Table 3 Specific task settings for CWRU.

From: A fault diagnosis method for rolling bearings in open-set domain adaptation with adversarial learning

Task

Source domain distribution

Target domain distribution

Source domain fault types

Target domain fault types

C0

0hp/1797 rpm

1hp/1772 rpm

0,1,2,3,4,5,6,7,8

0,1,2,3,4,5,6,7,8,9

C1

0hp/1797 rpm

1hp/1772 rpm

0,1,2,3,7,8,9

0,1,2,3,4,5,6,7,8,9

C2

0hp/1797 rpm

1hp/1772 rpm

0,3,4,5,7,8

0,1,2,3,4,5,6,7,8,9

C3

0hp/1797 rpm

1hp/1772 rpm

0,1,2,7,8,9

0,1,2,3,4,5,6,7,8,9

C4

0hp/1797 rpm

1hp/1772 rpm

0,1,6,7

0,1,2,3,4,5,6,7,8,9

C5

0hp/1797 rpm

1hp/1772 rpm

0,4,5

0,1,2,3,4,5,6,7,8,9

C6

1hp/1772 rpm

0hp/1797 rpm

0,1,4,5,6,7,8,9

0,1,2,3,4,5,6,7,8,9

C7

1hp/1772 rpm

0hp/1797 rpm

0,1,2,3,6,7

0,1,2,3,4,5,6,7,8,9

C8

1hp/1772 rpm

0hp/1797 rpm

0,7,8,9

0,1,2,3,4,5,6,7,8,9