The NPCA network execute information fusion and feature selection of the multivariate inputs, with which feature vectors sensitive to fault patterns to be classified are found.

• 其中，非线性主分量分析网络执行多元输入特征信息的融合及主特征选择，形成待识别故障类的敏感特征量；