Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
Add to Favorite Get Latest Update

Neural network for predicting effect of lubricant viscosity on wear

Xu Jiansheng(Dept. of Mechanical Engineering, Wuhan Institute of Chemical Technology, Wuhan), Zhao Yuan;Zou Lan  
The BP neural network used in the prediction of the effect of the lubricant viscosity on the wear property of 45 steel/bronze friction pairs was established. Wear tests on lubricants with various viscosities were made, and the objective sample of the neural network was obtained. To simplify programming, the functions in the toolbox of MATLAB software wereused. The network is a practicable tool for solving the problem of the calculation in tribology design.
【Fund】: 国家自然科学基金
【CateGory Index】: TE626
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 2 Hits
1 Liu Jingyu Wang Yumin(School of Automobile,Chang’an University,Xi’an 710064,China);Simulation Study on Tribological Behavior of Triphenyl Phosphate Acted on Rapeseed Oil[J];Lubrication Engineering;2005-05
2 LIU Jing-yu,WU Ya-li,TONG Qiu-hong (School of Automobile ,Chang′an University ,Xi′an 710064,China);A tribological behavior model of triphenyl phosphate (TPP) acted on rapeseed oil[J];Journal of Northwest University(Natural Science Edition);2005-03
Chinese Journal Full-text Database 4 Hits
1 Mo yimin Zou Lan Zhao Yuan Chen Xianbin Yu Baoliang Li Bo;Effect of Basic Oil Viscosity on the Characteristic of Wear Self - Compensation[J];Lubrication Engineering;1998-01
2 Song Shiyuan Fan Xinhua Logistic Engineering Institute, Chongqing;Effects of VI Improver on the Lubricating Performances of Base Oil[J];Lubrication Engineering;1998-02
3 Yang Qijun( University of Petroleum, Dongying City, Shandong Province ), Sun Hui, Pei Junfeng. , 1999, 27(10): 17~20;Fault diagnosis for reciprocating pump with wavelet neural network.[J];CHINA PETROLEUM MACHINERY;1999-10
4 ShiHanmin et al. (Huazhong University of Scienceand Technology, Wuhan,China);Artificial Neural Network and Its Application in the Field of Mechanical Engineering[J];CHINA MECHANICAL ENGINEERING;1997-02
Chinese Journal Full-text Database 10 Hits
1 Wu Helei & Zhu Shan'an Zhejing University,Hangzhou 310027;Car Fault Diagnosis System Based on FNN and Rule-based Inference[J];Automotive Engineering;2003-06
2 Mo Yimin (University of Petroleum in Beijin) Zou Lan Zhao Yuan (Wuhan Research Institute of Material Protection);Tribological Principle of Wear - Self - Compensation[J];Lubrication Engineering;1998-05
3 MO Yimin Shi Yusheng (University of Petroleum in Beijing) Zou Lan Zhao Yuan (Wuhan Research Institute of Material Protection);Research of BP Neural Network Theory on Predicting the Process of Wear-self-compensation[J];Lubrication Engineering;1998-06
4 Lu Chengdong Luo Yunbai (The Department of Chemical and Environmental Engineering ,Wuhan water Conservancy & Electric Power University);Lubricants in Rolling Steel Plate[J];Lubrication Engineering;2000-04
5 Song Shiyuan Zheng Congwang Li Zicun Shi Yonggang Wang Yong (Logistical Engineering University, Chongqing 400016; Jiangsu Province Branch, SINOPEC);Study on the Lubricating Property of the Oil Blended with VI Improver under Harsh Terms[J];Lubrication Engineering;2002-03
6 WANG Jie,JIANG Yu ming,YIN Guo fu (College of Manufacturing Sci. and Eng.,Sichuan Univ.,Chengdu 610065,China);Neural Network Approach for Datum Selection in CAPP[J];JOURNAL OF SICHUAN UNIVERSITY (ENGINEERING SCIENCE EDITION);2000-04
7 WANG Min (School of Mechanical Engineering, Weifang University, Weifang 261061, China);The Application of ANN on Die & Mould Manufacturing Techniques[J];Agricultural Equipment & Vehicle Engineering;2007-05
8 ;Advanced Theories and Methods for Safety Evaluation Analysis of Crane’s Metal Structures[J];WATER CONSERVANCY & ECLECTRIC POWER MACHINERY;1998-03
9 ZHANG Wen-juan1,KONG Ling-chao2,ZHANG Xu3(1.Department of Physics and Electromechanical Engineering,Sanming University,Sanming 365004,China;2.Sangang(Group) Co,Ltd.Sanming 365000,China;3.College of Mechanical Engineering,Chongqing University,Chongqing 400044,China);The Research on the Intellective Selection of BP Neural Network Applied in the Mold Milling Conditions[J];Journal of Sanming University;2009-02
10 Zhang Rui Jiang Shuhai Lu Huaiming etc.;The utilization of artificial nerval network on diagnosis of mechanical failures[J];Forest Engineering;1999-06
China Proceedings of conference Full-text Database 1 Hits
1 ;The Research on Optimal Design of Gear Link Ratio's Assignment Based on ANN[A];[C];1998
Chinese Journal Full-text Database 10 Hits
1 Hu Zhimeng (Shanghai Univesity, 200072) Liu Qirong (China Textile Univereity, Shanghai);Study on Tribochemistry of Borated Vegetable Oil[J];Lubrication Engineering;1999-02
2 Xia Yanqiu (Shenyang Polytechnic University)Ma Xiangui Ding Jinyuan Yang Wentong (Northeast University)Liu Weimin Xue Ounji YU Laigui (Lan zhou Institute of Chemical Physics Chinese Academy of Sciences);Study Necessity and Possibility of Environment Friend Lubricant[J];Lubrication Engineering;1999-03
3 Cao Yueping Yu Laigui Qi Shangkui (State Key Laboratory of Solid Lubrication, Lanzhou Institute of Chemical Physics , Chinese Academy of Sciences );Investigation of the Lubricating Performance of Several Hydroxy Fatty Acids as Additives in Rapeseed Oil[J];Lubrication Engineering;2000-04
4 Xia Yanqiu 1,2 Liu Weimin 2 Xue Qunji 2 (1 College of Mechanical Engineering, Shenyang Polytechnic University) (2 Lanzhou Institute of Chemical Physics, CAS);Anti-wear and Friction-Reduction Properties of Straight Chain Acid and Straight Chain Alcohol as Lubricating Additive for Steel/Steel and Steel/Aluminum[J];Lubrication Engineering;2001-02
5 Ye Bin Tao Dehua(Research Laboratory of Lubrication Chemistry, Shanghai University, Shanghai 200072);Development and Characteristics of Environmentally Friendly Lubricants[J];Lubrication Engineering;2002-05
6 Feng Kequan(Researrk Institute of Chongqing Yiping Superlubes Co., SINOPEC, Chongqing 400039);BIODEGRADABILITY TEST FOR LUBRICANTS[J];LUBRICATING OIL;1999-02
7 Zhu Heju Wang Guojin(Great Wall Lube Oil Group Co. Ltd., SINOPEC, Beliing 100085)Chen Yuezhu(Petroleunl University, Dongying 1 02200 );QUANTITATIVE ANALYSIS ABOUT MOLECULAR CHAIN STRUCTURE OF ETHYLENE - PROPYLENE COPOLYMERS[J];LUBRICATING OIL;1999-02
8 CAO Yue-ping,YU Lai-gui (Laboratory of Solid Lubrication,Research Institute of Lanzhou Chemical Physics,Chinese Acqdemy of Sciences,Lanzhou 730000,China);ENVIRONMENTAL FRIENDLY LUBRICANTS AND ADDITIVES[J];LUBRICATING OIL;1999-05
9 HU Zhi-meng 1,DANG Hong-xin 2,LIU Wei-min 2,CHEN Jian-min 2 (1.Research Institute of Applied Mathematics and Mechanics,Shanghai University,Shanghai 200072,China; 2. Laboratory of Solid Lubrication,Lanzhou Institute of Chemical Physics,Chinese Academ;THE FRICTION CHARACTERISTICS OF PLANT OIL FATTY ACID[J];LUBRICATING OIL;2000-04
10 CANG Qiu-ju (Research Institute of Petroleum Processing,Beijing 100083,China);RESEARCH OF VEGETABLE OILS FOR THE BASESTOCK OF HYDRAULIC FLUIDS[J];LUBRICATING OIL;2000-04
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 TONG Qiuhong1, WU Yali2, LIU Jingyu1, WANG Yumin1(1. School of Automobile, Chang′an University, Xi′an 710064, China; 2School of Information Engineering, Chang′an University, Xi′an 710064, China);Artificial intelligence system for lubricating oil[J];Journal of Xi'an Highway University;2003-04
【Secondary Citations】
Chinese Journal Full-text Database 7 Hits
1 Hou Weibin et al. (Ts-inghua University, Beijing,China) Ahstract:The grinding wheel becomes bluntgradually during grinding process of the index-able insert peripheral grinding machine. It is ne-cessary for grinding wheel to be sharpened whenit is blunt-;Research on the Application of ANN to Grinding Wheel Monitoring[J];CHINA MECHANICAL ENGINEERING;1997-02
2 Feng Pingfa et al. (Tsinghua Uni-versity,Beijing,China);Research on Drill Wear Monitoring Under Varying Cutting Condition Based on Artificial Neural Network[J];CHINA MECHANICAL ENGINEERING;1997-02
3 Liu Zhenkai et al. (Northwestern PolytechnicalUniversity, Xi' an,China );Models and Architectures of Hybrid Neural Net-work and Expert Systems in Intelligent CAD[J];CHINA MECHANICAL ENGINEERING;1997-02
4 Ma Jiancang et al.(Northwestern Polytechnical University, Xi' an,China);Data Fusion Fault Diagnosis Based on Wavelet Trans form and ANN[J];CHINA MECHANICAL ENGINEERING;1997-02
5 Chen Tao et al. (Xi' anJiaotong University, Xi' an, China );The Theory and Application of Multiresolution Wavelet Network[J];CHINA MECHANICAL ENGINEERING;1997-02
6 Mo Yimin et al. (University of Petroleum of China,Beijin,China);The Envisagement of the Theory of Wear-Self-Compensation[J];CHINA MECHANICAL ENGINEERING;1998-02
7 Yang Qijun; Pei Junfeng; Wei Guoxiang(University of Petroleum Dongying, 257062);Fault Diagnosis System on Pump Valves in a Reciprocating Pump with BP Neural Network[J];NOISE AND VIBRATION CONTROL;1998-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved