期刊文献+

基于功能单元的分层诊断技术研究及在航天器中的应用 被引量:3

Research and Application of Hierarchical Diagnosis Technique for Spacecraft Based on Functional Unit
下载PDF
导出
摘要 复杂系统多故障诊断的计算复杂性一直是一个难题。现给出了一种定性诊断模型:将功能单元引入到系统建模中并与结构抽象技术相结合构建分层诊断模型(SPS树)。推理时运用分层诊断策略及相关诊断定理,减少了多故障诊断的计算量,提高了效率。此方法在某卫星电源系统中得到了应用。证明该方法诊断速度快,诊断结果完备,可以实现对未知故障的诊断,适用于卫星这类复杂系统的多故障诊断。 Computational complexity of complex system multiple fault diagnosis is a puzzle at all times. A qualitative diagnosis model is given in this paper. During of modeling system, hierarchical diagnosis model (SPS tree) is established by the combination of functional unit and the technique of structural abstraction. Hierarchical diagnosis strategy and associated diagnosis axioms are used during of reasoning, This approach can reduce the computational complexity of multi-faults diagnosis and increase efficiency. The application of a satellite power system proves that the reasoning is very fast, the diagnosis results are complete and unknown faults can be diagnosed which are suitable in multiple fault diagnosis for complex satellite system.
出处 《宇航学报》 EI CAS CSCD 北大核心 2005年第4期519-523,共5页 Journal of Astronautics
关键词 功能单元 结构抽象 分层诊断 电源系统 Functional unit Structural abstraction Hierarchical diagnosis Power system
  • 相关文献

参考文献9

  • 1冯永新,张嘉钟,夏松波,黄文虎.设备故障基于图论的层次诊断模型研究[J].哈尔滨工业大学学报,1996,28(3):137-143. 被引量:15
  • 2Igor Mozetic. Hierarchical diagnosis. In Readings in Model-based diagnosis[M]. Hamscher W . Console L. deKleer J. Editor, San Mateo, Morgan Kaufmann, CA, 1992, pages 354 - 372.
  • 3Autio K and Reiter R. Structural abstraction in model-based diagnosis[ A]. In Proceedings of the Thirteenth European Conference on Artificial Intelligence, pages 269 - 273.
  • 4Laca Chittaro, Roberto Ranon Hierarchical model-based diagnosis based on structural abstraction [ J]. Artificial Intelligence, 2004,155 : 147 - 182.
  • 5Kumar A N and Upadhyaya S J. Function based discrimination during model-based diagnosis[J]. Journal of Applied Artificial Intelligence,1995, 9(1): 65-80.
  • 6Genesereth M R. The use of design descriptions in automated diagnosis[J]. Artificial Intelligence, 1984,24: 411-436.
  • 7Mauss J. Neumann B. Qualitative reasoning about electrical circuits using series-parallel-star tree[A]. In: Proceedings of the ECAI-96 Workshop on Model-based Systems and Qualitative Reasoning[ C ].Budapest, 1996.
  • 8Chittaro] L, Ranon R, Soldati A. Introducing deviations and multiple abstraction levels in the functional diagnosis of fluid transfer systems[J]. Artificial Intelligence in Engineering Journal, 1998,12:355- 373.
  • 9Laca Chittaro, Roberto Ranon. Diagnosis of multiple faults with flow-based functional models: the functional diagnosis with efforts and flows approach[J]. Reliability Engineering and System Safety 1999,64: 137- 150.

二级参考文献5

共引文献14

同被引文献47

引证文献3

二级引证文献24

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