Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Ordnance Material Science and Engineering》 2009-01
Add to Favorite Get Latest Update

Corrosion prediction of RE-Ni-Cu alloy cast iron based on neural network

WU Rigen1,DONG Junhui2,WANG Yurong1(1.Material Engineering Department,Baotou Vocational Technical College,Baotou 014030,China;2.College of Materials Science and Engineering,Inner Mongolia University of Technology,Huhhot 100062,China)  
The corrosion rate of Re-Ni-Cu alloy cast iron in high temperature concentrated alkaline solution were measured by the dynamic condition hydrometer method, and it was the sample data used for training and certification of BP neural network.The 4×15×1 and 4×15×8×1 BP neural network models were established by the toolbox function of MATLAB, and two network models were comparatively researched.The results show that under this sample set and training condition, prediction precision of four layer BP neural network is obviously higher than that of three layers BP neural network, and four layers BP neural network canbe used for corrosion prediction of RE-Ni-Cu alloy cast iron in high temperature concentrated alkaline solution.
【CateGory Index】: TG143.9
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 7 Hits
1 WANG Hai tao,HAN En hou,KE Wei State Key Laboratory for Corrosion and Protection,Institute of Metal Research, Chinese Academy of Sciences,Shenyang 110016,China;APPLICATION OF ARTIFICIAL NEURAL NETWORK TO THE FIELD OF CORROSION[J];Corrosion Science and Technology Protection;2004-03
2 DENG Chun-long,LI Wen-jun,SHUN Ming-xianLuoyang Ship Material Material Research Institute,Marine Corrosion and Protection State Key Laboratory,Qingdao 266071;BP NEURAL NETWORK APPROACH TO PREDICTION OF CORROSION IN SEAWATER OF CARBON STEEL AND LOW ALLOY STEEL[J];Corrosion Science and Protection Technology;2006-01
3 LIU Yan\|li, ZHONG Qun peng, ZHANG Zheng (Department of Materials Science and Engineering, Beijing University of Aeronautics and Astronautics, Beijing\ 100083, China);PREDICTIVE MODEL BASED ON ARTIFICIAL NEURAL NET FOR FATIGUE PERFORMANCES OF PRIOR-CORRODED ALUMINUM ALLOYS[J];Acta Aeronautica Et Astronautica Sinica;2001-02
4 Ke Wei Institute of Metal Research, CAS, Shenyang China 110016;Current Investigation into the Corrosion Cost in China[J];Total Corrosion;2003-01
5 WU Ri-gen,DONG Jun-hui,ZHU Xia(College of Materials Science and Engineering,Inner Mongolia University of Technology,Huhhot 100062,China);Effect of Rare-earth on Caustic Corrosion Resistance of Nickel-Copper Alloy Cast Iron[J];Hot Working Technology;2005-11
6 DONG Jun hui,CHEN Rong,XIA Xiang dong,XIAO Ke ze (Materials School,Inner Mongolia Polytechnic University,Huhehaote 010062,Inner Mongolia,China);Effect of Rare Earth on the Corrosion Resistance of Nickel Chromium Alloy Cast Iron[J];FOUNDRY;2000-03
7 ZHANG Yi~1,DONG Jun-hui~1,CHANG Yan-jun~1,TIAN Chun-yu~2(1.College of Materials Science and Engineering, Inner Mongolia University of Technology, Huhhot 010062,Inner Mongolia, China; 2.China Nucleus Baotou Guanghua Chemistry Industry Company, Baotou 010040, Inner Mongolia, China);Research on the Alkali Corrosion Resistance Mechanism of Ni-Cu Alloy Cast Iron[J];Foundry;2005-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 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
2 LIU Xintian1 GUO Jingjie2 ( 1.Anyang Institute of Technology,Anyang 455000,China; 2.Zhengzhou University,Zhengzhou,450000,China);Prediction of the Flow Stress of AZ31 Magnesiumagnesium Alloy Using Artificial Neural Network[J];Journal of Anyang Institute of Technology;2007-04
3 WANG Guang-yan,XU Bao-jie(Department of Mechanical Engineering,Beijing Institute of Machinery,Beijing 100085,China);Fault diagnosis for rotating machine based on Gauss-Newton neural network[J];Journal of Beijing Institute of Machinery;2007-04
4 Zhao Yadan,Wang Yahui (School of Electricity and Information Engineering,BUCEA Beijing 100044);Quasi-Sliding Mode Variable Structure Control Based on RBF Neural Network[J];Journal of Beijing University of Civil Engineering and Architecture;2007-04
5 XU Min-feng (College of Information Engineering,Beijing Technology and Business University,Beijing 100037,China);INVESTIGATION ON CHARACTERISTICS OF TRIODE'S TEMPERATURE BASED ON NEURAL NETWORK[J];Journal of Beijing Technology and Business University(Natural Science Edition);2008-02
6 WANG Wei1,LI Qing-quan1,WANG Xiang-dong2(1.Shandong University,Jinan 250061,China;2.Jinan Product Quality Supervison Testing Institute,Jinan 250022,China);Fault Diagnosis Simulation of BPANN Oil-Immersed Power Transformer Based on MATLAB[J];Transformer;2007-09
7 YAO Jing,QIAN Jun-hao(Jiangnan University,Wuxi 214122,China);Application of BP Artificial Neural Network on Offset Ink Printability Test[J];Packaging Engineering;2008-04
8 JIANG Feng, FENG Qi (School of Aerospace Engineering and Applied Mechanics, TongJi University, Shanghai 200092, China);Vitality analysis of impacted naval vessels based on RBF network[J];Ship Engineering;2008-03
9 ZHAO Ji-yin1,LI Jian-po2,ZHENG Rui-rui2(1.College of Electromechanical Information Engineering,Dalian Nationalities University,Dalian 116600,China;2.College of Communication Engineering,Jilin University,Changchun 130022,China);Application of Adaptive Learning Rate Method in Power Transformer Fault Diagnosis[J];Journal of Jilin University(Information Science Edition);2008-04
10 SUN Tao,LI Jian,ZHENG Yu,DAI Li (School of Electronics & Information Technology,SCU,Chengdu 610064,China);Prediction of chaotic time series based on neural network[J];Journal of Chengdu University of Information Technology;2008-02
China Proceedings of conference Full-text Database 8 Hits
1 Zhang Peng Cui Wenli (Civil Aviation University Of China,Tianjin 300300,China);Civil aviation aircraft fault diagnosis research based rough sets and BP net[A];[C];2007
2 JIANG Feng FENG Qi ( School of Aerospace Engineering and Applied Mechanics, TongJi University, Shanghai 200092,China);Making Decision on the Damage of Naval Vessel System to Shock Loadings Based on SOM[A];[C];2007
3 QIU Min1 , ZHANG Zhan-feng2 , SHAO Wei1 (1. College of Chemistry and Life Science, Three Gorges University, Yichang 443001 2. Henan Nanjiecu Group, Linying 462600);Study on Optimization for Saving Energy Technique in Drying Yeast Extracts[A];[C];2009
4 ZHOU Qi-hong FENG Xiao-ming~2,WANG Yin~3,WANG Pan-wen~1,NING Ling~1,WANG Xiao-hong~1.1.Chizhou Center for Disease Control and Prevention,Chizhou 247000,China;2.Guichi District Center for Disease Control and Prevention,Guichi 247100,China;3.Chizhou Atmosphere Bureau,Chizhou 247000,China;A forecast model study on the incidence of mumps in southern Anhui Province[A];[C];2010
5 Li Xingjiang,Jiang Shaotong,Zheng Zhi,Luo Shuizhong,Pan Lijun,Pang Rui (School of Biotechnology and Food Engineering,Hefei University of Technology,Hefei 230009,China);Optimization of Fermentation Condition for Enhanced L-lactic acid Production from Crop Straw Hydrolyte via Back-Propagation Artificial Neural Network[A];[C];2010
6 CHEN Xiu-hui~1,ZHANG Ji-ye~2 (1.Dept.of Applied Mechanics and Eng.,Southwest Jiaotong Univ.,Chengdu 610031,China; 2.Traction Power State Key Laboratory of Southwest Jiaotong Univ.,Chengdu 610031.China);Application of Generalized Regression Neural Network in Identification of Moving Load on Bridge[A];[C];2008
7 Qi-yi Zhang Zhi Zhang Dong Mei Transportation Command Department of Automobile Management Institute,Bengbu,Anhui,233011;Application of Combination of Genetic Algorithm and Neural Network to the Forecast of Material Transportation Quantity on the Road[A];[C];2010
8 Li Xingjiang, Jiang Shaotong , Zheng Zhi, Luo Shuizhong, Pan Lijun, Pang Rui (School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei 230009, China);Optimization of Fermentation Condition for Enhanced L-lactic acid Production from Crop Straw Hydrolyte via Back-Propagation Artificial Neural Network[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 MA Xiaoyan, QU Zuyu, LI Changrong (Material Science and Engineering School, UST Beijing, Beijing, 100083,China);Application of Artifcal Nural Network in Prediction Corrosion Value of Metal in Atmosphere[J];Journal of University of Science and Technology Beijing;2001-02
2 MA Xiaoyan,QU Zuyu,LI Changrong (Material Science and Engineering School,USTB,Beijing 100083);APPLICATION OF BP ARTIFICAL NURAL NETWORK FOR PREDICTION OF ATMOSPHERE CORROSION OF CARBONSTEEL AND LOW ALLOY STEEL[J];Corrsion Science and Technology Protection;2002-01
3 GUO Zhihu;JIN Minghui;GUI Xiuwen; MENG Xialan; XING Zhengliang ;LUO Yi(HuaZhong University of Science and Technologe, Wuhan 430074);NEURAL NETWORK APPROACH IN RESEARCH OF METAL CORROSION IN SOIL[J];CORRSION SCIENCE AND PROTECTION TECHNOLOGY;1995-03
4 Han Shaochang Gong Jiansen (Hunan University);Survey of the Reseach and Development of Corrosion Resistant Cast Irons at Home and Abroad[J];Materials For Mechanical Engineering;1988-03
5 Cheng Ji ;Wang Guiqin(Dalian University of Technology);STUDY ON CORROSION BEHAVIOR OFCAST IRONS IN CAUSTIC SODA[J];CHINESE JOURNAL OF MECHANICAL ENGINEERING;1996-01
6 GAO Xu-dong(National Chlor-Alkali Industry Information Center,Huludao 125001,China);Situation and development trend of domestic caustic soda industry[J];Chlor-alkali Industry;2002-10
7 ;The Effect of Graphite and Matrix on the Corrosion Resistance of Grey Cast Iron[J];Modern Cast Iron;1990-04
8 GUO Zhihu; XING Zhengliang; JIN Minghui; MENG Xialan (Huazhong University of Science and Technology, Wuhan 430074);PREDICTING CORROSION RATE OF MILD STEEL IN SOIL BASED ON ARTIFICIAL NEURAL NETWORK[J];Journal of Chinese Society For Corrosion and Protection;1996-04
9 CAI Jianping KE Wei (Institute of Corrosion and Protection of Metals, Chinese Academy of Sciences);APPLICATION OF NEURAL NETWORKS TO ATMOSPHERIC CORROSION OF CARBON STEEL AND LOW ALLOY STEELS[J];Journal of Chinese Society For Corrosion and Protection;1997-04
10 KONG De-ying SONG Shi-zhe (Materials College, Tianjin University, Tianjin 300072);ANALYSIS OF CORROSION DATA FOR CARBON STEEL ANDLOW-ALLOY STEELS IN SEAWATER BY ARTIFICIALNEURAL NETWORK[J];Journal of Chinese Society For Corrosion and Protection;1998-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved