Scaling in pipeline affects product quality for steel rolling manufacturers. Pipelines must be cut during shutdowns for inspection. It also causes cavitation in cooling pumps.
Continuously run a predictive model that uses real-time operational data to predict the scaling in the roller cooling circuit.
Increased product quality and a reduced scrap rate due to inconsistent roller cooling. Extended remaining useful life for pumps.