Research Article
CFD-Based Optimization of Fluid Flow Product Aided by Artificial Intelligence and Design Space Validation
Table 2
Initial design points with pressure drop and Mach number calculated by the intelligent CFD solver.
| Design point | | | | | | Ma | [mm] | [mm] | [mm] | [mm] | [Pa] |
| 1 | 46.25 | 20 | 48.75 | 7 | 2798.75 | 0.21 | 2 | 46.25 | 20 | 48.75 | 19 | 2755.62 | 0.21 | 3 | 46.25 | 20 | 56.25 | 7 | 3038.00 | 0.23 | 4 | 46.25 | 20 | 56.25 | 19 | 2549.65 | 0.22 | 5 | 46.25 | 40 | 48.75 | 7 | 2799.14 | 0.22 | 6 | 46.25 | 40 | 48.75 | 19 | 2779.99 | 0.23 | 7 | 46.25 | 40 | 56.25 | 7 | 2750.06 | 0.23 | 8 | 46.25 | 40 | 56.25 | 19 | 2591.49 | 0.24 | 9 | 88.75 | 20 | 48.75 | 7 | 2484.03 | 0.26 | 10 | 88.75 | 20 | 48.75 | 19 | 2585.13 | 0.24 | 11 | 88.75 | 20 | 56.25 | 7 | 2728.30 | 0.23 | 12 | 88.75 | 20 | 56.25 | 19 | 2753.10 | 0.24 | 13 | 88.75 | 40 | 48.75 | 7 | 2476.68 | 0.26 | 14 | 88.75 | 40 | 48.75 | 19 | 2458.38 | 0.24 | 15 | 88.75 | 40 | 56.25 | 7 | 2466.06 | 0.24 | 16 | 88.75 | 40 | 56.25 | 19 | 2294.98 | 0.24 | 17 | 25 | 30 | 52.5 | 13 | 2926.40 | 0.32 | 18 | 110 | 30 | 52.5 | 13 | 2464.87 | 0.26 | 19 | 67.5 | 10 | 52.5 | 13 | 2714.60 | 0.22 | 20 | 67.5 | 50 | 52.5 | 13 | 2992.49 | 0.24 | 21 | 67.5 | 30 | 45 | 13 | 2626.90 | 0.24 | 22 | 67.5 | 30 | 60 | 13 | 2588.03 | 0.22 | 23 | 67.5 | 30 | 52.5 | 1 | 2779.98 | 0.22 | 24 | 67.5 | 30 | 52.5 | 25 | 2629.87 | 0.26 | 25 | 67.5 | 30 | 52.5 | 13 | 2818.34 | 0.21 | 26 | 67.5 | 30 | 52.5 | 13 | 2818.34 | 0.21 |
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