Table 8 Experimental results for validation
From: Machining process parameters optimization using soft computing technique
Test 1 | Test 2 | Test 3 | Test 4 | Test 5 | Test 6 | |
|---|---|---|---|---|---|---|
Customer’s demands | ||||||
Number of products “Qp” | 0.0 | 0.0 | 0.0 | 0.0 | 0.6 | 0.5 |
Delivery date “Td” | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.5 |
Power factor “Ef” | 0.0 | 1.0 | 0.0 | 0.6 | 0.6 | 0.5 |
Quality of product “Q” | 1.0 | 0.0 | 0.0 | 0.4 | 0.0 | 0.5 |
Cutting conditions | ||||||
Feed (mm/rev) | 0.12 | 0.12 | 0.28 | 0.12 | 0.16 | 0.12 |
Velocity (m/min) | 79.80 | 30.00 | 80.00 | 66.80 | 79.90 | 80.00 |
Depth of cut (mm) | 1.00 | 1.00 | 2.49 | 1.00 | 1.00 | 1.00 |
Machining outputs | ||||||
Machining time (min.) | 4.58 | 12.80 | 1.90 | 5.82 | 3.71 | 4.56 |
Power consumed (W) | 687 | 328 | 2460 | 601 | 807 | 689 |
Surface roughness (μm) | 2.05 | 2.88 | 5.26 | 2.13 | 2.32 | 2.05 |