Warning: ini_set(): A session is active. You cannot change the session module's ini settings at this time in /home/medicalscie/public_html/thesesjournal.com/lib/pkp/classes/session/SessionManager.inc.php on line 69

Warning: Cannot modify header information - headers already sent by (output started at /home/medicalscie/public_html/thesesjournal.com/lib/pkp/classes/session/SessionManager.inc.php:69) in /home/medicalscie/public_html/thesesjournal.com/plugins/generic/citationStyleLanguage/CitationStyleLanguagePlugin.inc.php on line 478

Warning: Cannot modify header information - headers already sent by (output started at /home/medicalscie/public_html/thesesjournal.com/lib/pkp/classes/session/SessionManager.inc.php:69) in /home/medicalscie/public_html/thesesjournal.com/plugins/generic/citationStyleLanguage/CitationStyleLanguagePlugin.inc.php on line 479
TY - JOUR AU - Muzamil Adrees, AU - Muhammad Yousaf, AU - Ahmed Raza Asad, AU - Muhammad Faizan Jillani, AU - Ahmed Imran, PY - 2026/03/31 Y2 - 2026/10/08 TI - PRECISION MONITORING INDOOR AQUAPONIC THROUGH IOT-INTEGRATED SYSTEM JF - Spectrum of Engineering Sciences JA - SES VL - 4 IS - 3 SE - Articles DO - UR - https://www.thesesjournal.com.medicalsciencereview.com/index.php/1/article/view/3822 SP - 6039-6066 AB - <p><em>Indoor farming can produce food with sustainability benefits via urbanisation and removing some of the pressure from traditional agriculture. However, efficiency and scalability can be improved by programming the management of environmental circumstances. This project is intended to generate a Smart Indoor Farming system that uses IoT and AI to fully automate crop monitoring as well as real-time adaptive management of conditions. The system integrates displays for temperature, humidity, soil moisture, and light intensity. It practices AI algorithms for predictive analytics and automatic decision making through Fuzzy logic, as well as anomaly detection feedback loops. Aquaculture is a type of cultivation, also called fish farming. Basically, it is a cultivation of aquatic organisms like fish and plants under an environment that is controlled by using technologies. In smart indoor farming, we integrate the aquaculture with modern tools such as AI (Artificial Intelligence) and IoT (Internet of Things), which are used for controlling and monitoring the temperature, water quality, oxygen level, and the schedule of oxygen. It also ensures the health of fish and a higher yield of crops. We can use the Tilapia and Catfish in this system because of their abilities to grow efficiently in a controlled environment. AI and IoT not only increase productivity but also minimize human error and reduce resource wastage.</em></p> ER -