Table 3.
The number of data sets recorded for the flour-water batter mixing process.
Run | The Number of Data Sets from Each Sensor | ||
---|---|---|---|
Shallow Learning | Time Domain Input CNNs | CWT Input CNNs | |
1 | 93 | 137 | 186 |
2 | 90 | 131 | 180 |
3 | 107 | 165 | 214 |
4 | 105 | 159 | 208 |
5 | 102 | 153 | 202 |
6 | 102 | 155 | 204 |
7 | 123 | 197 | 246 |
8 | 129 | 207 | 256 |
9 | 154 | 259 | 308 |
Total | 1005 | 1563 | 2004 |