An Assessment of the Control and Monitoring Functionalities of a Developed Small-Scale Aquaculture System

Paper Details

Research Paper 09/10/2022
Views (1184)
current_issue_feature_image
publication_file

An Assessment of the Control and Monitoring Functionalities of a Developed Small-Scale Aquaculture System

Jamali A. Nagamora, Seth Courage H. Angeles, Rosalie Vertudes, Jeffrey Ken B. Balangao, Abdul Halil S. Abdullah II
Int. J. Biosci. 21(4), 89-100, October 2022.
Copyright Statement: Copyright 2022; The Author(s).
License: CC BY-NC 4.0

Abstract

In smart aquaculture, devices and technologies are integrated to facilitate automated operations, manage facilities and machinery and maintain water quality parameters. This study aimed at assessing control and monitoring functionalities in an automated small-scale aquaculture system. In this work, the requirements to sustain aquaculture systems such as light intensity, humidity, water temperature and dissolved oxygen have been considered in the selection of appropriate sensors for monitoring and control. The controls of the system were able to maintain proper light intensity, water temperature, and humidity. Water aeration also provided enough dissolved oxygen into the system. The outcome of this work indicated the performance and testing of the different sensors for monitoring and controlling parameters to sustain the automated aquaculture system. It can be recommended to include in the study other important parameters such as pH, oxidation-reduction potential, and salinity, among others. It can be recommended to provide more water heaters for fast water heating in the system. And if the system is being applied to a naturally hot area, a cooling study or assessment may also be made.

Andini M, Dewi OC, Marwati A. 2021. Urban Farming During the Pandemic and Its Effect on Everyday Life. International Journal of Built Environment and Scientific Research 5(1), 51-62. https://doi.org/10.24853/ijbesr.5.1.51-62

Sroka W, Bojarszczuk J, Satoła Ł, Szczepańska B, Sulewski P, Lisek S, Luty L, Zioło M. 2021. Understanding residents’ acceptance of professional urban and peri-urban farming: A socio-economic study in Polish metropolitan areas. Land Use Policy 109, 105599. https://doi.org/10.1016/j.landusepol.2021.105599

Atmaja T, Yanagihara M, Fukushi K. 2020. Geospatial Valuation of Urban Farming in Improving Cities Resilience: A Case of Malang City, Indonesia. The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences 43, 107-113. https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-107-2020

Ng AK, Mahkeswaran R. 2021. Emerging and disruptive technologies for urban farming: A review and assessment. Journal of physics: Conference series 2003(1), 012008. https://doi.org/10.1088/1742-6596/2003/1/012008

Gulyas BZ, Edmondson JL. 2021. Increasing city resilience through urban agriculture: Challenges and solutions in the Global North. Sustainability 13(3), 1465. https://doi.org/10.3390/su13031465

Langemeyer J, Madrid-Lopez C, Beltran AM, Mendez GV. 2021. Urban agriculture—A necessary pathway towards urban resilience and global sustainability?. Landscape and Urban Planning 210, 104055. https://doi.org/10.1016/j.landurbplan.2021.104055

Komalawati K, Romdon AS, Hartono FR, Murtiati S, Arianti FD, Hariyanto W, Oelviani R. 2022. Urban Farming as a Resilient Strategy During COVID-19 Pandemic. Journal of Resilient Economies 2(1), 38-48. https://doi.org/10.25120/jre.2.1.2022.3910

Sia A, Tan PY, Wong JCM, Araib S, Ang WF, Er KBH. 2022. The impact of gardening on mental resilience in times of stress: A case study during the COVID-19 pandemic in Singapore. Urban Forestry & Urban Greening 68, 127448. https://doi.org/10.1016/j.ufug.2021.127448

Nagamora JA, Carpio JMA, Abdullah II AHS, Pallugna RC, Balangao JKB, Recente CP. 2022. DESIGN OF AN IOT-BASED SMALL SCALE INDOOR HYDROPONICS WITH GEO-SOLAR SYSTEM. International Journal of Electrical Engineering and Technology 13(5), 51-60. https://doi.org/10.17605/OSF.IO/MDC6

Hu Z, Zhang Y, Zhao Y, Xie M, Zhong J, Tu Z, Liu J. 2019. A water quality prediction method based on the deep LSTM network considering correlation in smart mariculture. Sensors 19(6), 1420. https://doi.org/10.3390/s19061420

Eze E, Ajmal T. 2020. Dissolved oxygen forecasting in aquaculture: a hybrid model approach. Applied Sciences 10(20), 7079. https://doi.org/10.3390/app10207079

Vo TTE, Ko H, Huh JH, Kim Y. 2021. Overview of smart aquaculture system: Focusing on applications of machine learning and computer vision. Electronics 10(22), 2882. https://doi.org/10.3390/electronics10222882

Rashid M, Nayan AA, Rahman M, Simi SA, Saha J, Kibria MG. 2021. IoT based smart water quality prediction for biofloc aquaculture. International Journal of Advanced Computer Science and Applications 12(6), 56-62. https://doi.org/10.48550/arXiv.2208.08866

Sharma D, Kumar R. 2021. Smart Aquaculture: Integration of Sensors, Biosensors, and Artificial Intelligence. In Biosensors in Agriculture: Recent Trends and Future Perspectives (p 455-464). Springer, Cham. https://doi.org/10.1007/978-3-030-66165-6_21

Imai T, Arai K, Kobayashi T. 2019. Smart aquaculture system: A remote feeding system with smartphones. In 2019 IEEE 23rd International Symposium on Consumer Technologies (ISCT) (93-96 p). IEEE. https://doi.org/10.1109/ISCE.2019.8901026

Kassem T, Shahrour I, El Khattabi J, Raslan A. 2021. Smart and Sustainable Aquaculture Farms. Sustainability 13, 685. https://doi.org/10.3390/su131910685

Related Articles

Medicinal plants sold in Daloa markets: Traditional knowledge and Public health issues

Kouakou Yao Bertin, Kouakou Assoman Serge Alain, Kouame Yao Anicet Gervais, Malan Djah François, Bakayoko Adama, Int. J. Biosci. 27(2), 200-210, August 2025.

Agronomic performance and profitability of coffee wildlings using different soil media mixtures

Maribel L. Fernandez, Ricardo B. Casauay, Ronel A. Collado, Int. J. Biosci. 27(2), 189-199, August 2025.

Implications of aberrant glycosylation on age-related disease progression

Tahmid Ahmad Patwary, Mukramur Rahman, Md. Nafis Fuad Prottoy, Sayad Md. Didarul Alam, Int. J. Biosci. 27(2), 176-188, August 2025.

Design and development of solar powered water sprayer: A green technology innovation

Lorenzo V. Sugod, Int. J. Biosci. 27(2), 159-175, August 2025.

Knowledge, attitudes, practices, and social awareness regarding SARS-CoV-2 infection in the kyrgyz population in the post-pandemic period

Mirza Masroor Ali Beg, Haider Ali, Yahya Nur Ahmed, Yavuz Gunduz, Hafsa Develi, Tilekeeva UM, Int. J. Biosci. 27(2), 151-158, August 2025.

Tumor suppressing ability of myrtenal in DMBA-induced rat mammary cancer: A biochemical and histopathological evaluation

Manoharan Pethanasamy, Shanmugam M. Sivasankaran, Saravanan Surya, Raju Kowsalya, Int. J. Biosci. 27(2), 141-150, August 2025.

Assessing tree diversity in cashew plantations: Environmental and agronomic determinants in buffer zones of Mont Sangbé National Park, western Côte d’Ivoire

Kouamé Christophe Koffi, Kouakou Hilaire Bohoussou, Serge Cherry Piba, Naomie Ouffoue, Sylvestre Gagbe, Alex Beda, Adama Tondossama, Int. J. Biosci. 27(2), 122-133, August 2025.