Shock and Vibration

Research Article

Association Rule-Based Feature Mining for Automated Fault Diagnosis of Rolling Bearing

Table 5

Results of mining association rules.
TypesfBPFOfBSFfBPFIfxMVxSDxRMSxRAxCFxSxKxKC
Normala2 c2d3e4f3h2i2j3k3l3
IR 0.007a4b4c9d3 f6h7i5j4k4l4
IR 0.014a4  d5 f4h3  k4l10
IR 0.021a4b8c10d10 f9h10  k6l5
B 0.007a3b3c3d3 f3h3 j3k3l3
B 0.014a3b3 d3e2  h2 j3k3 
B 0.021 b4c3  f3h3 j3k3l3
OR 0.007a10    f10h10i9j10 l5
OR 0.014a2b3c3d3 f3 i2j3k3l3
OR 0.021a10b10 d10e2f10h8i10 k10