留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

改进FMEA与故障传播模型混合故障诊断方法

张红旗 邵晓东 苏春 柳纯

张红旗, 邵晓东, 苏春, 柳纯. 改进FMEA与故障传播模型混合故障诊断方法[J]. 机械科学与技术, 2017, 36(1): 23-28. doi: 10.13433/j.cnki.1003-8728.2017.0103
引用本文: 张红旗, 邵晓东, 苏春, 柳纯. 改进FMEA与故障传播模型混合故障诊断方法[J]. 机械科学与技术, 2017, 36(1): 23-28. doi: 10.13433/j.cnki.1003-8728.2017.0103
Zhang Hongqi, Shao Xiaodong, Su Chun, Liu Chun. Integrated Fault Diagnosis Method based on Improved FMEA and Failure Propagation Model[J]. Mechanical Science and Technology for Aerospace Engineering, 2017, 36(1): 23-28. doi: 10.13433/j.cnki.1003-8728.2017.0103
Citation: Zhang Hongqi, Shao Xiaodong, Su Chun, Liu Chun. Integrated Fault Diagnosis Method based on Improved FMEA and Failure Propagation Model[J]. Mechanical Science and Technology for Aerospace Engineering, 2017, 36(1): 23-28. doi: 10.13433/j.cnki.1003-8728.2017.0103

改进FMEA与故障传播模型混合故障诊断方法

doi: 10.13433/j.cnki.1003-8728.2017.0103
基金项目: 

陕西省自然科学基础研究计划重点项目(2014JZ016)资助

详细信息
    作者简介:

    张红旗(1975-),研究员,硕士,研究方向为数字化设计与制造、可靠性工程,proefan@163.com

Integrated Fault Diagnosis Method based on Improved FMEA and Failure Propagation Model

  • 摘要: 针对机电产品多种故障原因和故障模式并存问题,在常规故障模式及其影响分析(FMEA)基础上,提出了一种改进FMEA与故障传播模型混合故障诊断方法。分析系统常见故障模式及其故障原因,确定每种故障原因对当前故障模式的贡献率;根据故障传播模型进行故障模式推理,计算每种故障模式的发生概率;采用[0,1]区间的概率值来度量故障的严重度和检测度,得到风险扩展数(REN);通过比较每种故障模式的发生概率和REN值,确定系统关键部件及其主要故障模式,为系统维修策略的制定提供理论依据。计算分析结果表明,该方法能有效识别系统的主要故障模式和关键零部件,并与工程实际相吻合。
  • [1] Dong Y H, Yu D T. Estimation of failure probability of oil and gas transmission pipelines by fuzzy fault tree analysis[J]. Journal of Loss Prevention in the Process Industries, 2005,18(2):83-88
    [2] Ericson II C A. Hazard analysis techniques for system safety[M]. Hoboken, NJ:John Wiley & Sons, Inc., 2005
    [3] Hong E S, Lee I M, Shin H S, et al. Quantitative risk evaluation based on event tree analysis technique:application to the design of shield TBM[J]. Tunneling and Underground Space Technology, 2009,24(3):269-277
    [4] Stamatis D H. Failure mode and effect analysis:FMEA from theory to execution[M]. Milwaukee, Wisconsin:ASQ Press, 2003
    [5] Azadeh A, Ebrahimipour V, Bavar P. A fuzzy inference system for pump failure diagnosis to improve maintenance process:the case of a petrochemical industry[J]. Expert Systems with Applications, 2010,37(1):627-639
    [6] 张鹏,郭永基.基于故障模式影响分析法的大规模配电系统可靠性评估[J].清华大学学报(自然科学版),2002,42(3):353-357 Zhang P, Guo Y J. Large scale distribution system reliability evaluation based on failure mode and effect analysis[J]. Journal of Tsinghua University (Science & Technology), 2002,42(3):353-357(in Chinese)
    [7] Chang K H, Wen T C. A novel efficient approach for DFMEA combining 2-tuple and the OWA operator[J]. Expert Systems with Applications, 2010,37(3):2362-2370
    [8] Estorilio C, Posso R K. The reduction of irregularities in the use of "process FMEA"[J]. International Journal of Quality & Reliability Management, 2010,27(6):721-733
    [9] Grunske L, Lindasy P, Yatapanage N, et al. An automated failure mode and effect analysis based on high-level design specification with behavior trees[M]//Romijn J, Smith G, van de Pol J. Integrated Formal Methods. Berlin Heidelberg:Springer, 2005:129-149
    [10] Ma D Z, Ding W F, Jiang Y Q, et al. Constructing reliability analysis model of complex systems based on FMEA-FTA-BN[J]. Advanced Materials Research, 2014,945-949:1042-1045
    [11] GJB/Z 1391-2006故障模式、影响及危害性分析指南[S].2006 GJB/Z 1391-2006 Guide to failure mode, effects and criticality analysis[S]. 2006(in Chinese)
    [12] Wang Y H, Deng C, Wu J, et al. A corrective maintenance scheme for engineering equipment[J]. Engineering Failure Analysis, 2014,36:269-283
    [13] 李果,高建民,高智勇,等.基于小世界网络的复杂系统故障传播模型[J].西安交通大学学报,2007,41(3):334-338 Li G, Gao J M, Gao Z Y, et al. Failure propagation model of complex system based on small world net[J]. Journal of Xi'an Jiaotong University, 2007,41(3):334-338(in Chinese)
    [14] 韩光臣,孙树栋,司书宾,等.复杂系统故障传播与故障分析模型研究[J].计算机集成制造系统,2005,11(6):794-798,835 Han G C, Sun S D, Si S B, et al. Research on model of fault diagnosis and propagation in complex system[J]. Computer Integrated Manufacturing Systems, 2005,11(6):794-798,835(in Chinese)
    [15] Chang S J, DiCesare F, Goldbogen G. Failure propagation trees for diagnosis in manufacturing systems[J]. IEEE Transactions on Systems, Man, and Cybernetics, 1991,21(4):767-776
  • 加载中
计量
  • 文章访问数:  254
  • HTML全文浏览量:  28
  • PDF下载量:  16
  • 被引次数: 0
出版历程
  • 收稿日期:  2015-05-06
  • 刊出日期:  2017-01-16

目录

    /

    返回文章
    返回