“…Under modern conditions, one of the main directions for rolling-mill practice development is to ensure the competitiveness of rolled metal in the European and world markets by improving quality indicators [1][2][3]. This fully relates to the heavy plates production, the quality assessment of which includes the mandatory determining the indicators of physical and mechanical properties [4][5][6], such as yield strength (YS, MPa), tensile strength (TS, MPa), percent elongation (%EL, %) and percent reduction in area (%, RA), impact hardness (ak, J/cm 2 ). These indicators are largely dependent on the chemical composition and the formed structure of steel, which is influenced by the applied processing schedules of rolling and heat treatment on heavy plate mills (HPM) [7,8].…”