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Tinoco & Venkatakrishnan 3rd CFD Drag Prediction Workshop San Francisco, California – June 2006 © The Boeing Company 2006 1 Case 2 DPW-W1/W2 Drag Prediction for the 3 rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology & Research Boeing Commercial Airplanes P.O. Box 3707 MC 67-LK Seattle, WA 98124-2207

Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

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Page 1: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

1

Case 2 DPW-W1/W2 Drag Prediction for the3rd CFD Drag Prediction Workshop

Edward N. Tinoco&

Venkat Venkatakrishnan

Enabling Technology & ResearchBoeing Commercial Airplanes

P.O. Box 3707 MC 67-LKSeattle, WA 98124-2207

Page 2: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

2

Investigate the use of a “Production Navier-Stokes AnalysisSystem” for CFD Drag Prediction

-Major interest is in the prediction of drag increments

-Use “standard” processes as much as possibleAcknowledgement

None of this work would have been possible without the considerable contributions of:N. Jong Yu

Tsu-Yi Bernard SuTsong-Jhy Kao

Senthan SwaminathanMoeljo Hong

Emanuel R Setiawan

Objective

Page 3: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

3

• Developed at NASA Langley (Jim Thomas, Kyle Anderson, BobBiedron, Chris Rumsey, & …)

• Finite volume• Upwind biased and central difference• Multigrid and mesh sequencing for acceleration• Multiblock with 1-1 blocking, patched grid, and overlap-grid• Numerous turbulence models

– Spalart-Almaras SA Model– Menter’s k-ω SST Model

• Time accurate with dual-time stepping• Runs efficiently on parallel machines through MPI

Run with ICEM Generated Structured Grids

CFL3D – Thin Layer Navier-Stokes Code

Page 4: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

4

• Developed by Metacomp Technogies• Unified grid, unified physics and advanced numerical discretization and

solution framework.• Finite volume• Upwind biased• Multigrid for acceleration• Arbitrary elements and has overset capabilities.• Choice of turbulence models

– Spalart-Almaras SA Model– k-ε-Rt Μodel

• Time accurate with dual-time stepping• Runs efficiently on parallel machines through MPI

Limited runs with:– ICEM Structured Grids– Cessna Unstructured Grids

CFD++ – Unstructured Grid Navier-Stokes Code

Page 5: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

5

DPW-W2 Creation

Objective: Create a companion wing to DPW-W1 for drag increment prediction• Maintain the same planform and thickness• Use optimization to change camber and twist

• TRANAIR single-point optimization– Sequential Quadratic Programming

– Linear Constraints– Nonlinear Objectives

• Minimize drag at a specified lift• Variables: 5 camber variables + twist + shear @ 7 spanwise locations

DPW-W1 DPW-W2

Page 6: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

6

DPW-W1/W2 Shape Comparisons

Page 7: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

7

DPW-W1/W2 ICEM Structured GridsMedium Grid

Page 8: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

8

DPW-W1/W2Typical K-GridO-O Topology

ICEM

Page 9: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

9

DPW-W1/W2Typical I-GridO Topology

ICEM

Page 10: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

10

Structured Multi-Block DPW-W1/W2 GridsConstructed with ICEM

Gridding Guidelines not met - Grids were not uniformly refined!

I_1 I-2 I_3 J_1 J_2 J_3 K_1 K_2 Total Grid Size

Coarse 73 25 73 49 25 49 33 49 1.60E+06

Medium 81 33 81 73 33 73 49 73 4.20E+06

Medium Fine 121 49 121 73 49 73 65 97 8.60E+06

Fine 145 49 145 105 49 105 73 105 1.47E+07

I_ 1

K _1

I_ 3

I_2

K_2

J_3

J_1

J_2K_1

K_2

Page 11: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

11

DPW-W1/W2 – Drag Convergence – CFL3D

Page 12: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

12

DPW-W1 – Wing Cp’s – Grid Convergence – CFL3D

Page 13: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

13

DPW-W1 – Wing Cp’s – Turbulence Modeling Effects – CFL3D

Page 14: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

14

DPW-W1 vs W2 – Wing Cp’s – CFL3D

Page 15: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

15

DPW-W1 / W2 – Lift and Pitching Moment – CFL3D

Page 16: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

16

DPW-W1 / W2 – Polar Shape - Code/Turbulence Modeling

Page 17: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

17

DPW-W1 / W2 – Drag Polar Increments

Page 18: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

18

DPW-W1 / W2 – Total Drag Grid Convergence – CFL3D

Page 19: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

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DPW-W1 / W2 – Skin Friction Grid Convergence – CFL3D

Page 20: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

20

DPW-W1 / W2 – Drag Increment Grid Convergence – CFL3D

Page 21: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

21

DPW-W1 / W2 – Total Drag Grid Convergence – CFD++

Page 22: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

22

DPW-W1 / W2 – Drag Increment Grid Convergence – CFD++

Page 23: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

23

Concluding RemarksCFL3D – Structured ICEM Grids

•Convergence characteristics not as good as seen for F6 cases

•More variation in grids

CFD++ - Structured ICEM Grids

• Good convergence characteristics

CFD++ - Unstructured Cessna Grids

• No convergence problems on Cessna medium grid for W1.

• Divergence observed on all cases for W2 except for a =2 deg.Solution for all other angles obtained using this as a restart solution.

We should rename to the Grid Convergence Workshop

Page 24: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

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Backup

Page 25: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

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Page 26: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

26

DPW-W1 Pressure Distributions

Page 27: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

27

DPW-W2 Pressure Distributions

Page 28: Case 2 DPW-W1/W2 Drag Prediction for the 3 CFD …Case 2 DPW-W1/W2 Drag Prediction for the 3rd CFD Drag Prediction Workshop Edward N. Tinoco & Venkat Venkatakrishnan Enabling Technology

Tinoco & Venkatakrishnan

3rd CFD Drag Prediction WorkshopSan Francisco, California – June 2006

© The Boeing Company 2006

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