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Fuzzy Logic based Smart Irrigation System using Internet of Things

机译:基于模糊逻辑的物联网智能灌溉系统

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摘要

Traditional agricultural systems require huge amount of power for field watering. This paper proposes a smart irrigation system that helps farmers water their agricultural fields using Global System for Mobile Communication (GSM). This system provides acknowledgement messages about the job's statuses such as humidity level of soil, temperature of surrounding environment, and status of motor regarding main power supply or solar power. Fuzzy logic controller is used to compute input parameters (e.g. soil moisture, temperature and humidity) and to produce outputs of motor status. In addition, the system also switches off the motor to save the power when there is an availability of rain and also prevents the crop using panels from unconditional rain. The comparison is made between the proposed system, drip irrigation and manual flooding. The comparison results prove that water and power conservation are obtained through the proposed smart irrigation system. (C) 2019 Elsevier Ltd. All rights reserved.
机译:传统的农业系统需要大量的电力用于田间浇水。本文提出了一种智能灌溉系统,该系统可以使用全球移动通信系统(GSM)帮助农民灌溉农田。该系统提供有关作业状态的确认消息,例如土壤的湿度水平,周围环境的温度以及有关主电源或太阳能的电机状态。模糊逻辑控制器用于计算输入参数(例如土壤湿度,温度和湿度)并产生电动机状态的输出。此外,该系统还可以在下雨时关闭电动机以节省功率,并且还可以防止使用面板的农作物无条件下雨。在提议的系统,滴灌和人工驱水之间进行了比较。比较结果证明,通过提出的智能灌溉系统可实现节水节能。 (C)2019 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Journal of Cleaner Production》 |2020年第10期|119902.1-119902.11|共11页
  • 作者

  • 作者单位

    SCAD Coll Engn & Technol Dept Elect & Commun Engn Tirunelveli India;

    Anna Univ Dept Comp Sci & Engn Reg Campus Tirunelveli India;

    Vellore Inst Technol Sch Informat Technol & Engn Vellore Tamil Nadu India;

    SCAD Coll Engn & Technol Dept Math Tirunelveli India;

    GIET Univ Dept Comp Sci & Engn Gunupur Odisha India;

    Ton Duc Thang Univ Informetr Res Grp Ho Chi Minh City Vietnam|Ton Duc Thang Univ Fac Informat Technol Ho Chi Minh City Vietnam;

    Duy Tan Univ Inst Res & Dev Da Nang Vietnam|Vietnam Natl Univ VNU Informat Technol Inst Hanoi Vietnam;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Internet of things; Smart irrigation system; Soil moisture; Temperature; GSM; Humidity; Crop;

    机译:物联网;智能灌溉系统;土壤湿度;温度;GSM;湿度;作物;

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