,以种植所需的作物。土壤中的水分水平是由多个水分传感器监测的,这些传感器位于田地周围。当系统发现土壤中的水分低于所需的量时,根据数据库中的数据,使用现有的系统进行灌溉,该系统使用机械阀将水输送到农场的各个领域。但现有的系统只根据用户的命令来工作,以移动计算机的信息形式来控制阀门。提出的系统通过使用物联网的概念将该系统集成到其中央计算机系统中,从而使该系统自动化。拟议的系统还包括虫害防治。目前,我们使用化学药品来杀死害虫,然而,拟议的系统使用超声波发射器将啮齿动物赶出农场。科学证明,超声波能够把啮齿动物赶走。此外,还证明了一定频率的声波可以促进作物的生长速度。因此,利用所有这些技术,实现了作物的低成本和高效生长,有助于农业领域的发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automated irrigation with advanced seed germination and pest control
Agriculture can be split into multiple phases like sowing the seeds, germinating the seeds, irrigating, etc. Our innovation deals with automating certain phases of agriculture, such as irrigation and pest control, using artificial intelligence, machine learning and Internet of things. This can be achieved with the help of Ubiquitous computing (Nomadic computing) and sensors working on the concept of IOT. Initially using data analytics techniques, the data about the moisture level maintained in various soils over the entire period to grow various crops are recorded in an online database. In automation the system uses this data to maintain the moisture level in the soil to grow the desired crop. The moisture level in the soil is monitored using multiple moisture sensors which are located all around the field. When the system finds that the moisture is less in the soil than the required amount, as per the data in the database, the field is irrigated using an existing system which uses mechanical valves to allow water to various fields in the farm. But the existing system only works based on the commands from user, in the form of messages from a mobile computer, to control the valves. The proposed system automates this system by integrating it, using the concept of IOT, to its centralised computer system. The proposed system also includes pest control. Currently we use chemicals to kill the pests, whereas, the proposed system uses an ultrasonic sound emitter to keep the rodents away from the farm. It is scientifically proven that the ultrasonic sounds are capable of keeping the rodents away. Also it is proven that certain frequency sound waves boost the growth rate of crops. Thus using all these technologies, low cost and efficient growth of crops is achieved, helping in development of agriculture field.
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