Sugeno's Fuzzy Logic Implementation in Decision Making on Ph Addition and Nutrition of IoT-Based Hydroponics

Raihandra Dwi Nugraha; Ahmaddul Hadi; Yeka Hendriyani; Sandi Rahmadika

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The International Journal of Electronics, Informatics, and Technology-Enhanced Learning (IJEITEL) is a scholarly publication focused on advancing knowledge and research in the fields of electronics, informatics, and the integration of technology in education. IJEITEL is committed to publishing high-quality research that explores innovative solutions and emerging trends at the intersection of electronics, informatics, and educational technologies. Our journal serves as a bridge between theoretical research and practical applications, aiming to foster collaboration among researchers, practitioners, and educators worldwide.

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Computer Science: Artificial Intelligence, Data Mining, Database, Data Warehouse, Big Data, Machine Learning, Operating System, Algorithm

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Robotics and Mechatronics

Automation and Control Systems

Sensors and Actuators

Sugeno's Fuzzy Logic Implementation in Decision Making on Ph Addition and Nutrition of IoT-Based Hydroponics

Published Oct 9, 2024

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Vol. 1 No. 1 (2025): International Journal of Electronics, Informatics and Technology-Enhanced Learning (IJEITEL)

Raihandra Dwi Nugraha

a:1:{s:5:"en_US";s:25:"Universitas Negeri Padang";}

Ahmaddul Hadi

Universitas Negeri Padang

Yeka Hendriyani

Universitas Negeri Padang

Sandi Rahmadika

Universitas Negeri Padang

Abstract

The development of Internet of Thing-based hydroponics using Fuzzy logic Sugeno is expected to be a solution to reduce dependence on staple food imports. The research aims to develop a fuzzy logic sugeno-based automatic control system to control pH and nutrients in hydroponic systems, in order to improve plant growth, and increase crop yields. This research process involves making a control device using a microcontroller and a number of sensors including PH-4502C and TDS Meter. Data from the sensors will be processed by Arduino involving Sugeno fuzzy logic to get a decision. All data will be sent to Esp32 to be forwarded to the Thinger.io Iot platform and data from Arduino will be executed to control the pump relay. Tool testing is only functional testing using white box testing. The results of this study show that it effectively controls pH and nutrients based on membership degrees.

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