摘要
通过将自动控制系统的故障诊断分为基于数学模型的方法、基于信号处理的方法和基于知识的方法三大类进行讨论,得出了故障诊断技术的发展概况与发展趋势。进一步给出了故障诊断技术典型新应用,并指出了故障诊断技术中存在的问题和未来的研究重点。
This paper aims to reveal the status quo and the trend of the development in the field of the fault diagnosis of automatic control systems by the discussion on the three categories of the fault diagnosis methods:methods based on mathematic model,methods based on signal processing,and methods based on knowledge.Besides,some typical new applications of fault diagnosis are introduced in this paper.Then,the potential problems in this area are outlined and the future important research directions are pointed out.
出处
《火力与指挥控制》
CSCD
北大核心
2002年第5期1-7,共7页
Fire Control & Command Control
基金
国家博士后基金
中科院王宽诚博士后工作奖励基金资助项目
关键词
故障诊断
数学模型
小波变换
专家系统
人工神经元网络
fault diagnosis,mathematic model,wavelet transform,expert system,artificial neutral network