| 引用本文: | 杨帆, 萧德云.大型复杂系统的动态SDG模型及传感器布置问题[J].控制理论与应用,2008,25(2):181~186.[点击复制] |
| YANG Fan, XIAO De-yun.Dynamic SDG model and sensor location problem for large-scale complex systems[J].Control Theory and Technology,2008,25(2):181~186.[点击复制] |
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| 大型复杂系统的动态SDG模型及传感器布置问题 |
| Dynamic SDG model and sensor location problem for large-scale complex systems |
| 摘要点击 1496 全文点击 2398 投稿时间：2006-10-26 修订日期：2007-04-03 |
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| DOI编号 |
| 2008,25(2):181-186 |
| 中文关键词 符号有向图 故障检测 传感器布置 可检测性 可分辨性 |
| 英文关键词 signed directed graph fault detection sensor location detectability identifiability |
| 基金项目 国家高技术研究发展计划(863计划)资助项目(2003AA412310); 国家自然科学基金资助项目(60736026). |
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| 中文摘要 |
| 符号有向图(SDG: signed directed graph)可以用于描述大型复杂系统及其变量之间的因果影响关系, 但是在描述故障传递关系时不能表示其动态传播规律. 本文在SDG支路上引入时间参数, 用于近似描述变量的变化在系统中的传递时间, 由此构建的SDG模型称为动态SDG模型. 另外, 要实现故障检测需要有传感器的信息, 传感器的布置直接影响着故障检测的性能. 本文在动态SDG框架下, 研究了故障的可检测性和可分辨性问题, 提出了一些一般性的结论, 并给出通过正向推理来求故障传播过程和传感器布置方案的方法. 最后, 通过实例验证该方法的有效性. |
| 英文摘要 |
| Signed directed graph (SDG) is used to describe large-scale complex systems and the cause-effect relations among variables. However, SDG cannot show the dynamic propagation patterns when expressing the fault propagation relation. In this paper, time parameters are introduced to the branches of SDG to approximately denote the propagation time of the variable changes in the systems. The SDG model constructed in this way is called the dynamic SDG model. Besides, fault detection is conducted by the use of sensors and is based on the information of sensors, thus the sensor location influences the performances of fault detection directly. The fault detectability and identifiability are then analyzed in the framework of dynamic SDG. A method is proposed to describe the fault propagation process by forward inference and to locate the sensors. Finally, an example is used to illustrate and validate the proposed method. |
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