Investigation of the Process of Screw Rolling in a Four-Roll Stand by Simulation
Sign Up to like & getrecommendations! Published in 2018 at "Metallurgist"
DOI: 10.1007/s11015-018-0700-4
Abstract: We designed and produced a working model of new four-roll mill with the use of additive technologies. The model has two driven working rolls and two driven auxiliary rolls for screw rolling of round billets.… read more here.
Keywords: four roll; computer simulations; roll; roll mill ... See more keywords
Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Fluid Mechanics"
DOI: 10.1017/jfm.2025.10212
Abstract: Abstract Embedding the intrinsic symmetry of a flow system in training its machine learning algorithms has become a significant trend in the recent surge of their application in fluid mechanics. This paper leverages the geometric… read more here.
Keywords: four roll; geometric symmetry; symmetry; reinforcement learning ... See more keywords