Transverse distribution law of rolling force and its prediction model in hot rolling
CHAI Xiao-jun1,LI Hong-bo1,ZHANG Jie1,ZHOU Yi-zhong2, MA Heng-hao2,ZHANG Peng-wu2
(1. School of Mechanical Engineering, University of Science and Technology Beijing, Beijing 100083, China 2. General Hot Rolling Plant, Wuhan Iron and Steel Co., Ltd., Wuhan 430083, Hubei, China)
Abstract:Transverse distribution of rolling force has great significance for the building of the integration model consisting of roller and rolled piece and the prediction of wear contour of work roller. In order to characterize the transverse distribution of rolling force, several indexes have been proposed:edge value to center value ratio,degree of high order,degree of linear asymmetry,degree of cubic asymmetry. A 3D elastic-plastic model based on the finite element method whose boundary condition was set up by the rolling force measured in the rolling spot has been built to study the transverse distribution with different rolling factors. Because of the combined action of all the factors,it is difficult to establish an explicit function. Therefore,instead of traditional mathematical function,an artificial neural network based on the FEM simulation results has been established,which lays an important foundation for the establishment of rapid integration model consisting of roller and rolled piece.
柴箫君,李洪波,张 杰,周一中,马珩皓,张鹏武. 热轧轧制压力横向分布规律及预测模型[J]. 钢铁, 2017, 52(6): 52-60.
CHAI Xiao-jun,LI Hong-bo,ZHANG Jie,ZHOU Yi-zhong, MA Heng-hao,ZHANG Peng-wu. Transverse distribution law of rolling force and its prediction model in hot rolling. Iron and Steel, 2017, 52(6): 52-60.
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