The aim of this project is to develop a computerised expert system to assist in the operation of an electric arc furnace of 105 tons capacity and 80MW of installed power at Bergavia Works. In this preliminary phase, the process will be analysed in terms of metallurgical, energy and material balance models. Experience available at BFI (Düsseldorf) will be used to help define the selection procedure for the mathematical models.