Journal of Systems Engineering and Electronics ›› 2011, Vol. 33 ›› Issue (6): 1270-1275.doi: 10.3969/j.issn.1001-506X.2011.06.15

• 系统工程 • 上一篇    下一篇

证据网络及其在航天系统安全性分析中的应用

姜江,李璇,陈英武,杨克巍   

  1. 国防科学技术大学信息系统与管理学院, 湖南 长沙 410073
  • 出版日期:2011-06-20 发布日期:2010-01-03

Evidential network and its application in safety analysis of aerospace systems

JIANG Jiang,LI Xuan,CHEN Ying-wu,YANG Ke-wei   

  1. College of Information System and Management, National University of Defense Technology, Changsha 410073, China
  • Online:2011-06-20 Published:2010-01-03

摘要:

针对航天系统安全性分析与评价中面临的不精确、不完全信息难以处理等问题,在D-S(Dempster-Shafer)证据理论研究的基础上,借鉴贝叶斯网络的建模思路,提出了一种新的风险安全性分析与评价方法——证据网络分析方法。给出了证据网络的定义,研究了证据网络的基本建模思路与框架,包括网络结构构建、网络参数表示、原始数据预处理、网络推理算法、评价结果分析,并总结了该方法的操作流程与步骤。最后,通过某航天系统安全性分析与评价算例验证了证据网络分析方法的可行性与有效性,为安全性管理与决策提供辅助支持。

Abstract:

In safety analysis and evaluation of aerospace systems, it is difficult to deal with imprecise and incomplete information under the framework of probability theory. In order to solve this problem, an evidential network (EN) approach is proposed on the basis of Dempster-Shafer theory of evidence and Bayesian network. The definition and modeling framework of the EN is presented, including network structure model, EN belief relation table, original information pretreatment, EN inference algorithm and result analysis. The EN solution procedure and steps are also concluded for operating conveniently. Finally, an aerospace system safety analysis and evaluation example is examined to illustrate and show the feasibility and validity of the proposed approach.