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All Journal Seminar Nasional Aplikasi Teknologi Informasi (SNATI) WARTA ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika INVOTEC JETT (Jurnal Elektro dan Telekomunikasi Terapan) JOIV : International Journal on Informatics Visualization JMM (Jurnal Masyarakat Mandiri) Abdimas Galuh: Jurnal Pengabdian Kepada Masyarakat Jurnal Listrik, Instrumentasi, dan Elektronika Terapan JURNAL ILMIAH GLOBAL EDUCATION Jurnal Penelitian Inovatif Prosiding Konferensi Nasional PKM-CSR Electron: Jurnal Ilmiah Teknik Elektro eProceedings of Engineering Warta LPM Journal Serambi Engineering (JSE) Jurnal Nasional Sains dan Teknik
Mohamad Ramdhani
Telkom University
Agriculture, Biological Sciences & Forestry Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Nursing Public Health Social Sciences Other

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Journal : JOIV : International Journal on Informatics Visualization

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Simultaneous Hydroponic Nutrient Control Automation System Based on Internet of Things Adidrana, Demi; Iskandar, Ade Rahmat; Nurhayati, Ade; Suyatno, -; Ramdhani, Mohamad; Adam, Kharisma Bani; Ardianto, Rizki; Ekaputri, Cahyantari
JOIV : International Journal on Informatics Visualization Vol 6, No 1 (2022)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30630/joiv.6.1.865

Abstract

Hydroponic is one of the solutions of gardening methods using water as a nutrition medium. Usually, maintaining hydroponic plant quality and water nutrients are done manually and require human efforts, such as the degree of acidity or wetness (pH), TDS (Total Dissolved Solids), and nutrient temperature. With the Internet of Things technology, we can automate hydroponic control by measuring the nutrients' TDS, pH, and temperature values and controlling water nutrition by pump nutrition needs for hydroponic plants. This research uses the NFT (Nutrient Film Technique) for the hydroponic system and uses lettuce as the nutrition parameter. The lettuce parameters are pH, TDS, and Water Temperature equal to the sensor we used in the proposed IoT system. The condition has 27 classifications, and we use this classification as a reference in decision-making, using the K-Nearest Neighbor (KNN) algorithm to activate the actuator. We improve the simultaneous actuator from previous research with specified intervals and duration to achieve ideal nutritional conditions. The other improvement is that we collect more data and more testing times. The accuracy was 91.2%, with k = 3. From the evaluation results, the accuracy of KNN is quite high and has an advantage, which has better accuracy than the other algorithms and can activate actuator simultaneously. We conclude that the hydroponic nutrient automation system using the Internet of Things method is ready for real planting use with this improvement.
Co-Authors - Suyatno Achmad Rizal Ade Nurhayati, Ade Ade Rahmat Iskandar Agung Surya Wibowo Ahmad Sugiana Aidatul Fauziah Alvin Surya Trisna Angga Rusdinar Aradea Putra Pangestu Ardhan Dwi Meitrika Surachman Ardianto, Rizki Arniel Ahmad Rivai Athalla Ardrasayoga Bandiyah Sri Aprillia Basuki Rahmat Masdi Siduppa Bella Fatonah Nur Anisya Brahmantya Aji Pramudita Byanca Kinan Palipangan Cahyantari Ekaputri Demi Adidrana Desri Kristina Silalahi Dien Rahmawati Dinda Ardiwinnata EDWAR Ekki Kurniawan Ellia Nurazizah Estananto Fauzan Dwi Septiansyah Febry Anugrah Ramadhany Susanto Fiky Y. Suratman Hazmi Aji Kusumo Nasution Heru Nuraditya Hilmy Dzul Faqar Hindami Muhammad I Gede Putu Oka Indra Wijaya I Gusti Ngurah Eka Prasna Ig. Prasetya Dwi Wibawa Ig. Prasetyya Dwi Wibawa Irwan Purnama Iswahyudi Hidayat Iwan Kustiawan Izzaturrahman Izzaturrahman Kharisma Bani Adam Krisna Muhammad Luthfi Lina Anggraeni Marta DK, Astrina Karunia Marza Ihsan Marzuki, Marza Ihsan Mas Sarwoko Suraatmadja Mohammad Joko Akbar Muhammad Fadel Nugraha Muhammad Faqihuddin Ma’ruf Muhammad Raihan Ghifari Mulyono, Stanley Nathanael Utomo Nerissa Arviana Putri Porman Pangaribuan Raditiana Patmasari Rahman, Saifur Rahmat Khairunas Ramdhan Nugraha Rifki Athaya Rita Purnamasari Septian, M. Rivaldi Ali Siti Lainatul Afifah Siti Zaenab Nurul Haq Sony Sumaryo Sugondo Hadiyoso Suharmin Bahri Suksmandhira Harimurti Taufik Akbar Trisna Nur Robby Unang Sunarya Wahmisari Priharti Yudhistira Nugraha Yusuf Nur Wijayanto Zulfadhly Azim