Design and Implementation of Water Quality Control and Monitoring Devices in a Small-Scale Aquaculture System
Paper Details
Design and Implementation of Water Quality Control and Monitoring Devices in a Small-Scale Aquaculture System
Abstract
To sustain an aquaculture system, one of the focus is on monitoring and controlling of water quality parameters. This study aimed at designing water quality control and monitoring system to be integrated and implemented in a developed small-scale aquaculture system. In this work, the necessary requirements needed for fish growth and development such as pH, salinity, ammonia and algae contents were being considered in developing different sensors for monitoring and control. The outcome of this work indicated the design and performance evaluation of the different sensors used to monitor and control the water parameters in the system. The implemented functionalities were able to monitor and maintain the pH, salinity, ammonia and algae contents in the aquaculture system. It can be recommended to also integrate in the system other water quality parameters such as oxidation-reduction potential, water hardness, nitrites and nitrates, among others.
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 (455-464 p). Springer, Cham. https://doi.org/10.1007/978-3-030-66165-6_21
Ullah I, Kim DH. 2018. An optimization scheme for water pump control in smart fifish farm with effificient energy consumption. Processes 6(6), 65. https://doi.org/10.3390/pr6060065
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
Tsai KL, Chen LW, Yang LJ, Shiu HJ, Chen HW. 2022. IoT based Smart Aquaculture System with Automatic Aerating and Water Quality Monitoring. Journal of Internet Technology 23(1), 177-184. https://doi.org/10.53106/160792642022012301018
Nagamora JA, Angeles SCH, Vertudes R, Balangao JKB, Abdullah II AHS. 2022. An Assessment of the Control and Monitoring Functionalities of a Developed Small-Scale Aquaculture System. International Journal of Biosciences 21(4), 89-100. http://dx.doi.org/10.12692/ijb/21.4.89-100
Ab Aziz MA, Abas MF, Bashri MKAA, Saad NM, Ariff MH. 2019. Evaluating IoT based passive water catchment monitoring system data acquisition and analysis. Bulletin of Electrical Engineering and Informatics 8(4), 1373-1382. https://doi.org/10.11591/eei.v8i4.1583
Balakrishnan S, Rani S, Ramya KC. 2019. Design and development of IoT based smart aquaculture system in a cloud environment. International Journal of Oceans and Oceanography 13(1), 121-127.
Mustafa, FH, Bagul, AHBP, Senoo SS, Shapawi R. 2016. A review of smart fish farming systems. Journal of Aquaculture Engineering and Fisheries Research 2(4), 193-200. https://doi.org/10.3153/JAEFR16021
Jamali A. Nagamora, Leo Rey S. Sagun, Rosalie Vertudes, Jeffrey Ken B. Balangao, Abdul Halil S. Abdullah II (2022), Design and Implementation of Water Quality Control and Monitoring Devices in a Small-Scale Aquaculture System; IJB, V21, N6, December, P91-105
https://innspub.net/design-and-implementation-of-water-quality-control-and-monitoring-devices-in-a-small-scale-aquaculture-system/
Copyright © 2022
By Authors and International
Network for Natural Sciences
(INNSPUB) https://innspub.net
This article is published under the terms of the
Creative Commons Attribution License 4.0