First the power spectrum of fault signals were decomposed by wavelet analysis, which predigests choosing method of fault eigenvectors, and then the LSSVM was adopted to diagnose faults.

• 首先对故障信号功率语进行小波分解，简化了故障特征向量的提取，然后采用最小二乘支持向量机进行故障诊断。