文章摘要
宋晓博.HHM-BN的某型发动机燃油附件制造风险评估[J].空军工程大学学报:自然科学版,2019,20(5):16-21
HHM-BN的某型发动机燃油附件制造风险评估
A Risk Evaluation on the Engine Fuel Accessories Manufacturing Based on HHM-BN
  
DOI:
中文关键词: 燃油附件  制造风险  HHM  贝叶斯网络
英文关键词: fuel accessories  manufacturing risk  hierarchical holographic model  Bayesian network
基金项目:国家自然科学基金
作者单位
宋晓博 空军工程大学装备管理与无人机工程学院西安710051 
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中文摘要:
      针对发动机燃油附件制造数据不足、风险因素复杂、动态作用显著的问题,提出一种结合层次全息模型和贝叶斯网络的改进风险评估模型。利用层次全息模型,建立发动机燃油附件制造风险辨识框架。在此基础上,构建发动机燃油附件制造风险贝叶斯网络模型,并对其参数学习最大似然法进行改进;最后,结合实例和Netica软件,通过仿真验证了改进模型的有效性,得到发动机燃油附件制造总体风险为25%,动平衡与302研孔为关键风险。
英文摘要:
      Aimed at the problems that the data are insufficient in manufacture, the risk factors are comparatively complex and the dynamic effect is significant, an improved model combined hierarchical holographic model (HHM) with Bayesian network (BN) is proposed. The risk identification framework of engine fuel accessories manufacturing is constructed by HHM. On the basis of this, the BN model is built, and its parameter learning method of maximum likelihood is improved. Finally, the effectiveness is verified by the example and Netica software. The results show that the total risk value of the engine fuel accessories manufacturing is 25%, and the key risk factors are dynamic balance and 302 hole lapping.
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