摘要
在详细介绍了基于信息融合技术故障诊断的基本思想、研究现状及最新研究成果基础上,对现有的融合诊断方法和应用实例进行了分析,其中重点讨论了集成故障诊断方法,提出了一种基于多传感器信息融合集成故障诊断框架,给出了故障诊断组成结构和各级的融合功能,最后探讨了信息融合技术在故障诊断应用研究中的主要问题及今后的发展方向.
Information fusion has been used widely in the field of fault diagnosis as a kind of automatic information synthetic processing technique.In this paper,the basic ideas and the latest research fruits of fault diagnosis based on information fusion are introduced.In addition,the review of fault diagnosis based on information fusion is also made.Based on the above,the fault diagnosis methods and their application cases based on information fusion are analyzed.The integrated fault diagnostic methods are discussed mainly,and the integrated fault diagnosis frame is proposed.The structure of the fault diagnosis system and the functions of different fusion level are presented.At last,the key problems and the future trends of information fusion in the fault diagnosis are discussed.
出处
《华中科技大学学报（自然科学版）》
EI
CAS
CSCD
北大核心
2009年第S1期217-221,共5页
Journal of Huazhong University of Science and Technology(Natural Science Edition)
基金
河北省自然科学基金资助项目(F2008000197)
关键词
信息融合
状态估计
参数估计
故障检测
智能技术
诊断
information fusion
state estimation
parameter estimation
fault detection
intellectual technology
diagnosis
