航天推进技术研究院主办
Li Jinghao,Hu Xiaoping,Han Quandong.Application of Bayesian classifier to fault diagnosis of liquid propellant rocket engine[J].Journal of Rocket Propulsion,2007,33(06):12-16.
贝叶斯分类器在液体火箭发动机故障诊断中的应用
- Title:
- Application of Bayesian classifier to fault diagnosis of liquid propellant rocket engine
- 分类号:
- V434
- 文献标志码:
- A
- 摘要:
- 研究数据挖掘技术在火箭发动机故障诊断中的应用,利用两种典型的贝叶斯分类器——朴素贝叶斯分类器和TAN分类器对液体火箭发动机故障进行分类,对某型号液体火箭发动机的试车数据和仿真数据进行了故障诊断,结果和实际试车情况相符,从而验证了贝叶斯分类器可以应用于液体火箭发动机故障诊断。
相似文献/References:
[1]袁晓峰,许化龙,徐志高.液体火箭发动机诊断知识挖掘系统设计[J].火箭推进,2008,34(03):44.
Yuan Xiaofeng,Xu Hualong,Xu Zhigao.Design of diagnostic knowledge mining system for liquid
propellant rocket engine[J].Journal of Rocket Propulsion,2008,34(06):44.
[2]韩泉东,胡小平,王艳梅,等.基于决策树方法的液体火箭发动机稳态段故障诊断[J].火箭推进,2007,33(03):26.
Han Quandong,Hu Xiaoping,Wang Yanmei.Steady state fault detection and diagnosis of liquid propellant rocket engines based on decision tree method[J].Journal of Rocket Propulsion,2007,33(06):26.
[3]王艳梅,胡小平,李舟军,等.利用关联规则检测液体火箭发动机启动关机过程的故障[J].火箭推进,2006,32(01):19.
Wang Yanmei,Hu Xiaoping,Li Zhoujun.Application of association rules to the fault detection of starting-up and shutdown process of liquid rocket engine[J].Journal of Rocket Propulsion,2006,32(06):19.