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Optimization and Computational Fluid Dynamics - Department of ...

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172 René A. Van den Braembussche<br />

Objective function<br />

1.4<br />

1.2<br />

1<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

Fig. 6.18 Convergence history<br />

Objective function with Navier−Stokes results<br />

Objective function with approximate model<br />

0<br />

0 5 10 15<br />

Number <strong>of</strong> iterations<br />

20 25 30<br />

Table 6.3 Inlet conditions at the 3 operating points<br />

Low ˙m Medium ˙m Large ˙m<br />

α(deg) 68. 60. 54.<br />

P◦ 2 (Pa)<br />

P3/P<br />

218395. 213447. 187666.<br />

◦ 2<br />

T<br />

0.9157 0.9276 0.9430<br />

◦ 2 (K) 365.4 360.3 350.4<br />

procedure. The whole procedure could have been stopped after 15 iterations<br />

but has been continued to verify good convergence.<br />

6.5 Multipoint <strong>Optimization</strong> <strong>of</strong> a Low Solidity Diffuser<br />

The radial compressor vaned diffusers provide a higher pressure recovery <strong>and</strong><br />

efficiency than vaneless ones but the operating range is limited by stall, at<br />

positive incidence, <strong>and</strong> diffuser throat choking, at negative incidence. Low<br />

Solidity Diffusers (LSD) are characterized by a small number <strong>of</strong> short vanes<br />

<strong>and</strong> do not show a well defined throat section. They intend to stabilize the<br />

flow at low mass flow (avoiding diffuser stall) without limiting the maximum<br />

mass flow by choking. The solidity (chord/pitch) is typically on the order <strong>of</strong><br />

1 or less (Fig. 6.19). A multipoint optimization is m<strong>and</strong>atory for the LSD<br />

design because a wide operating range is the major purpose <strong>of</strong> these devices.<br />

The optimization <strong>of</strong> the LSD [12] is done for the 3 operating points listed in<br />

Table 6.3. Inlet conditions are different for each operating point <strong>and</strong> defined<br />

by the impeller exit flow at the corresponding mass flows.

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