**3. Spatial Features**

The GRU extracts the temporal features of vibration signals but ignores the spatially located information. This paper performs a time-frequency analysis of the vibration signal by local mean decomposition (LMD). The spatial features of the vibration signal after local mean decomposition are extracted by the convolutional neural network.