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Steel Times International: Reducing profile and flatness failures

September, 2020 - ROLLING – A significant improvement in profile and flatness failure reduction is achieved by precise process control through artificial intelligence (AI) and machine learning (ML). The main innovation is not only predicting profile and flatness deviations, but computing optimal hot strip mill settings in a fully automated way...

Compared to typical machine learning-based solutions, Smart Steel Technologies' approach not only predicts the flatness deviations and failures, but also automatically computes the optimal mill settings so that fewer flatness failures occur in the end...

Read the full article, published in Steel Times International / September 2020:

Steel-Times-International-Reducing-profile-and-flatness failures-2020-09.pdf