Research Article
Development of Hybrid Optimization Model Using Grey-ANFIS-Jaya Algorithm for CNC Drilling of Aluminium Alloy
Table 2
Outcomes of the experimentation.
| Exp no. | Input | Output | Dia | Speed | Feed | Ra | MRR | Perp | Circ |
| 1 | 10 | 1250 | 0.05 | 1.624 | 81.8452 | 0.023 | 0.0795 | 2 | 10 | 1250 | 0.1 | 1.854 | 163.6905 | 0.5163 | 0.2838 | 3 | 10 | 1250 | 0.15 | 2.845 | 245.5357 | 0.2917 | 0.1914 | 4 | 10 | 1750 | 0.05 | 2.731 | 114.5833 | 0.2628 | 0.1693 | 5 | 10 | 1750 | 0.1 | 1.983 | 229.1667 | 0.2433 | 0.2489 | 6 | 10 | 1750 | 0.15 | 3.364 | 343.7500 | 0.1935 | 0.1266 | 7 | 10 | 2250 | 0.05 | 2.553 | 147.3214 | 0.9948 | 0.1994 | 8 | 10 | 2250 | 0.1 | 2.682 | 294.6429 | 0.4354 | 0.2143 | 9 | 10 | 2250 | 0.15 | 2.669 | 441.9643 | 0.3928 | 0.2744 | 10 | 12 | 1250 | 0.05 | 2.116 | 117.8571 | 0.4039 | 0.2055 | 11 | 12 | 1250 | 0.1 | 2.101 | 235.7143 | 0.644 | 0.3487 | 12 | 12 | 1250 | 0.15 | 3.755 | 353.5714 | 0.7444 | 0.5163 | 13 | 12 | 1750 | 0.05 | 3.298 | 165.0000 | 0.315 | 0.1909 | 14 | 12 | 1750 | 0.1 | 3.997 | 330.0000 | 0.0457 | 0.3927 | 15 | 12 | 1750 | 0.15 | 2.51 | 495.0000 | 0.349 | 0.4252 | 16 | 12 | 2250 | 0.05 | 3.35 | 212.1429 | 0.1468 | 0.2413 | 17 | 12 | 2250 | 0.1 | 4.277 | 424.2857 | 0.374 | 0.2961 | 18 | 12 | 2250 | 0.15 | 3.878 | 636.4286 | 0.5922 | 0.2817 | 19 | 14 | 1250 | 0.05 | 2.497 | 160.4167 | 0.4252 | 0.2359 | 20 | 14 | 1250 | 0.1 | 2.36 | 320.8333 | 0.5104 | 0.1579 | 21 | 14 | 1250 | 0.15 | 3.39 | 481.2500 | 0.759 | 0.4248 | 22 | 14 | 1750 | 0.05 | 3.74 | 224.5833 | 0.6821 | 0.3182 | 23 | 14 | 1750 | 0.1 | 3.589 | 449.1667 | 0.9427 | 0.3634 | 24 | 14 | 1750 | 0.15 | 2.405 | 673.7500 | 1.805 | 0.2802 | 25 | 14 | 2250 | 0.05 | 3.758 | 288.7500 | 0.7961 | 0.4033 | 26 | 14 | 2250 | 0.1 | 4.199 | 577.5000 | 0.4895 | 0.3753 | 27 | 14 | 2250 | 0.15 | 4.549 | 866.2500 | 0.7546 | 0.4148 |
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