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All Journal Jurnal Simetris JREC (Journal of Electrical and Electronics) Jurnal Teknologi Jurnal Informatika dan Teknik Elektro Terapan Jurnal Teknologi Elektro ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika Edu Elektrika Journal JETT (Jurnal Elektro dan Telekomunikasi Terapan) CIRCUIT: Jurnal Ilmiah Pendidikan Teknik Elektro JEEMECS (Journal of Electrical Engineering, Mechatronic and Computer Science) SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan KOMPUTEK TESLA: Jurnal Teknik Elektro TEKTRIKA - Jurnal Penelitian dan Pengembangan Telekomunikasi, Kendali, Komputer, Elektrik, dan Elektronika JISICOM (Journal of Information System, Infomatics and Computing) EPIC : Journal of Electrical Power, Instrumentation and Control TEKNOKOM : Jurnal Teknologi dan Rekayasa Sistem Komputer Aisyah Journal of Informatics and Electrical Engineering JE-Unisla JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Teknik Elektro Uniba (JTE Uniba) EEICT (Electric, Electronic, Instrumentation, Control, Telecommunication) Jurnal Ilmiah Wahana Pendidikan JEEE-U (Journal of Electrical and Electronic Engineering-UMSIDA) Teknologika Jurnal Media Computer Science Journal of Scientech Research and Development Jurnal Ilmiah Teknik Elektro Jurnal Elektrosista JIM: Jurnal Ilmiah Mahasiswa Pendidikan Sejarah Sabangka Abdimas Jurnal Pengabdian Masyarakat Sabangka Jurnal INFOTEL Power Elektronik : Jurnal Orang Elektro Jurnal Ecotipe (Electronic, Control, Telecommunication, Information, and Power Engineering)
Arnisa Stefanie
Universitas Singaperbangsa Karawang
Religion Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management 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 Materials Science & Nanotechnology 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 Adam Fatta’ah Ramadhan Aditya Pebrian, Riangga Agustine Cahyaningtyas, Ine Al Fahmi Hidayatullah Alfabil Arsy Akbar Amanda Fairuz Syahla Ananda Rizky Kurniadi Angga Muhammad Satria Nugroho Anjani, Ratna Dewi Ardhiansyah Ardhiansyah Ari Pradana, Aditya Aufar Ahmad, Syihan Bagas Dwi Saputra Bahar Amal Bangsa, Insani Abdi Bayu Segara Cahyani, Revananda Aulia Dadan Darmawan Dedeh Widia Ningsih Dedi Pahroji Deny Kurniawan Dian Budhi Santoso Dian Budhi Santoso Dwi Arya Purnama, Jemy Dwitama, Difa Raditya Dzalfa Zahrotun Nisa Egi Sunardi Eka Aperinda Putri Endah Purwanti Fahmi Akbar Erdyansyah Farhan Ibnu Prabowo Farradina Choria Suci Farradina Choria Suci Fathana salsa hayani Fauzan Adityo Fazryansah, Muhammad Rizki Feryadi, Panji Fitria Nurul Husna Galih Alif Artanto Ghazali, Dendi Gunawan, Maulana Fadhilah Hakim, Ardy Rahman Haniffullah, Al Ibnu Prabowo, Farhan Ibrahim Ibrahim Ibrahim Ibrahim Ibrahim Ihsan Muttaqin, Muhammad Insani Abdi Bangsa Insani Abdi Bangsa Irfandi, Muhamad Itsna Putri, Arsa Anedtha Jojo Sumarjo Kukuh Isnaen, Muhammad Kurniadi, Ananda Rizky Lammad, Ibrahim Lela Nurpulaela Luqman Ramadhani, Muhammad Marno, Marno Mohammad Dwi Prasetyo Muhamad Rakadytia Akbar* Muhammad Fachri Azizi Muhammad Hekmatyar Rabbani Muhammad Nur Ihsan Muhlashin Muhammad Nur Ihsan Muhlashin Muhammad Rifqi Setyanto Muhammad Sahidal Muhammad Shodikin Mukti Permana Ni Luh Bella Dwijaksara Nono Wahyudi Nur Rahmah, Zahra Kirani Nurani Masyita Nurfadillah Fadil, Muhammad Nurfauzy, Yusril Nursyaban, Ikhwan Nurunnisa Aulia Pambudi, Agung Priatama Panji Pamuka*, Salas Patriana, Zia Paul Yosua Purnama, Dicki Dian Putri Ananda, Tariska Rahmat Hidayat Rahmat Hidayat Rakadytia Akbar*, Muhamad Ramadhan, Adam Fatta'ah Ramadhan, Sandi Rean Khotama Reni Rahmadewi Reni Rahmadewi Reni Rahmadewi, Reni Rezyan, Rizky Fiqliyarli Rezza Badruzzaman Ridwan Satrio Hadikusuma Rifki Fajar Nugraha Riza Ibnu Adam Rizqi Andika Prasetyo Rizwaldi Muhammad Iman Rosid Rosid, Rosid Rozzaki, Roby Safrian Andromeda Safrian Andromeda Sandi Sandi Sandi Santoso, Dian Budhi Selfi Arfianti Suci, Farradina Choria Supriyadi, Adimas Prasetyo Susilawati Susilawati Tambunan, Samuel Taufiiqulhakim Jubair Teguh Kurniawan Tendy Ferdyansyah Ulinnuha Latifa Veril Firmansyah Ridho Viola Widyasari, Sherina Vita Efelina Wilma Nurrul Adzilla Yogi Aldi Saputra Yuliarman Saragih Zikri Hanafi