Frontiers in Emerging Artificial Intelligence and Machine Learning

  1. Home
  2. Archives
  3. Vol. 1 No. 1 (2024): Volume 01 Issue 01 2024 December
  4. Articles
Frontiers in Emerging Artificial Intelligence and Machine Learning

Article Details Page

IOT-Enabled Smart Aquaponics: Design, Monitoring, And Automation

Authors

  • Dr. Ahmad Faizal Bin Ismail Department of Agricultural and Biosystems Engineering, Universiti Putra Malaysia (UPM), Serdang, Malaysia
  • Engr. Dwi Rahayu Santosa Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia

Keywords:

Aquaponics, Internet of Things (IoT), Smart Farming, Automation

Abstract

Aquaponics, an innovative food production system, integrates aquaculture (raising aquatic animals) and hydroponics (growing plants without soil) in a symbiotic relationship, offering a sustainable approach to food production and resource recovery [1, 4]. Traditional aquaponic systems often require diligent manual monitoring and intervention, which can be labor-intensive and prone to human error. The advent of the Internet of Things (IoT) presents a transformative opportunity to enhance aquaponics by enabling real-time monitoring, automated control, and data-driven decision-making. This review explores the integration of IoT technology into smart aquaponics systems, detailing their design principles, key monitoring parameters, and automation capabilities. By leveraging sensors, microcontrollers, and cloud platforms, IoT-enabled aquaponics systems can optimize growing conditions, improve resource efficiency, and increase overall productivity. This article synthesizes current advancements, highlighting the benefits, challenges, and future directions for intelligent aquaponic farming.

References

Wongkiew, S., Hu, Z., Nhan, H. T., & Khanal, S. K. (2020). Aquaponics for resource recovery and organic food productions. In Current Developments in Biotechnology and Bioengineering: Sustainable Bioresources for the Emerging Bioeconomy. Elsevier B.V. https://doi.org/10.1016/B978-0-444-64309-4.00020-9

Dhanaraju, M., Chenniappan, P., Ramalingam, K., Pazhanivelan, S., & Kaliaperumal, R. (2022). Smart Farming: Internet of Things (IoT)-Based Sustainable Agriculture. Agriculture (Switzerland), 12(10), 1–26. https://doi.org/10.3390/agriculture12101745

Mazwan Muhammad, R., Rozana Nik Mohamed Masdek, N., Tarmizi Haimid, M., Zahrah Ponari, S., & Sayuti, Z. (2020). Impact of urban farming technology on urban community in Malaysia (Impak teknologi pertanian bandar kepada komuniti bandar di Malaysia). Economic and Technology Management Review, 15, 37–49.

Goddek, S. (2019). Aquaponics Food Production Systems. In S. Goddek, A. Joyce, B. Kotzen, & G. M. Burnell (Eds.), Aquaponics Food Production Systems. Springer Open. https://doi.org/10.1007/978-3-030-15943-6

Farhan Mohd Pu’Ad, M., Azami Sidek, K., & Mel, M. (2020). IoT based water quality monitoring system for aquaponics. Journal of Physics: Conference Series, 1502(1), 1–9. https://doi.org/10.1088/1742-6596/1502/1/012020

Yildiz, H. Y., Robaina, L., Pirhonen, J., Mente, E., Domínguez, D., & Parisi, G. (2017). Fish welfare in aquaponic systems: Its relation to water quality with an emphasis on feed and faeces-A review. Water (Switzerland), 9(1), 1–17. https://doi.org/10.3390/w9010013

The Best Plants For Aquaponics. (n.d.). Go Green Aquaponics Blog. https://gogreenaquaponics.com/blogs/news/what-are-the-best-plants-for-aquaponics#google_vignette

Sansri, S., Hwang, W. Y., & Srikhumpa, T. (2019). Design and implementaion of smart small aquaponics system. Proceedings - 2019 12th International Conference on Ubi-Media Computing, Ubi-Media 2019, 323–327. https://doi.org/10.1109/Ubi-Media.2019.00071

John, J., & Mahalingam P., M. P. R. (2021). Automated Fish Feed Detection in IoT Based Aquaponics System. 2021 8th International Conference on Smart Computing and Communications: Artificial Intelligence, AI Driven Applications for a Smart World, ICSCC 2021, 286–290. https://doi.org/10.1109/ICSCC51209.2021.9528186

Jamie. (2023). Best Fish for Aquaponics: 29 Species + Complete Grower’s Guide. WHYFARMIT. https://whyfarmit.com/best-fish-for-aquaponics/

Astuti, L. P., Warsa, A., & Krismono. (2022). The Ability of Some Vegetables to Reduce Nutrients from Fish Culture Waste to Support Environmentally Friendly Floating Net Cage Culture. IOP Conference Series: Earth and Environmental Science, 1062(1), 0–7. https://doi.org/10.1088/1755-1315/1062/1/012028

Syarifudin, A. A., Prayogo, Suciyono, Kenconojati, H., Santanumurti, M. B., Lamadi, A., & Jati, C. W. (2023). Performance of Climbing Perch (Anabas testudineus) and Bok Choy (Brassica chinensis) in Aquaponics Systems Using Nutrient Film Technique in Indonesian Small-scale Livestock. Pertanika Journal of Tropical Agricultural Science, 46(4), 1375–1390. https://doi.org/10.47836/pjtas.46.4.19

Kodali, R. K., & Sabu, A. C. (2022). Aqua Monitoring System using AWS. 2022 International Conference on Computer Communication and Informatics, ICCCI 2022, 1–5. https://doi.org/10.1109/ICCCI54379.2022.9740798

Khaoula, T., Abdelouahid, R. A., Ezzahoui, I., & Marzak, A. (2021). Architecture design of monitoring and controlling of IoT-based aquaponics system powered by solar energy. Procedia Computer Science, 191, 493–498. https://doi.org/10.1016/j.procs.2021.07.063

Menon, P. C. (2020). IoT enabled Aquaponics with wireless sensor smart monitoring. Proceedings of the 4th International Conference on IoT in Social, Mobile, Analytics and Cloud, ISMAC 2020, 171–176. https://doi.org/10.1109/I-SMAC49090.2020.9243368

Riansyah, A., Mardiati, R., Effendi, M. R., & Ismail, N. (2020). Fish feeding automation and aquaponics monitoring system base on IoT. Proceedings - 2020 6th International Conference on Wireless and Telematics, ICWT 2020, 1–4. https://doi.org/10.1109/ICWT50448.2020.9243620

Ambrosio, A. Z. M. H., Jacob, L. H. M., Rulloda, L. A. R., Jose, J. A. C., Bandala, A. A., Sy, A., Vicerra, R. R., & Dadios, E. P. (2019). Implementation of a Closed Loop Control System for the Automation of an Aquaponic System for Urban Setting. 2019 IEEE 11th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management, HNICEM 2019, 1–5. https://doi.org/10.1109/HNICEM48295.2019.9072729

Abdullah, M. S. T., & Mazalan, L. (2022). Smart Automation Aquaponics Monitoring System. International Journal on Informatics Visualization, 6(May), 256–263.

Pinker, I., Bubner, U., & Bohme, M. (2007). Selection of water spinach (Ipomoea aquatica Forssk.) - Genotypes for protected cultivation in temperate regions. Acta Horticulturae, 752(September), 441–445. https://doi.org/10.17660/actahortic.2007.752.80

Soleh, A. R. M., Sulaiman, N., & Kassim, M. (2023). Smart IoT-Based Aquarium Monitoring System on Anabas Testudineus Habitat using NodeMcu and Blynk Platform. 2023 19th IEEE International Colloquium on Signal Processing and Its Applications, CSPA 2023 - Conference Proceedings, 292–297. https://doi.org/10.1109/CSPA57446.2023.10087383

Dash, L., Kumar, R., Mohanta, K. N., Mohanty, U. L., Pillai, B. R., & Sundaray, J. K. (2019). Effect of feeding frequency on growth, feed utilisation and cannibalism in climbing perch Anabas testudineus (Bloch 1792) fry. Indian Journal of Fisheries, 66(1), 106–111. https://doi.org/10.21077/ijf.2019.66.1.82268-14

Downloads

Published

2024-12-17

How to Cite

Dr. Ahmad Faizal Bin Ismail, & Engr. Dwi Rahayu Santosa. (2024). IOT-Enabled Smart Aquaponics: Design, Monitoring, And Automation. Frontiers in Emerging Artificial Intelligence and Machine Learning, 1(1), 21–25. Retrieved from https://irjernet.com/index.php/feaiml/article/view/27