Fault Diagnosis of Rolling Bearing Based on Improved VMD and KNN

Table 2

The fault recognition rates.

Algorithm	Inner race fault	Outer race fault	Recognition rate (%)
Improved VMD + SVD	29	29	96.67
EMD + SVD	27	25	86.67