期刊文献+

基于Rollout算法的冗余多故障诊断策略 被引量:1

Multiple Fault Diagnosis Strategy for Redundant System Based on Rollout Algorithm
下载PDF
导出
摘要 针对冗余系统的多故障诊断问题,分析了冗余多故障系统的相关性矩阵模型,通过对模型进行转换后,用Rollout算法对基于信息熵的诊断策略进行优化,提出了一种新的多故障诊断策略;该策略不需要计算最小碰集,而且具有先测试,最后修复的特点,在具体应用中更便于操作;实例计算结果表明,和现有算法相比,本策略得到的期望测试费用更低。 The problem of multiple fault diagnosis strategy for redundant system is considered.The fault-test relation matrix model is analyzed first.Based on the exchange of the relation matrix model,Rollout algorithm is used to improve the information entropy based diagnosis strategy.Then,a new diagnosis strategy for multiple fault redundant system is proposed.This method doesn't need Computing minimal compact set,and has the characteristic that test first and repair last.It's more useful for practical projects.The example demonstrates that the strategy can get lower expect cost than the existing method.
出处 《计算机测量与控制》 北大核心 2014年第11期3480-3482,3486,共4页 Computer Measurement &Control
关键词 多故障诊断 冗余系统 可测性设计 ROLLOUT算法 诊断策略 multiple fault diagnosis redundant system design for testability Rollout algorithm diagnostic strategy
  • 相关文献

参考文献11

  • 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.
  • 3王红霞,潘红兵,叶晓慧.多故障的测试序列问题研究[J].兵工学报,2011,32(12):1518-1523. 被引量:15
  • 4王子玲,许爱强.基于最小碰集的多故障诊断算法研究[J].兵工学报,2010,31(3):337-342. 被引量:11
  • 5杨鹏,邱静,刘冠军.多故障诊断策略优化生成技术研究[J].兵工学报,2008,29(11):1379-1383. 被引量:16
  • 6Gao 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.
  • 7Shakeri M,Pattipati K R,Raghavan V,et al.Multiple Fault Isolation in Redundant Systems[R].NCC2-5123,NASA Final Report,1997.
  • 8Yang 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.
  • 9Yang 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.
  • 10Tu F,Pattipati K R.Rollout strategy for sequential fault diagnosis[J].IEEE Trans on Systems,Man and Cybernetics,2003,33 (1):86-99.

二级参考文献43

  • 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29

同被引文献45

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部