Table 3 transfer learning record form.
Scene | Source domain | Target domain | Operating conditions/location description |
|---|---|---|---|
Ⅰ | CWRU-0HP | CWRU-1HP | Different loads |
Ⅱ | CWRU-1HP | CWRU-2HP | |
Ⅲ | CWRU-2HP | CWRU-3HP | |
a | CWRU-0HP-DE | CWRU-0HP-FE | Different sensor locations |
b | CWRU-0HP-DE | CWRU-0HP-BA | |
c | CWRU-0HP-FE | CWRU-0HP-BA | |
d | CWRU-1HP-DE | CWRU-1HP-FE | Different sensor locations |
e | CWRU-1HP-DE | CWRU-1HP-BA | |
f | CWRU-1HP-FE | CWRU-1HP-BA | |
g | CWRU-2HP-DE | CWRU-2HP-FE | Different sensor locations |
h | CWRU-2HP-DE | CWRU-2HP-BA | |
i | CWRU-2HP-FE | CWRU-2HP-BA | |
j | CWRU-3HP-DE | CWRU-3HP-FE | Different sensor locations |
k | CWRU-3HP-DE | CWRU-3HP-BA | |
l | CWRU-3HP-FE | CWRU-3HP-BA | |
A | MFPT | CWRU-0HP-DE | Cross dataset migration |
B | MFPT | CWRU-0HP-BA | |
C | MFPT | CWRU-1HP-DE | |
D | MFPT | CWRU-1HP-BA | |
E | MFPT | CWRU-2HP-DE | |
F | MFPT | CWRU-2HP-BA | |
G | MFPT | CWRU-3HP-DE | |
H | MFPT | CWRU-3HP-BA |
