Through-Thickness Modelling of Metal Rolling using Multiple-Scale Asymptotics
Mozhdeh Erfanian, Edward James Brambley, Francis Flanagan, Doireann O'Kiely, Alison N. O'Connor

TL;DR
This paper introduces a semi-analytic multiple-scales asymptotic model for metal rolling that predicts through-thickness stress and strain oscillations efficiently, matching finite element simulations despite simplified assumptions.
Contribution
The paper presents the first semi-analytic model capable of predicting through-thickness oscillations in metal rolling using multiple-scales asymptotics, with validation against finite element results.
Findings
Model predicts rapid stress and strain oscillations in the workpiece.
Matches well with finite element simulations despite simplified assumptions.
Computationally efficient, taking only seconds to evaluate.
Abstract
A new semi-analytic model of the metal rolling process is introduced, which, for the first time, is able to predict the through-thickness stress and strain oscillations present in long thin roll-gaps. The model is based on multiple-scales asymptotics, assuming a long thin roll-gap and a comparably small Coulomb friction coefficient. The leading-order solution varies only on a long lengthscale corresponding to the roll-gap length and matches with slab models. The next-order correction varies on both this long lengthscale and a short lengthscale associated with the workpiece thickness, and reveals rapid stress and strain oscillation both in the rolling direction and through the thickness. For this initial derivation, the model assumes a rigid perfectly-plastic material behaviour. Despite these strong assumptions, this model compares well with finite element simulations that employ more…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMetallurgy and Material Forming · Aluminum Alloy Microstructure Properties · Metal Forming Simulation Techniques
