Smart irrigation system using PLC, SCADA, and fuzzy control

This paper describes the design of smart irrigation control system for a 20-acre farm in Alexandria, Egypt, based on a Graphical User Interface GUI, Supervisory Control and Data Acquisition systems SCADA, Programmable Logic Control PLC, Fuzzy Logic Control FLC, and sensors. A SCADA system with a local Human Machine Interface HMI screen, and remote control through a VPN connection is applied to monitor and regulate the field sensors. There are various agricultural crops on this farm which are affected by the environmental parameters. The measured input parameters are soil moisture, wind speed, pressure, temperature, humidity, rain fall, and soil conductivity. The measured data are extracted from the sensors. The output is then carried out based on the applied PLC, SCADA, and fuzzy control which are designed and implemented to make a decision about the suitable operational irrigation pumps can be used. The comparison between the total daily power consumption per day for the traditional irrigation system which is 352 KWh/day, and the total daily power consumption per day for the smart control irrigation system which is 242 KWh/day, resulting the reduction rate in power and cost is 31.25%. PLC, SCADA, and fuzzy control ensure long-term water conservation in agriculture and reduction in the power consumption.

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Publication Details

Journal
Edelweiss Applied Science and Technology
Published
2024-12-28
DOI
https://doi.org/10.55214/25768484.v8i6.3947
Citations
3
Primary Topic
Industrial Automation and Control Systems
Type
article
Field-Weighted Citation Impact
0.98
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article

Smart irrigation system using PLC, SCADA, and fuzzy control

Iman Morsi, Ahmed Maged
3 citations
Edelweiss Applied Science and Technology
Industrial Automation and Control Systems
0.98
article

Smart irrigation system using PLC, SCADA, and fuzzy control

Iman Morsi, Ahmed Maged
article en
3 citations

Abstract

This paper describes the design of smart irrigation control system for a 20-acre farm in Alexandria, Egypt, based on a Graphical User Interface GUI, Supervisory Control and Data Acquisition systems SCADA, Programmable Logic Control PLC, Fuzzy Logic Control FLC, and sensors. A SCADA system with a local Human Machine Interface HMI screen, and remote control through a VPN connection is applied to monitor and regulate the field sensors. There are various agricultural crops on this farm which are affected by the environmental parameters. The measured input parameters are soil moisture, wind speed, pressure, temperature, humidity, rain fall, and soil conductivity. The measured data are extracted from the sensors. The output is then carried out based on the applied PLC, SCADA, and fuzzy control which are designed and implemented to make a decision about the suitable operational irrigation pumps can be used. The comparison between the total daily power consumption per day for the traditional irrigation system which is 352 KWh/day, and the total daily power consumption per day for the smart control irrigation system which is 242 KWh/day, resulting the reduction rate in power and cost is 31.25%. PLC, SCADA, and fuzzy control ensure long-term water conservation in agriculture and reduction in the power consumption.

Edelweiss Applied Science and TechnologyVol. 8(6)
Arab Academy for Science, Technology, and Maritime Transport (EG)
Openalex Percentile: Top 22%
Industrial Automation and Control Systems
0.98
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Smart irrigation system using PLC, SCADA, and fuzzy control — Iman Morsi, Ahmed Maged · Edelweiss Applied Science and Technology (2024) | TGRS Research Map | TGRS