Research Article
Artificial Intelligence Optimization of Turning Parameters of Nanoparticle-Reinforced P/M Alloy Tool
Table 4
Predicted ANN values of machining responses.
| | Sample no. | Weight fraction (B4C) | Compaction pressure (MPa) | Sintering temperature (°C) | SR (μm) | Predicted ANN for SR | MRR (g/min) | Predicted ANN for MRR |
| | 1 | 4 | 300 | 420 | 1.75 | 1.812 | 0.5752 | 0.6215 | | 2 | 4 | 350 | 480 | 1.85 | 1.901 | 0.5231 | 0.5891 | | 3 | 4 | 400 | 540 | 1.62 | 1.689 | 0.5925 | 0.6102 | | 4 | 8 | 300 | 480 | 1.48 | 1.525 | 0.6201 | 0.6354 | | 5 | 8 | 350 | 540 | 1.83 | 1.789 | 0.4982 | 0.5326 | | 6 | 8 | 400 | 420 | 1.63 | 1.692 | 0.4963 | 0.5001 | | 7 | 12 | 300 | 540 | 1.73 | 1.725 | 0.4596 | 0.4824 | | 8 | 12 | 350 | 420 | 1.68 | 1.710 | 0.5128 | 0.5650 | | 9 | 12 | 400 | 480 | 1.80 | 1.882 | 0.5636 | 0.5821 |
|
|
