Hydraulic System Reliability Modelling and Analysis Based on Convex Model Bayesian Network

被引:0
作者
Chen, Dongning [1 ]
Zhang, Yuliang [1 ]
Yao, Chengyu [2 ]
Lv, Shijun [2 ]
机构
[1] Yanshan Univ, Key Lab Heavy Machinery Fluid Power Transmiss & C, Qinhuangdao, Peoples R China
[2] Yanshan Univ, Key Lab Ind Comp Control Engn Hebei Prov, Qinhuangdao, Peoples R China
来源
PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON FLUID POWER AND MECHATRONICS - FPM 2015 | 2015年
关键词
reliability analysis; hydraulic system; Bayesian network; convex model; INTERVAL;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Compared with the probabilistic method, the non-probabilistic convex model only requires a small number of samples and experiences to obtain the variation bounds of the ambiguous and imprecise parameters, and whereby makes the reliability analysis very convenient. In this paper, hydraulic lifting system reliability model is established and the reliability of the system is analyzed by convex model Bayesian network, then the reliability indices are described in the form of interval parameters. Using ellipsoid model to constrain interval model, the more accurate reliability indices are obtained. Finally the convex model Bayesian network is compared with traditional Bayesian network. All the reliability indices obtained by convex model Bayesian network provide the basis for condition-based maintenance, fault diagnosis and reliability design.
引用
收藏
页码:1297 / 1301
页数:5
相关论文
共 10 条
[1]   A response-surface-based structural reliability analysis method by using non-probability convex model [J].
Bai, Y. C. ;
Han, X. ;
Jiang, C. ;
Bi, R. G. .
APPLIED MATHEMATICAL MODELLING, 2014, 38 (15-16) :3834-3847
[2]   Efficient Bayesian network modeling of systems [J].
Bensi, Michelle ;
Kiureghian, Armen Der ;
Straub, Daniel .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2013, 112 :200-213
[3]   Reliability analysis of multi-state system based on fuzzy Bayesian networks and application in hydraulic system [J].
Chen, Dongning ;
Yao, Chengyu .
Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2012, 48 (16) :175-183
[4]  
Guo S. X., APPL MATH M IN PRESS
[5]   Probability-interval hybrid reliability analysis for cracked structures existing epistemic uncertainty [J].
Jiang, C. ;
Long, X. Y. ;
Han, X. ;
Tao, Y. R. ;
Liu, J. .
ENGINEERING FRACTURE MECHANICS, 2013, 112 :148-164
[6]   Approach to integrate fuzzy fault tree with Bayesian network [J].
Wang Yanfu ;
Xie Min .
2012 INTERNATIONAL SYMPOSIUM ON SAFETY SCIENCE AND TECHNOLOGY, 2012, 45 :131-138
[7]   Interval and subinterval perturbation methods for a structural-acoustic system with interval parameters [J].
Xia, Baizhan ;
Yu, Dejie ;
Liu, Jian .
JOURNAL OF FLUIDS AND STRUCTURES, 2013, 38 :146-163
[8]  
Xiong Yan-Ming, 2011, Systems Engineering and Electronics, V33, P2788, DOI 10.3969/j.issn.1001-506X.2011.12.39
[9]   Safety brake performance evaluation and optimization of hydraulic lifting systems in case of overspeed dropping [J].
Xu, Bing ;
Cheng, Min ;
Yang, Huayong ;
Zhang, Junhui ;
Yang, Meisheng .
MECHATRONICS, 2013, 23 (08) :1180-1190
[10]  
Yang X. F., APPL MATH M IN PRESS