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. 2024 Jan 7;14:743. doi: 10.1038/s41598-023-50826-6

Table 2.

Bearing and gear failure types description and Dataset partitioning.

Subject Type Description Source domain Target domain Working conditions
training validation training validation
Bearing Normal Health state 640 160 50 150

20 Hz-0 V,

30 Hz-2 V

Ball Ball crack 640 160 50 150  20 Hz-0 V, 30 Hz-2 V
Inner Inner ring crack 640 160 50 150  20 Hz-0 V, 30 Hz-2 V
Outer Outer ring crack 640 160 50 150  20 Hz-0 V, 30 Hz-2 V
Combination Inner and outer ring crack 640 160 50 150  20 Hz-0 V, 30 Hz-2 V
Gear Normal Health state 640 160 50 150

20 Hz-0 V,

30 Hz-2 V

Chipped Teeth crack 640 160 50 150  20 Hz-0 V, 30 Hz-2 V
Miss Missing teeth 640 160 50 150  20 Hz-0 V, 30 Hz-2 V
Root Root crack 640 160 50 150  20 Hz-0 V, 30 Hz-2 V
Surface Surface wear 640 160 50 150  20 Hz-0 V, 30 Hz-2 V