碰撞故障识别实验软件的开发

Yanjun Lu, L. Wan, Yi Liu
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引用次数: 0

摘要

转子和定子碰摩是旋转机械常见的故障,以航空发动机为例,目前有许多方法来解决碰摩故障。为了对不同的诊断方法进行有效的研究,本文采用Matlab和vc++混合编程,实现了一个摩擦碰撞故障诊断研究实验系统。作为实例,嵌入了线性支持向量机、rbf支持向量机和BP网络三种方法,并对各自的诊断结果进行了分析。此外,本文还简要介绍了Visual c++与MatLAB的混合编程及其系统结构。软件平台的应用结果表明,所提出的系统是实用有效的。
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Development of an experimental software for rub-impact fault recognition research
Rotor and stator rubbing is a common fault of rotating machinery, for instance, aircraft engine, currently, numerous methods are presented to address the issues of Rub-impact fault. For the purpose of effective research for the different diagnosis methods, a experimental system for Rub-Impact fault diagnosis research is achieved in this paper, with the mixed programming of Matlab and VC++ applied. As an illustration, three methods, such as Linear-SVM, RBF-SVM and BP network, are embedded and the respective diagnosis results are analyzed. In addition, a brief introduction of mixed programming with Visual C ++ and MatLAB and the system architecture are given in this paper. The application of software platform gives the results that the system presented is practical and effective in fact.
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