Cherepovets Steel Mill, one of the world’s largest integrated steel plants (part of Severstal’s Russian Steel division), has launched the commercial operation of a digital predictive model to prevent failures at the hot rolling mill 2000 and thereby reduce its downtime. This model calculates the probability and risk of the pinion stand bearings overheating, which is one of the most frequent and costly causes ...

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