Multi-faceted modelling for strip breakage in cold rolling using machine learning

Z Chen, Y Liu, A Valera-Medina… - … Journal of Production …, 2021 - Taylor & Francis
In the cold rolling process of steel strip products, strip breakage is an undesired production
failure which can lead to yield loss, reduced work speed and equipment damage. To …

Causes of chatter in a hot strip mill: Observations, qualitative analyses and mathematical modelling

V Panjković, R Gloss, J Steward, S Dilks… - Journal of Materials …, 2012 - Elsevier
Severe vibrations, known as chatter, occur often in both hot and cold rolling of steel. A recent
chatter outbreak at the second stand of hot strip mill in Hastings, Australia, prompted an …

Numerical and experimental analysis of the dynamic effects in compact cluster mills for cold rolling

E Brusa, L Lemma - journal of materials processing technology, 2009 - Elsevier
Prevention of dynamic instability caused by chatter phenomenon may be difficult in case of
the so-called “cluster mill” because of the number of back-up rolls used to avoid bending of …

Dynamic modeling and numerical analysis of a cold rolling mill

Y Kim, CW Kim, S Lee, H Park - International Journal of Precision …, 2013 - Springer
The dynamic characteristics in a rolling process have been investigated with various
methods, but a mathematical model to predict actual chatter vibration has not been …

Development and evaluation of friction models for chatter simulation in cold strip rolling

A Heidari, MR Forouzan, MR Niroomand - The International Journal of …, 2018 - Springer
High-speed rolling and high reduction usually are desirable as increase mill productivity in
the cold strip rolling. However, most often, these conditions lead to the creation of chatter …

Dynamic analysis of cold-rolling process using the finite-element method

S Kapil, P Eberhard… - Journal of …, 2016 - asmedigitalcollection.asme.org
In this work, the finite-element method (FEM) is used to develop the governing equation of
motion of the working roll of a four-high rolling mill and to study its vibration due to different …

Computational method to predict three-dimensional chatter vibration in cold rolling of flat metals

A Patel, A Malik, R Mathews - Journal of …, 2023 - asmedigitalcollection.asme.org
Introduced is a three-dimensional, physics-based mathematical model capable of efficiently
predicting self-excited chatter vibration phenomena in the cold rolling of metal strip and …

Vibration analysis of a Sendzimir cold rolling mill and bearing fault detection

E Brusa, L Lemma… - Proceedings of the …, 2010 - journals.sagepub.com
The presence of several rolls in cluster cold rolling mills makes on-line vibration monitoring
and failure analysis difficult. The dynamic behaviour of rolls strongly depends on the rolling …

Spatial vibration and its numerical analytical method of four-high rolling mills

Y Zheng, G Shen, Y Li, M Li, H Liu - Journal of Iron and Steel Research …, 2014 - Springer
The rolls in contemporary four-high mills cannot be maintained parallel during the rolling
process. Therefore, four-high rolling mill vibrations take place in six degree of freedom …

Efficient three-dimensional model to predict time history of structural dynamics in cold rolling mills

A Patel, A Malik, R Mathews - Journal of …, 2022 - asmedigitalcollection.asme.org
Introduced is a new physics-based three-dimensional (3D) mathematical model capable of
efficiently predicting time histories of the nonlinear structural dynamics in cold rolling mills …