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The main purpose of the project was to remove the biofilms and sediments in the pipe while making sure the network does not experience discolorations. In this project only the preferred material (Plastic, Asbestos Cement, and Ductile Iron) mains were cleaned using two different approaches, namely robust flushing and air scouring. This paper is only concerned with the robust flushing aspect, where mains are cleaned by generating sufficient shear stress. The Prediction of Discolouration indoi:10.15131/shef.data.5364472.v1 fatcat:wokppoumwfcltnjoyd2gouflla