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《Journal of Beijing University of Aeronautics and Astronautics》 2011-09
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Reliability analysis method based on adaptive importance sampling

Ma Jiming Zhan Xiaoyan Zeng Shengkui (School of Reliability and Systems Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100191,China)  
Low efficiency and accuracy problem is serious when analyzing the rare event using Monte Carlo methods,a reliability analysis method was proposed based on the adaptive importance sampling(AIS).Finding the failure points is difficult when the failure equation is not explicit.Firstly a conditioned recursion algorithm was used to search the failure point which was as close as possible to failure surface.Then the failure point was selected as the new sample center,and the center point was adjusted iteratively to get a failure sample nearby the design point.The failure sample was used to predict the parameters of importance sampling density function;iteration will be performed during the process until the deviation of failure probability met the requirement.Finally,two typical cases were used to verify the method;simulation results show that the failure point can be searched quickly through simulation method without an explicit failure equation,which means it is applicable to the situation where failure equation is implicit.Comparison results with Monte Carlo methods prove that simulation efficiency is increased obviously,especially for the application condition with very small failure probability.
【CateGory Index】: TB114.3
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Chinese Journal Full-text Database 4 Hits
1 Zhao Guangyan Zhang Jianguo (Dept. of System Engineering of Engineering Technology, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Application of an improved importance sampling method in mechanisms reliability[J];Journal of Beijing University of Aeronautics and Astronautics;2003-08
2 Zhang Yan Huang Min Zhao Yu(Dept.of System Engineering of Engineering Technology,Beijing University of Aeronautics and Astronautics,Beijing 100083,China)Yu Dan(Academy of Mathematics and Systems Science,Chinese Academy of Sciences,Beijing 100080,China);Monte Carlo method for system reliability evaluation using reliability confidence distribution[J];Journal of Beijing University of Aeronautics and Astronautics;2006-09
3 WU Jiancheng,WU Jianguo,WU Yage(Dept.of Naval Architecture and Civil Eng.,East China Shipbuilding Institute,Zhenjiang Jiangsu 212003,China);An Adaptive Important Sampling Method Based on Markov Chain Sample Simulation Algorithm[J];Journal of East China Shipbuilding Institute(Natural Science Edition);2003-03
4 ZHU Min1, DOU Pei-lin1, LI Hong-tao2 (1.School of Naval Architecture and Ocean Engineering,Jiangsu University of Science and Technology, Zhenjiang 212003,China; 2.CCS offshore Engineering Plan Approval Center,Tianjin 300457);Reliability research of overall longitudinal strength of hull based on full periodic search adaptive Monte Carlo importance sampling method[J];Ship Science and Technology;2008-01
Chinese Journal Full-text Database 10 Hits
1 CAI Legang,ZHAO Weimin,ZHAO Hong(Shanghai Real Estate Science Research Institute,Shanghai 200031,China);The application of new sample plan in concrete compressive strength inspection of existing buildings structure[J];Sichuan Building Science;2008-02
2 Zhang Jianguo Su Duo(Dept.of System Engineering of Engineering Technology,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Reliability of space flexible mechanisms[J];Journal of Beijing University of Aeronautics and Astronautics;2006-01
3 You Qi Zhao Yu Ma Xiaobing(Dept.of System Engineering of Engineering Technology,Beijing University of Aeronautics and Astronautics,Beijing 100191,China);Performance reliability assessment for products based on time series analysis[J];Journal of Beijing University of Aeronautics and Astronautics;2009-05
4 DIN Ying-li(Dept.of Autocontrol,Liaoning Institute of Science and Technology,Benxi,Liaoning,117022,China);An Inquiry on the Experiment Reform by Using EMB for the Course Automatic control Principle[J];Journal of Liaoning Institute of Science and Technology;2009-03
5 LIU Shou-xiang(College of Mechanical and Engineering,Yangtze University,Jingzhou,Hubei 434023,China)SUN Shi-ping(College of Electronics and Information,Yangtze University,Jingzhou,Hubei 434023,China)YE Ai-qiong(Agricultural Mechanization Technology Transfer Center of Honghu,Honghu,Hubei 434000,China);Effect and Control Analysis of Feeding Amount on Operation Quality of Combine Harvester[J];Journal of Yangtze University(Natural Science Edition)Agricultural Science Volume;2007-03
6 University of Aapplied Sciences Prof.Dr.-Ing.Rudolf Mecke,Hochschule Harz;Modeling and Simulation of the Sun Track Servo System[J];Power Electronics;2011-01
7 SUN Dan,LIN Yan(School of Automation Science and Electrical Engneering,Beihang University,Beijing 100083,China);The Reform Practice of Automatic Control Experiment Course Based on Physical System[J];Journal of Electrical & Electronic Education;2009-S2
8 Wu Chunnan Li Changsheng(School of Instrument Science & Optoelectronics,Beihang University,Beijing 100191);Analog closed-loop detection method of light intensity sensor signals[J];Electronic Measurement Technology;2010-01
9 YUAN Long-chun LENG Xin-ning ZHAO Qiang (Storage and Transportation Corporation of Sinopec,Xuzhou 221008);Mixed Use of Soot Blower In Direct Tube Furnace[J];Electronic Instrumentation Customer;2007-06
10 ZHU Jun,LI Jian-yi,WANG Zeng-hao(PLA 92493 Troop 89 Unit,Huludao 125000,China);Application of program control instrument in automatic test system[J];Electronic Instrumentation Customer;2009-02
China Proceedings of conference Full-text Database 3 Hits
1 ;Mobile Robot Control System Digital PID Hybrid Control[A];[C];2008
2 Zhen Hai Yang,Guo Zhi Zhang College of Applied Sciences,Beijing University of Technology,Beijing,100022;The Simulate Estimation of Reliability for a Composite Systems[A];[C];2008
3 Xue Changxi Cheng Xiaowei Che Ying (School of Optical and Electrical Engineering,Changchun University of Science and Technology,Changchun 130022,China);Research and development of measurement apparatus for twist moment and turn angle of torsion-spring[A];[C];2007
【Secondary Citations】
Chinese Journal Full-text Database 6 Hits
1 Zhang Jianguo (Beijing University of Aeronautics and Astronautics,Dept. of System Engineering of Engineering Technology);First Order Second Moment Reliability Method and Its Software[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1999-05
2 Cui Weicheng; Xu Xiangdong; Qiu Qiang(China Ship Scientific Research Center);A Fast Method to Calculate the Mean and the Standard Deviation of the Function of Random Variables[J];JOURNAL OF SHIP MECHANICS;1998-06
3 CUI Wei-cheng(School of Naval Architecture and Ocean Engineering,Shanghai Jiao Tong University,Shanghai 200030,China);On Consistent Definition of the Extreme Wave Bending Moment Statistics in Ship Structures[J];Journal of Ship Mechanics;2001-03
4 QIU Qiang(China Ship Scientific Research Center,Wuxi 214082,China);Rationality-Based Prediction Method of Ship Wave and Slamming Loads[J];Journal of Ship Mechanics;2002-01
5 Guo Changjie (Dept. of Naval Architecture, DUT);Statistical Analysis of Still Water Bending Moment for Ship Hull Girder[J];Journal of Dalian University of Technology;1990-01
6 Cao Chengjun,Bie Zhaohong,Wang Xifan (School of Electrical Engineering, Xi′an Jiaotong University, Xi′an 710049, China);Studies on Complete Sampling for Monte Carlo Simulation[J];Journal of Xi'an Jiaotong University;2002-04
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