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1 st High Lift Prediction Workshop Contribution to 1 st High Lift Prediction Workshop Pravin Peddiraju BETA CAE SYSTEMS USA Andy Luo SWIFT Engineering

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Page 1: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

1st High Lift Prediction Workshop

Contribution to 1st High Lift Prediction Workshop

Pravin Peddiraju – BETA CAE SYSTEMS USA

Andy Luo – SWIFT Engineering

Page 2: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

1st High Lift Prediction Workshop

Grid Generation

Overview

• ANSA (geometry handling, surface and volume meshing)

• Unstructured grids with mixed elements – Prisms, Pyramid, and

Tetrahedral elements

• Grids prepared for Cell Centered Solver

• Configurations studied

Config1 (Slat 30 Flap 25) – Coarse, Medium, and Fine grid level

Config8 (Slat 30 Flap 20) – Medium grid level

Grids were not generated for brackets

Page 3: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

1st High Lift Prediction Workshop

Grid Generation

Grid Specifications

• 100 million cell limit for the grids.

• Number of cells along Trailing Edges was modeled according to the

guidelines for each grid level

• Finer mesh was generated along slat, wing and flap tips and roots

• Boundary layers with multiple growth rates were generated on all

viscous regions

Growth rate 1 (GR1) = 1.2, No. of Layers = 22

Growth rate 2 (GR2) = 1.0, No. of Layers = 22

Growth rate 3 (GR3), grown to aspect ratio of 0.8, No .of Layers = 11

• Tetrahedral elements were generated on top of the GR3 layers with a

growth rate of 1.2

Page 4: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

1st High Lift Prediction Workshop

Grid Generation

Grid Statistics

Config1 Config8

Coarse Medium Fine Medium

No. of cells along TE 4 6 9 6

Field Nodes

(Million)5.8 14.5 35.1 14.5

Field Cells (Million) 13.7 32.7 78 32.7

Increment in Cells 1 2.4 2.4 2.4

BL Cells 10.6 26.9 65.6 26.9

Percentage of Prisms

in Field Cells74.9% 81.6% 83.8% 81.6%

Page 5: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

1st High Lift Prediction Workshop

Grid Generation

Surface Mesh

Coarse

Medium

Fine

Wing TE - Coarse

Wing TE - Medium

Wing TE - Fine

Wing Trailing Edge

Page 6: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

1st High Lift Prediction Workshop

Grid Generation

Volume Mesh

Coarse

Medium

Fine

Page 7: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

1st High Lift Prediction Workshop

Solver Setup

• Cooperative study by Swift Engineering and BETA CAE Systems

• Solver used, CFD++

• Used a Realizable k-epsilon turbulence model

• Flow Conditions:

– Mach = 0.2

– Reynolds Number 4.3e6 based on MAC

– MAC of 39.634 in

– Reference Temp of 520 R

• Cases Studied:

– Case 1: Grid Convergence

• Angles-of-attack at 13 degrees and 28 degrees

– Case 2: Flap Deflection Prediction Study

• Flap Deflection of 25 degrees and 20 degrees

Page 8: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

Case 1: Grid Convergence Study

Cell Count CL CD CM

Coarse 13,738,741 1.6944 0.2739 -0.3558

Medium 32,754,639 1.8132 0.2893 -0.3837

Fine 78,006,183 2.0082 0.3266 -0.4754

1st High Lift Prediction Workshop

Alpha = 13 degrees

Page 9: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

Case 1: Grid Convergence Study

Cell Count CL CD CM

Coarse 13,738,741 1.8195 0.5681 -0.2254

Medium 32,754,639 2.4487 0.5979 -0.2708

Fine 78,006,183 2.7087 0.6504 -0.3542

1st High Lift Prediction Workshop

Alpha = 28 degrees

Page 10: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

Case 1: Grid Convergence Study

1st High Lift Prediction Workshop

Lift Curve

0

0.5

1

1.5

2

2.5

3

3.5

-5 0 5 10 15 20 25 30 35 40

Alpha

CL

Experimental DataMedium Grid: Fresh StartMedium Grid: ProgressiveFine Grid: Fresh StartFine Grid: Progressive

Page 11: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

Case 1: Grid Convergence Study

1st High Lift Prediction Workshop

Drag Curve

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

-5 0 5 10 15 20 25 30 35 40

Alpha

CD

Experimental DataMedium Grid: Fresh StartMedium Grid: ProgressiveFine Grid: Fresh StartFine Grid: Progressive

Page 12: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

Case 1: Grid Convergence Study

1st High Lift Prediction Workshop

Drag Polar

0

0.5

1

1.5

2

2.5

3

3.5

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1

CD

CL

Experimental DataMedium Grid: Fresh StartMedium Grid: ProgressiveFine Grid: Fresh StartFine Grid: Progressive

Page 13: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

Case 1: Grid Convergence Study

1st High Lift Prediction Workshop

Moment Curve

-0.6

-0.5

-0.4

-0.3

-0.2

-0.1

0

-5 0 5 10 15 20 25 30 35 40

Alpha

CM

Experimental DataMedium Grid: Fresh StartMedium Grid: ProgressiveFine Grid: Fresh StartFine Grid: Progressive

Page 14: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

Case 2: Flap Deflection Prediction Study

1st High Lift Prediction Workshop

Alpha CL CD CM

6 1.3499 0.1795 -0.3993

13 1.8132 0.2893 -0.3837

21 2.3165 0.4572 -0.3743

28 2.4487 0.5979 -0.2708

32 1.5512 0.6582 -0.2402

34 1.4405 0.7020 -0.2012

37 1.2924 0.7723 -0.2262

Alpha CL CD CM

6 1.2639 0.1564 -0.3846

13 1.7535 0.2657 -0.3803

21 2.2623 0.4300 -0.3703

28 1.5259 0.4932 -0.2490

32 1.4953 0.5624 -0.2672

34 1.4434 0.6762 -0.1938

37 1.2768 0.7418 -0.2207

Configuration 1:Flap 25 degrees Configuration 1:Flap 20 degrees

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Case 2: Flap Deflection Prediction Study

1st High Lift Prediction Workshop

Page 16: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

Flap Separation: Coarse

13 degrees 28 degrees

1st High Lift Prediction Workshop

Page 17: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

Flap Separation: Medium

13 degrees 28 degrees

1st High Lift Prediction Workshop

Page 18: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

Flap Separation: Fine

13 degrees 28 degrees

1st High Lift Prediction Workshop

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Flap Separation: Case 2 Medium

13 degrees 28 degrees

1st High Lift Prediction Workshop

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Flow Confluence: Coarse

1st High Lift Prediction Workshop

Page 21: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

Flow Confluence: Medium

1st High Lift Prediction Workshop

Page 22: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

Flow Confluence: Fine

1st High Lift Prediction Workshop

Page 23: Contribution to 1st High Lift Prediction Workshop · Case 2: Flap Deflection Prediction Study 1st High Lift Prediction Workshop Alpha CL CD CM 6 1.3499 0.1795 -0.3993 13 1.8132 0.2893

Flow Confluence: Case 2 Medium

1st High Lift Prediction Workshop

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Pressure Contours

50% Span 95% Span

1st High Lift Prediction Workshop

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Summary

• Cooperative effort between Swift Engineering and BETA CAE Systems

• 100 Million cell limit is a very tight constraint for High Lift Prediction

• Hysteresis was demonstrated in the computations

• Medium Grid level begins to capture flow phenomenon

– Flap Side of Body separation

– Confluent Boundary Layers

• Need a “Fine” grid minimum to properly predict coefficients

• Was not able to accurately predict near CLmax conditions.

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Future Studies

• Determine initialization issues

• Reanalyze Both cases in the same manner

• Investigate multiple turbulence models