Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《China Mechanical Engineering》 2006-S2
Add to Favorite Get Latest Update

Rough-set Neural Network Based Fault Diagnosis on Power-Shift-Steering-Transmission

Zheng Changsong Ma Biao Li Heyan Lu Huapeng National Key Lab of Vehicular Transmission,Beijing Institute of Technology,Beijing,100081  
An oil analysis database of the Power-Shift-Steering-Transmission(PSST)on road test was set up.By the Rough-set's information reduction and dealing with the imprecise,half-baked, inconsistent data and the neural network's linearity approximate and pattern recognition,we set up the Rough-Set Neural Network(RSNN)model.Appling this model on the pattern recognition of the Power-Shift-Steering-Transmission and the satisfactory diagnosis results were obtained.This method offers new method and idea on the machinery fault diagnosis for the half-baked information.
【Fund】: 教育部新世纪优秀人才支持计划项目(NCET—04—0200)
【CateGory Index】: TH132
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 WANG Guo Yin 1) YU Hong 1),2) YANG Da Chun 3) 1) (Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing 400065) 2) (Institute of Computer Science and Engineering,;Decision Table Reduction based on Conditional Information Entropy[J];Chinese Journal of Computers;2002-07
2 WAN Yao-qing, ZHENG Chang-song, MA Biao (School of Mechanical and Vehicle Engineering, Beijing University of Science and Engineering, Beijing 100081, China);Information mergence problems in failure diagnosis of oil analysis[J];Journal of Machine Design;2004-09
3 LIANG Ji-ye+{1,2}, QU Kai-she+2, XU Zong-ben+1(1. Institute for Information and System Science, Faculty of Science, Xi'an Jiaotong University, Xi'an 710049, China; 2. Department of Computer Science, Shanxi University, Taiyuan 030006, China);Reduction of Attribute in Information Systems[J];Systems Engineering-theory & Practice;2001-12
4 LING Wei-ye, JIA Min-ping, XU Fei-yun, HU Jian-zhong, ZHONG Bing-lin (Department of Mechanical Engineering, Southeast University, Nanjing 210096, China);OPTIMIZING STRATEGY ON ROUGH SET NEURAL NETWORK FAULT DIAGNOSIS SYSTEM[J];Proceedings of the Csee;2003-05
【Secondary Citations】
Chinese Journal Full-text Database 9 Hits
1 MIAO Duo Qian ①② and HU Gui Rong ① ①(Department of Mathematics, Shanxi University, Taiyuan\ 030006) ②(National Laboratory of Pattern Recognition,Insitute of Automation,Chinese Academy of Sciences, Beijing\ 100080);A HEURISTIC ALGORITHM FOR REDUCTION OF KNOWLEDGE[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1999-06
2 Wang Yaoqing; Wang Wenqing;Ma Lu; Wan Xi-aodong (The Vehical Enginerring Coollege, Beijing Insti-tute of Technlogy);Oil spectrometric analysis and failure diag-nosis in mechanical equipments[J];MACHINE DESIGN;1995-09
3 HAO Lina (The College of Mechanical Engineering and Automation, Northeastern University · Shenyang,110004,P.R.China) XU Xinhe (Control and Simulation Research Center, Northeastern University · Shenyang, 110004,P.R.China);The Application of Rough Set Neural Network System in Fault Diagnosis[J];Control Theory & Applications;2001-05
4 MIAO Duo qian 1,2 \ WANG Jue 2 1 (Department of Mathematics\ Shanxi Unversity\ Taiyuan\ 030006) 2 (Institute of Automation\ The Chinese Academy of Sciences\ Beijing\ 100080);An Information Representation of the Concepts and Operations in Rough Set Theory[J];JOURNAL OF SOFTWARE;1999-02
5 LI Yongmin\ ZHU Shanjun\ CHEN Xianghui\ HAN Zengjin\ SUN Zengqi (Department of Automation, Tsinghua University, Beijing 100084);A Rough Set Approach to BP Neural Network Designing[J];SYSTEMS ENGINEERING-THEORY & PRACTICE;1999-04
6 Yang Jiangang; Dai Decheng; Gao Wei; Cao Zhuqing (Department of Power Engineering, Southeast University Naming, 210018)(Department of Mathematics and Mechanics,Southeast University Naming,210018);Application of the Improved BP Network to Rotating Machinery Fault Diagnosis[J];JOURNAL OF VIBRATION ENGINEERING;1995-04
7 BI Tian shu 1, NI Yi xin 1, WU Fu li 1, YANG Qi xun 2 (1.Dept. of Electrical & Electronic Engineering,The University of Hong Kong,Hong Kong, China; 2.Dept.of Electrical Engineering,North China Electric Power University,Beijing 100085, China);A NOVEL NEURAL NETWORK APPROACH FOR FAULT SECTION ESTIMATION[J];Proceedings of the Csee;2002-02
8 ZOU Huijun(Shanghai Jiaotong University,Shanghai,China) TIAN Zhibin GUO Weizhong;The Application of Rough Set in Concept Design[J];China Mechanical Engineering;2002-12
9 HAO Lina(Northeastern University, Shenyang,China) XU Xinhe;Applications of Rough Set Theory in Intelligent Fault Diagnosis[J];China Mechanical Engineering;2002-21
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved