Design and develop an IoT automated nutrient control in a hydroponic system

Downloads
Hydroponics farming is becoming increasingly popular due to its consistent ability to produce healthier plants in a controlled environment and nutrient solution. However, precise and frequent monitoring of the pH, temperature, and nutrient level is required in traditional hydroponic systems, which makes the labor monitoring process more complex and time-consuming. The aim of this study is to present the prototype of an automated nutrient control system that is applied in Nutrient Film Technique (NFT) hydroponic systems. The control system combines different sensors to monitor pH and EC levels continuously with the assistance of an Arduino Uno R3 microcontroller to process real-time monitoring data to adjust nutrient ratios dynamically. Meanwhile, the observation of lighting duration on indoor plant growth was recorded to justify the usage of indoor lighting for growing commercial crops. In this study, we used Dwarf Bak Choy (Brassica rapa chinensis) to evaluate the effects of various nutrient solution concentrations and lighting on plant growth.
M. Sakamoto and T. Suzuki, "Effect of Nutrient Solution Concentration on the Growth of Hydroponic Sweetpotato," Agronomy, vol. 10, no. 11, p. 1708, 2020. [Online]. Available: https://doi.org/10.3390/agronomy10111708.
M. Wu and C. Kubota, "Effects of Electrical Conductivity of Hydroponic Nutrient Solution on Leaf Gas Exchange of Five Greenhouse Tomato Cultivars," HortTechnology, vol. 18, no. 2, pp. 271-277, 2008. [Online]. Available: https://doi.org/10.21273/HORTTECH.18.2.271.
B. E. Whipker, D. A. Bailey, P. V. Nelson, W. C. Fonteno, and P. A. Hammer, "A novel approach to calculate acid additions for alkalinity control in greenhouse irrigation water," Communications in Soil Science and Plant Analysis, vol. 27, pp. 959-976, 1996. doi: https://doi.org/10.1080/00103629609369610.
J. Ranganathan, R. Waite, T. Searchinger, and C. Hanson, "How to Sustainably Feed 10 Billion People by 2050, in 21 Charts," WRI, Dec. 2018. [Online]. Available: https://www.wri.org/insights/how-sustainably-feed-10-billion-people-2050-21-charts.
R. G. Mapari, K. B. Bhangale, P. Patil, H. Tiwari, S. Khot, and S. Rane, "An IoT based Automated Hydroponics Farming and Real Time Crop Monitoring," in 2022 2nd International Conference on Intelligent Technologies (CONIT), Hubli, India, 2022, pp. 1-5. doi: https://doi.org/10.1109/CONIT55038.2022.9848402.
A. Dudwadkar, "Automated Hydroponics with Remote Monitoring and Control using IoT," International Journal of Engineering Research and, vol. V9, no. 06, 2020. doi: https://doi.org/10.17577/ijertv9is060677.
R. Sisyanto, S. Suhardi, and N. B. Kurniawan, "Hydroponic smart farming using cyber physical social system with telegram messenger," in 2017 International Conference on Information Technology Systems and Innovation (ICITSI), 2017, pp. 239-245. doi: https://doi.org/10.1109/ICITSI.2017.8267950.
P. Thakur, M. Malhotra, R. M. Bhagat et al., "IoT-based Monitoring and Control System for Hydroponic Cultivation: A Comprehensive Study," Research Square, preprint, 2023. doi: https://doi.org/10.21203/rs.3.rs-2821030/v1.
X. Ding et al., "Electrical conductivity of nutrient solution influenced photosynthesis, quality, and antioxidant enzyme activity of pakchoi (Brassica campestris L. ssp. Chinensis) in a hydroponic system," PLoS ONE, vol. 13, no. 6, 2018. doi: https://doi.org/10.1371/journal.pone.0199376.
Y. E. Fimbres-Acedo, S. Traversari, S. Cacini, G. Costamagna, M. Ginepro, and D. Massa, "Testing the Effect of High pH and Low Nutrient Concentration on Four Leafy Vegetables in Hydroponics," Agronomy, vol. 13, no. 1, p. 41, 2022. doi: https://doi.org/10.3390/agronomy13010041.
S. Parks and C. Murray, "Leafy Asian vegetable and their nutrition in hydroponics," NSW Department of Primary Industries, 2011. [Online]. Available: https://www.dpi.nsw.gov.au/__data/assets/pdf_file/0007/385576/Leafy-Asian-veg-final-Low-Res.pdf.
F. C. Gomez-Merino and L. I. Trejo-Tellez, "Nutrient Solution for Hydroponic Systems," in Hydroponics: A Standard Methodology for Plant Biological Researches, Rijeka: InTech, 2012. doi: https://doi.org/10.5772/37578.
H. Singh, B. Dunn, M. Payton, "Hydroponic pH Modifiers Affect Plant Growth And Nutrient Content In Leafy Greens," Journal of Horticultural Research, vol. 27, no. 1, pp. 31-40, 2019. doi: https://doi.org/10.2478/johr-2019-0004.
L. Kui, H. Zhi, Y. Yong, "Influence of Light Quality and Intensity on Biomass and Biochemical Contents of Hydroponically Grown Lettuce," HortScience, vol. 53, no. 8, pp. 1157-1163, 2018. doi: https://doi.org/10.21273/HORTSCI.53.8.1157.
L. Li, Y. X. Tong, J. L. Lu, Y. M. Li, Q. Yang, "Lettuce Growth, Nutritional Quality, and Energy Use Efficiency as Affected by Red-Blue Light Combined with Different Monochromatic Wavelengths," ResearchGate, 2020. doi: https://doi.org/10.3389/fpls.2020.00467.
M. Mickens et al., "Growth of red pak choi under red and blue, supplemented white, and artificial sunlight provided by LEDs," Scientia Horticulturae, vol. 245, pp. 200-209, 2018. doi: https://doi.org/10.1016/j.scienta.2018.10.023.
T. Setiawati, A. Ayalla, M. Nurzaman, A. Mutaqin, "Influence of Light Intensity on Leaf Photosynthetic Traits and Alkaloid Content of Kiasahan (Tetracera scandens L.)," IOP Conference Series: Earth and Environmental Science, vol. 166, p. 012025, 2018. doi: https://doi.org/10.1088/1755-1315/166/1/012025.
Y. Prasetia, A. G. Putrada, and A. Rakhmatsyah, "Evaluation of IoT-Based Grow Light Automation on Hydroponic Plant Growth," *Jurnal Ilmiah Teknik Elektro Komputer dan Informatika, vol. 7, p. 314, 2021. doi: https://doi.org/10.26555/jiteki.v7i2.21424.
P. Bugayong, J. Casalla, J. Lopez, and M. C. Pacis, "Smart Hydroponic System with Hybrid Switching Mechanism, LED Illumination, and IOT using Zigbee Technology," in 2022 IEEE 14th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM), pp. 1-6, 2022.
G. W. Michael, F. S. Tay, and Y. L. Then, "Development of Automated Monitoring System for Hydroponics Vertical Farming," Journal of Physics: Conference Series, vol. 1844, no. 1, p. 012024, Mar. 2021, doi: 10.1088/1742-6596/1844/1/012024.
F. Tay, S. B. A. Kashem, and W. C. Y. Seng, "Automated Miniature Greenhouse," Adv. Sci. Lett., vol. 23, no. 6, pp. 5309–5313, Jun. 2017, doi: 10.1166/asl.2017.7365.
M. A. Z. M. Rafique, F. S. Tay, and Y. L. Then, "Design and Development of Smart Irrigation and Water Management System for Conventional Farming," Journal of Physics: Conference Series, vol. 1844, no. 1, p. 012009, 2021, doi: 10.1088/1742-6596/1844/1/012009.
J. E. J. Fong, F. S. Tay, and Y. L. Then, "Vision-Based Monitoring (VBM) for Plant Quality and Control System," Advanced Science Letters, vol. 23, no. 6, pp. 5309–5313, Jun. 2017, doi: 10.1166/asl.2017.7365.