Prediction of the mechanical properties of hot-rolled CMn steels using artificial neural networks

Abstract

On the basis of pilot rolling data on the microstructure and mechanical properties of CMn steels, computer models of the relationships between the microstructure and mechanical properties have been established using Artificial Neural Networks (ANNs). These models show good learning precision and generalization, and therefore can be used for predicting the mechanical properties of hot-rolled steel strips.