Research Article

Rolling Element Bearing Performance Degradation Assessment Using Variational Mode Decomposition and Gath-Geva Clustering Time Series Segmentation

Table 2

Datasets of PHM 2012 Prognostic Challenge.

Datasets Operating conditions
Conditions 1
(1800 rpm and 4000 N)
Conditions 1
(1650 rpm and 4200 N)
Conditions 1
(1500 rpm and 5000 N)

Learning setBearing1_1Bearing2_1Bearing3_1
Bearing1_2Bearing2_2Bearing3_2

Test setBearing1_3Bearing2_3Bearing3_3
Bearing1_4Bearing2_4
Bearing1_5Bearing2_5
Bearing1_6Bearing2_6
Bearing1_7Bearing2_7