Research Article
Artificial Intelligence Investigation on (Al-Si-Fe) Alloy Reinforced with Nanoceramic Particles by RSM
Table 1
Experimental values from wear analysis.
| S. no | Composition | Load () | Speed (RPM) | Sliding distance (m) | COF | Sp. wear rate mm3/Nm | Friction force () |
| 1 | 1 | 14.715 | 100 | 25 | 0.21 | 2.45 | 1.2 | 2 | 1 | 14.715 | 100 | 25 | 0.21 | 2.45 | 1.2 | 3 | 1 | 14.715 | 100 | 25 | 0.21 | 2.45 | 1.2 | 4 | 1 | 29.43 | 200 | 55 | 0.26 | 0.61 | 2.6 | 5 | 1 | 29.43 | 200 | 55 | 0.26 | 0.61 | 2.6 | 6 | 1 | 29.43 | 200 | 55 | 0.26 | 0.61 | 2.6 | 7 | 1 | 44.145 | 300 | 90 | 0.28 | 0.29 | 5.3 | 8 | 1 | 44.145 | 300 | 90 | 0.28 | 0.29 | 5.3 | 9 | 1 | 44.145 | 300 | 90 | 0.28 | 0.29 | 5.3 | 10 | 3 | 14.715 | 200 | 90 | 0.22 | 0.53 | 1.98 | 11 | 3 | 14.715 | 200 | 90 | 0.21 | 0.51 | 1.5 | 12 | 3 | 14.715 | 200 | 90 | 0.21 | 0.52 | 1.5 | 13 | 3 | 29.43 | 300 | 25 | 0.06 | 0.98 | 1.5 | 14 | 3 | 29.43 | 300 | 25 | 0.26 | 0.98 | 2.6 | 15 | 3 | 29.43 | 300 | 25 | 0.26 | 0.97 | 2.6 | 16 | 3 | 44.145 | 100 | 55 | 0.01 | 1.72 | 1.98 | 17 | 3 | 44.145 | 100 | 55 | 0.63 | 1.74 | 7.43 | 18 | 3 | 44.145 | 100 | 55 | 0.15 | 1.73 | 3.2 | 19 | 5 | 14.715 | 300 | 55 | 0.01 | 0.31 | 0.5 | 20 | 5 | 14.715 | 300 | 55 | 0.03 | 0.35 | 0.8 | 21 | 5 | 14.715 | 300 | 55 | 0.01 | 0.33 | 0.8 | 22 | 5 | 29.43 | 100 | 90 | 0.06 | 0.16 | 1.1 | 23 | 5 | 29.43 | 100 | 90 | 0.06 | 0.17 | 1.1 | 24 | 5 | 29.43 | 100 | 90 | 0.05 | 0.19 | 1.3 | 25 | 5 | 44.145 | 200 | 25 | 0.07 | 0.52 | 2.1 | 26 | 5 | 44.145 | 200 | 25 | 0.11 | 0.53 | 2.3 | 27 | 5 | 44.145 | 200 | 25 | 0.13 | 0.55 | 3.32 |
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