In order to expand its primary aluminum capacity, Rusal has focused on improving its technological base. Toward that end, the company created the Engineering and Technological Center (ETC). Within the ETC the Division of Mathematical Modeling was established to enable technical decisions to be made based not only on engineering intuition and practical experience, but also on the calculations of technological processes and constructions. This article describes the ETC's work in the mathematical modeling of aluminum reduction cells.