Abstract Operation of the electric arc furnaces (EAFs) is a subject to consider fluctuations in terms its key performance indicators, such as electrical energy consumption (EEC), tap-to-tap time, steel yield, and others. In this paper, more detailed analysis furnace data performed, investigating EEC. It well known that EEC affected by weight type charged scrap, operational delays, tapping tempe...