The pickling process stands for high surface quality with minimized energy and acid consumption. The acid concentration in the pickling tanks is continuously adapted to the type of material handled. A pickling and dosing model ensures a consistent pickling quality and minimizes acid consumption. To reduce energy consumption to the lowest possible level, the model is coupled with the furnace control model.