Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Forging & Stamping Technology》 2011-01
Add to Favorite Get Latest Update

Optimization research on rough rolling process of H-beam based on ANN and GA

LIU Lan-lan,ZHANG Qin-he,LI Chuan-yu,MA Ru-po(School of Mechanical Engineering,Shandong University,Jinan 250061,China)  
H-beam is a new kind of cost-effective steel beam and is getting more extensive application.Optimizing the hot-rolling process of H-beam is of great significance to improve the mechanical properties of H-beam and to reduce the rolling energy consumption.Based on the study of the application for the ANN(Artificial Neural Network) technology in rough rolling process of H-beam,the mathematical model between the parameters in hot-rolling process and the rolling power as well as the mathematical model between the parameters and the austenite grain size were established,then the genetic algorithm was applied to optimize the rolling process.The results indicate that the capability of H-beam is improved and the energy consumption is reduced after optimizing the hot-rolling process.The research will be of vital significance to ameliorating the hot-rolling process of H-beam.
【Fund】: 山东省科技攻关计划项目(2010GGX10421)
【CateGory Index】: TP183;TG335.4
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 4 Hits
1 ZHANG Hai-long1,ZHANG Qin-he1,HE Qing-qiang2,CHEN Ju-hua1(1.College of Mechanical Engineering,Shandong University,Jinan 250061,Shandong,China;2.College of Mechanical and Electronic Engineering,China University of Petroleum,Dongying 257061,Shandong,China);Study on Continuous Rolling Force Model for H-Beam[J];Iron & Steel;2009-04
2 HE Qing-qiang1,ZHANG Qin-he2,YUAN Bao-min1,ZHANG Hai-long2 (1.College of Mechanical and Electronic Engineering,China University of Petroleum,Dongying 257061,China;2.College of Mechanical Engineering,Shandong University,Jinan 250061,China);Numerical analysis of microstructure evolution of rough rolling H-Beam[J];Research on Iron and Steel;2009-03
3 Wang Weixing (The Chinese Society for Metals,Beijing 100711,China);SCIENTIFIC EVALUATION OF THE CHINA'S IRON AND STEEL INDUSTRY ENERGY SITUATION AND CONTRAST CRITERION OF DOMESTIC AND ABROAD[J];Sichuan Metallurgy;2009-04
4 HE Qing-qiang,ZHANG Qin-he,LIU Ke-qiang,CHEN Ju-hua(College of Mechanical Engineering,Shandong University,Jinan 250061,China);Fully Coupled Temperature-Displacement Simulation of H-Shape Metal Cogging[J];Journal of System Simulation;2007-01
【Secondary Citations】
Chinese Journal Full-text Database 8 Hits
1 PAN Liang,CHENG Zhi-song1,FAN Ai-qin2,CAI Qing-wu1,GUO Xin-wen3 (1.National Engineering Research Center for Advanced Rolling Technology,University of Science and Technology Beijing,Beijing 100083,China;2.Department of Science and Technology Information,Central Iron and Steel Institute,Beijing 100081,China;3.Shanxi Changzhi Iron and Steel Company,Changzhi 046031,Shanxi,China);Study of Rolling Force Model of X-H Rolling H-Beam[J];Iron & Steel;2007-06
2 CUI Zhen shan, LIU Cai, YU Bing qiang, ZUO Da wei (Yanshan University, Qinhuangdao 066004, China);Numerical Simulation of Rolling Pressure for H-Beam Hot Rolling[J];Journal of Iron and Steel Research;2001-03
3 Du Fengshan Li Xuetong Wang Minting (Yanshan University);3D COUPLED THERMO-MECHANICAL NONLINEAR FEM SIMULATION OF CROSS WEDGE ROLLING[J];Chinese Journal of Mechanical Engineering;2002-S1
4 ZHANG Shihong (Institute of Metal Research, Chinese Academy of Sciences, Shenyang 110016);Development of Technology for Materials Plastic Forming[J];World Sci-tech R & D;2001-05
5 XU Xu-dong LIU Xiang-hua WU Di (Northeastern University, Shenyang 110004);Study on the rolling pressure of H-beam during rolling process[J];Journal of Plasticity Engineering;2004-06
6 HE Qing-qiang,ZHANG Qin-he,LIU Ke-qiang,CHEN Ju-hua(College of Mechanical Engineering,Shandong University,Jinan 250061,China);Fully Coupled Temperature-Displacement Simulation of H-Shape Metal Cogging[J];Journal of System Simulation;2007-01
7 DU Lin-xiu, ZHANG Zhong-ping,SHE Guang-fu, LI U Xiang-hua , WANG Guo-dong(State Key Laboratory of Rolling and Automation, Northeastern University ,Shenyang 110004 , Liaoning,China);Austenite Recrystallization and Controlled Rolling of Low Carbon Steels[J];钢铁研究学报(英文版);2006-03
8 HE Qing-qiang1,ZHANG Qin-he2,ZHANG Hai-long2(1.College of Mechanical and Electronic Engineering,China University of Petroleum,Dongying257061 China;2.College of Mechanical Engineering,Shandong University,Jinan 250061,China);Development of rolling force formula for H-beam rolling process by an integrated model[J];Heavy Machinery;2008-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved