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Whole process prediction model of silicon steel strip on transverse thickness difference based on Takagi-Sugeno fuzzy network
Springer Science and Business Media LLC - Tập 30 - Trang 2448-2458 - 2023
Hai-nan He, Zhuo-hao Dai, Xiao-chen Wang, Quan Yang, Jian Shao, Jing-dong Li, Zhi-hong Zhang, Liang Zhang
The hot rolling and cold rolling control models of silicon steel strip were examined. Shape control of silicon steel strip of hot rolling was a theoretical analysis model, and the shape control of cold rolling was a data-based prediction model. The mathematical model of the hot-rolled silicon steel section, including the crown genetic model, inter-stand crown recovery model, and hot-rolled strip section prediction model, is used to control the shape of hot-rolled strip. The cold rolling shape control is mainly based on Takagi-Sugeno fuzzy network, which is used to simulate and predict the transverse thickness difference of cold-rolled silicon steel strip. Finally, a predictive model for the transverse thickness difference of silicon steel strips is developed to provide a new quality control method of transverse thickness of combined hot and cold rolling to improve the strip profile quality and increase economic efficiency. The qualified rate of the non-oriented silicon steel strip is finally obtained by applying this model, and it has been steadily upgraded to meet the needs of product quality and flexible production.
Output Model of Steel Plant
Springer Science and Business Media LLC - Tập 15 - Trang 27-30 - 2008
Long-qiang ZHANG, Nai-yuan TIAN, Jin ZHANG, An-jun XU
Static recrystallization behaviors and mechanisms of 7Mo super-austenitic stainless steel with undissolved sigma precipitates during double-stage hot deformation
Springer Science and Business Media LLC - - Trang 1-13 - 2023
Shi-guang Xu, Jin-shan He, Run-ze Zhang, Fu-cheng Zhang, Xi-tao Wang
Static recrystallization (SRX) behaviors and corresponding recrystallization mechanisms of 7Mo super-austenitic stainless steel were studied under different deformation conditions. The order of influence of deformation parameters on static recrystallization behaviors, from high to low, is followed by temperature, first-stage strain and strain rate. Meanwhile, the effect of holding time on static recrystallization behaviors is significantly controlled by temperature. In addition, with the increase in temperature from 1000 to 1200 °C, the static recrystallization mechanism evolves from discontinuous static recrystallization and continuous static recrystallization (cSRX) to metadynamic recrystallization and cSRX, and finally to cSRX. The cSRX exists at all temperatures. This is because high stacking fault energy (56 mJ m−2) promotes the movement of dislocations, making the deformation mechanism of this steel is dominated by planar slip of dislocation. Large undissolved sigma precipitates promote static recrystallization through particle-stimulated nucleation. However, small strain-induced precipitates at grain boundaries hinder the nucleation of conventional SRX and the growth of recrystallized grains, while the hindering effect decreases with the increase in temperature.
Influence of Cast Dimension on Rotary Bending High Cycle Fatigue Properties of Single Crystal Superalloy
Springer Science and Business Media LLC - Tập 20 - Trang 98-102 - 2013
Zhen-xue SHI, Mei HAN, Shi-zhong LIU, Jia-rong LI
FEM Analysis of Rolling Pressure Along Strip Width in Cold Rolling Process
Springer Science and Business Media LLC - Tập 14 - Trang 22-26 - 2007
Xiang-hua Liu, Xu Shi, Shan-qing Li, Jian-yong Xu, Guo-dong Wang
Using 3-D elastic-plastic FEM, the cold strip rolling process in a 4-high mill was simulated. The elastic deformation of rolls, the plastic deformation of the strip, and the pressure between the work roll and the backup roll were taken into account. The distribution of rolling pressure along the strip width was obtained. Based on the simulation results, the peak value of rolling pressure and the location of the peak were analyzed under different rolling conditions. The effects of the roll bending force and the strip width on the distribution of rolling pressure along the width direction were determined.
An Innovative Approach to Separate Iron Oxide Concentrate from High-sulfur and Low-grade Pyrite Cinders
Springer Science and Business Media LLC - Tập 23 - Trang 756-764 - 2016
Yon LI, Fu-chun ZHOU, Zhao-xin ZHOU, Zhi-han TIAN, Chao YANG, Xi-ke TIAN
Numerical investigation of basic oxygen furnace slag modification with gas bottom-blowing and SiO2 modifier
Springer Science and Business Media LLC - Tập 30 - Trang 1451-1460 - 2023
Chang Liu, Yu-feng Tian, Yong-li Xiao, Yong-qian Li, Yang Li, Guang-qiang Li, Qiang Wang
To avoid the volume expansion of basic oxygen furnace (BOF) slag for use in building materials, a hot slag modification process was proposed to reduce free CaO (f-CaO) in the molten slag. A transient 3D numerical model of BOF molten slag modification by SiO2 particles was established. The flow and heat transfer of molten slag, movement and dissolution of the modifier, and concentration distribution of f-CaO in slag during the modification of BOF were studied. The distribution of f-CaO concentration is inhomogeneous all over the molten slag. The mixing effect at the slag surface is weaker than that at the half-height plane of the slag. To consume the f-CaO below 2.0 wt.% in the slag, the optimum quantity of the SiO2 modifier is 10.0% of the mass of the slag. The fine SiO2 particles help attain a lower final mass fraction of f-CaO and a higher SiO2 utilization ratio.
Numerical and Experimental Investigation on Heat Propagation Through Composite Sinter Bed With Non-Uniform Voidage: Part II Prediction of Process Efficiency
Springer Science and Business Media LLC - Tập 17 - Trang 1-6 - 2010
Sergey V Komarov, Hiroyuki Shibata, Naohito Hayashi, Eiki Kasai
Research Progress and Development Tendency of Nitrogen-Alloyed Austenitic Stainless Steels
Springer Science and Business Media LLC - Tập 22 - Trang 91-98 - 2015
Yu-ping LANG, Hua-peng QU, Hai-tao CHEN, Yu-qing WENG
Effects of process parameters on fragment and refinement of millimeter-grade coarse grains for 316LN steel during hot cogging
Springer Science and Business Media LLC - Tập 24 - Trang 529-535 - 2017
Da-shan Sui, Hai-ming Zhang, Hong-yang Zhu, Zhe Zhu, Zhen-shan Cui
Tổng số: 2,975   
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