The steel industry is a cornerstone of global infrastructure and manufacturing, playing a crucial role in various sectors, including construction, automotive, and industrial machinery. Among the various processes involved in the production of steel, cold rolling is a significant technique that enhances the mechanical properties and surface finish of steel products. Cold rolling mills are specialized equipment designed to transform hot-rolled steel into cold-rolled steel, which is known for its strength, dimensional accuracy, and smooth surface finish.