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Integrating CFD and Experiment in Aerodynamics - CFD4Aircraft

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Figure 5: Typical <strong>in</strong>stantaneous PIV particle image.<br />

∣ D r =<br />

V max ∣∣∣<br />

∣<br />

(1)<br />

V m<strong>in</strong><br />

where V max <strong>and</strong> V m<strong>in</strong> are the maximum <strong>and</strong> m<strong>in</strong>imum velocities measured <strong>in</strong> the flow plane <strong>and</strong> the velocity gradient<br />

strength, ϕ def<strong>in</strong>ed by:<br />

ϕ =<br />

V2 − V1<br />

V max<br />

(2)<br />

Here, V 2 − V 1 is the velocity change across the <strong>in</strong>terrogation region. A high dynamic range requirement necessarily<br />

restricts the strength of the velocity gradient <strong>in</strong> a chosen region <strong>and</strong> vice versa. The latter condition is crucial to<br />

the design of a PIV experiment for use <strong>in</strong> transonic <strong>and</strong> supersonic flows. In any given experiment, other parameters<br />

critical to the PIV system’s performance <strong>in</strong>clude the seed<strong>in</strong>g density <strong>and</strong> correspond<strong>in</strong>g particle image density, N i<br />

<strong>and</strong> the <strong>in</strong>terrogation region size relative to particle image size, D/d. All these parameters must be considered when<br />

optimis<strong>in</strong>g the correlation performance whether us<strong>in</strong>g conventional correlation or the Hart correlation. In the latter<br />

case, an equivalent number of particle images must be used by consider<strong>in</strong>g the surround<strong>in</strong>g <strong>in</strong>terrogation regions.<br />

With a-priori knowledge of D r, ϕ <strong>and</strong> V max, D/d <strong>and</strong> N i, it is possible to use the method to determ<strong>in</strong>e a laser pulse<br />

separation, ∆t for a PIV experiment which will ensure that, on average, from a series of experiments at least 50% of<br />

valid vectors will be obta<strong>in</strong>ed from a ‘worst case’ <strong>in</strong>terrogation region <strong>in</strong> the flow. The experiments are then def<strong>in</strong>ed<br />

as be<strong>in</strong>g optimised.<br />

The <strong>CFD</strong> predictions provide the a-priori knowledge of D r, ϕ, V max <strong>and</strong> V m<strong>in</strong>, where the spatial resolution requirement<br />

will determ<strong>in</strong>e the parameters D/d <strong>and</strong> N i from the PIV experiment. The optimisation method will then yield a<br />

recommended magnification, M <strong>and</strong> pulse separation, ∆t.<br />

The system magnification is def<strong>in</strong>ed <strong>in</strong> terms of the ratio of object <strong>and</strong> image distances <strong>and</strong> is that which is required<br />

to capture the flow area. The spatial resolution, L of the system is def<strong>in</strong>ed by:<br />

L = D/M (3)<br />

where D is the <strong>in</strong>terrogation region length <strong>and</strong> the particle image size, d is dependent on the depth of field <strong>and</strong> laser<br />

power of the system.<br />

The <strong>CFD</strong> provided the a-priori <strong>in</strong>formation from <strong>in</strong>side the cavity listed <strong>in</strong> Table 2. The PIV requires a spacial resolution<br />

of 1.5 mm. This leads to the experimental PIV values listed <strong>in</strong> Table 3.<br />

Therefore if the particle image displacement is restricted to 20% of D <strong>and</strong> apply<strong>in</strong>g the optimisation method [15],<br />

yields a maximum allowable value of ϕD r = 1.5, which corresponds to ϕ = 21% given D r = 7. Also, a magnification<br />

of M = 1/16 must be used <strong>and</strong> a pulse separation ∆t = 30 ms. S<strong>in</strong>ce the maximum allowable value of ϕ = 21% is<br />

greater than the <strong>CFD</strong> predicted value of ϕ = 15%, this means the PIV experiment will have sufficient performance to<br />

ensure a m<strong>in</strong>imum of 50% of valid vectors, on average, <strong>in</strong>side this region where the velocity gradients <strong>and</strong> dynamic<br />

range are highest.<br />

6

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