摘要
针对导弹武器系统故障信息的特点,提出了系统仿真与数据挖掘相结合的综合故障诊断方法。文中将导弹武器系统故障检测信息分为3类,即:离散交互特征信息、连续动态特征信息和离散事件特征信息。通过实例阐述了数据挖掘在导弹武器系统故障诊断中的应用。分析了基于仿真的故障诊断方法,在此基础上,结合仿真与数据挖掘各自在故障诊断方面的优势,进一步提出了基于仿真与数据挖掘的综合诊断方法,给出了方法的步骤和诊断流程。
The paper presents an integrated method of fault diagnosis （FD） based on simulation and data mining （DM） according to the fault characters of missile weapon system （MWS）. The detection information of MWS can be classified into three categories,which are discrete interactive character, continuous dynamic character and discrete event character. The paper gives some examples of application of DM to fault diagnosis of MWS, and also analyses the method of FD based on simulation. Combining the advantages of simulation and DM, the paper puts forword an integrated diagnosis method and gives its steps and diagnosis flow chart.
出处
《计算机仿真》
CSCD
2007年第1期42-47,共6页
Computer Simulation
关键词
导弹武器系统
故障诊断
系统仿真
数据挖掘
Missile weapon system
Fault diagnosis
System simulation
Data mining
