Research Article

An Improved Bearing Fault Diagnosis Model of Variational Mode Decomposition Based on Linked Extension Neural Network

Table 2

Description of the artificial datasets.

No.DatasetDegrees of imbalanceFeature dimensionsNumber of categoriesNumber of samples

1Flame147 : 9322240
2Jain276 : 9722373
3Aggregation272 : 170 : 127 : 105 : 45 : 35 : 3427788