基于物联网的智能灌溉系统

王 华

电脑与电信 ›› 2022, Vol. 1 ›› Issue (1-2) : 49-52.

电脑与电信 ›› 2022, Vol. 1 ›› Issue (1-2) : 49-52.
基金项目

基于物联网的智能灌溉系统

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Intelligent Irrigation Systems Based on the Internet of Things

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摘要

现代农业领域中,通过使用各种传感器和不同的算法实现灌溉系统的自动化,使灌溉过程完全自主。设计了基
于物联网的智能灌溉系统,利用传感器获取温度、湿度等数据,通过节点MCU处理并上传云端服务器进行储存,使用应用程
序Blynk来实时监测数据,应用机器学习算法对实时传感器数据进行分类,通过决策树算法在脚本中实现。

Abstract

In modern agriculture, irrigation systems are automated by using various sensors and different algorithms to make the irrigation process fully autonomous. In this paper, an intelligent IoT-based irrigation system is designed, using sensors to obtain data
such as temperature and humidity, which is processed by a node MCU and uploaded to a cloud server for storage. The application
Blynk is used to monitor the data in real time, and a machine learning algorithm is used to classify the real-time sensor data, which is implemented in a script using a decision tree algorithm.

关键词

物联网
/ 树莓派 / NodeMCU / 决策树

Key words

IoT
/ Raspberry pi / NodeMCU / decision tree

引用本文

导出引用
王 华.
基于物联网的智能灌溉系统
[J]. 电脑与电信. 2022, 1(1-2): 49-52
WANG Hua.
Intelligent Irrigation Systems Based on the Internet of Things
[J]. Computer & Telecommunication. 2022, 1(1-2): 49-52

基金

河南工业贸易职业学院大数据教师教学创新团队项目,项目编号:CXTD-2021004。

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