Some applications of fault isolation and diagnosis based on Labview

论文名称:Some applications of fault isolation and diagnosis based  on Labview  

摘要:In modern technologies the virtual equipment techniques can greatly help the fault diagnosis of the gear box in the sense that they can share the hardware and software recourses and compromise a self test system. In this paper the Labview was first used to set up the data acquisition and analysis platform. The data pre-processing software was designed including resonance demodulation and synchronizing average in the time domain, which can provide the analyzed data for the post-diagnosis. Then the BP neural network model was utilized for the fault diagnosis. The experiment results showed that the combination of these two processing methods can help reject the noise signals, thus expose the fault attributes and greatly reduce the false diagnosis.

作者:闫宏伟;寇子明   收录类型:EI   刊物名称: ICSPS  2010   2010年,卷(期),起止 页码:2010.07