Fuzzy Logic based Smart Irrigation System using Internet of Things

被引:97
|
作者
Krishnan, R. Santhana [1 ]
Julie, E. Golden [2 ]
Robinson, Y. Harold [3 ]
Raja, S. [4 ]
Kumar, Raghvendra [5 ]
Pham Huy Thong [6 ,7 ]
Le Hoang Son [8 ,9 ]
机构
[1] SCAD Coll Engn & Technol, Dept Elect & Commun Engn, Tirunelveli, India
[2] Anna Univ, Dept Comp Sci & Engn, Reg Campus, Tirunelveli, India
[3] Vellore Inst Technol, Sch Informat Technol & Engn, Vellore, Tamil Nadu, India
[4] SCAD Coll Engn & Technol, Dept Math, Tirunelveli, India
[5] GIET Univ, Dept Comp Sci & Engn, Gunupur, Odisha, India
[6] Ton Duc Thang Univ, Informetr Res Grp, Ho Chi Minh City, Vietnam
[7] Ton Duc Thang Univ, Fac Informat Technol, Ho Chi Minh City, Vietnam
[8] Duy Tan Univ, Inst Res & Dev, Da Nang, Vietnam
[9] Vietnam Natl Univ, VNU Informat Technol Inst, Hanoi, Vietnam
关键词
Internet of things; Smart irrigation system; Soil moisture; Temperature; GSM; Humidity; Crop; DECISION-SUPPORT-SYSTEM; MANAGING IRRIGATION; MANAGEMENT; AGRICULTURE; FRAMEWORK;
D O I
10.1016/j.jclepro.2019.119902
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
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.
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页数:11
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