To account for non-ideal gas behavior in catalytic systems, more sophisticated models such as the Van der Waals equation, the Redlich-Kwong equation, and the Peng-Robinson equation can be used. These equations incorporate terms that correct for intermolecular forces and molecular volumes, providing a more accurate description of gas behavior under various conditions.