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© 2006 ANSYS, Inc. All rights reserved. 1 ANSYS, Inc. Proprietary CFD for Microfluidics CFD for Microfluidics Application Examples Fluent Ralf Kröger, [email protected] Fluent Deutschland GmbH Application Examples Fluent Ralf Kröger, [email protected] Fluent Deutschland GmbH

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Page 1: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 1 ANSYS, Inc. Proprietary

CFD for MicrofluidicsCFD for Microfluidics

Application Examples Fluent

Ralf Kröger, [email protected] Deutschland GmbH

Application Examples Fluent

Ralf Kröger, [email protected] Deutschland GmbH

Page 2: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 2 ANSYS, Inc. Proprietary

Examples on what we have simualted in microfluidics

• Fluid transport mechanisms

• Drop forming (emulsions)

• Macroscopic Particle Model (MPM)

• Mixing mechanisms

ContentContent

Page 3: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 3 ANSYS, Inc. Proprietary

• Advantages:

– Small sample volumes– Decreased analysis times– Readily automated– Parallelizable– Portable– Low materials cost

• Challenges

– Minimize dispersion– Enhance mixing– Integration/Packaging

Why microfluidics ?Why microfluidics ?

Page 4: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 4 ANSYS, Inc. Proprietary

• Applications:

– Biological/chemical agent detection– Drug discovery (high-throughput screening)– Point-of-care diagnostics– DNA sequencing– Drug delivery– Lab on a chip– Diagnostic equipment– Micro-reactors– Ink jet printing– Fuel cells Quantitative gene expression results using a Polymerase

chain reaction, Applied Biosystems

Industries:FoodPharmaCosmeticsMedicineBiotechnology

Microfluidic TechnologyMicrofluidic Technology

Page 5: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 5 ANSYS, Inc. Proprietary

• Transport of fluids and species and cells

• Droplet creation and breakup

• Mixing and Dispersion

• Reactions

Design concerns in

microfluidic devices

Design concerns in

microfluidic devices

Page 6: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 6 ANSYS, Inc. Proprietary

• “Neutral” hydrodynamics (NHD)

• pressure• centrifugal forces• surface tension

• Electrohydrodynamics (EHD)

• electrophoresis• electro-osmosis• isotachophoresis

Transport mechanismsTransport mechanisms

Page 7: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 7 ANSYS, Inc. Proprietary

• Pumps use a combination of nozzles and a membrane diaphragm or piezo-elements to operate

• FSI applications

Pressure Driven: Micro PumpsPressure Driven: Micro Pumps

Page 8: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 8 ANSYS, Inc. Proprietary

Surface Tension Driven FlowsSurface Tension Driven Flows

Page 9: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 9 ANSYS, Inc. Proprietary

Wetting angle 45° Fluent Modul VOF

small channel height 0.25 mm small channel height1 mm

Surface Tension Driven Flow:

Capillary Stops

Surface Tension Driven Flow:

Capillary Stops

Page 10: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 10 ANSYS, Inc. Proprietary

Wetting angle 70° Fluent Modul VOF

Pressure Driven Flow:

With surface tension effects

Pressure Driven Flow:

With surface tension effects

Page 11: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 11 ANSYS, Inc. Proprietary

Fully Wetting Fluent Modul VOF

Pressure Driven Flow:

With surface tension effects

Pressure Driven Flow:

With surface tension effects

Page 12: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 12 ANSYS, Inc. Proprietary

• Need to produce mono-dispersed droplets of defined sizefor various emulsification processes and for metering varying volumes of chemical samples.

• process variables are easy to manipulate

Droplet generationDroplet generation

Page 13: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 13 ANSYS, Inc. Proprietary

• Emulsions formed because droplets were pinched off by the flow fluid

• size of the droplet controlled by velocity of the water and oil

• wall surface must be hydrophobic– If wall surface is hydrophilic stratified flow resulted

Micro T junction:

Water in oil emulsions

Micro T junction:

Water in oil emulsions

Page 14: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 14 ANSYS, Inc. Proprietary

• Hydrophobic wall

• Hydrophilic wall

Red – OilBlue – Water

Micro T junction:

Water in oil emulsions

Micro T junction:

Water in oil emulsions

Page 15: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 15 ANSYS, Inc. Proprietary

Thanks to Mark Kielpinski

Institut für Physikalische Hochtechnologie e.V. Jena BMBFFörderkennzeichen 16SV1998

Micro T junction:

Water in oil emulsions

Micro T junction:

Water in oil emulsions

Page 16: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 16 ANSYS, Inc. Proprietary

• Link et al., Geometrically mediated breakup of drops in microfluidic devices, PRL, Feb 2004, proposed the use of T junctions with differently sized arms to generate a controlled poly-disperse emulsion

Micro T junction: Emulsions with

defined Particle Size Distribution

Micro T junction: Emulsions with

defined Particle Size Distribution

Page 17: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 17 ANSYS, Inc. Proprietary

Fluent simulations

Video from experiments

http://focus.aps.org/story/v13/st4

Micro T junction:

Symmetric breakup

Micro T junction:

Symmetric breakup

Page 18: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 18 ANSYS, Inc. Proprietary

• Ratio of the length of the arms: 1:5.2• Ratio of the size of droplets: 5.2:1 (Experimental)• Ratio of the size of droplets: 5.4:1 (Fluent predictions)

Micro T junction:

Non-Symmetric breakup

Micro T junction:

Non-Symmetric breakup

Page 19: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 19 ANSYS, Inc. Proprietary

Micro T junction:

Cascading Drop Production

Micro T junction:

Cascading Drop Production

Page 20: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 20 ANSYS, Inc. Proprietary

Micro T junction:

Drop–Channel–Ratio is important

Micro T junction:

Drop–Channel–Ratio is important

Page 21: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 21 ANSYS, Inc. Proprietary

Y-JunctionY-Junction

Page 22: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 22 ANSYS, Inc. Proprietary

Application: Ink JetApplication: Ink Jet

Page 23: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 23 ANSYS, Inc. Proprietary

Macroscopic Particle ModelMacroscopic Particle Model

Page 24: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 24 ANSYS, Inc. Proprietary

Macroscopic Particle ModelMacroscopic Particle Model

Page 25: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 25 ANSYS, Inc. Proprietary

Macroscopic Particle ModelMacroscopic Particle Model

Particle

Particle Velocity

Touched Cells

Fluid Cells

Particle Velocity imposed on touched cells

Fluid Velocity

Page 26: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 26 ANSYS, Inc. Proprietary

• Major problem with micro scale is lack of turbulence• Mixers cannot use impellors• Diffusion mixing is dominant• Contact time is limited by device dimensions• Mixer types

– Static mixers• Vortex mixer• T/Y-joints• U-tube configuration

– Dynamic mixers• Oscillating jet

– Mixing in drops

MixersMixers

Page 27: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 27 ANSYS, Inc. Proprietary

• Diffusion coefficient - 1e-9

• Diffusion coefficient - 1e-10

– (typical miscible liquids)

• Diffusion coefficient - 1e-11

Diffusion EffectsDiffusion Effects

Page 28: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 28 ANSYS, Inc. Proprietary

• Continuous jets set up an oscillating flow• Mixed product removed from both outlets• Larger contact area between reagent streams then for co-flow system

Oscillating jet mixerOscillating jet mixer

Page 29: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 29 ANSYS, Inc. Proprietary

Mixing by secondary flowsMixing by secondary flows

Page 30: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 30 ANSYS, Inc. Proprietary

Institut für Physikalische Hochtechnologie e.V. Jena BMBFFörderkennzeichen 16SV1998

Injection adding and mixing by Injection adding and mixing by Injection adding and mixing by Injection adding and mixing by

secondary flow in drops in channelssecondary flow in drops in channelssecondary flow in drops in channelssecondary flow in drops in channels

Injection adding and mixing by Injection adding and mixing by Injection adding and mixing by Injection adding and mixing by

secondary flow in drops in channelssecondary flow in drops in channelssecondary flow in drops in channelssecondary flow in drops in channels

Page 31: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 31 ANSYS, Inc. Proprietary

Institut für Physikalische Hochtechnologie e.V. Jena BMBFFörderkennzeichen 16SV1998

Simulation of Injection addingSimulation of Injection adding

Page 32: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 32 ANSYS, Inc. Proprietary

Institut für Physikalische Hochtechnologie e.V. Jena BMBFFörderkennzeichen 16SV1998

Mixing Drop in channel: PIV resultsMixing Drop in channel: PIV results

Page 33: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 33 ANSYS, Inc. Proprietary

in the drop reference frame wall moves to the left

drop moves to the right (2D-simulation)

Mixing vortices within moving long dropMixing vortices within moving long drop

Page 34: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 34 ANSYS, Inc. Proprietary

Institut für Physikalische Hochtechnologie e.V. Jena BMBFFörderkennzeichen 16SV1998

Mixing Drop in bending channel

PIV results

Mixing Drop in bending channel

PIV results

Page 35: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 35 ANSYS, Inc. Proprietary

Two fluids

2D rotation around centerOnly wall effects

Mixing in rotating compartmentsMixing in rotating compartments

Page 36: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 36 ANSYS, Inc. Proprietary

lab reference frame

2D rotation around center

Mixing in rotating compartmentsMixing in rotating compartments

Page 37: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 37 ANSYS, Inc. Proprietary

moving reference frame

2D rotation around center

Mixing in rotating compartmentsMixing in rotating compartments

Page 38: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 38 ANSYS, Inc. Proprietary

2D rotation off center

Mixing in rotating compartmentsMixing in rotating compartments

Page 39: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 39 ANSYS, Inc. Proprietary

2D rotation off center

moving reference frame

Mixing in rotating compartmentsMixing in rotating compartments

Page 40: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 40 ANSYS, Inc. Proprietary

Top light fluid (900 kg/m^3)Bottom heavy fluid (1000 kg/m^3)

2D rotation off centerWall and gravity effects

Gravity

Mixing in rotating compartmentsMixing in rotating compartments

Page 41: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 41 ANSYS, Inc. Proprietary

Interestingmixing plane

2D rotation off centerWall and gravity effects

Mixing in rotating compartmentsMixing in rotating compartments

Page 42: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 42 ANSYS, Inc. Proprietary

• CFD gives ‘perfect’ simulation• Much quicker to model multiple geometries• All information obtained, not just at selective

datum points• Easy interpretation of results• May need some validation to prove results

DiscussionDiscussion

Page 43: CFD for Microfluidics -  · PDF fileCFD for Microfluidics Application Examples Fluent ... Wetting angle 45° Fluent Modul VOF ... • Much quicker to model multiple geometries

© 2006 ANSYS, Inc. All rights reserved. 43 ANSYS, Inc. Proprietary

Thanks a lot for Your attention !

Thanks to

Rob Woolhouse, Fluent Europe Ltd, UKMarc Horner, Fluent Evanston, USASrinivasa Mohan, Fluent India

Mark Kielpinski, Institut für Physikalische Hochtechnologie e.V. Jena

Thank You !Thank You !

Ralf Kröger, Fluent Deutschland GmbH, [email protected]