Deep Transfer Learning Method Based on 1D-CNN for Bearing Fault Diagnosis

Table 2

Experimental data description.

Dataset

Condition description

Samples

Operation conditions

A

Loc

N

IF

IF

IF

BF

BF

BF

OF

OF

OF

10 × 150

0HP (1797 rpm)

Size

0

7

14

21

7

14

21

7

14

21

B

Loc

N

IF

IF

IF

BF

BF

BF

OF

OF

OF

10 × 150

1HP (1772 rpm)

Size

0

7

14

21

7

14

21

7

14

21

C

Loc

N

IF

IF

IF

BF

BF

BF

OF

OF

OF

10 × 150

2HP (1750 rpm)

Size

0

7

14

21

7

14

21

7

14

21

D

Loc

N

IF

IF

IF

BF

BF

BF

OF

OF

OF

10 × 150

3HP (1730 rpm)

Size

0

7

14

21

7

14

21

7

14

21