吉林大学学报(工学版) ›› 2015, Vol. 45 ›› Issue (2): 442-447.doi: 10.13229/j.cnki.jdxbgxb201502016

• 论文 • 上一篇    下一篇

基于故障链的复杂系统故障相关系数建模

王晓燕1，2，申桂香1，张英芝1，孙曙光1，戚晓艳1，3，荣峰1   

  1. 1.吉林大学 机械科学与工程学院，长春 130022；
    2.沈阳航空航天大学 机电工程学院，沈阳 110136；
    3.空军航空大学 飞行器与动力系，长春 130022
  • 收稿日期:2014-06-03 出版日期:2015-04-01 发布日期:2015-04-01
  • 通讯作者: 张英芝(1970)，女，副教授.研究方向:数控机床可靠性.E-mail:zhangyz@jlu.edu.cn
  • 作者简介:王晓燕(1975)，女，博士研究生.研究方向:数控机床可靠性.E-mail:wlfn2005@163.com
  • 基金资助:
    国家自然科学基金项目(51175222)；吉林省科技发展计划项目(20125008).

Dependent coefficient model for complex system based on failure chains

WANG Xiao-yan1,2,SHEN Gui-xiang1,ZHANG Ying-zhi1,
SUN Shu-guang1,QI Xiao-yan1,3,RONG Feng1   

  1. 1.College of Mechanical Science and Engineering, Jilin University, Changchun 130022,China;
    2.Department of Electronic Engineering, Shenyang Aerospace University, Shenyang 110136, China;
    3.Department of Aircrafe and Driving Force,Aviation University of Air Force, Changchun 130022,China
  • Received:2014-06-03 Online:2015-04-01 Published:2015-04-01

RICH HTML

0   

PDF (PC)

492

摘要： 基于大量故障数据分析，对故障链类型进行分类。利用子系统相关故障率、相关系数和独立故障率之间的关系，建立了复杂系统故障相关系数模型，并以实例验证。本文解决了多系统复杂相关关系的相关系数计算问题，完善了相关系数理论体系，对精确可靠性设计、优化维修计划具有重要意义。

关键词: 机床, 相互作用故障, 相关系数, 复杂系统, 可靠性, 故障链

Abstract: The degree of interaction between dependent systems determines the error between the theory reliability and field reliability. So the dependent coefficient between the dependent systems is an important reference for design reliability and distribution reliability. However, the existing method can only estimate the dependent coefficient of a simple chain which includes two systems. In this work, the interaction in failure chains is classified after investigating large amount of failure data. Based on the types of failure chains, a model of dependent coefficient for complex system is developed using the function relationships among the dependent failure rate, independent failure rate and dependent coefficient of subsystems. A case study is carried out to verify the developed model. Results show that the model can estimate the dependent coefficient of a complex system, and improve the theory. It is very important to more precisely design the reliability growth and to optimize the repair and maintenance schedules.

Key words: machine tool, interactive failure, dependent coefficient, complex system, reliability, failure chain

中图分类号: 

  • TG659
[1] Mosleh A. Common cause failures: an analysis methodology and examples[J].Reliability Engineering & System Safety, 1991, 34(3): 249-292.
[2] Narmada S, Jacob M. Reliability analysis of a complex system with a deterioration standby unit under common-cause failure and critical human error[J].Microelectronics Reliability 1996, 36(9): 1287-1290.
[3] Sun Y, Ma L, Mathew J, et al. An analytical model for interactive failures[J]. Reliability Engineering ＆System Safety,2006,91(5): 495-504.
[4] Sun Yong, Ma Lin. Estimate of interactive coefficients[C]∥Proceedings of the ICRMS -Reliability, Maintainability and Safety, Chengdu,2009: 310-314.
[5] 王晓燕,申桂香,张英芝,等.基于DEMATEL方法的数控装备故障相关性分析[J]. 吉林大学学报:工学版,2012,42(增刊1):100-103.
Wang Xiao-yan, Shen Gui-xiang, Zhang Ying-zhi, et al. Analysis about failure correlation of CNC equipment base on DEMATEL[J]. Journal of Jilin University (Engineering and Technology Edition), 2012,42(Sup.1):100-103.
[6] 周伟,王东锋,刘亚杰.考虑相关失效的备件优化配置模型[J].系统工程与电子技术,2011,33(10):2339-2342.
Zhou Wei, Wang Dong-feng, Liu Ya-jie. Allocation optimization model for spare parts concerned with dependent failure[J]. Systems Engineering and Electronics, 2011, 33(10):2339-2342.
[7] 杜雷,高建民,陈琨. 基于故障相关性分析的可靠性配置[J].计算机集成制造系统,2011,17(9):1973-1980.
Du Lei,Gao Jian-min, Chen Kun. Reliability deployment based on fault correlation analysis[J]. Computer Integrated Manufacturing System,2011, 17(9):1973-1980.
[8] 唐家银, 赵永翔, 何平, 等. 机械系统相关性可靠度计算的Copula新理论[J].机械科学与技术, 2009, 28(4): 532-541.
Tang Jia-yin, Zhao Yong-xiang, He Ping, et al. Copulas new theory for reliability calculation involving correlation in mechanical systems[J]. Mechanical Science and Technology for Aerospace Engineering, 2009, 28(4): 532-541.
[9] 谷东伟. 基于故障相关的刀架系统维修策略研究[D].长春:吉林大学机械科学与工程学院,2013.
Gu Dong-wei. Research on maintenance strategy for turret system based on failure interaction[D]. Changchun:College of Mechanical Science and Engineering, Jilin University,2013.
[10] 张英芝,郑锐,申桂香,等.基于Copula理论的数控装备故障相关性[J].吉林大学学报:工学版,2011,41(6):1636-1639.
Zhang Ying-zhi, Zheng Rui, Shen Gui-xiang,et al. Failure dependency of CNC equipment based on copula theory[J].Journal of Jilin University (Engineering and Technology Edition), 2011,41(6):1636-1639.
[11] Ditlevsen O. Narrow reliability bounds for structural system[J].Struct Meth, 1979, 7(4): 453-472.
[1] 郑玉彬, 杨斌, 王晓峰, 申桂香, 赵宪卓, 秦猛猛. 基于威布尔分布的电主轴加速寿命试验时间设计[J]. 吉林大学学报(工学版), 2018, 48(3): 767-772.
[2] 于繁华, 刘仁云, 张义民, 张晓丽, 孙秋成. 机械零部件动态可靠性稳健优化设计的群智能算法[J]. 吉林大学学报(工学版), 2017, 47(6): 1903-1908.
[3] 申桂香, 曾文彬, 张英芝, 吴茂坤, 郑玉彬. 最小故障率下数控组合机床平均维修时间确定[J]. 吉林大学学报(工学版), 2017, 47(5): 1519-1526.
[4] 吴娇蓉, 王宇沁, 魏明, 林彬. 路侧公交专用道设置长度对公交线路运行可靠性的影响[J]. 吉林大学学报(工学版), 2017, 47(1): 82-91.
[5] 曲兴田, 赵永兵, 刘海忠, 王昕, 杨旭, 陈行德. 串并混联机床几何误差建模与实验[J]. 吉林大学学报(工学版), 2017, 47(1): 137-144.
[6] 张英芝, 刘津彤, 申桂香, 戚晓艳, 龙哲. 基于故障相关性分析的数控机床系统可靠性建模[J]. 吉林大学学报(工学版), 2017, 47(1): 169-173.
[7] 孟广伟, 冯昕宇, 周立明, 李锋. 基于降维算法的结构可靠性分析[J]. 吉林大学学报(工学版), 2017, 47(1): 174-179.
[8] 孟书, 申桂香, 张英芝, 龙哲, 曾文彬. 基于时间相关的数控机床系统组件更换时间[J]. 吉林大学学报(工学版), 2016, 46(6): 1946-1952.
[9] 李洪洲, 杨兆军, 许彬彬, 王彦鹍, 贾玉辉, 侯超. 数控机床可靠性评估试验周期设计[J]. 吉林大学学报(工学版), 2016, 46(5): 1520-1527.
[10] 赵丁选, 王倩, 张祝新. 基于层次分析法的可拓学理论对舰载直升机可靠性的评估[J]. 吉林大学学报(工学版), 2016, 46(5): 1528-1531.
[11] 于繁华, 刘仁云, 张义民, 孙秋成, 张晓丽. 机械结构动态可靠性设计的智能计算方法[J]. 吉林大学学报(工学版), 2016, 46(4): 1269-1275.
[12] 潘义勇, 马健霄, 孙璐. 基于可靠度的动态随机交通网络耗时最优路径[J]. 吉林大学学报(工学版), 2016, 46(2): 412-417.
[13] 王健健, 冯平法, 张建富, 吴志军, 张国斌, 闫培龙. 卡盘定心精度建模及其保持特性与修复方法[J]. 吉林大学学报(工学版), 2016, 46(2): 487-493.
[14] 刘玉梅, 赵聪聪, 熊明烨, 郭文翠, 张志远. 基于物元模型的高速轨道车辆传动系可靠性评价[J]. 吉林大学学报(工学版), 2015, 45(4): 1063-1068.
[15] 徐光明, 王英姿, 史峰, 秦进. 基于出行时间可靠性的支路网络均衡分析[J]. 吉林大学学报(工学版), 2015, 45(3): 755-760.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
版权所有 © 《吉林大学学报(工学版)》编辑部
地址：长春市人民大街5988号　电话：+86-431-85095297　传真：+86-431-85094074　E-mail: xbgxb@jlu.edu.cn
本系统由北京玛格泰克科技发展有限公司设计开发