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The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATE Masahiro Fujita, Osamu Koike, Yukio Yamaguchi Department of Chemical System Engineering, The University of Tokyo, Japan 1

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Page 1: SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATEnanotech.t.u-tokyo.ac.jp/docs/ACW2011_fujita.pdf · The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF

The 3rd Asian Coating Workshop, 2011.7.4-5 /13

SIMULATION MODEL OF DRYING COLLOIDAL

SUSPENSION ON SUBSTRATE

Masahiro Fujita, Osamu Koike, Yukio Yamaguchi

Department of Chemical System Engineering,The University of Tokyo, Japan

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Page 2: SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATEnanotech.t.u-tokyo.ac.jp/docs/ACW2011_fujita.pdf · The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF

The 3rd Asian Coating Workshop, 2011.7.4-5 /13

OUTLINE

Continuous coating of colloidal suspension on substrate

Direct simulation model for drying colloidal suspension

Demonstration of present simulation model

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Page 3: SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATEnanotech.t.u-tokyo.ac.jp/docs/ACW2011_fujita.pdf · The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF

The 3rd Asian Coating Workshop, 2011.7.4-5 /13

CONTINUOUS COATING ON SUBSTRATE

film

suspension

structure formation

flow

drying

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Page 4: SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATEnanotech.t.u-tokyo.ac.jp/docs/ACW2011_fujita.pdf · The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF

The 3rd Asian Coating Workshop, 2011.7.4-5 /13

PECLÉT NUMBERS

coating Peclét number drying Peclét number

Peclét numbers ratio

Both flow and drying influence structure formation

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Page 5: SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATEnanotech.t.u-tokyo.ac.jp/docs/ACW2011_fujita.pdf · The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF

The 3rd Asian Coating Workshop, 2011.7.4-5 /13

OBJECTIVES OF THIS STUDY

Develop direct simulation model for drying colloidal suspension

Perform flow simulations of colloidal suspension on sliding substrate with drying of solvent

Quantify coating-drying dynamics

structure of particles

variable drying rate

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Page 6: SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATEnanotech.t.u-tokyo.ac.jp/docs/ACW2011_fujita.pdf · The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF

The 3rd Asian Coating Workshop, 2011.7.4-5 /13

DIRECT SIMULATION MODEL

Solves gas-liquid two phase flow on lattice using VOF (volume of fluid) method

Solves translational/rotational motion of particles subject to contact, DLVO, capillary interactions

Couples motion of particles with flow of solvent using immersed boundary method

Interparticle hydrodynamic interaction is included without analytical model

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Page 7: SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATEnanotech.t.u-tokyo.ac.jp/docs/ACW2011_fujita.pdf · The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF

The 3rd Asian Coating Workshop, 2011.7.4-5 /13

EQUATIONS OF FLUID MOTION

fluctuating stress

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acceleration

f = 0

f = 1local drying velocity

Page 8: SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATEnanotech.t.u-tokyo.ac.jp/docs/ACW2011_fujita.pdf · The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF

The 3rd Asian Coating Workshop, 2011.7.4-5 /13

EQUATIONS OF PARTICLE MOTION

acceleration

acceleration

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Page 9: SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATEnanotech.t.u-tokyo.ac.jp/docs/ACW2011_fujita.pdf · The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF

The 3rd Asian Coating Workshop, 2011.7.4-5 /13

SIMULATION CONDITION

drying

sliding substrate

0.3 μm

periodic boundary

1 μm 1 μm

d = 0.1 μm, φ0 = 20 vol%, ζ = -50/0 mV

c =13 cm/s, e =1.4 cm/s Pec / Ped = 1

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Page 10: SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATEnanotech.t.u-tokyo.ac.jp/docs/ACW2011_fujita.pdf · The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF

The 3rd Asian Coating Workshop, 2011.7.4-5 /13

QUANTIFICATION OF STRUCTURE

Non-dimensional Boundary Area (NBA)

NBA=1 : complete-dispersed

NBA=0 : 3D hexagonal close-packed

NBAsurface area of aggregates

total surface area of particles=

k : coordinate numbern(k) : number of particles with coordinate number of kN : total number of particles

NBA=0.5 : 2D hexagonal close-packed

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Page 11: SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATEnanotech.t.u-tokyo.ac.jp/docs/ACW2011_fujita.pdf · The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF

The 3rd Asian Coating Workshop, 2011.7.4-5 /13

STRUCTURE OF PARTICLES

plan

side

NBA vs interface height

ζ = -50 mVζ = 0 mV

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ζ = -50 mV

drying inducedaggregation

potential inducedaggregation

Page 12: SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATEnanotech.t.u-tokyo.ac.jp/docs/ACW2011_fujita.pdf · The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF

The 3rd Asian Coating Workshop, 2011.7.4-5 /13

VARIABLE DRYING RATE

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drying rate vs interface height

pure solventcalculated(ζ=-50mV)smoothed

Page 13: SIMULATION MODEL OF DRYING COLLOIDAL SUSPENSION ON SUBSTRATEnanotech.t.u-tokyo.ac.jp/docs/ACW2011_fujita.pdf · The 3rd Asian Coating Workshop, 2011.7.4-5 /13 SIMULATION MODEL OF

The 3rd Asian Coating Workshop, 2011.7.4-5 /13

CONCLUSION

Developed direct simulation model for drying colloidal suspension

Quantify structure formation of particles using NBA

Quantify variable drying rate in which constant rate of drying changes to decreasing rate of drying.

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