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Optimization and Computational Fluid Dynamics - Department of ...

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252 Marco Manzan, Enrico Nobile, Stefano Pieri <strong>and</strong> Francesco Pinto<br />

f/f 0<br />

10<br />

8<br />

6<br />

4<br />

2<br />

D a<br />

D b<br />

D c<br />

1 1.1 1.2 1.3 1.4 1.5 1.6 1.7<br />

Nu/Nu 0<br />

Fig. 8.14 Pareto front comparison between different optimization processes for the 2D<br />

NURBS channels: last Pareto front; see also Fig. 8.13<br />

Table 8.4 Ranges <strong>of</strong> the variables for the first NURBS optimization<br />

D f<br />

D d<br />

Parameter Range Basis<br />

L [1.00;2.50] 1001<br />

Lwave [0.15 L;0.85 L] 1001<br />

∆x23 [0.01 L;0.20 L] 1001<br />

ρ54 [0.05;1.20] 1001<br />

ϑ54 [70 ◦ ; 300 ◦ ] 501<br />

∆x5 [0.30 L;0.75 L] 1001<br />

∆y5 [0.00;0.50] 1001<br />

ρ56 [0.05;1.10] 1001<br />

ϑ56 [−120 ◦ ; 150 ◦ ] 501<br />

∆87 [0.01 L;0.80 L] 1001<br />

transl [−0.500 L;0.500 L] 1001<br />

could not be obtained by moulding. This constraint can be summarized as<br />

follows. During the construction procedure, after the lower wall pr<strong>of</strong>ile has<br />

been drawn, it is brushed along x direction by straight lines which progressively<br />

change their slope ([−45 ◦ ;+45 ◦ ] with respect to y axis), Fig. 8.15. The<br />

channel is declared feasible if <strong>and</strong> only if, there exists at least one direction<br />

at which all the lines encounter the wall pr<strong>of</strong>ile no more than once. The simulation<br />

has been restarted with the same parameters, but introducing the<br />

fabricability check just described. Results are depicted in Fig. 8.13(b). The<br />

presence <strong>of</strong> such a constraint makes the optimization process closer to the<br />

channel shapes more common in practice. Its observation reveals the decreas-<br />

D e

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