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基于概率阈的非冗余多故障系统诊断策略优化 被引量：5

Optimization of diagnostic strategy in non-redundant multi-fault system based on probability threshold
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摘要 针对传统的单故障假设无法诊断复杂系统多故障并发的情况,提出了一种基于概率阈的非冗余系统多故障诊断策略。首先对系统的相关性模型进行扩展,并删除低于概率阈的故障状态,建立非冗余系统的多故障测试诊断模型;其次在信息熵算法的基础上建立Rollout算法,获得了最优测试序列;然后建立故障诊断树并计算测试代价;最后以某机载电子系统为例验证了该方法的有效性。该方法可以在保证测试费用最小的情况下获得非冗余系统的最优测试序列。 This paper propsoed a multiple fault diagnostic strategy for non-redundant system based on probability threshold.Firstly,it expanded system dependency models,removed fault states which were below probability threshold,and established multiple fault diagnostic models of non-redundant system.Then using entropy algorithm as base algorithm,it presented Rollout algorithm to obtain best test sequence.At last,it built the fault diagnosis tree and calculated test cost.It put forward an airborne electronic system to prove its effectiveness.It can obtain the best test sequence by minimums cost test.
作者 朱海鹏 景博 黄以锋 苏俊阳
机构地区 空军工程大学航空航天工程学院 甘肃省科学院
出处 《计算机应用研究》 CSCD 北大核心 2012年第12期4512-4514,共3页 Application Research of Computers
基金 航空科学基金资助项目(20101996012)
关键词 诊断策略 多故障诊断 概率阈 diagnostic strategy multiple fault diagnosis probability threshold
分类号 TP306 [自动化与计算机技术—计算机系统结构]
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参考文献9

二级参考文献62

  • 1龙兵,姜兴渭,宋政吉.基于多信号模型航天器多故障诊断技术研究[J].宇航学报,2004,25(5):591-594. 被引量：26
  • 2Hinzmann M A. Dependency modeling of an avionics power-supply for testability analysis [ C ]//Reliability and Maintainability Symposium. Washington, D.C, 1995:283 -289.
  • 3IEEE Std 1522-2004, IEEE Trial-use standard for testability and diagnosability characteristics and metrics [ S ]. Piscataway: IEEE Standards Press, 2004.
  • 4Ralph D P. Logic modeling as a tool for testability[J]. Proceedings of the IEEE Autotestcon, 1985:203 -207.
  • 5Pen Yun, Reggia J A. Abductive inference models for diagnostic problem-solving[M]. New York: Splinger-Verlag, 1990.
  • 6Simpson W R, Sheppard J W. System test and diagnosis[M]. Boston: Kluwer Academic Publishers, 1994.
  • 7Deb S, Pattipati K R, Raghavan V, et al. Multi-signal flow graphs: a novel approach for system testability analysis and fault diagnosis[J]. IEEE AES Systems Magazine, 1995 : 14 - 25.
  • 8Pattipati K R, Alexandridis M. Application of heuristic search and information theory to sequential fault diagnosis[J]. IEEE Trans. on System, Man and Cybernetics, 1990, 20(4) : 872 - 887.
  • 9Pattipati K R, Deb S, Dontamsetty M, et al. Start: system testability analysis and research tool [J ]. IEEE Aerospace and Electronics Systems Magazine, 1991 : 13 - 20.
  • 10Faure P P, Oliver L. Agenda: Automatic GENeration of diagnosis trees[C]//JDA'01. Toulouse, 2001.

共引文献65

同被引文献79

  • 1Pattipati K R,Alexandridis M G.Approach of Heuristic Search and Information Theory to Sequential Fault Diagnosis[J].IEEE Transon Systems,Man,and Cybernetics,1990,20 (4):872-887.
  • 2Raghavan V,Shakeri M,Pattipati K R,et al.Sequential Testing Algorithms for Multiple Fault Diagnosis[J].IEEE Transactions on Systems,Man,and Cybernetics-part a:Systems and Humans,2000,30 (1):1-14.
  • 3Gao L,Zeng G Z.Dynamic testing algorithm based on rough sets for multiple fault diagnosis[A].Fifth International Conference on Fuzzy Systems and Knowledge Discovery[C].2008,157-163.
  • 4Shakeri M,Pattipati K R,Raghavan V,et al.Multiple Fault Isolation in Redundant Systems[R].NCC2-5123,NASA Final Report,1997.
  • 5Yang P,Qiu J,Liu G J,et al.Multiple Fault Diagnostic Strategy for Redundant System[A].Annual Conference of the Prognostics and Health Management Society[C].2011,1-7.
  • 6Yang S M,Yang P,Qiu J,et al.Multiple Fault Diagnostic Strategy in Systems with Redundancy[A].IEEE Circuits and Systems International Conference on Testing and Diagnosis[C].2009,1-4.
  • 7Tu F,Pattipati K R.Rollout strategy for sequential fault diagnosis[J].IEEE Trans on Systems,Man and Cybernetics,2003,33 (1):86-99.
  • 8Pattipati K R,Alexandridis M G. Approach of heu-ristic search and information theory to sequentialfault diagnosis [J]. IEEE trans on systems, man,and cybernetics, 1990, 20(4) : 872-887.
  • 9Raghavan V,Shakeri M,Pattipati K R, et al. Sequen-tial testing algorithms for multiple fault diagnosis[J]. IEEE transactions on systems,man,and cyber-netics- part a: systems and humans, 2000,30(1) : 1-14.
  • 10Gao Lei, Zeng Guang-zhou. Dynamic testing algo-rithm based on rough sets for multiple fault diagnosis[C]//Fifth international conference on fuzzy systemsand knowledge discovery. [S. 1.] : IEEE press,2008:157-163.

引证文献5

二级引证文献9

计算机应用研究
2012年 第12期

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