Research Topics Submitted

BOD5IQ Sensor


Natural Science

10 months ago

NCST


The innovation addresses a key challenge in wastewater management: the timely and cost-effective measurement of Five-Days Biochemical Oxygen Demand (BOD₅), a critical indicator of water quality. Traditionally, determining BOD₅ levels requires lengthy laboratory procedures that take up to five days, delaying decision-making and increasing operational costs at wastewater treatment facilities. To solve this problem , an artificial intelligence-driven software sensor was developed using data from the Kauma Wastewater Treatment Plant in Lilongwe, Malawi. This AI-powered tool uses machine learning algorithms to predict BOD₅ levels rapidly and accurately, providing a reliable alternative to conventional testing methods. By offering instant estimations, the software sensor enables operators to monitor and manage wastewater treatment plants. The innovation is planned for future expansion to other treatment plants in Blantyre city and across Malawi. These advancements aim to enhance wastewater treatment efficiency and protect water bodies from pollution due to untreated or poorly treated effluent.


Problem Statement:The innovation addresses a key challenge in wastewater management: the timely and cost-effective measurement of Five-Days Biochemical Oxygen Demand (BOD₅), a critical indicator of water quality. Traditionally, determining BOD₅ levels requires lengthy laboratory procedures that take up to five days, delaying decision-making and increasing operational costs at wastewater treatment facilities. To solve this problem , an artificial intelligence-driven software sensor was developed using data from the Kauma Wastewater Treatment Plant in Lilongwe, Malawi. This AI-powered tool uses machine learning algorithms to predict BOD₅ levels rapidly and accurately, providing a reliable alternative to conventional testing methods. By offering instant estimations, the software sensor enables operators to monitor and manage wastewater treatment plants. The innovation is planned for future expansion to other treatment plants in Blantyre city and across Malawi. These advancements aim to enhance wastewater treatment efficiency and protect water bodies from pollution due to untreated or poorly treated effluent.

Current State:Active

Country:Malawi