Abstract: In process control system for DC arc furnace steelmaking,modelling is a key part.Because of its complicated mechanism and nonlinearity, it is difficult to model of the process accurately. A genetic neural network algorithm is presented for DC arc furnace steelmaking process modelling and good effects are obtained in its application for real manufacture process modelling.Simulation results with actual process data are presented.