Table 6.
Results of optimization at representative PODs for Re = 120.
Selected PODs | Design Variables | Surrogate Prediction | Numerical Analysis | % Error | |||||
---|---|---|---|---|---|---|---|---|---|
d/Pi | w2/Pi | H/W | Mo | ΔP (kPa) | Mo | ΔP (kPa) | Mo | ΔP | |
A | 0.329 | 0.161 | 0.628 | 0.950 | 54.544 | 0.957 | 61.966 | −0.73 | −11.98 |
B | 0.272 | 0.132 | 0.583 | 0.970 | 85.442 | 0.951 | 92.696 | 2.00 | −7.83 |
C | 0.254 | 0.123 | 0.472 | 0.974 | 112.168 | 0.936 | 142.565 | 4.06 | −21.32 |
D | 0.245 | 0.120 | 0.464 | 0.976 | 145.752 | 0.948 | 154.631 | 2.95 | −5.74 |
E | 0.241 | 0.120 | 0.446 | 0.976 | 158.992 | 0.936 | 166.768 | 4.27 | −4.66 |