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Accurate nearbody predictions at intermediate Reynolds numbers Dr. Gabriel Weymouth, Audrey Maertens Southampton Marine and Maritime Institute, Southampton Center for Ocean Engineering, MIT
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near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Apr 28, 2018

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Page 1: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Accurate near‐body predictions at intermediate Reynolds numbers

Dr. Gabriel Weymouth, Audrey MaertensSouthampton Marine and Maritime Institute, Southampton

Center for Ocean Engineering, MIT

Page 2: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Maritime field adopting new design criterion and applying novel concepts

Page 3: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Marine field (biology, paleontology, and sport) eager to utilize technology

Page 4: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Hydrodynamic object recognition using pressure sensing

• Blind cave fish use pressure in efficient propulsion, navigation, and predator avoidance

• Applications in autonomous vehicles, harbor safeguarding, energy extraction…

• Re = 2K‐100K

Vorticity of pitching and heaving foil

Mexican tetra

Page 5: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Predictions of near‐field pressure and separation at low angles of attack

Induced change in pressure field passing circular cylinder Can induce separation, but not in this case!

pressure

Fernandez et al MTS 2011

Page 6: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Direct Forcing generates nonphysical separation and surface pressures

Page 7: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Jump in velocity gradient across boundary causes numerical pressure instability

Griffith & Peskin JCP 2005Muldoon & Acharya  IJNM 2008Guy & Hartenstine JCP 2010

wall

flowwall

flow

Problem is exacerbated at higher Reynolds numbers

Problem is exacerbated at higher Reynolds numbers

Page 8: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Obviously, it’s time to throw in the towel

• Switch to cut‐cell method– Sharp interface

Page 9: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Obviously, it’s time to throw in the towel

• Switch to cut‐cell method– Sharp interface

–Much more complex

– Stability problems which require lots of numerical trickery to avoid

The smoothing wasn’t the problemLet’s try reformulating the system…The smoothing wasn’t the problemLet’s try reformulating the system…

Page 10: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Coupled two‐domain problem: Fluid system with irregular boundary data

Page 11: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Coupled two‐domain problem: Fluid system with irregular boundary data

Want one continuous GEQ over the complete domain

Page 12: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Finite kernel convolution of the GEQs unifies the equation domain

Boundary Data Immersion MethodWeymouth & Yue, JCP 2011

Page 13: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Second‐order Taylor expansion simplifies the integrated governing equations

Boundary Data Immersion MethodMaertens & Weymouth, JCP (in review)

Page 14: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Kernel moments are smooth functions of distance to the fluid/body boundary

Never need to explicitly integrate over domains

K

Page 15: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Second‐order BDIM governing equation 

• First two terms are “mixed” fluid/body system

• Last term is a correction for discontinuity

• Simple algebraic adjustment to uncoupled fluid system 

• Enables (near trivial) Cartesian‐grid method to make excellent predictions

Page 16: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Direct Forcing is first‐order andneglects the pressure weighting 

1

Page 17: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Inclusion of 0 in Poisson equation stabilizes pressure in nonlinear cases

• Enforces correct pressure boundary condition

• Improves pressure conditioning

Page 18: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Inclusion of 0 in Poisson equation stabilizes pressure in nonlinear cases

• Giant cavity remains stable and gives correct pinch‐off

• Simple adjustment ensures robust solution

Bergmann et al PRL 2006

Page 19: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Second‐order term controls shear gradient discontinuity and removes bias

• 1D unsteady channel flow at Re=1000• Both 1st order methods have similar error• 2nd order is improved throughout

Page 20: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Second‐order enables near field predictions on separated foil test case

• SD7003 at 4o AOA, Re=10K– Low curvature foil with fine trailing edge– Very sensitive to IB treatment

Page 21: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Second‐order enables near field predictions on separated foil test case

• Sharp SD7003 at 4o AOA

• Enables analytic treatment of sharp trailing edge

Time‐averaged velocity 

magnitude

Page 22: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Second‐order enables near field predictions on separated foil test case

• O(1) method diverges due to pressure instability

• BDIM O(2) matches body‐fitted predictions

* 1st ordero 2nd order

Page 23: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Second‐order at higher Reynolds number

• At Re ~ 25K the flow becomes three‐dimensional at the trailing edge

Spanwise vorticity iso‐contours

Page 24: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Heaving and pitching foil at Re=100K

Leading edge vortex remains 

attached

Leading edge vortex remains 

attached Tuncer & Platzer 2000

Page 25: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Heaving and pitching foil at Re=100K

• O(2) predicts smooth lift

• Reduces mean drag error from 20% to 5%

Page 26: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Fish model open water pressure

• 3D axisymmetric foil at Re=6K

Windsor et al JEB 2003

Page 27: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Direct Forcing generates nonphysical separation and surface pressures

Page 28: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Second‐order method predicts correct near‐body pressure and velocity

Page 29: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Current Status

• BDIM: Analytic convolution GEQ with simple numerical implementations

• First‐order BDIM applies accurate nonlinear pressure BCs

• Second‐order BDIM controls gradient discontinuity at intermediate Re

[email protected] to:Audrey Maertens, Michael Triantafyllou, Dick Yue @ MIT

[email protected] to:Audrey Maertens, Michael Triantafyllou, Dick Yue @ MIT

Page 30: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

Future Directions

• Speed‐up through optimizing

• High Re by incorporating BL data 

• Continue fun and challenging applications

[email protected] to:Audrey Maertens, Michael Triantafyllou, Dick Yue @ MIT

[email protected] to:Audrey Maertens, Michael Triantafyllou, Dick Yue @ MIT

Page 31: near body predictions at intermediate Reynolds numbersdutw1479.wbmt.tudelft.nl/.../presentation_euromech549_weymouth.pdf · Accurate near‐body predictions at intermediate Reynolds

[email protected] to:Audrey Maertens, Michael Triantafyllou, Dick Yue @ MIT

[email protected] to:Audrey Maertens, Michael Triantafyllou, Dick Yue @ MIT