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《Aerospace Control》 2006-06
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Fault Diagnosis for GNC Subsystem of Spacecraft Based on the Fuzzy Neural Network Techniques

Cai Biao Wang NanhuaBeijing Institute of Control Engineering,Beijing 100080,China  
In this paper,a fault diagnosis method on the basis of the fuzzy neural networks techniques for the GNC(Guide,Navigation and Control)subsystem of spacecraft is presented.A four layer network is set up,and a diagnosis system for the GNC subsystem of spacecraft is achieved.In the process of building the diagnosis system,the membership function named function and the new BP algorithm are introduced.Experiments demonstrate the effectiveness of the method proposed.
【Fund】: 国家自然科学基金资助项目(90305024)
【CateGory Index】: V467
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【References】
Chinese Journal Full-text Database 1 Hits
1 Cheng Xiangjie Gao Qinxiang (School of Electrical Engineering, Beijing Jiaotong Univ, Beijing 100044);Application of Fuzzy Neural Network to Transformer Fault Diagnosis by Dissolved Gas-in-oil[J];Electrical Engineering;2007-11
【Citations】
Chinese Journal Full-text Database 1 Hits
1 Fan Zuomin (Department of Aeronautical Machinary & Electrical Engineering CAIC, Tianjing 300300);A Probing Study of the Engine Fault Diagnosis by BP Neural Network[J];;1996-03
【Co-citations】
Chinese Journal Full-text Database 9 Hits
1 Han Qingtian1,Yang Xinggen1, Zhang Zhenjia2(1. Department of Mechanical Engineering of NAEI, Yantai, 264001; 2.Beijing Power Generating Machinery Institute, Beijing, 100074);A Review of Neural Network Applied to Engine Status Monitoring and Fault Diagnosis[J];Missiles and Space Vehicles;2004-05
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5 YANG Hui, LIU Yujie, WU Jun (College of Computer Science & Technology, Civil Aviation University of China, Tianjin 300300);Failure-diagnosis of Aero Engines Based on FBP Neural Network[J];Computer Engineering;2005-17
6 WU Yuewei,YANG Hui(College of Computer Science & Technology,CAUC,Tianjin 300300);Study of RBF Network to Airplane Engine Fault Diagnosis[J];Computer Engineering;2005-S1
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8 ZHANG Yu-zhi,LI Qiao,SHAN De-shan(School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031,China);APPLICATION OF SOFM NETWORK FOR STRUCTURE DAMAGE LOCATION IDENTIFICATION[J];Journal of Vibration and Shock;2007-02
9 SONG Jin-guang (Mechanical&Electrical Engineering College,CAUC,Tianjin300300,China);Application of Artificial Neural Network in Aeroengine[J];Journal of Civil Aviation University of China;2002-03
【Co-references】
Chinese Journal Full-text Database 2 Hits
1 Wang Jiayin Li Hongxing (Department of Mathematics, Beijing Normal University, 100875, Beijing, China);MODIFICATION OF "ALGORITHM BASED ON FUZZY δ RULES FOR SOLVING FUZZY RELATION EQUATIONS[J];Journal of Beijing Normal University(Natural Science);2002-03
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