Shock and Vibration / 2016 / Article / Tab 4

Research Article

Multisensor Fused Fault Diagnosis for Rotation Machinery Based on Supervised Second-Order Tensor Locality Preserving Projection and Weighted -Nearest Neighbor Classifier under Assembled Matrix Distance Metric

Table 4

Fault diagnosis results of three different classifiers with the reduced low-dimensional tensor formed multisensor fused samples.

ClassifierCum. number of FCSNormC_GB_GW_PB_G_C_W_PC_G_C_W_PTotal testing accuracy (%)
Number of FCS within Class 1Number of FCS within Class 2Number of FCS within Class 3Number of FCS within Class 4Number of FCS within Class 5Number of FCS within Class 6

KNNC-FDM351615030170.83
WKNNC-FDM13013000089.17
WKNNC-AMDM0000000100