Table 3 Cross equipment tasks
From: Dynamic Distribution Adaptation Based Transfer Network for Cross Domain Bearing Fault Diagnosis
Task | Training datasets | Testing dataset | |
|---|---|---|---|
S | T | ||
1 | CW0.18_1 (300) | OL500 (150) | OL500 (150) |
2 | OL800 (150) | OL800 (150) | |
3 | OL1100 (150) | OL1100 (150) | |
4 | OL1400 (150) | OL1400 (150) | |
5 | CW0.18_2 (300) | OL500 (150) | OL500 (150) |
6 | OL800 (150) | OL800 (150) | |
7 | OL1100 (150) | OL1100 (150) | |
8 | OL1400 (150) | OL1400 (150) | |
9 | CW0.18_3 (300) | OL500 (150) | OL500 (150) |
10 | OL800 (150) | OL800 (150) | |
11 | OL1100 (150) | OL1100 (150) | |
12 | OL1400 (150) | OL1400 (150) | |
13 | CW0.36_1 (300) | OL500 (150) | OL500 (150) |
14 | OL800 (150) | OL800 (150) | |
15 | OL1100 (150) | OL1100 (150) | |
16 | OL1400 (150) | OL1400 (150) | |
17 | CW0.36_2 (300) | OL500 (150) | OL500 (150) |
18 | OL800 (150) | OL800 (150) | |
19 | OL1100 (150) | OL1100 (150) | |
20 | OL1400 (150) | OL1400 (150) | |
21 | CW0.36_3 (300) | OL500 (150) | OL500 (150) |
22 | OL800 (150) | OL800 (150) | |
23 | OL1100 (150) | OL1100 (150) | |
24 | OL1400 (150) | OL1400 (150) | |
25 | CW0.53_1 (300) | OL500 (150) | OL500 (150) |
26 | OL800 (150) | OL800 (150) | |
27 | OL1100 (150) | OL1100 (150) | |
28 | OL1400 (150) | OL1400 (150) | |
29 | CW0.53_2 (300) | OL500 (150) | OL500 (150) |
30 | OL800 (150) | OL800 (150) | |
31 | OL1100 (150) | OL1100 (150) | |
32 | OL1400 (150) | OL1400 (150) | |
33 | CW0.53_3 (300) | OL500 (150) | OL500 (150) |
34 | OL800 (150) | OL800 (150) | |
35 | OL1100 (150) | OL1100 (150) | |
36 | OL1400 (150) | OL1400 (150) | |