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All Journal Jurnal Energi Dan Manufaktur Voteteknika (Vocational Teknik Elektronika dan Informatika) JREC (Journal of Electrical and Electronics) Teknika: Jurnal Sains dan Teknologi Jurnal Informatika dan Teknik Elektro Terapan Info-Teknik JETT (Jurnal Elektro dan Telekomunikasi Terapan) Jurnal ELTIKOM : Jurnal Teknik Elektro, Teknologi Informasi dan Komputer Electro Luceat Bina Insani ICT Journal Science and Physics Education Journal (SPEJ) Techne : Jurnal Ilmiah Elektroteknika SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan KOMPUTEK TELKA - Telekomunikasi, Elektronika, Komputasi dan Kontrol Jurnal Fokus Elektroda : Energi Listrik, Telekomunikasi, Komputer, Elektronika dan Kendali MULTINETICS EPIC : Journal of Electrical Power, Instrumentation and Control TEKNOKOM : Jurnal Teknologi dan Rekayasa Sistem Komputer Aisyah Journal of Informatics and Electrical Engineering Jurnal Mekanova : Mekanikal, Inovasi dan Teknologi JE-Unisla Jurnal Teknik Elektro dan Komputasi (ELKOM) JATI (Jurnal Mahasiswa Teknik Informatika) Fokus Elektroda: Energi Listrik, Telekomunikasi, Komputer, Elektronika dan Kendali) Jurnal Ilmiah Wahana Pendidikan Jurnal Profesi Insinyur Universitas Lampung Jurnal Teknik Elektro Jurnal Ilmiah Teknik Elektro JIM: Jurnal Ilmiah Mahasiswa Pendidikan Sejarah Jurnal INFOTEL Power Elektronik : Jurnal Orang Elektro
Lela Nurpulaela
Universitas Singaperbangsa Karawang
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering 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 Mechanical Engineering Medicine & Pharmacology Nursing Public Health Social Sciences Other

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Journal : Jurnal INFOTEL

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IoT-Based: Smart Hydroponic Farming with SSD MobileNet and Fuzzy Logic Arnisa Stefanie; Lela Nurpulaela; Yuliarman Saragih; Safrian Andromeda; Muhammad Fachri Azizi; Muhammad Rifqi Setyanto; Selfi Arfianti; Sandi Sandi
JURNAL INFOTEL Vol 17 No 4 (2025): November
Publisher : LPPM INSTITUT TEKNOLOGI TELKOM PURWOKERTO

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20895/infotel.v17i4.1424

Abstract

Traditional hydroponic systems largely rely on manual observation and regulation of essential environmental variables, such as pH, nutrient concentration, temperature, and humidity. This dependence often causes inefficiency, inconsistent crop quality, and greater labor requirements. To overcome these limitations, this study proposes an IoT-based Smart Hydroponic System that integrates fuzzy logic control with computer vision using the SSD MobileNet architecture. The objective of this research is to design and implement an intelligent automation framework capable of improving hydroponic cultivation through continuous data monitoring, analytical decision-making, and autonomous environmental adjustment. Within this framework, fuzzy logic dynamically stabilizes nutrient and pH levels, while the SSD MobileNet model analyzes plant images to classify growth stages and determine harvest readiness. Experimental testing produced an average classification loss of 0.1283, demonstrating reliable detection accuracy. Compared with conventional methods, the proposed integration enhances adaptability, precision, and computational efficiency for edge-level IoT applications. This system introduces a novel and scalable approach to precision agriculture, enabling more effective automation and decision making in hydroponic farming. Future studies are encouraged to expand their implementation to various plant species and adaptive learning models for broader applicability.
Co-Authors AA Sudharmawan, AA Abie Pangestu Abilio Faizal, Rifky Achmadany, Fajar Gemilang Adam Robby Arifin Adinda Larasati, Putri Afta Wijaksana, Sevada Agustian, Agum Rizki Akbar*, Muhamad Rakadytia Akhmad Auliya Fatahilah Akmal Nugraha, Naufal Alsulaiman, Ramdhani Andreanus Calvin Hugo Andromeda, Safrian Arianto, Calvin Arief Dwi Ramadhan Ario Prima Arnisa Stefanie Aufar Ahmad, Syihan Bambang Kurniawan Bambang Sutejo, Bambang Bayu Agustira Bayu Segara Bella Nofrianti Budhi Santoso, Dian Dedi Pahroji Despandri, Fajri Dian Budhi Santoso Dwiputra, Andhika Rifqi Egi Sunardi Eka Maulana, Fajar Eka Putri, Nadira Fadhlurrahman, Rafi Fahrezi, Ari Faizal, Rifky Abilio FAJAR NUGRAHA, RIFKI Farradina Choria Suci Fathor Azhar, Muhammad Fauzan, Muhammad Raihan Fezky Muhamad Kemal Firman Rusandi Fitria Nurul Husna Frinda Nisa Damayanti Gemilang, Bintang Hadikusuma, Ridwan Satrio Hanafi, Zikri Hanif, Ikhwan Hermawan, Sofyan Ibnu Prabowo, Farhan Ibrahim Ibrahim Ibrahim Ibrahim Ibrahim Ihsan Muttaqin, Muhammad Ikhlasul Amal Insani Abdi Bangsa Insani Abdi Bangsa Intan Putri Gemilang Iqbal Ardiyansah Jojo Sumarjo Julian, Rivaldi KISWORO, DIMAS Krisna Aditya Latifa, Ulinnuha Lela Nurpulaela Louhanapessy, Henokh Markiano Malik Ibrahim, Muhamad Maria Ulfa Marno, Marno Marwan As Sadad Maulana, Dava Aulia Meilany, Mauludy Miftahul Kudus*, Mufti Mingkamanad, Sultan Mohammad Yusuf Ridwan Mufti Miftahul Kudus* Muhamad Naufal Al Bachaj Muhamad Rakadytia Akbar* Muhammad Fachri Azizi Muhammad Fachrul Rosyidi Muhammad Fadhel Satria Munandar Muhammad Reza Faleva Muhammad Rifqi Setyanto Muhammad Wildan Syamsudin Syam Muhammad, Nauval Arkan Aunillah Nawawi, Haikal Engga Ni Luh Bella Dwijaksara Nurani Masyita Nurzamilah , Zulia Pambudi, Agung Priatama Pamuka, Salas Panji Perdana Putra, Meyko Ferdyansyah Permana, Dwi Bintang Pratama, Galuh Andika Putra, Habib Alhamdi Rahmat Hidayat Rahmat Hidayat Rahmat Hidayat Rahul Restu Bumi, Komesta Raka Andriawan Ramdhani Alsulaiman Reni Rahmadewi Reni Rahmadewi, Reni Reva Herlambang Ridwan Satrio Hadikusuma Rifki Fajar Nugraha Rismayanti, Azizah Rivaldi Julian Riza Ibnu Adam Riza Muhamad Zidan Rizka Adelia Robi Bagja Nugraha Safrian Andromeda Safrian Andromeda Salas Panji Pamuka Sandi Sandi Sandi Saputra, Gilang Soebakti SAPUTRA, YOGI ALDI Sarah Savira Selfi Arfianti Setya Nugraha Simanjuntak, Andrean Hosea Sukmawardani, Ramadhan Sulistio Nanda Reynara Sulistyo , Bagas Susilawati Susilawati Tyas Setyawati Ulinnuha Latifa UTOMO, ANANDA PUTRA Vierera Santi Vita Efelina Wahyu Ferdiana Octavian Wicaksani, Erani Wisnu Yusuf Prasetyo Yuliani, Livia Ayudia Yuliarman Saragih Zaki, Maimun Zeni Aprianti, Dede