Research progress and intelligent trend of accurate modeling of rolling force in metal sheet

S Zhang, Y Zhang, W Li, W Tian, Y Li, L Che - Journal of Iron and Steel …, 2023 - Springer
The rolling force model is the basis for reasonable selection of rolling equipment and
optimization of rolling process, and the establishment of an accurate mathematical model as …

Hardness prediction in the upsetting process of Al%ZrO2—an approach to machine learning using regression and classification models

H Ch, CH Nagaraju, NM Battina… - Transactions of the …, 2023 - cdnsciencepub.com
The current study focuses on the prediction of metal hardness distribution in upsetting tests
for different compositions of ZrO2 embedded with an aluminum matrix using machine …

INTEGRATING NEURAL NETWORKS INTO SHEET METAL FORMING: A REVIEW OF RECENT ADVANCES AND APPLICATIONS

CC GRIGORAȘ, Ș COȘA, V Zichil - Journal of Engineering Studies and …, 2024 - jesr.ub.ro
In order to predict defects, improve performance, and streamline operations, machine
learning techniques are becoming ever more indispensable in manufacturing processes …