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Integrating CFD and Experiment in Aerodynamics - CFD4Aircraft

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the experiment, to perform the measurements, it<br />

requires a solid background <strong>in</strong> fundamental fluid<br />

mechanics. The database constitution is not limited to<br />

the acquisition of a vast amount of results, but must<br />

be accompanied by an <strong>in</strong> depth analysis of the flow<br />

physics. Because of the <strong>in</strong>vestment needed by such<br />

operations <strong>and</strong> their strategic importance for the<br />

development of predictive methods, the question of<br />

the database test cases dissem<strong>in</strong>ation <strong>in</strong>evitably<br />

arises. It is now realised that a good database can be<br />

as precious as a code <strong>and</strong> cannot be freely<br />

transmitted. Even basic experiments have now an<br />

economic weight <strong>and</strong> cannot be put on the market<br />

without someth<strong>in</strong>g <strong>in</strong> exchange. Thus, dissem<strong>in</strong>ation<br />

rules have to be more precisely def<strong>in</strong>ed accord<strong>in</strong>g to<br />

the more or less precious nature of the database<br />

contents.<br />

In addition of the permanent scientific concern about<br />

more accurate, safer <strong>and</strong> less expansive predictive<br />

methods, the problem of the constitution of valuable,<br />

safe, well identified <strong>and</strong> permanent databases is now<br />

considered as a strategic issue <strong>and</strong> addressed<br />

seriously. In this perspective, the ONERA Fluid<br />

Mechanics <strong>and</strong> Energetic Branch has started the<br />

constitution of a database conta<strong>in</strong><strong>in</strong>g the most<br />

prom<strong>in</strong>ent experimental results obta<strong>in</strong>ed <strong>in</strong> its<br />

research w<strong>in</strong>d tunnels of the Meudon-Centre over the<br />

last 30 years 38 . This task will be actively pursued <strong>and</strong><br />

the database contents fed with new experiments<br />

satisfy<strong>in</strong>g the quality criteria here above def<strong>in</strong>ed. At<br />

the European level, the ERCOFTAC association has<br />

constituted a database conta<strong>in</strong><strong>in</strong>g 82 test cases,<br />

stored by the University of Surrey, which can be<br />

obta<strong>in</strong>ed through the ERCOFTAC website 39 . In the<br />

framework of the FLOWNET European-Union project<br />

a database has been constituted which can be<br />

accessed through the INRIA website 40 . Thus, several<br />

national <strong>and</strong> <strong>in</strong>ternational <strong>in</strong>itiated have been <strong>in</strong>itiated<br />

<strong>in</strong> the past years to build complete, well documented<br />

<strong>and</strong> safe databases <strong>in</strong> order to help <strong>in</strong> the<br />

development of accurate predictive methods both for<br />

research end <strong>in</strong>dustry.<br />

Conclud<strong>in</strong>g Remarks<br />

The confidence <strong>in</strong> code predictions is still limited<br />

because of the uncerta<strong>in</strong>ties <strong>in</strong> the numerical h<strong>and</strong>l<strong>in</strong>g<br />

of the equations <strong>and</strong> of the lack of accuracy of the<br />

physical models implemented <strong>in</strong> the codes. This is<br />

particularly true <strong>in</strong> separated high Mach number flows<br />

which conta<strong>in</strong> both <strong>in</strong>tense shock waves, th<strong>in</strong> shear<br />

layers, separated regions (lam<strong>in</strong>ar, transitional <strong>and</strong><br />

turbulent) <strong>and</strong> are affected by real gas effects. A<br />

consequence of the <strong>in</strong>tense development of the <strong>CFD</strong><br />

activity has been to urge experimentalists to execute<br />

more complete experiments, <strong>in</strong>clud<strong>in</strong>g the def<strong>in</strong>ition of<br />

all the flow properties. This dem<strong>and</strong> has motivated an<br />

important effort to develop advanced <strong>and</strong> non<br />

<strong>in</strong>trusive methods for detailed flow <strong>in</strong>vestigation, such<br />

as PSP, <strong>in</strong>frared thermography, LDV, DGV, laser<br />

spectroscopic diagnostic techniques, etc.<br />

Thus, dur<strong>in</strong>g the past years a strategy has emerged<br />

to organise more efficiently the dialectics between<br />

computation <strong>and</strong> experiment. To validate their codes,<br />

numericians need an as complete as possible<br />

<strong>in</strong>formation on some representative test cases. This<br />

<strong>in</strong>formation constitutes what is called a database<br />

which must respect certa<strong>in</strong> rules to be useful. Thus,<br />

the database must conta<strong>in</strong> a precise description of the<br />

configuration, along with all the necessary flow <strong>and</strong><br />

boundary conditions. The measurements must be<br />

considered as safe, <strong>and</strong> if possible accurate, these<br />

objectives be<strong>in</strong>g difficult to reach <strong>in</strong> hypersonic<br />

facilities because of the extreme flow conditions <strong>and</strong><br />

the short useful test duration. Uncerta<strong>in</strong>ty marg<strong>in</strong>s<br />

must be provided <strong>in</strong> order to allow mean<strong>in</strong>gful<br />

conclusion on the accuracy of physical models.<br />

Bibliography<br />

1. Roache, P.J., Verification of Codes <strong>and</strong> Calculations,<br />

AIAA Journal, Vol. 36, N°5, May 1998, pp. 696-702<br />

2. The ERCOFTAC Best Practice Guidel<strong>in</strong>es for<br />

Industrial Computational Fluid Dynamics. Contact<br />

ahhutton@q<strong>in</strong>etic.com<br />

3. Benay, R., Chanetz, B. <strong>and</strong> Délery, J., Code<br />

Verification/Validation with Respect to <strong>Experiment</strong>al<br />

Data Banks, Aerospace Science <strong>and</strong> Technology, 7<br />

(2003), pp. 239-362<br />

4. Délery, J. <strong>and</strong> Chanetz, B., <strong>Experiment</strong>al Aspects<br />

of Code Verification/Validation: Application to Internal<br />

<strong>Aerodynamics</strong>, VKI Lecture Series 2000-08, 5-8 June,<br />

2000<br />

5 Bur,R., Corbel, B. <strong>and</strong> Délery, J., Study of Passive<br />

Control <strong>in</strong> a Transonic Shock Wave/Boundary Layer<br />

Interaction. AIAA Journal, Vol. 36, N°3, 1998, pp. 394-<br />

400<br />

6 Chanetz, B., Benay, R., Bousquet, J.-M., Bur, R., Pot,<br />

T., Grasso, F. <strong>and</strong> Moss, J., <strong>Experiment</strong>al And<br />

Numerical Study of the Lam<strong>in</strong>ar Separation <strong>in</strong><br />

Hypersonic Flow, Aerospace Science <strong>and</strong> Technology,<br />

No. 3, 1998, pp. 205-218<br />

7 Schneider, S.P.,Rufer, S.J., R<strong>and</strong>all, L. <strong>and</strong> Skoch,<br />

C., Shakedown of the Purdue Mach-6 Quiet-Flow<br />

Ludwieg Tube, AIAA Paper 2001-0457, Jan. 2001<br />

8 Van Dyke, M., An Album of Fluid Motion, The<br />

Parabolic Press, Stanford, CA,1982<br />

9. Délery, J., Robert Legendre <strong>and</strong> Henri Werlé:<br />

Toward the Elucidation of Three-Dimensional<br />

Separation, Ann. Rev. Fluid Mech.,2001-33, pp. 129-<br />

154<br />

10. Crites, R. C., Pressure Sensitive Pa<strong>in</strong>t Technique,<br />

VKI Lecture Series 1993-05 on Measurement<br />

Techniques, April 1993<br />

11. Mébarki, Y., Pe<strong>in</strong>tures sensibles à la pression :<br />

application en soufflerie aérodynamique (Pressure<br />

Sensitive Pa<strong>in</strong>ts: Application <strong>in</strong> w<strong>in</strong>d tunnels). Ph. D.<br />

Dissertation, University of Lille 1, March 1998<br />

12

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