pore scale modeling

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Thermal Process Engineering Otto-von-Guericke-University Magdeburg Germany DFG Graduiertenkolleg 828 „Micro-Macro-Interactions in Structured Media and Particle Systems“ V. K. Surasani, T. Metzger, E. Tsotsas INFLUENCE OF HEAT TRANSFER ON THE DRYING OF POROUS MEDIA.– PORE SCALE MODELING DFG GKMM-Work Shop, Helmstedt

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Page 1: Pore Scale Modeling

Thermal Process EngineeringOtto-von-Guericke-University Magdeburg

Germany

DFG Graduiertenkolleg 828„Micro-Macro-Interactions in Structured Media and

Particle Systems“

V. K. Surasani, T. Metzger, E. Tsotsas

INFLUENCE OF HEAT TRANSFER ON THE DRYING OF POROUS MEDIA.– PORE SCALE MODELING

DFG

GKMM-Work Shop, Helmstedt

Page 2: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Drying of porous materials Examples and advantages of drying

PlasticsCoffee

Introduction

Food Wood

• To prevent Microbiological Activities.• <10-12% moisture preserve inherent quality, prevent breakage during transportation and grading.

• For quality processing of plastics.• To prevent material inconsistencies in the end-product.

• Retaining the taste, appearance, and nutritive value of fresh food. • Better than canning and freezing for preservation.

• To increase dimensional stability.• <15 % of moisture increases its strength by 50%

1

Page 3: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Introduction

2

• Porous media Solid material with irregularly shaped and positioned pores. Usually, structural properties are averaged over representative volume

Realization of void space

• Geometry

• Mechanism of transport

Introduction

Convection Diffusion and conduction. Adsorption . Phase change The coupling of mass and heat transfer

• Continuous models

Page 4: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Introduction

3

Fundamental draw backs in continuous models Transport mechanisms at micro level. Cluster formation (dry and wet patch formations) Effective parameters as functions of liquid saturation (e.g. diffusivity, permeability etc.) Accounts geometry of pore space

• Motivations

Introduction to pore network models

Page 5: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

• Overview of presentation

2-D square network data structure (geometry).

Model of heat and mass transfer for convective drying.

Explaining solution method through transport mechanisms.

Simulation results of kinetics and phase and temperature evolutions during drying for mono-modal and bimodal networks.

Comparison between convective and convective and contact heating modes

4

Page 6: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Pore network

Modeling

Consists of throats Connected with nodes (pores) Each pore is associated with a control volume Randomly distributed throat radius

• Geometry

5

Pore

Evaporation

Control volume

Throat

• Assumptions Top surface is open

Air velocity is constant

Page 7: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Modeling

6

Sol

id N

etw

ork

totL

Boundary Layer

1 2 1 3totβLSh= =0.664×Re Sc

δ

BL

δN =

βL

totuLRe =

ν

v,P

Bou

ndar

y La

yer

Page 8: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Sol

id N

etw

ork

v,P

Bou

ndar

y La

yer Convective air at T

Convective air at T

Sol

id N

etw

ork

v,P

Bou

ndar

y La

yer

Contact heating TC =T

a) Convective heating

b) Convective and contact heating

Modeling

7

Heating modes

Page 9: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

v,P

Sol

id N

etw

ork

Bou

ndar

y La

yer

totL

8

Modeling

Partially filled pore

Gas pore

Liquid pore

Partially filled throat

Gas throat

Liquid throat

Isolated throat

*

v,i i(P (T ))

v,i(P )

l,i(P )

Pore and throat conditions

Page 10: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Constant total pressure in gas phase. Quasi-steady diffusive vapor transport

during emptying of throat. Liquid transfer due to capillary force. Liquid viscosity is neglected in the model. Local thermal equilibrium between

different phases within control volume Heat transfer only due to conduction.

Non-isothermal model

9

• Vapor mass balance equations2

ij ijA = πr4v,iv

v,ij ijj j v,j

P-PPMδM = A ×ln =0

L RT P-P

For pore network

For boundary layer ijA = LW

Modeling

L

L

w

i j

j

j

j

cvA

ijr

4 4*

ij i j ij jj=1 j=1

g ×(lp -lp ) = g lp vlp ln(P-P ) G LP LP

Page 11: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

• Heat transfer equations

Fourier’s law of heat conduction

Enthalpy balance over control volume i

10

Enthalpy of control volume

Thermal conductivities and heat capacities depend on throat saturations

L

L

w

i j

j

j

j

cvA

ijr

i jij cv,ij ij

(T -T )Q = A λ

L

2 2cv,ij ij cv,ij ij s ij ij lA λ =(A - πr )λ + πr S λ

4 42 2

i p i i ij p s ij ij p l1 1

L LV (ρC ) V πr (ρC ) πr S (ρC )

2 2j j

4 lmi

ij v,i ev,ijj=1 j=1

dH= - Q - Δh M

dt

i i p i i refH = V (ρC ) (T -T )

Modeling

Page 12: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

• Heat transfer coefficient from analogy between heat and mass transfer

Coupling of heat and mass transfer• Equilibrium vapour pressure at menisci for vapor transfer

• Capillary pressure the menisci

Heat transfer in boundary layer

• From boundary layer theory

surf surfQ = A α (T -T )

*vP (T)

c

2σ(T)P =

r

1

3bλ Pr

α = βδ Sc

11

gP

*vP (T)

lP

Modeling

l g cP = P -P (σ(T))

Page 13: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Solution Method

12

Throat with highest liquid pressure pumps liquid to all remaining

evaporating throats in the same cluster

• Assumptions Quasi-steady empting of throats Capillary forces dominate over viscous forces

Liquid transport

w ij,cm,c mt

ev,ij,c1

ρ VΔt =

M

c,ijP is lowest

Liquid flow

Evaporation

Volume evaporated in time t

Page 14: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

m,1Δt

m,3Δt

m,2Δt

m, min m,1 m,2 m,3Δt = min(Δt ,Δt ,Δt )

Cluster labeling and minimum mass transfer time step

13

To know the connectivity of liquid phase, to find menisci for which liquid pressure must be compared for the minimum mass transfer time step tm, min.

Solution Method

Page 15: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Dynamic heat transfer by explicit scheme

By assuming discrete time step

Due to small time steps it will cost lot of computation time

14

4 4i ji

ij ij v,i v,ijj=1 j=1

(T -T )dH= - A λ - Δh M

dt L

4i j' t

i i ij ij v,i ev,ijj=1i p i

(T -T )ΔtT = T + -A λ -Δh M

V (ρc ) L

2p i

tij

j

(ρC ) L Δt <

λmin m,min tΔt = min(Δt ,Δt )

Criteria:

Solution Method

Page 16: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Drying algorithm flow sheet

,c ijP

15

Data Structures, Initial and Boundary Conditions

Solve linear system for vapor transport and compute minimum mass transfer time step t m, min

Cluster Labeling

Calculate temperatures of the network by dynamic explicit method using discrete thermal time step tt.

And choose minimum time step t min

Update phase distribution and temperature field

S>0

stop

yes

no

Page 17: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Operating Conditions and pore networks

Results and conclusion

Initial temperature Tin = 20oC, Convective air Temperature T = 80oCContact heating temperature Tc=80oCThermal conductivity of glass s = 1 W/m/KDensity and heat capacity (Cp)s = 1.7 106 J/m3/K Pore networks

a) Mono-modal Radius distribution 40 2 µm Square lattice (51×51)

b) Bimodal Radius distribution -1 40 2 µm Radius distribution -2 100 5 µm Square lattice (51×51)

16

Page 18: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Results and conclusion

Comparison between non-isothermal and isothermal model

17

Page 19: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt 17

Results and conclusion

S = 0.95

Page 20: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Results and conclusion

S = 0.62

17

Page 21: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Results and conclusion

S = 0.478

17

Page 22: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Results and conclusion

S = 0.2

17

Page 23: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Results and conclusion

Temperature and saturation trends with time scale

18

Page 24: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Results and conclusion

Number of Clusters forming during drying

19

Page 25: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt 20

Results and conclusion

Influence of pore structure on drying behavior

Page 26: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Results and conclusion

Isothermal convective flow Non-isothermal convective heating

Phase distribution Phase distribution Temperature field

Saturation S = 0.95

Influence of heat transfer on phase distributions

21

Page 27: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Results and conclusion

Isothermal convective flow Non-isothermal convective heating

Phase distribution Phase distribution Temperature field

Saturation S = 0.70

21

Page 28: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Results and conclusion

Isothermal convective flow Non-isothermal convective heating

Phase distribution Phase distribution Temperature field

Saturation S = 0.55

21

Page 29: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Combined convective and contact drying

Results and conclusion

22

Page 30: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Comparison of drying curves from convective and convective and contact drying.

Results and conclusion

23

Page 31: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Comparison of drying curves from convective and convective and contact drying.

Results and conclusion

24

Page 32: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

Isothermal convective flow convective heating convective and contact heating

Influence of heat transfer on convective and convective and contact heating

Saturation S = 0.55

Results and conclusion

25

Page 33: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt 26

Page 34: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt 27

Page 35: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

1. Pore network model including heat transfer is presented

2. The explicit method for dynamic heat transfer and quasi- steady vapor transfer is applied in solving the system.

3. Heat transfer is only due to conduction, heat sinks taken into account.

4. The effect of condensation due to temperature gradients is accounted for partially (heat pipe effect).

Results and conclusion

Conclusion

Hot cluster

Cold cluster

Future work

1.To include condensation effect completely.

2. Implementing model for different co-ordination number.

3. Application to different types of drying (contact, radiation etc. )

19

Page 36: Pore Scale Modeling

‘Influence of heat transfer on drying of porous media.- Pore scale modeling’ , Surasani, Metzger, Tsotsas, GKMM Work Shop, Helmstedt

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