Abstract The Industrial Revolution can be termed as the transformation of traditional
industrial practices into new techniques dominated by the technologies available at that …

As one of the most important structural and functional materials, rolled-product plays an
irreplaceable role in national economy, people's lives and national development. Metallurgy …

Experimental solid mechanics is at a pivotal point where machine learning (ML) approaches
are rapidly proliferating into the discovery process due to significant advances in data …

Additive manufacturing (AM) allows fabrication of complex geometric parts that are difficult to
fabricate using a traditional subtractive manufacturing process. Stereolithography (SLA) …

Artificial neural networks are an effective and frequently used modelling method in
regression and classification tasks in the area of steels and metal alloys. New publications …

An artificial neural network (ANN) optimized by genetic algorithm (GA) is an established
prediction model of bending force in hot strip rolling. The data are collected from factory of …

This paper introduces an artificial neural network (ANN) application to a hot strip mill to
improve the model's prediction ability for rolling force and rolling torque, as a function of …

In the rolling process of silicon steel strip of the five-stand UCMW tandem cold rolling line,
the quality of finished profile is the result of cooperative control of five stands, the exit profiles …

The problems of the strip flatness defects are always severe in the tandem cold rolling
process. It is of great significance to predict flatness for flatness control according to the …

Roll bending is a common technique to regulate the strip shape in tandem cold rolling
(TCR), but its regulation ability at each stand is poorly understood at present. In this study …