| 系统可靠性的贝叶斯网络评估方法 |
| |
| 引用本文： | 尹晓伟,钱文学,谢里阳.系统可靠性的贝叶斯网络评估方法[J].航空学报,2008,29(6):1482-1489. |
| |
| 作者姓名： | 尹晓伟 钱文学 谢里阳 |
| |
| 作者单位： | 东北大学机械工程与自动化学院,辽宁,沈阳,110004 |
| |
| 基金项目： | 国家"863"计划，高等学校博士学科专项预研基金 |
| |
| 摘 要： | 针对现有组合法与状态法在可靠性评估方法中的局限性，对基于贝叶斯网络的系统可靠性评估新方法进行了研究。运用该方法进行可靠性评估，不但能计算出系统的可靠性指标，而且能方便地给出一个或几个部件对系统可靠性影响的大小，识别系统的薄弱环节。结合故障树方法建立系统可靠性评估的贝叶斯网络模型，并用实例阐述了贝叶斯网络方法进行系统可靠性评估的有效性。同时通过对贝叶斯网络的条件失效概率与系统可靠性评估中常用重要度指标的对比分析表明，贝叶斯网络的推理算法更便于查找系统的薄弱环节。
|
| 关 键 词： | 系统可靠性评估 贝叶斯网络 故障树 重要度 推理 |
A Method for System Reliabiltiy Assessment Based on Bayesian Networks |
| |
| Yin Xiaowei,Qian Wenxue,Xie Liyang.A Method for System Reliabiltiy Assessment Based on Bayesian Networks[J].Acta Aeronautica et Astronautica Sinica,2008,29(6):1482-1489. |
| |
| Authors: | Yin Xiaowei Qian Wenxue Xie Liyang |
| |
| Institution: | Yin Xiaowei,Qian Wenxue,Xie Liyang (School of Mechanical Engineering , Automation,Northeastern University,Shenyang 110004,China) |
| |
| Abstract: | Researching the application of Bayesian network to the system reliability assessment for the limits of combination method and state method in reliability assessment.The method is able not only to compute the system reliability indices but also to analyze easily the effects of a certain components on the system reliability to recognize the vulnerable positions of the system. A method of constructing Bayesian networks with the ideology of fault tree is proposed to assess system reliability and the validity of... |
| |
| Keywords: | system reliability assessment Bayesian networks fault tree importance inference |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
| 点击此处可从《航空学报》浏览原始摘要信息 |
| 点击此处可从《航空学报》下载免费的PDF全文 |
