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Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The University Of Birmingha
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Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

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Page 1: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Microfluidic Free-Surface Flows: Simulation and ApplicationMicrofluidic Free-Surface Flows: Simulation and Application

J.E Sprittles

Y.D. Shikhmurzaev

Indian Institute of Technology, Mumbai

November 5th 2011

The University

Of Birmingham

Page 2: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Worthington 1876 – First Experiments

Page 3: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Worthington’s Sketches

Millimetre sized drops of milk on smoked glass.

Page 4: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Millimetre Drop Impact

Courtesy of Romain Rioboo

1 2

3 4

Page 5: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Flow Control Using Chemically Patterned Solids

Hydrophobic

Hydrophilic

Page 6: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Inkjet Printing: Impact of Microdrops

100 million printers sold yearly in graphic arts.

Drops ejected have:

Radius ~ 10micronsImpact ~ 10m/s

Surface physics are dominant.

Inkjet printing is now replacing traditional fabrication methods...

Page 7: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Polymer – Organic LED (P-OLED) Displays

Page 8: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Inkjet Printing of P-OLED Displays

Microdrop Impact & Spreading

Page 9: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Why Develop a Model?

11 - Recover Hidden Information- Recover Hidden Information

22 - Map Regimes of Spreading - Map Regimes of Spreading

3 – Experiment3 – ExperimentRioboo et al (2002) Dong et al (2002)

2mm 50 m

Page 10: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Previous Modelling of Drop Spreading

Phenomena

Previous Modelling of Drop Spreading

Phenomena

Page 11: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

r

Pasandideh-Fard et al 1996

The Contact Angle

r

t

d( )d f t

d e

• Contact angle is required as a boundary condition Contact angle is required as a boundary condition for the free surface shape.for the free surface shape.

Page 12: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Conventional Approach – Contact Angle

1 3 2cose e e e

R

σ1

σ3 - σ2

Young Equation Young Equation Dynamic Contact Angle FormulaDynamic Contact Angle Formula

)

θd

U

Assumption:Assumption:A unique angle for each speedA unique angle for each speed

edθ = ( )f U

Page 13: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Is the Angle Always a Function of the Speed?(Experiments of Bayer & Megaridis 06)

1mm

60e

Water

10.18ms

10.25ms

)

U

d

-1(ms )U

d 30d d ( )f U

Page 14: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Hydrodynamic Assist to Wetting

Blake & Shikhmurzaev 02

U, cm/s

dθControlled Flow Rate

dθU

d ( )f U

Page 15: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Specific Physics of Wetting:

Interface Formation

Specific Physics of Wetting:

Interface Formation

Mathematics
Consider a new approach - use the ifm derived in 1993 by yds.1) Briefly describe the modelShow you how in this framework2)we see how the additional physics naturally resolved two issues of no-solution and dynamic angle without ad-hoc assumptions3) Show limits in which analytic progress is possible. before moving onto full problem
Page 16: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

The Simplest Model of Interface Formation (Shikhmurzaev 93)

uu 0, Re u u P + FSt

t

s1

1

1

1 1s1

1 1s11 1

11|| ||

v 0

n P n n

n P (I nn)=-

(u v ) n

( v )

5(v u )

4

s se

s sses

s

ff

t

t

* 12 || ||2

2 2s2

2 2s22 2

11

2|| || || 2 22

1,2 (0) 1,2

n [ u ( u) ] (I nn) (u U )

(u v ) n

( v )

v (u U ) , v U

s se

s sses

s s

s s

t

In the bulk:

On liquid-solid interfaces:

At contact lines:

On free surfaces:

Interface Formation Model

s s1 1 1 2 2 2

1 3 2

v e v e 0

cos

s s

d

/ 0U L

1

1 1 1 1 1||

u 0

n P n n

n P (I nn)=0

; ; v =u s s se e

ff

t

*|| ||

2 2 2 2

12|| || || 22

n [ u ( u) ] (I nn) (u U )

u U

; ;

v (u U ), v U

s se e

s s

e

Conventional Model

1,2 1,21,2 s1,2 1,2( v )

s sses

t

1,2 s

1,2 1,2 1,2 1,2( v )s

s s se

U

L t

U

Page 17: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Numerical Simulation of Drop Impact and

Spreading Phenomena

Numerical Simulation of Drop Impact and

Spreading Phenomena

Page 18: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Graded Mesh – For Both Models

Page 19: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

The Spine Method for Free Surface Flows

The Spine

Nodes fixed on solid.

Nodes define free surface.

Page 20: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Arbitrary Lagrangian-Eulerian Mesh Design

JES & YDS 2011, Int. J. Num. Meth. Fluids ;JES & YDS 2011, Submitted to J. Comp. Phys.

Spines are Bipolar

Free Surface Captured Exactly

Page 21: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Oscillating Drops: Code Validation

For Re=100, f2 = 0.9

JES & YDS 2011, MNF, In Print

Page 22: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Oscillating Drops: Code Validation

a

b

Page 23: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Removal of Spurious Pressure

Removal of Spurious Pressure

Page 24: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Pressure Behaviour for Obtuse Angles

The pressure plot from a typical simulation.

Page 25: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Testing Ground: Flow in a Corner

U

In frame moving with contact line.

In frame fixed with solid.

U

Page 26: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Viscous Flow in a Corner

Spurious COMSOL ‘Solution’Spurious COMSOL ‘Solution’

JES & YDS 2011, IJNMF 65; JES & YDS 2011, CMAME 200

Our FEM SolutionOur FEM Solution

Page 27: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Results Results

Page 28: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Microdrop Spreading from Rest(Capillarity Driven Spreading)

Apex

Velocity Scale

Pressure Scale

CapillaryWave

25 m

60e

Page 29: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Microdrop Impact and Spreading

60e

Velocity Scale

Pressure Scale

-15ms

Page 30: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Speed – Angle Relationships:Comparison of IFM with Conventional Model.

0.702cos cos

tanh 4.96cos 1e d

e

U

0.01 100 1

Rest (IFM)

Impact (IFM)

-1(ms )U

Conventional Model.

d

Jiang et al 79

Increase in Contact Line Speed

Jump in Contact Line Speed

Page 31: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Typical Microdrop Experiment (Dong et al 07)

?

?

Page 32: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Early Stages of Spreading

0.5t s1.8t s2.4t s

2.2 m/s 4.4 m/s 12.2 m/s

Page 33: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Recovering Hidden Information

15t s11.7t s

13.4t s10t s

15t s

10t s

Page 34: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Influence of Wettability

130e

-15ms

Page 35: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Surfaces of Variable Wettability

2e1e

1 60e 2 110e

1

1.5

Page 36: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Impact on a Surface of Variable Wettability

4m/s Impact4m/s Impact

5m/s Impact5m/s Impact

-14ms

-15ms

Page 37: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Current/Future Work & Possible Avenues for

Collaboration

Current/Future Work & Possible Avenues for

Collaboration

Page 38: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Current Research: Dynamics at Different Scales

Millimetre Drop

Microdrop

Nanodrop

Page 39: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Current Research:Unexplained Phenomena in Coating Processes

Ca

d

2mmd

4mmd d

θd

Simpkins & Kuck 03

Page 40: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Current Research: Nanofluidics

“While inertial effects may also be important, the influence of the dynamic contact angle should not be ignored.” (Martic et al 02)

Page 41: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Future Research: Pore Scale Dynamics

Wetting Mode

Threshold Mode

Page 42: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Future Research: Additional Physical Effects

Liquid-Liquid Displacement Surfactant Transport

Page 43: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Future Research: Impact on Powders

Marston et al (2010) Aussillous & Quéré (2001)

Mitchinson (2010)

Page 44: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Future Research: Complex Capillary Phenomena

Page 45: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

ThanksThanks

Page 46: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.
Page 47: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Qualitative Test: Pyramidal Drops (mm size drop)

Experiment Renardy et al.

Page 48: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Future Research: Multi-Physics Platform

)

Multiphysics Platform + Multiphysics Platform + Dynamic Wetting PatchDynamic Wetting Patch

Page 49: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Hysteresis of the Dynamic Contact Angle

• Hyteresis:Hyteresis: Receding angleReceding angle

• No hysteresisNo hysteresis -15ms

-15ms

60r e

60e 10 ;r

Page 50: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Small DropsHigh Impact Speed

Analytic Progress: When Does ?

Stokes Region(viscous forces dominate inertial forces)

Length of interface formation process

d ( )f U

Slow Spreading of Large Drops

Page 51: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Comparison With Experiments

0.0001 0.0010 0.0100 0.1000 1.0000

0

30

60

90

120

150

180

d

Ca

0.0001 0.0010 0.0100 0.1000 1.0000

0

30

60

90

120

150

180

d

Ca

Perfect wetting (Hoffman 1975; Ström et al. 1990; Fermigier & Jenffer 1991)

Partial wetting (□: Hoffman 1975;

: Burley & Kennedy 1976; , ,: Ström et al. 1990)

The theory is in good agreement with all experimental The theory is in good agreement with all experimental data published in the literature.data published in the literature.

Page 52: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

s/P. 10-103 , 67

0.0 0.1 0.2 0.3

60

90

120

150

180d

Ca

0.0 0.1 0.2 0.3 0.4 0.5

60

90

120

150

180

d

Ca

0.0 0.1 0.2 0.3 0.4

60

90

120

150

180

d

Ca

Here experiments with fluids of differentviscosities (1.5-672 cP) are described with the same set of parameters.It is shown that the mechanism of theInterface formation is diffusive in nature (J. Coll. Interface Sci. 253,196 (2002)). Estimates for parameters of the modelhave been obtained.In particular, for water-glycerol mixtures:

where

Mechanism of relaxation

Page 53: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Numerical Artifacts in the Computation of

Viscous Corner Flow

Numerical Artifacts in the Computation of

Viscous Corner Flow

Page 54: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Pressure Behaviour for Obtuse Angles

The pressure plot from a typical simulation.

Page 55: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Testing Ground: Flow in a Corner

U

In frame moving with contact line.

In frame fixed with solid.

U

Page 56: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Obtuse Wedge Angles

Page 57: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Comparison to Asymptotic Solution

• Pressure along two sides of wedgePressure along two sides of wedge

Page 58: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Fixing the Problem

• Remove eigensolution prior to computationRemove eigensolution prior to computation

• Use condition of pressure single-valuedness to Use condition of pressure single-valuedness to determine eigensolution’s contribution.determine eigensolution’s contribution.

ComputedComputedActualActual

Page 59: Microfluidic Free-Surface Flows: Simulation and Application J.E Sprittles Y.D. Shikhmurzaev Indian Institute of Technology, Mumbai November 5 th 2011 The.

Pressure Regularized Successfully