Study on integrated intelligent system for fault diagnosis

被引:0
|
作者
Li, Y [1 ]
Yu, HQ [1 ]
Feng, ZS [1 ]
机构
[1] Ordnance Engn Coll, Shijiazhuang 050003, Peoples R China
来源
ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS | 2003年
关键词
fault diagnosis; integrated intelligent system; case-based; rule-based; model-based; artificial neural network;
D O I
暂无
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
This paper designs an integrated intelligent system for fault diagnosis that integrates multi-methods of fault diagnosis including rule-based, case-based, model-based and artificial neural network-based methods. The domain knowledge is represented in multi methods; the inference strategy and knowledge acquisition mechanism is also integrated. The study indicates that the integration of multi-fault diagnosis methods is an effective approach to overcome the limitations of single method, improve diagnosis efficiency, enhance diagnosis accuracy and extend covering ratio of the diagnosis results.
引用
收藏
页码:587 / 590
页数:4
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