Abstract. Mathematical modeling of changes in the strength characteristics of thick rolled sheets made of microalloyed pipe steels has been performed. The finite element method and neural network modeling were used for the study. An analysis was made of the influence of the content of chemical elements in steel and variation of process parameters during thermomechanical treatment on the mechanical properties of thick rolled sheets in the thickness range of 15-25 mm. Regularities in changes in mechanical properties depending on the content of niobium, vanadium, titanium, chromium, nickel, copper, molybdenum, boron, slab heating temperature in the furnace before rolling, increase in slab thickness, decrease in the end rolling temperature, increase in the cooling rate after rolling, and decrease in the end accelerated cooling temperature were established.
Keywords: thermal deformation treatment, strength, deformation, microalloyed steel, neural network, structural-phase transformation, mathematical modeling.