IoT-Based Monitoring and Optimization of Nutrient Film Technique Aquaponic Systems: Influence of Bio-Mechanical Filtration on Growth Rates of Oreochromis Niloticus and Brassica Rapa

This study investigates the effects of bio-mechanical filtration on the growth of Oreochromis Niloticus and Brassica Rapa in a Nutrient Film Technique (NFT) aquaponic system, focusing on water quality and system monitoring. Aquaponics integrates fish farming and hydroponics into a symbiotic system that requires precise nutrient and waste management. Bio-mechanical filtration, essential for removing waste and maintaining water quality, was paired with an IoT-based monitoring system that tracked ammonia, nitrate, pH, and temperature in real-time. This enabled timely filtration adjustments to sustain optimal conditions for both fish and plants. Growth rates were analyzed across various filtration configurations, revealing that enhanced filtration and monitoring significantly reduced ammonia and nitrate levels, resulting in improved growth rates. These findings highlight the potential of combining bio-mechanical filtration and IoT monitoring to optimize aquaponic systems, making them more efficient, scalable, and resource-conscious. This study contributes to aquaponic design advancements, aligning with Sustainable Development Goal 2 (SDG 2) by promoting sustainable food production and food security.

Authors

Institutions

Publication Details

Journal
International Journal of Advanced Research in Computational Thinking and Data Science
Published
2024-12-31
DOI
https://doi.org/10.37934/ctds.4.1.1018a
Primary Topic
Innovations in Aquaponics and Hydroponics Systems
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

IoT-Based Monitoring and Optimization of Nutrient Film Technique Aquaponic Systems: Influence of Bio-Mechanical Filtration on Growth Rates of Oreochromis Niloticus and Brassica Rapa

Suzi Seroja Sarnin, M. N. Md Tan, Norlela Ishak, Mohd Rizal Dohad et al.
International Journal of Advanced Research in Computational Thinking and Data Science
Innovations in Aquaponics and Hydroponics Systems
article

IoT-Based Monitoring and Optimization of Nutrient Film Technique Aquaponic Systems: Influence of Bio-Mechanical Filtration on Growth Rates of Oreochromis Niloticus and Brassica Rapa

Suzi Seroja Sarnin, M. N. Md Tan, Norlela Ishak, Mohd Rizal Dohad, Ghulam E Mustafa Abro
article en

Abstract

This study investigates the effects of bio-mechanical filtration on the growth of Oreochromis Niloticus and Brassica Rapa in a Nutrient Film Technique (NFT) aquaponic system, focusing on water quality and system monitoring. Aquaponics integrates fish farming and hydroponics into a symbiotic system that requires precise nutrient and waste management. Bio-mechanical filtration, essential for removing waste and maintaining water quality, was paired with an IoT-based monitoring system that tracked ammonia, nitrate, pH, and temperature in real-time. This enabled timely filtration adjustments to sustain optimal conditions for both fish and plants. Growth rates were analyzed across various filtration configurations, revealing that enhanced filtration and monitoring significantly reduced ammonia and nitrate levels, resulting in improved growth rates. These findings highlight the potential of combining bio-mechanical filtration and IoT monitoring to optimize aquaponic systems, making them more efficient, scalable, and resource-conscious. This study contributes to aquaponic design advancements, aligning with Sustainable Development Goal 2 (SDG 2) by promoting sustainable food production and food security.

International Journal of Advanced Research in Computational Thinking and Data ScienceVol. 4(1)
King Fahd University of Petroleum and Minerals (SA), Universiti Teknologi MARA (MY)
Universiti Teknologi MARA
Openalex Percentile: Top 72%
Innovations in Aquaponics and Hydroponics Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

IoT-Based Monitoring and Optimization of Nutrient Film Technique Aquaponic Systems: Influence of Bio-Mechanical Filtration on Growth Rates of Oreochromis Niloticus and Brassica Rapa — Suzi Seroja Sarnin, M. N. Md Tan, et al. · International Journal of Advanced Research in Computational Thinking and Data Science (2024) | TGRS Research Map | TGRS