An Integrated IoT and Solar Energy System for Efficient Water Quality Monitoring at Sustainable Intensive Shrimp Aquacultures
Received: 15 December 2025 | Revised: 21 January 2026 | Accepted: 7 February 2026 | Online: 4 April 2026
Corresponding author: Eky Novianarenti
Abstract
The intensive shrimp farming industry in Indonesia currently faces a significant sustainability challenge due to its heavy reliance on diesel-powered aerators. This dependency is exacerbated by unpredictable fuel prices and a lack of automated water quality management, leaving farms vulnerable to critical environmental fluctuations. In response, this study presents a pilot-scale validation of the "Shrimp Aqua Voltaic" (SAV), a hybrid system that seamlessly integrates solar energy with real-time IoT monitoring and smart aeration control. The primary goal was to assess the system's capacity to restore oxygen levels during critical drops and to conduct a rigorous energy audit within an off-grid framework. This study proposes a solar-powered IoT-based aeration system for real-time monitoring and control of water quality, focusing on Dissolved Oxygen (DO) management in intensive shrimp farming. Field trials were conducted over 5 consecutive days in a controlled test pond, supplemented by a one-day benchmark comparison against standard 3-phase industrial aerators. The results were highly encouraging: the SAV system autonomously detected a simulated hypoxic event (0.8 mg/L DO) and effectively raised oxygen levels to a safe zone (6.8 mg/L) within just one hour—a performance on par with a 1 HP industrial aerator. However, the energy audit revealed a critical insight for future optimization: the parasitic load from the continuous IoT monitoring system consumes approximately 62% of the daily energy budget. While the SAV system demonstrates mechanical reliability in preventing stock loss, these findings underscore that achieving commercial scalability necessitates electrical optimization, primarily through the implementation of DC coupling for instrumentation alongside the integration of smart power-management algorithms.
Keywords:
paddle wheel aerator, solar photovoltaic, IoT, energy efficiency, dissolved oxygen, aquacultureDownloads
References
The State of World Fisheries and Aquaculture 2022. FAO, 2022.
F. M. Yusoff, W. A. D. Umi, N. M. Ramli, and R. Harun, "Water quality management in aquaculture," Cambridge Prisms: Water, vol. 2, Jan. 2024, Art. no. e8. DOI: https://doi.org/10.1017/wat.2024.6
V. Kumar, A. Mitra, S. Roy, A. Majumder, and B. K. Das, "Disease in shrimp aquaculture: diagnosis and strategies for sustainable management," Annals of Animal Science, Aug. 2025. DOI: https://doi.org/10.2478/aoas-2025-0063
C. E. Boyd and A. A. McNevin, "Aerator energy use in shrimp farming and means for improvement," Journal of the World Aquaculture Society, vol. 52, no. 1, pp. 6–29, Feb. 2021. DOI: https://doi.org/10.1111/jwas.12753
M. Badiola, D. Mendiola, and J. Bostock, "Recirculating Aquaculture Systems (RAS) analysis: Main issues on management and future challenges," Aquacultural Engineering, vol. 51, pp. 26–35, Nov. 2012. DOI: https://doi.org/10.1016/j.aquaeng.2012.07.004
C. F. San Andres et al., "Effects of Diurnal Oxygen Variation on Survival, Growth, and Stress Gene Expression in Pacific White Shrimp Litopenaeus vannamei," Aquaculture Research, vol. 2025, no. 1, 2025, Art. no. 8041189. DOI: https://doi.org/10.1155/are/8041189
N. Akazawa et al., Reducing disease risk in aquaculture. World Bank, 2014.
K. Viswanathan and E. Genio, "Socioeconomics of responsible aquaculture in Asia," in Proceedings of the Seminar-Workshop on Responsible Aquaculture Development in Southeast Asia. SEAFDEC Aquaculture Department, 1999, pp. 12–14.
Y. C. Alvarez, Y. G. González, R. J. Borges, L. A. I. Carrera, J. M. Álvarez-Alvarado, and J. Rodríguez-Reséndiz, "Energy Efficiency and Mathematical Modeling of Shrimp Pond Oxygenation: A Multiple Regression Experimental Study," Eng, vol. 5, no. 4, pp. 2862–2885, Nov. 2024. DOI: https://doi.org/10.3390/eng5040149
I. M. A. Nugraha and I. G. M. N. Desnanjaya, "Energy Efficiency in Aeration Systems for Aquaculture Ponds: A Comprehensive Review," Jurnal Riset Akuakultur, pp. 1–25, June 2025. DOI: https://doi.org/10.15578/jra.20.1.2025.1-25
I. C. Cardenas, "Mitigation of climate change. Risk and uncertainty research gaps in the specification of mitigation actions," Environmental Science & Policy, vol. 162, Dec. 2024, Art. no. 103912. DOI: https://doi.org/10.1016/j.envsci.2024.103912
H. H. Ravindra Sontakke1*, "Application of Micro and Nano Aeration in Aquaculture," The Science World, Mar. 2024.
S. Yaparatne, J. Morón-López, D. Bouchard, S. Garcia-Segura, and O. G. Apul, "Nanobubble applications in aquaculture industry for improving harvest yield, wastewater treatment, and disease control," Science of The Total Environment, vol. 931, June 2024, Art. no. 172687. DOI: https://doi.org/10.1016/j.scitotenv.2024.172687
L. Parra, S. Sendra, L. García, and J. Lloret, "Design and Deployment of Low-Cost Sensors for Monitoring the Water Quality and Fish Behavior in Aquaculture Tanks during the Feeding Process," Sensors, vol. 18, no. 3, Mar. 2018, Art. no. 750. DOI: https://doi.org/10.3390/s18030750
K. M. R. Ramkissoon, "Cost Benefit Analysis of Implementing a Solar Photovoltaic System," International Journal of Innovative Research in Science, Engineering and Technology, vol. 4, no. 12, pp. 11696–11703, Dec. 2015. DOI: https://doi.org/10.15680/IJIRSET.2015.0412006
I. P. E. W. Pratama, F. A. Kusuma, S. F. Mujiyanti, R. Schirhagl, and T. L. Nanta, "Solar-based aerator with water quality monitoring in vannamei shrimp pond," International Journal of Electrical and Computer Engineering (IJECE), vol. 14, no. 5, Oct. 2024, Art. no. 5048. DOI: https://doi.org/10.11591/ijece.v14i5.pp5048-5054
P. R. Shukla et al., Eds., Climate Change 2022: Impacts, Adaptation and Vulnerability. Contribution of Working Group III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. 2022.
M. S. U. Chowdury et al., "IoT Based Real-time River Water Quality Monitoring System," Procedia Computer Science, vol. 155, pp. 161–168, 2019. DOI: https://doi.org/10.1016/j.procs.2019.08.025
H. Sewilam, F. Kimera, and P. Nasr, "Water energy food nexus model: an integrated aqua-agriculture system to produce tilapia and sweet basil using desalinated water," Environmental Science and Pollution Research, vol. 30, no. 6, pp. 15975–15990, Sept. 2022. DOI: https://doi.org/10.1007/s11356-022-23240-0
Binal Tandel and H. V. Parmar, "Smart Aquaculture: IOT AND AI Application for Sustainable Fisheries," The Science World, Feb. 2025.
A. Zuhaer, A. Khandoker, N. Enayet, P. K. P. Partha, and Md. A. Awal, "Sustainable aquaculture: An Iot-integrated system for real-time water quality monitoring featuring advanced do and ammonia sensors," Aquacultural Engineering, vol. 112, Jan. 2026, Art. no. 102620. DOI: https://doi.org/10.1016/j.aquaeng.2025.102620
H. Kongkeo and M. Phillips, "Developments in sustainable shrimp farming in Southeast Asia," in ADSEA ’99 Proceedings, 1999, pp. 27–43.
N. Ravichandran, N. Ravichandran, and B. Panneerselvam, "Performance analysis of a floating photovoltaic covering system in an Indian reservoir," Clean Energy, vol. 5, no. 2, pp. 208–228, June 2021. DOI: https://doi.org/10.1093/ce/zkab006
N. A. Abdullah, A. Syahri, F. Amir, A. Harmin, and H. Umar, "Solar Energy for Water Optimization: Advancing Clean Water Distribution at Universitas Samudra," Journal of Sustainability Perspectives, vol. 3, no. 3, pp. 564–571, Nov. 2023. DOI: https://doi.org/10.14710/jsp.2023.21645
J. Dellosa and E. V. Palconit, "Resource Assessment of a Floating Solar Photovoltaic (FSPV) System with Artificial Intelligence Applications in Lake Mainit, Philippines," Engineering, Technology & Applied Science Research, vol. 12, no. 2, pp. 8410–8415, Apr. 2022. DOI: https://doi.org/10.48084/etasr.4863
K. Ma’ruf, R. J. Setiawan, M. R. Ramadhan, Arbain, M. D. P. L. Kanny, and M. Kual, "Design and Implementation of an Internet of Things (IoT)-Based Real-Time Monitoring System on a Water Hyacinth Fiber Drying Machine: A Small Industry Case Study," Engineering, Technology & Applied Science Research, vol. 15, no. 6, pp. 29347–29353, Dec. 2025. DOI: https://doi.org/10.48084/etasr.14207
Y. Apriani, M. A. Dwiansyah, W. A. Oktaviani, and M. Hurairah, "Iot Monitoring Using ESP8266 on Solar Powered Aerator," Formosa Journal of Sustainable Research, vol. 2, no. 1, pp. 183–194, Jan. 2023. DOI: https://doi.org/10.55927/fjsr.v2i1.2560
M. Yu, Y. Feng, B. Ouyang, P. S. Wills, and Y. Tang, "Dissolved oxygen in aquaculture ponds: Causal factors, predictive modeling, and intelligent monitoring," Aquacultural Engineering, vol. 112, Jan. 2026, Art. no. 102634. DOI: https://doi.org/10.1016/j.aquaeng.2025.102634
T. Stahl, G. Duffy, S. Kestel, and M. Gray, "Dissolved Oxygen Control Based in Real-Time Oxygen Uptake Rate Estimation," Florida Water Resources Journal, pp. 50–100, Apr. 2013.
S. Moulick and B. C. Mal, "Performance Evaluation of Double-Hub Paddle Wheel Aerator," Journal of Environmental Engineering, vol. 135, no. 7, pp. 562–566, July 2009. DOI: https://doi.org/10.1061/(ASCE)0733-9372(2009)135:7(562)
H. Ariadi, A. Fahrurrozi, and T. Mujtahidah, "Analysis of energy efficiency and financial feasibility of using solar panels technology for paddle aerators in shrimp ponds," Aquaculture, Aquarium, Conservation & Legislation, vol. 18, no. 2, pp. 1037–1045, 2025.
B. Y. Dewantara, Moh. Jauhari, and D. Rahmatullah, "Desain Aerator Paddle Wheel untuk Tambak Udang Berbasis Solar Microinverter," Cyclotron, vol. 8, no. 01, Jan. 2025. DOI: https://doi.org/10.30651/cl.v8i01.23755
S. Islam, S. Haider, N. Sayadat, and S. Rahman, "Adoption of modern aquaculture technologies in fish farming: The case of rural Bangladesh," World Development Sustainability, vol. 5, Dec. 2024, Art. no. 100192. DOI: https://doi.org/10.1016/j.wds.2024.100192
Z. A. Fikriyadi, R. Nafiah, and D. M. P. Utami, "Optimisation of Solar-Powered Aerators for Shrimp Aquaculture," IOP Conference Series: Earth and Environmental Science, vol. 1488, no. 1, Apr. 2025, Art. no. 012131. DOI: https://doi.org/10.1088/1755-1315/1488/1/012131
T. T. E. Vo, H. Ko, J. H. Huh, and N. Park, "Overview of Solar Energy for Aquaculture: The Potential and Future Trends," Energies, vol. 14, no. 21, Oct. 2021. DOI: https://doi.org/10.3390/en14216923
E. C. Borres, T. B. Sayco, A. N. Espino, and J. C. Sacdalan, "Design and automation of a solar-powered floating-type aeration system (SPFTAS) for fish ponds," IOP Conference Series: Earth and Environmental Science, vol. 301, no. 1, Aug. 2019, Art. no. 012004. DOI: https://doi.org/10.1088/1755-1315/301/1/012004
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Copyright (c) 2026 Eky Novianarenti, Priyambodo Nur Ardi Nugroho, Anda Iviana Juniani, Imaniah Sriwijayasih, Rikky Leonard, Aminatus Sa'diyah, Zindhu Maulana Ahmad Putra

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