PREDICTING SEWER CHOKES THROUGH MACHINE LEARNING
Advanced analytics to predict the number, location and type of chokes in sewer assets
B Cameron, M McGowan, C Mitchell, J Winder, R Kerr, M Zhang
In 2015, sewer chokes cost Sydney Water and its customers over $10 million. Sewer chokes are blockages typically caused by external factors such as tree roots, fats and grease, and foreign items in the ...