期刊文献+
共找到4,070篇文章
< 1 2 204 >
每页显示 20 50 100
Continuous extrusion and rolling forming velocity of copper strip 被引量:10
1
作者 运新兵 游伟 +2 位作者 赵颖 李冰 樊志新 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2013年第4期1108-1113,共6页
A new copper strip production technology combined with continuous extrusion and rolling technology was proposed. The roll velocity must first be matched with the continuous extrusion velocity to achieve continuous ext... A new copper strip production technology combined with continuous extrusion and rolling technology was proposed. The roll velocity must first be matched with the continuous extrusion velocity to achieve continuous extrusion and roll forming. The bite condition of continuous extrusion was determined, and the compatibility equation between the roll velocity and parameters such as the extrusion wheel velocity, reduction, and strip size was established through mechanical by plastic theoretical calculations. The finite element model of continuous extrusion and rolling was then established by using the TLJ400 continuous extrusion machine with a roll diameter of 200 mm. The relationship between the continuous extrusion and rolling velocities was determined through numerical simulations by software DEFORM-3D, and the accuracy of compatibility equation of velocity was verified. 展开更多
关键词 copper strip continuous extrusion and rolling bite condition compatibility equation of velocity
下载PDF
Densification process of 10%B_4C-AA2024 matrix composite strips by semi-solid powder rolling 被引量:1
2
作者 莫灼强 刘允中 +1 位作者 贾惠芳 吴敏 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2015年第10期3181-3188,共8页
Semi-solid powder rolling(SSPR) is a novel strip manufacturing process,which includes the features of semi-solid rolling and powder rolling.In this work,densification process and deformation mechanisms of B4 C and A... Semi-solid powder rolling(SSPR) is a novel strip manufacturing process,which includes the features of semi-solid rolling and powder rolling.In this work,densification process and deformation mechanisms of B4 C and AA2024 mixed powders in the presence of liquid phase were investigated.The relationships between relative densities and rolling forces were analyzed as well.The results show that liquid fraction plays an important role in the densification process which can be divided into three stages.Rolling deformation is the main densification mechanism in deformation area when the liquid fraction is lower than 20%.When the liquid fraction is equal to or higher than 20%,the flowing and filling of liquid phase are the densification mechanisms in deformation area.The relative densities increase with increasing rolling forces.The relative density–rolling force curves are similar at 550 °C and 585 °C.The characteristics of the curve shapes are apparently different at 605 °C and 625 °C. 展开更多
关键词 semi-solid powder rolling composite strip densification process rolling deformation
下载PDF
Research and Development Trend of Shape Control for Cold Rolling Strip 被引量:22
3
作者 Dong-Cheng Wang Hong-Min Liu Jun Liu 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2017年第5期1248-1261,共14页
Shape is an important quality index of cold rolling strip. Up to now, many problems in the shape control domain have not been solved satisfactorily, and a review on the research progress in the shape control domain ca... Shape is an important quality index of cold rolling strip. Up to now, many problems in the shape control domain have not been solved satisfactorily, and a review on the research progress in the shape control domain can help to seek new breakthrough directions. In the past 10 years, researches and applications of shape control models, shape control means, shape detection technology, and shape con- trol system have achieved significant progress. In the aspect of shape control models, the researches in the past improve the accuracy, speed and robustness of the models. The intelligentization of shape control models should be strengthened in the future. In the aspect of the shape control means, the researches in the past focus on the roll opti- mization, mill type selection, process optimization, local strip shape control, edge drop control, and so on. In the future, more attention should be paid to the coordination control of both strip shape and other quality indexes, and the refinement of control objective should be strengthened. In the aspects of shape detection technology and shape control system, some new types of shape detection meters and shape control systems are developed and have successfully indus- trial applications. In the future, the standardization of shape detection technology and shape control system should be promoted to solve the problem of compatibility. In general,the four expected development trends of shape control for cold roiling strip in the future are intelligentization, coordi- nation, refinement, and standardization. The proposed research provides new breakthrough directions for improv- ing shape quality. 展开更多
关键词 Cold rolling strip - Shape control Development trend Theory models Shape detectionControl system
下载PDF
Self-Learning and Its Application to Laminar Cooling Model of Hot Rolled Strip 被引量:16
4
作者 GONG Dian-yao XU Jian-zhong PENG Liang-gui WANG Guo-dong LIU Xiang-hua 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2007年第4期11-14,共4页
The mathematical model for online controlling hot rolled steel cooling on run-out table (ROT for abbreviation) was analyzed, and water cooling is found to be the main cooling mode for hot rolled steel. The calculati... The mathematical model for online controlling hot rolled steel cooling on run-out table (ROT for abbreviation) was analyzed, and water cooling is found to be the main cooling mode for hot rolled steel. The calculation of the drop in strip temperature by both water cooling and air cooling is summed up to obtain the change of heat transfer coefficient. It is found that the learning coefficient of heat transfer coefficient is the kernel coefficient of coiler temperature control (CTC) model tuning. To decrease the deviation between the calculated steel temperature and the measured one at coiler entrance, a laminar cooling control self-learning strategy is used. Using the data acquired in the field, the results of the self-learning model used in the field were analyzed. The analyzed results show that the self-learning function is effective. 展开更多
关键词 laminar cooling hot rolled strip SELF-LEARNING process control model
下载PDF
Numerical Simulation of Temperature Field and Thermal Stress Field of Work Roll During Hot Strip Rolling 被引量:13
5
作者 LI Chang-sheng YU Hai-liang DENG Guan-yu LIU Xiang-hua WANG Guo-dong 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2007年第5期18-21,共4页
Based on the thermal conduction equations, the three-dimensional (3D) temperature field of a work roll was investigated using finite element method (FEM). The variations in the surface temperature of the work roll... Based on the thermal conduction equations, the three-dimensional (3D) temperature field of a work roll was investigated using finite element method (FEM). The variations in the surface temperature of the work roll during hot strip rolling were described, and the thermal stress field of the work roll was also analyzed. The results showed that the highest roll surface temperature is 593 ℃, and the difference between the minimum and maximum values of thermal stress of the work roll surface is 145.7 MPa. Furthermore, the results of this analysis indicate that temperature and thermal stress are useful parameters for the investigation of roll thermal fatigue and also for improving the quality of strip during rolling. 展开更多
关键词 hot strip mill roll temperature field thermal stress finite element method
下载PDF
Numerical simulation of the temperature fields of stainless steel with different roller parameters during twin-roll strip casting 被引量:8
6
作者 Yuan Fang Zhen-min Wang +4 位作者 Qing-xiang Yang Yun-kun Zhang Li-gang Liu Hong-yan Hu Yue Zhang 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2009年第3期304-308,共5页
The temperature field of stainless steel during twin-roll strip casting was simulated by experiment and a finite element (FE) model. By comparing the measured result with the simulated values, it is found that they ... The temperature field of stainless steel during twin-roll strip casting was simulated by experiment and a finite element (FE) model. By comparing the measured result with the simulated values, it is found that they fit close to each other, which indicates this FE model is effective. Based on this model, the effects of roll gap (t) and roll radius (R) on solidification were simulated. The simulated results give the relationship between t or R and the position of the freezing point. The larger the t is and the smaller the R is, the closer the position of the freezing point is to the exit. 展开更多
关键词 twin-roll strip casting temperature field roll gap roll radius numerical simulation
下载PDF
EVALUATION OF LUBRICANTS FOR COLD ROLLING ALUMINUM STRIPS 被引量:6
7
作者 Sun Jianlin Zhang Xinming(Department of Materials Science and Engineering, Central South University ofTechnology, Changsha 410083, China) 《Journal of Central South University》 SCIE EI CAS 1997年第1期65-68,共4页
Various kinds of base oils were applied to cold rolling aluminum strips on a test mill for evaluationof the influences of these base oils,aromatics contents and viscosity of base oils on their lubricating performances... Various kinds of base oils were applied to cold rolling aluminum strips on a test mill for evaluationof the influences of these base oils,aromatics contents and viscosity of base oils on their lubricating performances and surface reflectivity of rolled strips at annealing. Results showed that low friction coefficient androlling force were obtained by using the normal paraffins,whereas their contaminations on the annealed stripsurface were the same as those of other saturated hydrocarbons. Aromatics in base oil affected the stir face reflectivity of annealed strips, but the decrease of aromatics in base oil was ineffective to improve rolled stripssurface quality when it is less than 1 %. Base oil viscosity has the great influences on the lubricating performances and surface reflectivity of annealed strips just in this condition. 展开更多
关键词 COLD rollING lubricants ALUMINUM strip
下载PDF
Coupled Dynamic Modeling of Rolls Model and Metal Model for Four High Mill Based on Strip Crown Control 被引量:10
8
作者 SUN Jianliang PENG Yan LIU Hongmin 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第1期144-150,共7页
The crown is a key quality index of strip and plate, the rolling mill system is a complex nonlinear system, the strip qualities are directly affected by the dynamic characteristics of the rolling mil. At present, the ... The crown is a key quality index of strip and plate, the rolling mill system is a complex nonlinear system, the strip qualities are directly affected by the dynamic characteristics of the rolling mil. At present, the studies about the dynamic modeling of the rolling mill system mainly focus on the dynamic simulation for the strip thickness control system, the dynamic characteristics of the strip along the width direction and that of the rolls along axial direction are not considered. In order to study the dynamic changes of strip crown in the roiling process, the dynamic simulation model based on strip crown control is established. The work roll and backup roll are considered as elastic continuous bodies and the work roll and backup roll are joined by a Winkler elastic layer. The rolls are considered as double freely supported beams. The change rate of roll gap is taken into consideration in the metal deformation, based on the principle of dynamic conservation of material flow, the two dimensional dynamic model of metal is established. The model of metal deformation provides exciting force for the rolls dynamic model, and the roils dynamic model and metal deformation model couple together. Then, based on the two models, the dynamic model of rolling mill system based on strip crown control is established. The Newmark-13 method is used to solve the problem, and the dynamic changes of these parameters are obtained as follows: (1) The bending of work roll and backup roll changes with time; (2) The strip crown changes with time; (3) The distribution of rolling force changes with time. Take some cold tandem rolling mill as subject investigated, simulation results and the comparisons with experimental results show that the dynamic model built is rational and correct. The proposed research provides effective theory for optimization of device and technological parameters and development of new technology, plays an important role to improve the strip control precision and strip shape quality. 展开更多
关键词 strip crown transverse vibration of rolls dynamic simulation dynamic conservation of material flow
下载PDF
Comprehensive contour prediction model of work rolls in hot wide strip mill 被引量:8
9
作者 Xiaodong Wang Quan Yang Anrui He Renzhong Wang 《Journal of University of Science and Technology Beijing》 CSCD 2007年第3期240-245,共6页
The predictive calculation of comprehensive contour of work rolls in the on-line strip shape control model during hot rolling consists of two important parts of wear contour calculation and thermal contour calculation... The predictive calculation of comprehensive contour of work rolls in the on-line strip shape control model during hot rolling consists of two important parts of wear contour calculation and thermal contour calculation, which have a direct influence on the ac- curacy of shape control. A statistical wear model and a finite difference thermal contour model of work rolls were described. The comprehensive contour is the equivalence treatment of the sum of grinding, wear, and thermal contours. This comprehensive contour calculation model has been applied successfully in the real on-line strip shape control model. Its high precision has been proved through the large amounts of actual roll profile measurements and theoretical analyses. The hit rates (percent of shape index satisfying re- quirement) of crown and head flatness of the strips rolled, by using the shape control model, which includes the comprehensive contour calculation model, have about 16% and 10% increase respectively, compared to those of strips rolled by using manual operation. 展开更多
关键词 hot rolled strip strip shape control comprehensive contour wear contour thermal contour
下载PDF
FEM Analysis of Rolling Pressure Along Strip Width in Cold Rolling Process 被引量:7
10
作者 LIU Xiang-hua SHI Xu +2 位作者 LI Shan-qing XU Jian-yong WANG Guo-dong 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2007年第5期22-26,共5页
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 back... 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. 展开更多
关键词 thin strip cold rolling elastic-plastic FEM pressure distribution
下载PDF
Stream Surface Strip Element Method and Simulation of Three-Dimensional Deformation of Continuous Hot Rolled Strip 被引量:5
11
作者 LIU Hong-min WANG Ying-rui 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2004年第2期18-24,共7页
A new method,the stream surface strip element method,for simulating the three-dimensional deformation of plate and strip rolling process was proposed.The rolling deformation zone was divided into a number of stream su... A new method,the stream surface strip element method,for simulating the three-dimensional deformation of plate and strip rolling process was proposed.The rolling deformation zone was divided into a number of stream surface(curved surface)strip elements along metal flow traces,and the stream surface strip elements were mapped into the corresponding plane strip elements for analysis and computation.The longitudinal distributions of the lateral displacement and the altitudinal displacement of metal were respectively constructed to be a quartic curve and a quadratic curve,of which the lateral distributions were expressed as the third-power spline function,and the altitudinal distributions were fitted in the quadratic curve.From the flow theory of plastic mechanics,the mathematical models of the three-dimensional deformations and stresses of the deformation zone were constructed.Compared with the streamline strip element method proposed by the first author of this paper,the stream surface strip element method takes into account the uneven distributions of stresses and deformations along altitudinal direction,and realizes the precise three-dimensional analysis and computation.The simulation example of continuous hot rolled strip indicates that the method and the model accord with facts and provide a new reliable engineering-computation method for the three-dimensional mechanics simulation of plate and strip rolling process. 展开更多
关键词 HOT-rollING strip PLATE three-dimensional deformation stream surface strip element method unit rolling pressure friction stress tension stress
下载PDF
Three-Di mensional Model for Strip Hot Rolling 被引量:6
12
作者 ZHANG Guo-min XIAO Hong WANG Chun-hua 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2006年第1期23-26,共4页
A three-dimensional model for strip hot rolling was developed, in which the plastic deformation of strip, the thermal crown of rolls, roll deflection and flattening were calculated by rigid-plastic finite element meth... A three-dimensional model for strip hot rolling was developed, in which the plastic deformation of strip, the thermal crown of rolls, roll deflection and flattening were calculated by rigid-plastic finite element method, finite difference method, influential function method and elastic finite element method respectively. The roll wear was taken into consideration. The model can provide detailed information such as rolling pressure distribution, contact pressure distribution between backup rolls and work rolls, deflection and flattening of work rolls, lateral distribution of strip thickness, and lateral distribution of front and back tensions. The finish rolling on a 1 450 mm hot strip mill was simulated. 展开更多
关键词 strip hot rolling MODEL finite difference method influential function method finite element method
下载PDF
Dynamic characteristics of cold rolling mill and strip based on flatness and thickness control in rolling process 被引量:8
13
作者 孙建亮 彭艳 刘宏民 《Journal of Central South University》 SCIE EI CAS 2014年第2期567-576,共10页
The dynamic model of cold rolling mill based on strip flatness and thickness integrated control was proposed,containing the following sub-models:the rolling process model,the dynamic model of rolls along axial directi... The dynamic model of cold rolling mill based on strip flatness and thickness integrated control was proposed,containing the following sub-models:the rolling process model,the dynamic model of rolls along axial direction,and the compensation model.Based on the rule of volume flow rate,the dynamic rolling process model was built.The work roll and backup roll were taken as elastic continuous bodies,the effect of shear and moment of inertia were taken into consideration,and then the dynamic model of rolls was built.The two models were coupled together,and the dynamic model of rolling mill was built.In the dynamic model,the thermal expansion of the rolls,the wear of the rolls and other related parameters can not be considered.In order to compensate the dynamic model,the coupled static model of rolls and strip was applied.Then,according to the inner relationship of these models,the dynamic model and the compensation model were coupled,and the dynamic model of rolling mill based on the strip flatness and thickness integrated control was built.The dynamic simulation of the rolling process was made,and the dynamic thickness and the dynamic flatness information were obtained.This model not only provides a theory basis for the virtual rolling,but also provides a platform for the application of advanced control theory. 展开更多
关键词 cold rolling dynamic simulation strip flatness strip thickness transverse vibration
下载PDF
THE MICROSTRUCTURAL BANDING IN THE CENTER OF HOT ROLLLNG STRIP 被引量:4
14
作者 C.L. Mo Y. T. Zhang +1 位作者 D.Z. Li Y. Y. Li 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 2005年第5期664-668,共5页
The microstructural banding in steels is often found in hot rolling strips, which plays a very important role in mechanical properties. Much work has been done to investigate how the microstructural banding is formed ... The microstructural banding in steels is often found in hot rolling strips, which plays a very important role in mechanical properties. Much work has been done to investigate how the microstructural banding is formed during hot rolling. In the present study, the microstructure of hot rolling strips was examined in term of optical microscopy and transmission electron microscopy. Electron probe microanalysis was also used to decide the distribution of microchemical bands, by this means, the phases in these strips were found to be ferrite and pearlite. The average distance between the carbon lamellas in pearlite is about 0.06-0.1μm. It is also shown that microstructural banding in hot rolled carbon steel was closely related to the segregation of manganese and silicon into those bands. Based on the transformation kinetic, the simulated results pointed out that the thermodynamic stability of austenite would increase with the increasing of Mn, which led to a decrease of ferrite growth rate. The effect of Mn on the decomposition of austenite is attributed to segregation of Mn atoms along the ferrite/austenite phase boundary which causes a strong solute drag effect. The addition of Mn to steel decreases the activity of austenite, thereby it is beneficial to the formation of non-equilibrium phase, such as degenerate pearlite. The formation of banded structure on the hot rolled process was discussed. 展开更多
关键词 PEARLITE FERRITE microstructural banding hot rolling strip
下载PDF
Elastoplastic 3D Deformation and Stress Analysis of Strip Rolling 被引量:5
15
作者 Liu Yuli Jin Xiaoguang Lian Jiachuang 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 1998年第2期30-33,共6页
An elastoplastic method for analyzing the 3D deformation, stress and transverse distribution of tension stress during cold strip rolling is developed. The analysis is based on the elastoplastic variational principle i... An elastoplastic method for analyzing the 3D deformation, stress and transverse distribution of tension stress during cold strip rolling is developed. The analysis is based on the elastoplastic variational principle in which a kinematically admissible velocity field is constructed with the lateral flow function as an unknown function. The stress distribution and volume strain distribution are obtained by solving the simultaneous equations formed by the longitudinal differential equation of equilibrium and constitutive equations. The lateral flow function is determined by minimizing the total energy dissipation rate. Experimental investigation was carried out on a reversible cold mill. The front tension stress distributions in cold rolled strips were measured by a multi roll segmented tension sensing shapemeter. The calculated results are in good agreement with the measured ones. 展开更多
关键词 strip rolling 3D deformation and stress elastoplastic analysis variational principle
下载PDF
Lubrication in strip cold rolling process 被引量:5
16
作者 JianlinSun YonglinKang TianguoXiao JianzeWang 《Journal of University of Science and Technology Beijing》 CSCD 2004年第4期368-372,共5页
A lubrication model was developed for explaining how to form an oil film inthe deformation zone, predicting the film thickness and determining the characteristics oflubrication in the strip rolling process, combined w... A lubrication model was developed for explaining how to form an oil film inthe deformation zone, predicting the film thickness and determining the characteristics oflubrication in the strip rolling process, combined with the knowledge of hydrodynamic lubricationand rolling theories. Various mineral oils with viscosities from 0.032 to 1.6 Pa-s were used toobtain different film thicknesses in the strip cold rolling. Results from the experiment andcalculation show that the oil film forming in hydrodynamic lubrication is up to the bit angle and ahigher rolling speed or a higher rolling oil viscosity. The mechanism of mechanical entrainmentalways affects the film thickness that increases with the rolling oil viscosity increasing or thereduction rate decreasing in rolling. 展开更多
关键词 rollING strip LUBRICATION FILM
下载PDF
Analysis of the thermal profile of work rolls in the hot strip rolling process 被引量:7
17
作者 XuanliZhang JieZhang +2 位作者 XiaoyanLi HaixiaLi GangchengWei 《Journal of University of Science and Technology Beijing》 CSCD 2004年第2期173-177,共5页
A 2-dimension axisymmetric model was developed by the finite-differencemethod, which can be used to predict the transient temperature field and thermal profile of workrolls in the hot strip rolling process. To demonst... A 2-dimension axisymmetric model was developed by the finite-differencemethod, which can be used to predict the transient temperature field and thermal profile of workrolls in the hot strip rolling process. To demonstrate the accuracy and reliability of the solutiondeveloped, the calculation results were compared with the production data of a 1700 mm hot striprolling mill and good agreement was found between them. The effect of strip width and roll shiftingon the thermal expansion of the work rolls was studied. It is found that the strip width has markedeffect on the efficient thermal crown. Initially, when the rolling strip changes from narrow towide, a bigger efficient thermal crown can be quickly achieved; afterwards, when the rolling stripchanges from wide to narrow, not only the influence of uneven wear can be reduced but also theexcessive efficient thermal crown can be avoided. It is also found that the work roll shifting has adeterminate but not obvious effect on the reduction of the efficient thermal crown, and will makethe strip shape unstable without being used properly. 展开更多
关键词 hot strip rolling temperature field thermal crown finite-difference method
下载PDF
Adaptive threading strategy based on rolling characteristics analysis in hot strip rolling 被引量:2
18
作者 PENG Wen CHEN Shu-zong +2 位作者 GONG Dian-yao LIU Zi-ying ZHANG Dian-hua 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第7期1560-1572,共13页
In order to improve the threading stability and the head thickness precision in tandem hot rolling process, an adaptive threading strategy was proposed. The proposed strategy was realized by the rolling characteristic... In order to improve the threading stability and the head thickness precision in tandem hot rolling process, an adaptive threading strategy was proposed. The proposed strategy was realized by the rolling characteristics analysis, and factors which affect the rolling force and the final thickness were determined and analyzed based on the influence coefficients calculation process. An objective function consisting of the influenced factors was founded, and the disturbance quantity was obtained by minimizing the function with the Nelder-Mead simplex method, and the proposed adaptive threading strategy was realized based on the calculation results. The adaptive threading strategy has been applied to one 7-stand hot tandem mill successfully, actual statistics data show that the predicted rolling force prediction in the range of +/- 5.0% is improved to 97.8%, the head thickness precision in the range of +/- 35 mu m is improved to 98.5%, and the threading stability and the head thickness precision are enhanced to a high level. 展开更多
关键词 hot strip rollING ADAPTIVE THREADING rollING characteristics ANALYSIS influence COEFFICIENTS method SIMPLEX algorithm
下载PDF
Prediction of Rolling Load in Hot Strip Mill byInnovations Feedback Neural Networks 被引量:3
19
作者 ZHANG Li ZHANG Li-yong +1 位作者 WANG Jun MA Fu-ting 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2007年第2期42-45,51,共5页
Because the structure of the classical mathematical model of rolling load is simple, even with the self-adapting technology, it is difficult to accommodate the increasing dimensional accuracy. Motivated by this fact, ... Because the structure of the classical mathematical model of rolling load is simple, even with the self-adapting technology, it is difficult to accommodate the increasing dimensional accuracy. Motivated by this fact, an Innovations Feedback Neural Networks (IFNN) was presented based on the idea of Kalman prediction. The neural networks used the Back Propagation (BP) algorithm and applied it to the prediction of rolling load in hot strip mill. The theoretical results and the off-line simulation show that the prediction capability of IFNN is better than that of normal BP networks, namely, for the prediction of the rolling load in hot strip mill, the prediction precision of IFNN is higher than that of normal BP networks. Finally, a relative complete rolling load prediction system was developed on Windows 2003/XP platform using the OOP programming method and the SQL server2000 database. With this sys- tem, the rolling load of a 1700 strip mill was calculated, and the prediction results obtained correspond well with the field data. It shows that IFNN is valid for rolling load prediction. 展开更多
关键词 rolling load prediction INNOVATION neural network hot strip mill
下载PDF
Application of a new feature extraction and optimization method to surface defect recognition of cold rolled strips 被引量:6
20
作者 Guifang Wu Ke Xu Jinwu Xu 《Journal of University of Science and Technology Beijing》 CSCD 2007年第5期437-442,共6页
Considering that the surface defects of cold rolled strips are hard to be recognized by human eyes under high-speed circumstances, an automatic recognition technique was discussed. Spectrum images of defects can be go... Considering that the surface defects of cold rolled strips are hard to be recognized by human eyes under high-speed circumstances, an automatic recognition technique was discussed. Spectrum images of defects can be got by fast Fourier transform (FFF) and sum of valid pixels (SVP), and its optimized center region, which concentrates nearly all energies, are extracted as an original feature set. Using genetic algorithm to optimize the feature set, an optimized feature set with 51 features can be achieved. Using the optimized feature set as an input vector of neural networks, the recognition effects of LVQ neural networks have been studied. Experiment results show that the new method can get a higher classification rate and can settle the automatic recognition problem of surface defects on cold rolled strips ideally. 展开更多
关键词 cold rolled strip surface defect neural networks fast Fourier transform (FFT) feature extraction and optimization genetic algorithm feature set
下载PDF
上一页 1 2 204 下一页 到第
使用帮助 返回顶部