Advances, Systems and Applications
Table 7 Data set splited by load and speed
From: A multi-fault diagnosis method of gear-box running on edge equipment
Data Set | Split method | Train set | Test set | Total number of samples | ||
|---|---|---|---|---|---|---|
| Â | Â | Signal | Sample size | Signal | Sample size | Â |
A | Load | B,C,D | 144000 | A | 48000 | 192000 |
B | Load | A,C,D | 144000 | B | 48000 | 192000 |
C | Load | A,B,D | 144000 | C | 48000 | 192000 |
D | Load | A,B,C | 144000 | D | 48000 | 192000 |
E | Speed | 1800,3400,3800 | 144000 | 1700 | 48000 | 192000 |
F | Speed | 1700,3400,3800 | 144000 | 1800 | 48000 | 192000 |
G | Speed | 1700,1800,3800 | 144000 | 3400 | 48000 | 192000 |
H | Speed | 1700,1800,3400 | 144000 | 3800 | 48000 | 192000 |