Research Article
PTFE in Wet and Dry Drilling: Two-Tier Modeling and Optimization through ANFIS
| Run no. | Drilling variables | Dry condition (no coolant) | Wet condition (with coolant) | Spindle speed (N) | Feed rate (f) | Point angle () | Surface roughness | Surface roughness | rpm | mm/min | degree | μm | μm |
| 1 | 800 | 0.05 | 100 | 0.911 | 0.89 | 2 | 800 | 0.05 | 118 | 0.887 | 0.82 | 3 | 800 | 0.05 | 135 | 0.856 | 0.81 | 4 | 800 | 0.1 | 100 | 0.895 | 0.88 | 5 | 800 | 0.1 | 118 | 1.117 | 1.09 | 6 | 800 | 0.1 | 135 | 1.362 | 1.24 | 7 | 800 | 0.15 | 100 | 1.15 | 1.12 | 8 | 800 | 0.15 | 118 | 1.354 | 1.31 | 9 | 800 | 0.15 | 135 | 1.581 | 1.49 | 10 | 1500 | 0.05 | 100 | 0.806 | 0.78 | 11 | 1500 | 0.05 | 118 | 0.97 | 0.84 | 12 | 1500 | 0.05 | 135 | 0.956 | 0.91 | 13 | 1500 | 0.1 | 100 | 0.983 | 0.92 | 14 | 1500 | 0.1 | 118 | 1.057 | 1.04 | 15 | 1500 | 0.1 | 135 | 1.162 | 1.12 | 16 | 1500 | 0.15 | 100 | 1.432 | 1.34 | 17 | 1500 | 0.15 | 118 | 1.488 | 1.37 | 18 | 1500 | 0.15 | 135 | 1.575 | 1.51 | 19 | 2200 | 0.05 | 100 | 0.953 | 0.92 | 20 | 2200 | 0.05 | 118 | 0.897 | 0.89 | 21 | 2200 | 0.05 | 135 | 0.88 | 0.85 | 22 | 2200 | 0.1 | 100 | 1.324 | 1.31 | 23 | 2200 | 0.1 | 118 | 1.25 | 1.22 | 24 | 2200 | 0.1 | 135 | 1.215 | 1.19 | 25 | 2200 | 0.15 | 100 | 1.968 | 1.91 | 26 | 2200 | 0.15 | 118 | 1.875 | 1.82 | 27 | 2200 | 0.15 | 135 | 1.822 | 1.79 |
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