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NASA Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley Research Center Computational AeroSciences Branch 30 th AIAA Applied Aerodynamics Conference, High Lift Special Session June 25-28, 2012, New Orleans
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NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

May 03, 2018

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Page 1: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

NASA Trapezoidal Wing Computations Including Transition

and Advanced Turbulence Modeling

C. L. Rumsey and E. M. Lee-Rausch NASA Langley Research Center

Computational AeroSciences Branch

30th AIAA Applied Aerodynamics Conference, High Lift Special Session June 25-28, 2012, New Orleans

Page 2: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Introduction

Prediction of high-lift flows is challenging

2

Page 3: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Introduction

Prediction of high-lift flows is challenging

3

Wing tip vortex

Page 4: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Two parts to this talk

• Brief summary of HiLiftPW-1

– Serves as an overview to the Special Sessions

• Rumsey/Lee-Rausch recent work on Trap Wing

– Corresponding to AIAA paper 2012-2843

4

Page 5: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Brief Summary of HiLiftPW-1

Page 6: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Timeline

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Page 7: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Summary of HiLiftPW-1

• Held Summer 2010 • Open series of international High Lift Prediction

Workshops (HiLiftPW) • Long-term objectives of workshop series

– Assess current prediction capability – Develop modeling guidelines – Advance understanding of physics – Enhance CFD prediction capability for design and

optimization – Provide impartial forum – Identify areas needing additional research & development

• Looking for: overall collective results, trends, and outliers

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Page 8: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

NASA Trapezoidal Wing

• In Langley 14x22 ft Wind Tunnel

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Page 9: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

HiLiftPW-1 participant statistics

9

21 groups 39 entries 15 different CFD codes

Page 10: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

HiLiftPW-1 test cases

• Focused on two configurations: – Config 1 (slat 30 flap 25)

– Config 8 (slat 30 flap 20)*

• Grid convergence studies

• Optional: effect of brackets

• All cases “free air”, fully turbulent

• Compared against 14x22 data corrected to free air conditions

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*Note: Config 8 not discussed here; see J Aircraft 48(6):2068-2079, 2011

Page 11: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

“Clean” vs. brackets

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Page 12: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Typical result

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Configuration 1, medium grid (no brackets)

Including brackets makes comparisons worse

Page 13: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Summary of all results

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-In the collective, CFD tended to under-predict lift, drag, and moment magnitude -There were CFD outliers, especially at higher alphas

Configuration 1, medium grid (no brackets)

Page 14: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Summary of all results

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-In the collective, CFD tended to under-predict lift, drag, and moment magnitude -There were CFD outliers, especially at higher alphas -Some problems at high alphas due to code sensitivity to initial conditions

Configuration 1, medium grid (no brackets)

Page 15: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Summary of all results

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-In the collective, CFD tended to under-predict lift, drag, and moment magnitude -There were CFD outliers, especially at higher alphas -We now think that including transition can have big effect on moment

Configuration 1, medium grid (no brackets)

Page 16: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Predictions near the wing tip

16

body

Flow direction

slat

flap

wing

Page 17: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Predictions near the wing tip

17

Alpha=280, configuration 1

Typical thin-layer N-S Typical full N-S

Page 18: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Statistical analysis

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Coarse grid Medium grid Fine grid

Helpful to identify outliers

Page 19: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Statistical analysis

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Coarse grid Medium grid Fine grid

Helpful to identify outliers

UT5 grid SST model (fully turbulent)

Page 20: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Statistical analysis

20

Coarse grid Medium grid Fine grid

Helpful to identify outliers

SST model (fully turbulent)

SST model (w transition)

Page 21: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Subsequent study at FOI

21

Including brackets and transition (SA model) From AIAA-2011-3009 (Eliasson et al)

Including transition increases lift and decreases moment (both in better agreement with experiment)

Page 22: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Some conclusions from Trap Wing studies to date

• Wing tip region difficult to predict – CFD codes have trouble agreeing with experiment

– CFD codes have trouble agreeing with each other

– Additional targeted grid refinement probably required

– Thin-layer assumption is particularly poor

• Refining grid typically increases lift

• Including brackets decreases lift

• Accounting for transition is particularly important – Increases lift, decreases moment

– Studies by Steed (ANSYS-CFX), Eliasson (FOI), Fares (Exa)

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Page 23: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Cartoon of general CFD behavior

23 (schematic representation)

Page 24: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Cartoon of general CFD behavior

24 (schematic representation)

Page 25: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Cartoon of general CFD behavior

25 (schematic representation)

Page 26: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Cartoon of general CFD behavior

26 (schematic representation)

You may get the right answer for the wrong reason

Page 27: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Why Hold Special Sessions?

• Build on lessons learned from HiLiftPW-1

– Same Trap Wing configuration

– Is there more we can learn?

– Can we do better?

– Make use of new velocity probe information

• Provide forum for new groups to participate

– Many of presenters are new to HiLiftPW

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Page 28: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

NASA Trapezoidal Wing Computations Including Transition

and Advanced Turbulence Modeling

AIAA Paper 2012-2843

Page 29: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Current contribution

• Verification of transition influence

• Investigation of grid and model effect on wake velocity profile predictions

• Influence of turbulence model rotation and curvature corrections

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Page 30: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Results

• Transition was implemented in CFL3D and FUN3D – Langtry-Menter SST model (4-eqn model)

• Very effective engineering tool; good results overall

• Yielded transition regions similar to those from eN method in most regions over the wing

• Agreed best with experimental velocity profiles

• Downside: transition equations can be difficult to converge

– By zeroing out turbulent production in specified regions (FUN3D) • Effective at AoA=13 deg; early separation at high AoA

• Including transition improved predictions significantly – Reduced upper surface flap separation

– Increased lift

30

Re

Page 31: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Comparison of transition prediction

31

AoA=13 deg

Color contours: SST model (blue laminar, red turbulent) Dots: eN method (Eliasson et al)

Re

Page 32: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Results

• Transition was implemented in CFL3D and FUN3D – Langtry-Menter SST model (4-eqn model)

• Very effective engineering tool; good results overall

• Yielded transition regions similar to those from eN method in most regions over the wing

• Agreed best with experimental velocity profiles

• Downside: transition equations can be difficult to converge

– By zeroing out turbulent production in specified regions (FUN3D) • Effective at AoA=13 deg; early separation at high AoA

• Including transition improved predictions significantly – Reduced upper surface flap separation

– Increased lift

32

Re

Page 33: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Velocity profiles

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Page 34: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Effect of transition on velocity profiles

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AoA=28 deg, structured SX1/UX9 grid (no brackets)

Main element, 83% span Flap forward element, 83% span

Page 35: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Results

• Transition was implemented in CFL3D and FUN3D – Langtry-Menter SST model (4-eqn model)

• Very effective engineering tool; good results overall

• Yielded transition regions similar to those from eN method in most regions over the wing

• Agreed best with experimental velocity profiles

• Downside: transition equations can be difficult to converge

– By zeroing out turbulent production in specified regions (FUN3D) • Effective at AoA=13 deg; early separation at high AoA

• Including transition improved predictions significantly – Reduced upper surface flap separation

– Increased lift

35

Re

Page 36: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Results

• Transition was implemented in CFL3D and FUN3D – Langtry-Menter SST model (4-eqn model)

• Very effective engineering tool; good results overall

• Yielded transition regions similar to those from eN method in most regions over the wing

• Agreed best with experimental velocity profiles

• Downside: transition equations can be difficult to converge

– By zeroing out turbulent production in specified regions (FUN3D) • Effective at AoA=13 deg; early separation at high AoA

• Including transition improved predictions significantly – Reduced upper surface flap separation

– Increased lift

36

Page 37: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Results

• Transition was implemented in CFL3D and FUN3D – Langtry-Menter SST model (4-eqn model)

• Very effective engineering tool; good results overall

• Yielded transition regions similar to those from eN method in most regions over the wing

• Agreed best with experimental velocity profiles

• Downside: transition equations can be difficult to converge

– By zeroing out turbulent production in specified regions (FUN3D) • Effective at AoA=13 deg; early separation at high AoA

• Including transition improved predictions significantly – Reduced upper surface flap separation

– Increased lift, decreased moment

37

Page 38: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

AoA=13 deg

38

Velocity contours near 85% span

Velocity contours near 85% span

u/U=1.9

0

ReSST SST

(no brackets)

Page 39: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

39

CFL3D results (no brackets)

Lift and moment predictions

Page 40: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Results

• Grid resolution issues

– Unstructured grids mis-predicted wake profiles (too diffused)

– Automatic grid adaption would be helpful

• Rotation and curvature corrections in turbulence models helped

– Increased lift (reduced upper surface pressures)

– Improved resolution of wing tip vortex

40

Page 41: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

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Main element, 83% span Flap forward element, 83% span

Effect of grid on velocity profiles AoA=28 deg (no brackets)

Page 42: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Comparison of grid section cuts

42

Better wake resolution

Structured grid SX1/UX9 Unstructured grid UH16

Near 85% span

Page 43: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

43

Main element, 83% span Flap forward element, 83% span

Effect of brackets and transition on velocity profiles

AoA=28 deg, unstructured UH16 grid

Page 44: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Results

• Grid resolution issues

– Unstructured grids mis-predicted wake profiles (too diffused)

– Automatic grid adaption would be helpful

• Rotation and curvature corrections in turbulence models helped

– Increased lift (reduced upper surface pressures)

– Improved resolution of wing tip vortex

44

Page 45: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Rotation/curvature corrections

45

• Tested: SA-R, SA-RC, SST-RC, SST-RC • Example of effect of SA vs. SA-RC:

Re

AoA=13 deg (with brackets)

Page 46: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Rotation/curvature corrections

46

• Tested: SA-R, SA-RC, SST-RC, SST-RC • Example of effect of SA vs. SA-RC:

Re

Still getting poor predictions near the wing tip

AoA=13 deg (with brackets)

Page 47: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Rotation/curvature corrections

47

SA SA-RC

Peak vortex strength increased over 20%

Vorticity contours

Page 48: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Conclusions

• Brief summary of HiLiftPW-1 given • Brief summary of recent NASA LaRC results given • Predicting CL,max accurately for the “right” reasons is

still a challenge for CFD • Many pieces have influence:

– Transition – Turbulence modeling (e.g., RC effects) – Geometric fidelity (e.g., brackets) – Grid resolution, both global and local (e.g., tip vortex and

wake regions)

• Upcoming talks this session and tomorrow AM – Many Trap Wing studies: including transition, separation,

unsteady, adaptive, and uncertainty quantification

48

Page 49: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Comparison with brackets

49

FOI study (SA) Current FUN3D results

Page 50: NASA Trapezoidal Wing Computations Including … Trapezoidal Wing Computations Including Transition and Advanced Turbulence Modeling C. L. Rumsey and E. M. Lee-Rausch NASA Langley

Conclusions

• Brief summary of HiLiftPW-1 given • Brief summary of recent NASA LaRC results given • Predicting CL,max accurately for the “right” reasons is

still a challenge for CFD • Many pieces have influence:

– Transition – Turbulence modeling (e.g., RC effects) – Geometric fidelity (e.g., brackets) – Grid resolution, both global and local (e.g., tip vortex and

wake regions)

• Upcoming talks this session and tomorrow AM – Many Trap Wing studies: including transition, separation,

unsteady, adaptive, and uncertainty quantification

50