Neural Network Based Steel Melting Furnace Short Circuit Parameters Identification

Abstract

The method of continuous control of arc furnace short circuit elements parameters based on neural network is proposed. The block diagram has been developed and the synthesis of parameter identification neural network system has been developed. The mathematical and digital models have been developed and the accuracy of identification has been studied. The obtained results of model studies showed high accuracy of neural network identification of furnace short circuit parameters.