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《Journal of Mechanical Strength》 2004-01
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TIAN Chen YAN HongSheng HU YunChang (School of Civil Engineering, Tianjin University, Tianjin 300072, China)  
On condition that the limit state function is highly complex due to many random variables or nonlinearity, the conventional methods for calculation of failure probability are inappropriate. In response to the complexity of calculation for failure probability regarding fatigue crack growth life, a method for reliability analysis based on neural network response surface was presented. First of all, a neural network response surface was established to simulate the limit state function of fatigue crack growth life, then the gene arithmetic(GA)was used to calculate the reliability index. Numeric experiments indicate that limit state function for fatigue crack growth life can be quickly, exactly simulated by using this method, then the failure probability and the reliability index will be easily worked out. Compared with other simulation technique, neural network response surface method can greatly reduce the simulation time at the same precision level.
【Fund】: 天津市自然科学基金资助项目 (0 2 360 781 1 )~~
【CateGory Index】: O346
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Chinese Journal Full-text Database 4 Hits
1 JIANG Tao, CHEN Jian-jun, HU Tai-bin, JIANG Pei-gang(School of Mechanical and Electronic Engineering, Xidian University, Xi′an 710071, China);Transformation fuzzy variable into equivalent normal random variables in context of fuzzy reliability[J];Journal of Safety and Environment;2005-03
2 ZHANG Zong-ke,TANG Wen-yong,ZHANG Sheng-kun (State Key Laboratory of Ocean Engineering,Shanghai Jiao Tong University,Shanghai 200030,China);Development of special program to calculate structural reliability based on RSM in ANSYS[J];Journal of Ship Mechanics;2007-01
3 JIANG Tao CHEN Jian-jun ZHANG Jian-guo LIU De-ping (School of Mechanical and Electronic Engineering,Xidian University,,Xi’an,710071,China);Response Surface Method Based on Interval Models and Interval Analysis[J];Machine Design and Research;2005-06
4 ZHANG Lixin SUI Yunkang (Numerical Simulation Center for Engineering, Beijing University of Technology, Beijing 100022, China) GAO Xueshi (Mechanical and Electronic Engineering College, University of Petroleum, Dongying 257062, China) FU Zhiyuan (Hengda Company, Sichuan Petroleum Administration, Zigong 643000, China);STRUCTURAL OPTIMIZATION BASED ON RESPONSE SURFACE METHODOLOGY[J];Mechanics and Engineering;2005-03
Chinese Journal Full-text Database 2 Hits
1 Zhang Liangxin Hu Yunchang (School of Constructional Engineering, Tianjin University, Tianjin, 300072);RELIABILITY ASSESSMENT OF STRUCTURAL SYSTEMS BASED ON DIRECTIONAL VECTOR SIMULATION TECHNIQUE[J];Acta Mechanica Solida Sinica;2001-03
2 YAN Hong sheng, HU Yun chang, NIU Yong(Institute of Construction Engineering,Tianjin University, Tianjin 300072, China);Approximate structure reliability analysis based on NN-RSM[J];The Ocean Engineering;2002-02
Chinese Journal Full-text Database 10 Hits
1 Yi Dangxiang 1 ,Lü Guozhi 1 ,ZhouYu 2 (1.Northwest Polytechnical University Department of Aircraft Engineering,Xi’an 710072,China)(2.South China Uuiversity of Technology,Guangzhou 510641,China);New Approaches to Structure Elements Fatigue and Fracture Reliability Analysis[J];Aircraft Design;2004-04
2 XU Yuan-ming,CHEN Li-hua,PENG Xing-lin(School of Aeronautic Science and Engineering Technology,Beijing University ofAeronautics and Astronautics,Beijing 100191,China);Evolutionary Neural Network Response Surfaces for Structural Reliability Analysis[J];Aircraft Design;2008-05
3 CHEN Shun-xiang,HAO Zhi-ming,YANG Jian-hongThe Second Artillery Engineering College, Xi'an 710025, China.;Application of a reliability optimization design method for composite cases[J];Journal of Solid Rocket Technology;2005-01
4 Shufang Song Zhenzhou Lu Chunqing Zheng(School of Aeronautics,Northwestern Polytechnical University,Xi'an,710072);DIRECTIONAL SIMULATION FOR SENSITIVITY ANALYSIS OF STRUCTURAL RELIABILITY[J];Chinese Journal of Solid Mechanics;2008-03
5 ZHANG Yang-yong,CAI Min(School of Civil Engineering,Hefei University of Technology,Hefei 230009,China);A kind of reliability computational method based on reconstruction of the response surface[J];Journal of Hefei University of Technology(Natural Science);2006-04
6 LU Zhen-zhou YANG Zi-zheng ZHAO Jie (Sehool of Aeronautics,Northwestern Polyteehnical University,Xi'an 710072,China);An Artificial Neural Network Method for Reliability Analysis Based on Weighted Linear Response Surface[J];Acta Aeronautica Et Astronautica Sinica;2006-06
7 TAN Zhen-dong,YU Jian-xing(School of Civil Engineering,Tianjin University,Tianjin 300072,China);Application of Quantitative Risk Assessment to Jacket Installation[J];Ocean Technology;2006-03
8 TAN Zhen-dong1,ZHANG Yu2,FENG Ri-ru3,WANG Guang-dong1 (1. Institute of Military Transportation, Academy of Military Transportation, Tianjin 300161, China; 2. General Courses Department, Academy of Military Transportation, Tianjin 300161, China; 3. Postgraduate Training Brigade, Academy of Military Transportation, Tianjin 300161, China);Research on the Model of Risk Probability Evaluation Based on Comprehensive Appraisal of Distance and Neural Network[J];Journal of Academy of Military Transportation;2008-03
9 ZHAO Jie LU ZhenZhou(School of Aeronautics,Northwestern Polytechnical University,Xi′an 710072,China);RESPONSE SURFACE METHOD FOR RELIABILITY ANALYSIS OF IMPLICIT LIMIT STATE EQUATION BASED ON WEIGHTED REGRESSION[J];Journal of Mechanical Strength;2006-04
10 LU ZhenZhou YANG ZiZheng (School of Aeronautics,Northwestern Polytechnical University,Xi′an 710072,China);NEW RELIABILITY ANALYSIS METHOD BASED ON ARTIFICIAL NEURAL NETWORK[J];Journal of Mechanical Strength;2006-05
Chinese Journal Full-text Database 10 Hits
1 JIANG Tao, CHEN Jian-jun, HU Tai-bin, JIANG Pei-gang(School of Mechanical and Electronic Engineering, Xidian University, Xi′an 710071, China);Transformation fuzzy variable into equivalent normal random variables in context of fuzzy reliability[J];Journal of Safety and Environment;2005-03
2 YANG Cheng yong,ZHANG Mi,BAI Xiao liang (College of Civil Engineering and Architecture, Northern Jiaotong University, Beijing 100044,China);Multiple Response Surface Method in Analysis of Structural Reliability[J];Journal of Northern Jiaotong University;2001-01
3 YU Guo-cheng, LIU Zhi-ming, WANG Wen-jing (School of Mechanical and Electronic Control Engineering,Beijing Jiaotong University, Beijing 100044,China);Research on the Life of Cross Sustaining Device for the Speeding-Up Freight Car Bogies[J];Journal of Northern Jiaotong University;2004-01
4 Wei Hechun Yuan Zuyi Lu Pengmin (College of Mechanical and Electrical Engineering, Northern Jiaotong University,Beijing 100044);A Study on Frequency Spectrum Characteristics of Dynamic Stress for Speed Up Passenger Train Bogie Frame[J];Journal of Northern Jiaotong University;1998-06
5 Zheng Xiaoyang\ Xie Jilong\ Miao Longxiu\ Lu Pengmin (College of Mechanical and Electrical Engineering, Northern Jiaotong University, Beijing 100044);Study on the Miner Linear Cumulative Damage Reliability Model for 16 Mn Steel with Welded Joint[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1999-01
6 Yang Shao-kui; Chen Qian-sheng (China North Vehicle Research Institute Beijing 100072);An Approximate Method of Reliability Calculation for Tank Parts[J];;1997-01
7 Yang Shaokui Zhang Futian(China North Vehicle Research Institute, Beijing, 100072)Meng Huirong(China University of Mining and Technology);RELIABILITY ASSESSMENT FOR THE COMPOUND PLANETARY CARRIER OF TRACKED VEHICLE BY INTELLIGENT SIMULATION METHOD[J];ACTA ARMAMENTARII;1999-03
8 Jiang Xuan Zhang Jun Zheng Muqiao Sun Fengchun (School of Vehicular Engineering, Beijing Institute of Technology, Beijing, 100081);PREDICTING ROAD WHEEL'S FATIGUE LIFE WITH THE AID OF FRACTURE MECHANICS[J];Acta Armamentarii;2000-S1
9 Han Baokun Li Xiaolei Sun Fengchun (School of Vehicle Transportation Engineering, Beijing Institute of Technology, Beijing, 100081);PRESENT STATE AND FUTURE OUTLOOK OF THE SIMULATION OF TRACKED VEHICLES[J];Acta Armamentarii;2003-02
【Secondary References】
Chinese Journal Full-text Database 8 Hits
1 TANG Yun-gang1,2,LIU Shao-jun1,LI Xiao-fei1(1.College of Electromechanical Engineering,Central South University,Changsha 410073,China;2.Team 75,No.75204 Army of PLA,Huizhou 516227,China);Simulation of Articulated Tank’s Trench Crossing Performance Capacity Based on ADAMS/ATV[J];Ordnance Industry Automation;2009-03
2 LU Yao-hui,ZENG Jing,WU Ping-bo(Traction Power State Key Laboratory,Southwest Jiaotong University,Chengdu 610031,China);Study on Reliability Fatigue Life of Zhuan 8A Type Side Frame of Railway Freight Car Bogie[J];Journal of Dalian Jiaotong University;2008-05
3 CHEN Bing-zhi1,SAN Jun-min2,SUN Yan-bing2,ZHAO Wen-zhong2(1.School of Mechanical,Electronic and Control Engineering,Beijing Jiaotong University,Beijing 100044,China;2.School of Traffic and Transportation Engineering,Dalian Jiaotong University,Dalian 116028,China);Anti-Crashing Energy-Absorbing Simulation of Thin-Walled Components[J];Journal of Dalian Jiaotong University;2008-05
4 YANG Tao,WANG Hong-yan(Department of Mechanical and Engineering,Academy of Armored Force Engineering,Beijing 100072,China);Research on Fatigue Crack Growth Life Prediction Technique for the Armored Hull[J];Acta Armamentarii;2010-02
5 LI Shanpo, Sui Yunkang, YU Huiping (Numerical Simulation Center, Eng. for Beijing Univ. of Tech., Beijing 100022, China);Structural Shape Optimization of Two-dimension Continuum and Second Development on MSC Nastran[J];Computer Aided Engineering;2006-S1
6 LI Xiang LI Weiji ( School of Mechatronics, Beijing Institute of Technology, Beijing 100081; School of Aeronautics, Northwestern Pofytechnical University, Xi'an 710072);PROBLEMS IN COMPLEX ENGINEERING SYSTEM OPTIMIZATION DESIGN AND ALTERNATIVE SOLUTION[J];Chinese Journal of Mechanical Engineering;2006-06
7 ZHANG Yong LI Guangyao ZHONG Zhihua (State Key Laboratory of Advanced Design and Manufacture for Vehicle Body,Hunan University,Changsha 410082);Design Optimization on Lightweight of Full Vehicle Based on Moving Least Square Response Surface Method[J];Chinese Journal of Mechanical Engineering;2008-11
8 LI Shanpo SUI Yunkang (The Centre of Numerical Simulation for Engineering, Beijing University of Technology, Beijing 100022, China);THE APPLICATION OF RSM IN SHAPE OPTIMIZATION OF TWO-DIMENSIONAL CONTINUUM[J];Mechanics in Engineering;2006-02
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 Liang Hualou;Dai Guiliang(Institute of High Energy Physics,Academia Sinica,Beijing 100039);Combination of Genetic Algorithms and Artificial Neural Networks:Review and Prospect[J];ACTA ELECTRONICA SINICA;1995-10
2 Li Qiang, Feng Yuansheng (Department of Aircraft, Northwestern Polytechnical University, Xi'an,710072);AN IMPROVED STRATIFIED SAMPLING MONTE-CARLO METHOD TO ANALYZE THE RELIABILITY OF STRUCTURAL SYSTEMS[J];Acta Aeronautica Et Astronautica Sinica;1995-05
3 Jin Weiliang(Zhejiang University);A New Approach to Numerical Simulation of Structural Reliability Analysis[J];JOURNAL OF BUILDING STRUCTURES;1996-03
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