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- Vol. 3 Issue 2
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An AI-Enabled Vertical Hybrid Farming System Integrating IOT, Renewable Energy, and Machine Learning for Sustainable Agriculture
Authors
1 Student, Electronics & Telecommunication, D. Y. Patil College of Engineering and Technology Kasaba Bawda, Kolhapur, Maharashtra, India. 2 Associate Professor, Department of Electronics and Telecommunication Engineering, D.Y. Patil College of Engineering and Technology Kasaba Bawda, Maharashtra, Kolhapur, India.
Article Information
- Published In
- Year 2026 · Volume 3 · Issue 2
- Published Online
- May-August 2026
- Pages
- 32-39
- Article Type
- Original Article
- Check for updates
-
References
1. M. Dutta et al., "Internet of Things-Based Smart Precision Farming in Soilless Agriculture: Opportunities and Challenges for Global Food
Security," in IEEE Access, vol. 13, pp. 34238-34268, 2025, doi: 10.1109/ACCESS.2025.3540317.
2. P. Catota-Ocapana, C. Minaya-Andino, P. Astudillo and D. Pichoasamin, "Smart Control Models Used for Nutrient Management in
Hydroponic Crops: A Systematic Review," in IEEE Access, vol. 13, pp. 13070-13087, 2025, doi: 10.1109/ACCESS.2025.3526171.
3. S. A, D. K, D. B, E. K. V and B. G, "Smart Aquaponics and Hydroponics Monitoring Using IoT," 2024 2nd International Conference on
Artificial Intelligence and Machine Learning Applications Theme: Healthcare and Internet of Things (AIMLA), Namakkal, India, 2024, pp.
1-6, doi: 10.1109/AIMLA59606.2024.10531612.
4. A. T. Naputol, J. I. Ituriaga, B. M. Yu Jeco-Espaldon, G. Guanzon, K. Co and M. G. Giner, "Development of an IoT-Based Aquaponics
Monitoring System with Automated Feeder," 2024 IEEE Symposium on Industrial Electronics & Applications (ISIEA), Kuala Lumpur,
Malaysia, 2024, pp. 1-6, doi: 10.1109/ISIEA61920.2024.10607265.
5. S. Hadiyoso, A. Alfaruq, I. Wijayanto, D. Nur Ramadan, A. V. S. Kumar and I. D. Irawati, "A Smart Aquaponics System: IoT-Driven Water
Quality Control for Lettuce Cultivation," 2024 International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA),
Bali, Indonesia, 2024, pp. 279-283,doi: 0.1109/ICICYTA64807.2024.10913414.
6. G. L. Priya, C. Baskar, S. S. Deshmane, C. Adithya and S. Das, "Revolutionizing Holy-Basil Cultivation With AI-Enabled Hydroponics
System," in IEEE Access, vol. 11, pp. 82624-82639, 2023, doi: 10.1109/ACCESS.2023.3300912.
7. K. Joshi, P. Priya, V. Kaushik, H. Anandaram, A. Mohapatro and A. Kumar, "Adoption of Internet of Things for Smart Monitoring of
Aquaponics," 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India,
2023, pp. 1-7, doi: 10.1109/ICCCNT56998.2023.10306800.
8. F. Rozie, I. Syarif and M. U. H. Al Rasyid, "Design and implementation of Intelligent Aquaponics Monitoring System based on IoT," 2020
International Electronics Symposium (IES), Surabaya, Indonesia, 2020, pp. 534-540, doi: 10.1109/IES50839.2020.9231928.
Security," in IEEE Access, vol. 13, pp. 34238-34268, 2025, doi: 10.1109/ACCESS.2025.3540317.
2. P. Catota-Ocapana, C. Minaya-Andino, P. Astudillo and D. Pichoasamin, "Smart Control Models Used for Nutrient Management in
Hydroponic Crops: A Systematic Review," in IEEE Access, vol. 13, pp. 13070-13087, 2025, doi: 10.1109/ACCESS.2025.3526171.
3. S. A, D. K, D. B, E. K. V and B. G, "Smart Aquaponics and Hydroponics Monitoring Using IoT," 2024 2nd International Conference on
Artificial Intelligence and Machine Learning Applications Theme: Healthcare and Internet of Things (AIMLA), Namakkal, India, 2024, pp.
1-6, doi: 10.1109/AIMLA59606.2024.10531612.
4. A. T. Naputol, J. I. Ituriaga, B. M. Yu Jeco-Espaldon, G. Guanzon, K. Co and M. G. Giner, "Development of an IoT-Based Aquaponics
Monitoring System with Automated Feeder," 2024 IEEE Symposium on Industrial Electronics & Applications (ISIEA), Kuala Lumpur,
Malaysia, 2024, pp. 1-6, doi: 10.1109/ISIEA61920.2024.10607265.
5. S. Hadiyoso, A. Alfaruq, I. Wijayanto, D. Nur Ramadan, A. V. S. Kumar and I. D. Irawati, "A Smart Aquaponics System: IoT-Driven Water
Quality Control for Lettuce Cultivation," 2024 International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA),
Bali, Indonesia, 2024, pp. 279-283,doi: 0.1109/ICICYTA64807.2024.10913414.
6. G. L. Priya, C. Baskar, S. S. Deshmane, C. Adithya and S. Das, "Revolutionizing Holy-Basil Cultivation With AI-Enabled Hydroponics
System," in IEEE Access, vol. 11, pp. 82624-82639, 2023, doi: 10.1109/ACCESS.2023.3300912.
7. K. Joshi, P. Priya, V. Kaushik, H. Anandaram, A. Mohapatro and A. Kumar, "Adoption of Internet of Things for Smart Monitoring of
Aquaponics," 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India,
2023, pp. 1-7, doi: 10.1109/ICCCNT56998.2023.10306800.
8. F. Rozie, I. Syarif and M. U. H. Al Rasyid, "Design and implementation of Intelligent Aquaponics Monitoring System based on IoT," 2020
International Electronics Symposium (IES), Surabaya, Indonesia, 2020, pp. 534-540, doi: 10.1109/IES50839.2020.9231928.
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