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IOT Based Automated Hydroponics System Using Machine Learning
Authors
1 2 3 4 5 Department of Electronics and Communication, BGS institute of Technology, Bengaluru, Karnataka, India.
Article Information
- DOI
- No Doi
- Published In
- Year 2025 · Volume 2 · Issue 2
- Published Online
- May-August 2025
- Pages
- 11-16
- Article Type
- Original Article
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References
1. Nivesh Patil, Shubham Patil, Animesh Uttekar, A.R. Suryawanshi “Monitoring of Hydroponics System using IoT Technology” Volume:
07 Issue: 06 | June 2020
2. S. A. B. Anas, R. S. S. Singh, and N. A. B. Kamarudin, "Designing an IoT Agriculture Monitoring System for Improving Farmer’s
Acceptance of Using IoT Technology," Engineering, Technology & Applied Science Research, vol. 12,no. 1,pp. 8157–8163, Feb. 2022.
3. G. Kaur, P. Upadhyaya, and P. Chawla, "IoT Based Mobile Application for Monitoring of Hydroponic Vertical Farming," in 2022 10th
International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO), Noida, India,
Jul. 2022
4. Vibhu Sharma, Dr. V.K Srivastav “Iot & Artificial Intelligence Based Automated Smart Hydroponics System” | Volume 11, Issue 1
January 2023.
5. A. Shrivastava, C. K. Nayak, R. Dilip, S. R. Samal, S. Rout, and S. M. Ashfaque, "Automatic robotic system design and development for
vertical hydroponic farming using IoT and big data analysis," Materials Today: Proceedings, vol. 80, pp. 3546– 3553, Jan 2023
6. Mark Griffiths " The Design and Implementation Of a Hydroponics Control System" M.S theses, Dept. of Information Technology, Oulu
University of Applied Sciences, Finland.,2014.
7. Vijendra Sahare, Preet Jain " Automated Hydroponic System using Psoc4 Prototyping Kit to Deliver Nutrients Solution Directly to Roots
of Plants on Time Basis" Dept. of ECE, SVITS College, Indore, MP, India,2015.
8. Carlos A.P.camara “Automated system developed to control pH and concentration of nutrient solution evaluated in hydrophonic lettuce”,
Department of Chemistry, State University of Londrina,Brazil,2012
9. Dimitrios Savvas “Hydroponics: A modern technology supporting the application of integrated crop management in greenhouse ”,
Department of Floriculture and Landscape Architecture, Faculty of Agricultural Technology,Greece,2003.
10. Dr.Hector Munoz.(2010). “Home Based Vegetable Production System.”
07 Issue: 06 | June 2020
2. S. A. B. Anas, R. S. S. Singh, and N. A. B. Kamarudin, "Designing an IoT Agriculture Monitoring System for Improving Farmer’s
Acceptance of Using IoT Technology," Engineering, Technology & Applied Science Research, vol. 12,no. 1,pp. 8157–8163, Feb. 2022.
3. G. Kaur, P. Upadhyaya, and P. Chawla, "IoT Based Mobile Application for Monitoring of Hydroponic Vertical Farming," in 2022 10th
International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO), Noida, India,
Jul. 2022
4. Vibhu Sharma, Dr. V.K Srivastav “Iot & Artificial Intelligence Based Automated Smart Hydroponics System” | Volume 11, Issue 1
January 2023.
5. A. Shrivastava, C. K. Nayak, R. Dilip, S. R. Samal, S. Rout, and S. M. Ashfaque, "Automatic robotic system design and development for
vertical hydroponic farming using IoT and big data analysis," Materials Today: Proceedings, vol. 80, pp. 3546– 3553, Jan 2023
6. Mark Griffiths " The Design and Implementation Of a Hydroponics Control System" M.S theses, Dept. of Information Technology, Oulu
University of Applied Sciences, Finland.,2014.
7. Vijendra Sahare, Preet Jain " Automated Hydroponic System using Psoc4 Prototyping Kit to Deliver Nutrients Solution Directly to Roots
of Plants on Time Basis" Dept. of ECE, SVITS College, Indore, MP, India,2015.
8. Carlos A.P.camara “Automated system developed to control pH and concentration of nutrient solution evaluated in hydrophonic lettuce”,
Department of Chemistry, State University of Londrina,Brazil,2012
9. Dimitrios Savvas “Hydroponics: A modern technology supporting the application of integrated crop management in greenhouse ”,
Department of Floriculture and Landscape Architecture, Faculty of Agricultural Technology,Greece,2003.
10. Dr.Hector Munoz.(2010). “Home Based Vegetable Production System.”
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