Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Iron and Steel Research》 2008-04
Add to Favorite Get Latest Update

Research and Application of Steel Plate Temperature Prediction Model for Roller-Hearth Furnace

SHAN Li-ping,WANG Jing,LI Jing(National Engineering Research Center for Advanced Rolling,University of Science andTechnology Beijing,Beijing 100083,China)  
In order to improve the steel plate temperature prediction accuracy of the roller-hearth heat treatment furnace,GA-BP neural network is trained by a great deal of actual data.The model is used to calculate the steel plate temperature of the roller-hearth heat treatment furnace.The result shows that the model is very simple and it has high precision and satisfies the actual application.
【CateGory Index】: TG155.1
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 1 Hits
1 LI Jing,XIE TingNational Engineering Research Center for Advanced Rolling Technology,University of Science and Technology Beijing,Beijing 100083,China;Predictive Model of Steel Plate Temperature in Heat Treatment Furnace Based on LS-SVM[J];Science & Technology Review;2012-08
【Citations】
Chinese Journal Full-text Database 2 Hits
1 ZHAI Yifeng1, LI Hongyan2, LIU Hanbing3, YUAN Ximin4(1.College of Hydraulic and Civil Engineering,Dalian University of Science and Technology,Dalian 116023,China; 2.College of Managment and Economy,Beijing University of Science and Technology,Beijing 100081,China; 3.College of Transportation,Jilin University,Changchun 130025,China; 4.China Institute of Water Resources and Hydropower Research,Beijing 100038,China);Method for optimizing initial weights of ANNs by GAs[J];Journal of Jilin University of Technology(Natural Science Edition);2003-02
2 WANG Zhong jie, CHAI Tian you, SHAO Cheng Research Center of Automation, Northeastern University, Shenyang 110006, China;Slab Temperature Prediction Model Based on RBF Neural Network[J];ACTA SIMULATA SYSTEMATICA SINICA;1999-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 MA You-ping(School of Biological Sciences and Biotechnologies,Hubei Institute for Nationalities,Enshi,Hubei 445000);Study on Genetic Algorithm Fitting for McDill-Amateis Growth Model[J];Journal of Anhui Agricultural Sciences;2007-33
2 WU Jin-hua et al(College of Earth Science and Land Resources,Chang'an University,Xian,Shaanxi 710054);Research on Land Use Structure Model in Shaanxi Province Based on Genetic Neural Network[J];Journal of Anhui Agricultural Sciences;2008-36
3 QIN Peng et al(Guangzhou Microbial Institute,Guangzhou,Guangdong 510663);Establishment and Application of Chlorella vulgari Growth Model Based on Optimizing BP Neural Network by Genetic Algorithm[J];Journal of Anhui Agricultural Sciences;2011-10
4 CAO Su-bing et al(Sichuan Engineering Technical College,Deyang,Sichuan 618000);Research on Selection Operator in RNA Secondary Structure Prediction Based on Genetic Algorithm[J];Journal of Anhui Agricultural Sciences;2011-14
5 GUO Qiang et al(Institute of Information on Science and Technology of Agriculture,Beijing Academy of Agriculture and Forestry Sciences,Beijing,100097);Prediction and Research on Vegetable Price Based on Genetic Algorithm and Neural Network Model[J];Journal of Anhui Agricultural Sciences;2011-26
6 ZHAO Jia,ZHANG Wei,FANG Jin,YANG Zhongping,Trillion Q.ZHENG,LIU Youmei(School of Electrical Engineering,Beijing Jiaotong University,Beijing 100044,China);Electromagnetic optimization design of a HTS linear induction motor[J];Journal of Beijing Jiaotong University;2011-02
7 HU Yan,LI Guoxiu,LI Shaopeng(School of Mechanical,Electronic and Control Engineering,Beijing Jiaotong University,Beijing 100044,China);Research of engine match optimization algorithm[J];Journal of Beijing Jiaotong University;2011-04
8 Zhou Lijuan Yue Xiaobo;Research on the Optimized Method of Logistics Delivery Route[J];Office Automation;2007-06
9 ZOU Ming,JIANG Li-ping,SU Si (College of Science,Naval University of Engineering,Wuhan 430033,China);Resource Scheduling of Aviation Equipment Support Based on Genetic Algorithm[J];Ordnance Industry Automation;2009-11
10 YIN Wen-bin,XU Teng,HOU Bo,GAI Shi-chang(Staff Room of Contract Tactics,Naval College of Command,Nanjing 210016,China);Research on Missile Fire Distribution of Warship Formation Based on Genetic Algorithms[J];Ordnance Industry Automation;2010-05
China Proceedings of conference Full-text Database 10 Hits
1 LIU Han,GAO Jun-Tao School of Automation and Information Engineering,Xi'an University of Technology,Xi'an,710048,P.R.China;Research on Parallel Hybrid Electric Vehicle Control Strategy and GA Optimization[A];[C];2011
2 SU Xiao-ling,SHI Yin-jun, (Key Laboratory for Agricultural Soil and Water Engineering in Arid Arer Ministry of Education.,Northwest A&F University.,Yangling Shannxi 712100,China);water resources transformation in Shiyang River basin[A];[C];2011
3 Yuanan ZHANG,Chunrong ZHANG,Yong QIANG Xian Electronic Engineering Research Institute,Xian,710100;The Study of MIMO Radar Orthogonal Waveform Design Based on Phase-Coding Signal[A];[C];2011
4 ZUO Yan-yan,YAN Cai-bao (Institute of noise and vibration,Jiangsu University.Zhenjiang 212013);A new active suspension control with four-degrees of freedom based on genetic algorithm optimization[A];[C];2011
5 Zhao Liang Li Shu Lu Dawei;Application Research of the MLPG Mixed Collocation Method in Shape Optimization[A];[C];2009
6 Li Jiang Yang Huizhong (Research Institute of System Engineering, Southern Yangtze University, Wuxi 214122, China);Learning algorithm for neural networks based on extended Kalman filter[A];[C];2004
7 ZHOU Jin-zhi ZHONG Bin (1 School of Mechanical Engin,Hubei Univ.of Technology,Wuhan 430068,China; 2 Department of Equipment in Sets Business Section,Wuhan 430060,China);Elimination Welding Residual Stress in Austenite Stainless Steel with Heat Treatment Method[A];[C];2007
8 Yan Fu-wu~1,Wang Hong-jian~1,Tian Shao-peng~(1,2),Yuan Zhi-jun~2 (1.College of Automobile Engineering,Wuhan University of Technology,Wuhan 430070; 2.SAIC GM Wuling Automobile Co.,Ltd Liuzhou 545007);Multi-objective Reliability Optimal Design of Transmission Gear Train Based on NSGA-Ⅱ[A];[C];2009
9 HU Yu-lan, FU Wen, LI Xue-mei (Faculty of Information Science and Engineering. Shenyang Ligong University, Shenyang 110168, China.;Application of Neural Network Based on the Genetic Simulated Annealing Algorithm in Failure Diagnosis[A];[C];2006
10 CHEN Xiao-bo ZHAO Zhong-lei QIN Shu-kai College of Information Science and Engineering,Northeastern University,Shenyang 110004,China.;Reheating furnace modeling method based on GA and BP neural network[A];[C];2007
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Zhou Minwen Cheng Qiling (AISC Design and Research Institute);Burning of Heat treatment Furnace and the Design and Choice of Controlling System[J];;1998-12
2 Baowei Li,Zengwu Zhao, Yike Li, Wenfei Wu, and Daqiang Cang 1) Baotou University of Iron and Steel Technology, Baotou 014010, China 2) Metallurgical Engineering School, University of Science and Technology Beijing, Beijing 100083, China;Numerical simulation of fluid flow in a reheating furnace with multi-swirling-burners[J];北京科技大学学报(英文版);2003-05
3 LI Yi ke 1,LI Bao wei 2,REN Yan qiu 1,WU Wen fei 1,ZHAO Zeng wu 1,HE You duo 2, WANG Xian 3,ZHAO Wei 3,LI Qian 3,XU Bin 3,LIU Yong jun 3,WANG Yong 3(1 Energy Resources and Environment Engineering School,UIST Baotou,Baotou 014010,China;Study of the mathematical model and computer control of combustion process in reheating furnace[J];Journal of Baotou University of Iron and Steel Technology;2002-02
4 SHI Lei (College of Mathematics and Computer Science,Chongqing Normal University,Chongqing 400047,China);The Studies of Fitting Function Based on The Least Squares Support Vector Machine[J];Computer Knowledge and Technology(Academic Exchange);2007-20
5 LI Baowei; HE Youduo;DING Ligang; ZHANG Xuefeng; ZHANG Yin(Baotou University of Iron and Steel Technology,Baoton 014010);INVESTIGATION OF TRANSFER SIMULATION FOR RADIATION HEAT EXCHANGE[J];JOURNAL OF ENGINEERING THERMOPHYSICS;1996-02
6 SHI Guang-mei1,,LIU Chao1 2(1.College of Power Engineering,Chongqing University,Chongqing 400044,China;2.Institute of Structural Mechanics,China Academy of Engineering Physics,Mianyang 621900,China);<Abstract>Development of Radiation Models in Industrial Furnace[J];Industrial Heating;2004-05
7 WANG Jun-sheng, Niu Jue, WEN Zhi, WANG Jing, CAI Qing-wu (University of Science and Technology Beijing, Beijing 100083, china);Study on the Two-dimension Mathematical Model of Steel Slab for Continuing Heat Treating Roller-Hearth Furnace[J];Industrial Heating;2005-01
8 YUAN Guo1,WANG Guo-dong1,WANG Ri-qing1,2,WANG Li-jun3,WANG Zhao-dong1(1.State Key Laboratory of Rolling and Automation,Northeastern University,Shenyang 110004,Liaoning,China;2.NHI Shenyang Heavy Machinery Group Co Ltd,Shenyang 110025,Liaoning,China;3.Design Institute ofAngang Group Co,Anshan 114021,Liaoning,China);Development and Application of Steel Plate Heat Treatment Technology and Facilities[J];Journal of Iron and Steel Research;2009-05
9 GUAN En quan (Dalian Economic and Technical Development Zone Xinghai Machine Blade Co.,Ltd., Dalian Liaoning 116600,China);Heat Treatment Furnace with High Temperature Nitrogen-Base Atmosphere[J];Heat Treatment of Metals;2003-09
10 Liu Linhua\ Yu Qizheng\ Ruan Liming\ Tan Heping (School of Energy Science and Technology, Haerbin Institute of Technology,Haerbin 150001);DISCRETE ORDINATE SOLUTIONS OF RADIATIVE TRANSFER EQUATION[J];CHINESE JOURNAL OF COMPUTATION PHYSICS;1998-03
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 Hou Junqing,Zhang Wenliang,Hu Bo,Wu Xiaolin,Sun Meng,Ji Jianwei,Wang Chengcheng,Li Qiang(Heat Treat Center,Beijing Research Institute of Mechanical and Electrical Technology,Beijing 100083,China);Optimization design of support block of protective atmosphere roller hearth furnace[J];Heat Treatment of Metals;2013-06
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 WANG ZHi liang et al.;Application of Genetic and Improved BP Algorithms in Geotechnical Engineering[J];Underground Space;2001-03
2 Liu Xiao Gu Wenbing Wang Hongbing Fu Runsheng(Steelmaking Plant);Temperature Behavior of Ladle Furnace[J];BAO STEEL TECHNOLOGY;1998-03
3 Liu Xiao Gu Wenbin Wang Hongbing Fu Runsheng (Steelmaking Plant);Thermal Analysis of Ladle[J];BAO STEEL TECHNOLOGY;1998-05
4 ZHANG Min(Department of Mathematics, Dalian University, Dalian 116622, China)ZHAO Jin-cheng(Institute of Information Science and Structural Engineering, Dalian University, Dalian 116622, China);Global Optimization for the Topology and Weight Distribution of Neural Network Using Genetic Algorithm[J];JOURNAL OF DALIAN UNIVERSITY;1999-06
5 WANG Minglin LIU Liu HE Ping (Central Iron and Steel Research Institute);STUDY ON MOLTEN STEEL TEMPERATURE IN STEELMAKING PLANT[J];Iron and Steel;2002-03
6 LI Li 1,ZHOU Rui he 2,XUE Nian-fu 1,PEI You-cai 1,WANG De-kui 1(1.Panzhihua Iron and Steel Research Institute,Panzhihua 617000,Sichuan,China; 2.Metallurgical Materials Company of PZH Steel,Panzhihua 617062,Sichuan,China)[BHDWG18mm,WK2,WK42ZQ0,WK2W];THE PRESENT SITUATION ANALYSIS FOR PRODUCTION CYCLES OF LADLE AT PZH STEEL[J];Iron Steel Vanadium Titanium;2002-01
7 YAN Li-yi ,JIANG Zhuo-hua,ZOU Jun-su,ZHANG Cai-gui (1.Northeastern University,Shenyang110006,China;2.Shanhai Meishan Iron&Steel Co Ltd.,Nanjing210039China);Electroheat Characteristics and Power Supply System for Ladle Furnaces[J];Industrial Heating;2003-01
8 ZHANG Tong, ZHANG Hua, WANG Zi cai (Dept. of Control Engineering, Harbin Institute of Technology, Harbin 150001, China);Float encoding genetic algorithm and its application[J];Journal of Harbin Institute of Technology;2000-04
9 SONG Jinguang, XU Chunsheng (Civil Aviation University of China,Tianjin 300300,China);The Estimation of Aeroengine Expectant Cycle Based on Genetic Algorithm and BP Neural Network[J];Journal of Aerospace Power;2003-05
10 WU Yong jun, JIANG Zhou hua, JIANG Mao fa, GONG Wei, ZHAN Dong ping (Northeastern University, Shenyang 110006, China);Temperature Prediction Model of Molten Steel in LF[J];Journal of Iron and Steel Research;2002-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved