The increasing competitive market has put forward higher demand for iron and steel production process, which is characterized by high-dimensional, nonlinear multi-scale coupling. newly rising internet of things (IoT) advanced communication technologies have promoted the widespread application data-driven process monitoring methods. To deal with multimode non-stationary properties hot rolling pr...

The paper shares experience gained in application of dynamic Bayesian approach to control problems in the field of metal rolling. The contribution introduces basic notions of theory applied and provides the algorithmic as well as application-oriented solutions developed. Specifically, the consistent use of the approach resulted in an advanced decision support system for operators of a reversing...