Research Article
Feed-Forward Neural Network Soft-Sensor Modeling of Flotation Process Based on Particle Swarm Optimization and Gravitational Search Algorithm
Table 1
Soft-sensor modeling data of flotation process.
|
Number | Auxiliary variables | Dominant variables | Feed concentration (%) | Feed flow (m3/h) | Feed grade (%) | Feed granularity (%) | Medicament flow (L/min) | Concentrate grade (%) | Recovery rate (%) |
| 1 | 62.76 | 329 | 35 | 90 | 15.5 | 70.51 | 97.7 | 2 | 63.67 | 297 | 35 | 90 | 11.5 | 69.74 | 97.2 | 3 | 65.07 | 285 | 37 | 92 | 11.3 | 69.69 | 97.0 | 4 | 65.48 | 214 | 36 | 95 | 7.5 | 68.98 | 93.5 | | | | | | | | | 600 | 65.9 | 310 | 36 | 96 | 5.5 | 67.29 | 90.2 |
|
|