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Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration on End Use Performance

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Page 1: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

Considerations for the Selection of Binder in Double and Triple Coated Systems

Effect of Under Layer Starch Migration on End Use Performance

Page 2: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

2

Greg Welsch and Marianne McKelvy

Styron, A Division of Dow, Midland, Michigan, USA

Francis Dobler and Monika Plass

Styron, A Division of Dow Europe GmbH, Rheinmuenster,

Germany

Dominique Poncelet and Jean Marbaix

Burgo Group – Ardennes Mill, Virton, Belgium

Page 3: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

3

Part 1: Triple Coated Wood Free Paper

What did we study?

Wood free base – 64 gsm

What did we learn?

• Precoat: Latex BP = 2.0 - 2.5 x Starch BP

• Middle layer in glossy grades: Latex BP = 1.6 - 2.0 x Starch BP

• Middle layer in silk grades and uncalendered paper: Latex BP = 1.2 x Starch BP

• High levels of starch used in middle layer significantly slows down ink setting rate

• Supercalendering increases the binding power of under layer latex whereas for starch the binding power is actually decreased.

• Precoat:

• 100 parts coarse CaCO3

• Latex & DP starch level variable

Film Coat – 5.5 gsm/side

FN Rigid Blade – 8.0 gsm

• Midcoat:

• 100 parts coarse CaCO3

• Latex & DP starch level variable

FN Bent Blade – 11.5 gsm

FN Bent Blade – 11.5 gsm• Topcoat:

• No starch

• Gloss and Silk formulations

• Binding Power (BP) of latex relative to starch in precoat and middle layer

Page 4: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

4

Part 2: Investigation of Starch Migration

What did we study?

• Hypothesis: Starch migrates from middle layer into topcoat when rewetted by topcoat application

What did we learn?

• Used infrared spectroscopy in surface sensitive ATR mode to detect and measure starch in the topcoat layer

• Starch detected in topcoat remains low for starch levels in middle layer up to 5 parts

• Up to 30-35% of the starch from middle layer can migrate into topcoat

• Accounts for some of the influence of starch in middle layer on end use properties of triple

coated paper

base paper

• Analytical technique to measure presence of starch in topcoat

• Technique to quantify amount of starch

migrating into topcoat

Page 5: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

5

Part 3: Double coated wood free paper

What did we study?

What did we learn?• Confirmed similar migration behavior with TM and HE corn starch as w/DP starch

• As starch increased in precoat, more starch was detected in topcoat.

• % of starch migrating into topcoat stayed constant throughout precoat starch dosage range.

• TM starch: 45-60% of precoat starch migrated into topcoat w/fine pigments and 26-34% migrated into topcoat w/coarse pigments.

• HE starch: 17-25% of precoat starch migrated into topcoat w/fine pigments and 0-11% migrated into topcoat w/coarse pigments.

• For moderate to high levels of precoat starch, final paper quality was negatively affected:

• All grades: Increased print mottle, slower ink setting, and more ink required to hit target density

• Glossy: Lower dry pick strength when starch used induced by calendering process

Wood free base – 80 gsm

• Precoat:

• 100 p coarse CaCO3

• Latex & starch level variable

• Starch type variable – TM or HE Film Coat – 7.5 gsm/side

FN Rigid Blade – 10.5 gsm

FN Rigid Blade – 10.5 gsm

• Topcoat:

• No starch

• Gloss, Matte, and Dull formulations

Page 6: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

6

GOALS

• Assess the influence of latex and derivatized potato (DP) starch in pre

and middle layers on the properties of triple coated papers

• Investigate the differences in binding power of latex and starch when

used in precoat and middle layers

• Investigate glossy and silk grades

METHOD

• Experimental design and regression modeling

• Variation of latex and starch amounts in pre- and middle-layers

• Two different topcoat formulations with different finishing conditions

Part 1: Triple Coated Wood Free

Page 7: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

7

Coating Layer Detail

Wood free base – 64 gsm

Top Coat: Gloss (felt side)

• 11.5 g/m2 – FN + Bent Blade

• Supercalendered

Top Coat: Silk (wire side)

• 11.5 g/m2 – FN + Bent Blade

• Soft calendered

Precoat:

• 4.5 g/m2 – Film Coater

• 100 parts coarse CaCO3

• Latex & starch variable

Middle layer:

• 8.0 g/m2 – FN + Rigid Blade

• 100 parts coarse CaCO3

• Latex & starch variable

Page 8: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

8

3

7

2 8Starch content (parts)

late

x c

on

ten

t (p

art

s)

3

10

4 12Starch content (parts)

late

x c

on

ten

t (p

art

s)

precoat middle layer

Starch and latex levels

too highbinder cost

10 precoat formulations 7 middle layer formulations

13 triple coated trial combinations + repeat of reference

too lowstrength

Page 9: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

9

measured property = intercept + α α α α Lp + ββββ Sp + γ γ γ γ Lm + δδδδ Sm

Regression analysis

Paper Testing and Data Analysis

Paper strengthIGT pick

Starch

binding powerLatex

binding power

Sp and Sm the starch levels in parts in precoat and middle layer

Lp and Lm the latex levels in parts in precoat and middle layer

Page 10: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

10

Precoat Middle coat

binding power ratio latex / DP

starch

binding power ratio latex / DP

starch

α / β γ/ δ

Precoat + Middle Coated

IGT pick resistance

1.1 0.8

Un- calendered

IGT pick resistance

1.5 1.3

IGT pick resistance

2.1 2.2

Triple Coated Glossy

Super- calendered

pass to fail high p-value

not considered 1.7

IGT pick resistance

2.6 1.1 Triple Coated

Silk

Soft- calendered

pass to fail 2.4 1.2

In precoat: latex has about 2.1 to 2.6 times higher binding power than starch

In middle coat:

silk papers: latex has about 10-20% higher binding power than starch

glossy paper: latex has 1.7 to 2.2 times higher binding power than starch

Latex and Starch “Binding Power”

Page 11: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

11

Ink Setting Rate

GLOSSY Papers

SILKPapers

Ink s

et o

ff O

D –

60

’’

Latex precoat

Starch precoat

Latex middle coat

Starch middle coat

Ink setting of the triple coated papers was:

• significantly reduced when starch was used in the middle layer

• not influenced by latex in middle layer, or starch or latex in precoat

Higher set off =

slower ink setting

Page 12: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

12

latex starch latex starch

α β γ δUn-

calendered

IGT pick

resistance 3.38 2.24 3.93 3.04

Super-

calendered

IGT pick

resistance 3.8 1.8 5.44 2.52

Triple

Coated

Glossy

Supercalendering

increases latex binding power

decreases starch binding powercalender temp < Tg of starch

damages starch film

Impact of Supercalendering on Binder Type

calender temp > Tg of latex

promotes adhesion of latex particles on pigments

Page 13: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

13

Part 1 - Conclusions

Binding power (BP) of latex and starch

• Precoat: Latex BP = 2.0-2.5 x Starch BP

• Middle layer, glossy grades: Latex BP = 1.6-2.1 x Starch BP

• Middle layer, silk grades: Latex BP = 1.2 x Starch BP

Ink setting rate

• Starch in middle layer significantly slows down ink setting of triple coated papers

• Can be an issue for silk and matte grades

• Can limit the amount of starch in middle layer.

Binding power - Effect of supercalendering

• Binding power of latex is increased by supercalendering

• Binding power of starch is decreased by supercalendering

Page 14: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

14

Part 2: Investigation of Starch Migration

GOALS

• Develop hypothesis that explains results from Part 1

• Identify analytical technique that could detect starch in top layer

• Quantification of starch migration into top layer

METHOD

• Infrared spectroscopy (FTIR) in surface sensitive (ATR) mode

• Analyzed coating depth: 2 to 4.5 µm �� topcoat specific

• Starch absorption band was evaluated at 1150 cm-1

• Develop calibration standards – “known” starch levels in topcoat formulas

• Utilize calibration curve data to quantify amount of starch migration in papers

from Part 1

Page 15: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

15

Precoat Middle coat

α / β γ/ δ

1.1 0.8

1.5 1.3

binding power ratio latex/starch

Pre + Middle coated

Triple coated Uncalendered

Migration of Starch from Middle to Topcoat

By application of topcoat layer:

• Binding power ratio increases by ~ 40% in both precoat an middle layer

• Starch in middle layer reduces ink setting rate of topcoat

Migration of part of the starch from middle layer to topcoat

Hypothesis

Page 16: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

16

Analytical Proof – Detection of Starch in Topcoat

Paper A

• 2 parts starch in middle layer:

• “very weak” starch band

Paper K

• 7 parts starch in middle layer:

• “pronounced” starch band

Migration of Starch from Middle to Topcoat

Paper A

Starch, reference

Paper K

Starch, reference

Page 17: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

17

A J F I K

F1 F8 F5 F6 F8

5 4 4.1 7.5 4

4 11 5.4 8 11

F11 F11 F12 F16 F16

7 7 3 3 3

2 2 5 7 7

0.15 0.15 0.37 0.51 0.51

0.5 1.6 1.8

0.05 0.16 0.18

15% 32% 36%

Formulation

Precoat at 4.5 (g/m2)

Latex content (parts)

Topcoat at 11.5 (g/m2)

Starch level in (g/m2)

starch detected but

signal too low to

quantify level

Starch content

Middle coat at 8.0 (g/m2)

Latex content

Starch content

Estimated starch in topcoat (parts)

Fraction (%) of starch from middle

layer which has migrated in top

Estimated starch in topcoat (g/m2)

Migration of Starch from Middle to Topcoat

• Starch amount detected in topcoat increases with starch amount in middle layer

• Starch content detected in topcoat as high as 1.8 parts

• From 15 to 35% of the middle layer starch migrates into the topcoat

• Starch found in topcoat is low when < 5 parts starch is used in middle layer

Page 18: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

18

Base paperBase paper

Precoat

Base paperBase paper

Migration of Starch from Middle to Topcoat

Water migrates in middle

layer

Water solubilizes part of

the starch

Water migrates back into top

layer and transports

solubilized starch

Topcoat color application Drying

Base paperBase paper

Page 19: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

19

Part 2 - Conclusions

Starch migrates from middle layer into topcoat when rewetted

• Accounts for some of the influence of starch in middle layer on end use

properties of triple coated paper

• Starch content found in topcoat remains low for starch levels in middle

layer at < 5 parts

• Starch content in topcoat can be as high as 1.8 parts when 7 parts starch

run in middle layer

• Up to 35% of the starch from middle layer can migrate to the topcoat

Page 20: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

20

GOALS

• Assess the influence of latex and type of starch in precoat layer on the end

use properties of double coated papers

• Quantitative comparison of starch migration for two common starch types –

hydroxyethylated and thermally modified corn starch

• For gloss, matte, and dull grades

METHOD

• Experimental design and regression modeling

• Variation of latex and starch amounts in precoat

• Variation of starch type in precoat

• Variation of topcoat formulation – glossy, matte, dull

Part 3: Double Coated Wood Free

Page 21: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

21

Double Coated Formulations

Precoat Topcoat Gloss

Topcoat Matte

Topcoat Dull

Coated side TS / WS TS WS WS

Calcium carbonate, coarse 100 15 60

Calcium carbonate, fine 70 70 40

High gloss clay, fine 30 15

High strength SB latex variable 10.5 10.5 10.5

Thermally modified starch variable

Hydroxyethylated starch variable

CMC thickener 0.3 0.3 0.3

Solids Content variable 67.5% 68.3% 69.3%

Coating technology Film

coating

Rigid

blade

Rigid

blade

Rigid

blade

Speed (m/min) 915 765 765 765

Coat weight (g/m2) / side 7.5 10.5 10.5 10.5

Calender Nips / side 4 1 1

Calender Temp (oC) 275 275 275

Calender Pressure (kN/m) 350 60 60

Thermally Modified Starch – Cargill C-Film 7311

Hydroxyethylated Starch – Penford PG 290

Page 22: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

22

93Latex

124

TM Starch

or

HE StarchPrecoat

Highest levelLowest levelBinder

Precoat Top Coat Run #

Run # latex starch starch SC Gloss

“I”

Matte

“J”

Dull

“K”

1 9 4 TM 69.4 9 17 25

2 7 6.7 TM 67.9 10 18 26

3 5 9.3 TM 66.8 11 19 27

4 3 12 TM 65.3 12 20 28

5 5.5 6 TM 68.7 13 21 29

6 6.5 10 TM 66.1 14 22 30

7 9 4 HE 67.6 15 23 31

8 3 12 HE 62.4 16 24 32

Starch and Latex Levels

Page 23: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

23

17

18

1920

0.032

0.034

0.036

0.038

0.040

0.042

0.044

0.046

0.048

0.050

0.052

0.054

Absorb

ance

1130 1140 1150 1160 1170 1180 1190 1200 1210

Wavenumbers (cm-1)

17

18

1920

Sample 9

10

11

Sample 12

0.030

0.035

0.040

0.045

0.050

0.055

0.060

0.065

0.070

0.075

0.080

0.085

Absorb

ance

1130 1140 1150 1160 1170 1180 1190 1200 1210

Wavenumbers (cm-1)

910

11

12

FTIR in ATR Mode – Detection of Increasing Starch Content in Top Coat Layer

Topcoat “I” - Gloss

• 70:30 - Fine CaCO3/HG Clay

• TM starch in precoat

• As precoat starch increases,

more starch detected in top layer

Starch observed at

1150 cm-1

4

12

4

12

Topcoat “J” – Matte

• 70:15:15 - Fine CaCO3/HG

Clay/Coarse CaCO3

• TM starch in precoat

• Increasing starch detection in top

layer as precoat starch increases

Page 24: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

24

Quantification of the Starch Amount in Top Coat

Significant terms: p-valuePre Coat Starch Level <0.0001

Pre Coat Starch Type <0.0001Top Coat Form <0.0001

Pre Coat Starch Level * Pre Coat Starch Type 0.049Pre Coat Starch Type * Top Coat Form 0.038

Summary of FitR2 = 0.97

Analysis of Variance

Prob > F = <0.0001

• 1st Order terms: precoat starch level,

precoat starch type, and topcoat

formulation

• Interaction terms: precoat starch

type with precoat starch level and

precoat starch level with top coat

formula

• Increasing precoat starch level

drives higher detection in the topcoat

• TM starch shows ~ 2X more

migration than the HE starch

Page 25: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

25

Calibration Standard – TM Starch

Parts TM Starch Versus Starch/CaCO3 Intensity Ratio for Three Topcoat Systems

Coating Run #

latex starch starch SC Gloss

“I”

Matte

“J”

Dull

“K”

10.5 0 --- 67.5 C1 C7 C13

9 3 TM 66.0 C2 C8 C14

7.5 6 TM 64.5 C3 C9 C15

6 9 TM 63.0 C4 C10 C16

9 3 HE 66.0 C5 C11 C17

7.5 6 HE 64.5 C6 C12 C18

Form "I"

y = 13.898x - 0.095

R2 = 0.99

Form "J"

y = 11.58x - 0.38

R2 = 0.99

Form "K"

y = 7.29x - 2.18

R2 = 0.98

0

1

2

3

4

5

6

7

8

9

10

0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6

Starch/CaCO3 Intensity Ratio

Pa

rts

Sta

rch

Starch/CaCO3 Intensity

Par

ts S

tarc

h

Gloss “I” Matte “J” Dull “K”

Calibration results utilized to calculate

the % starch migrating into topcoat for

each topcoat condition.

Page 26: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

26

Calc

ula

tion

Resu

lts

% o

f Pre

coat S

tarc

h M

igra

ting fro

m P

recoat In

to T

op L

ayer

for T

hre

e T

opcoat S

yste

ms

60%

59%

47%

59%

44%

52%

19%

25%

45%

59%

53%

56%

55%

41%

17%

23%

34%

38%

34%

26%

11%

0%

10%

20%

30%

40%

50%

60%

70%

4.0 parts

6.7 parts

9.3 parts

12.0 parts

6.0 parts

10.0 parts

4.0 parts

12.0 parts

4.0 parts

6.7 parts

9.3 parts

12.0 parts

6.0 parts

10.0 parts

4.0 parts

12.0 parts

6.7 parts

9.3 parts

6.0 parts

10.0 parts

4.0 parts

12.0 parts

Pre

co

at S

tarc

h L

eve

l

% Starch Migrating from Precoat

HE

Sta

rch

HE

Sta

rch

HE

Sta

rch

TM

Sta

rch

TM

Sta

rch

TM

Sta

rch

Fo

rm I

Fo

rm J

Fo

rm K

Glo

ss “I”

Matte

“J”

Dull “K

Page 27: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

27

Print Mottle – Full Tone

Significant terms: p-value

Pre Coat Starch Level 0.0032

Pre Coat Starch Type 0.0084

Pre Coat Total Binder Level 0.0796

Pre Coat Starch Level * Pre Coat Starch Level 0.0040

Summary of Fit

R2 = 0.70

Analysis of Variance

Prob > F = <0.0026

• 1st Order terms: precoat starch

level and precoat starch type

• 2nd Order terms: precoat starch

level

• Increasing precoat starch level

results in more print mottle

• TM starch more prone to mottle

than HE starch

• These observations are consistent

with starch migration results

Lower value =

lower print mottle

Page 28: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

28

Print Mottle – Full Tone

Top Coat

“I”

� � Increasing TM Starch � �

Top Coat

“J”

Page 29: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

29

Ink Mileage (amount of ink required to reach target ink density)

Significant terms: p-valuePre Coat Starch Level 0.0129

Pre Coat Total Binder Level 0.0091Top Coat Form 0.0355

Pre Coat Starch Level * Pre Coat Starch Level 0.0509

Summary of FitR2 = 0.63

Analysis of Variance

Prob > F = <0.0099

• 1st Order terms: precoat starch level,

precoat total binder level, and top

coat formula

• 2nd Order terms: precoat starch level

• Increasing precoat starch level while

reducing latex level results in ~ 17%

poorer ink mileage

• Increasing total binder improved ink

mileage

• Higher clay topcoat “I” gave better

ink mileage

• No significant difference between

starch types

Lower value = higher

ink mileage

Page 30: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

30

Effect of Supercalendering on Strength

Significant terms: p-value

Calendering <0.0001

Pre Coat Starch Level 0.1086Pre Coat Total Binder Level 0.1092

Summary of Fit

R2 = 0.81

Analysis of Variance

Prob > F = <0.0006

• 1st Order terms: precoat starch level

precoat total binder level, and

calendering treatment

• Supercalendering treatment

increased dry pick strength

• Increasing precoat total binder

improved dry pick strength.

• Increasing precoat starch level while

reducing latex level results in lower

dry pick strength � Part 1

• No significant difference between

starch types

Higher value = higher

pick strength

Page 31: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

31

Part 3 - Conclusions

• Confirmed similar migration behavior with TM and HE corn starch as

w/DP starch used in part 1.

• As starch increased in precoat, more starch was detected in topcoat.

• % of starch migrating into topcoat stayed constant throughout precoat starch

dosage range.

• TM starch: 45-60% of precoat starch migrated into topcoat w/fine pigments and

26-34% migrated into topcoat w/coarse pigments.

• HE starch: 17-25% of precoat starch migrated into topcoat w/fine pigments and

0-11% migrated into topcoat w/coarse pigments.

• For moderate to high levels of precoat starch, final quality was negatively affected:

• All grades: Increased print mottle, slower ink setting, and more ink required to

hit target density

• Glossy: Lower dry pick strength induced by calendering process

• Multi-Layer systems must be optimized based on final properties, not individual layer results.

Page 32: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

32

Acknowledgements

• Dow Center of Excellence pilot coater staffs in:

- Samstagern, Switzerland

- Midland, Michigan, USA.

• The support of the paper lab technicians

- North American Paper Expertise Center, Midland, Michigan, USA

- European Paper Expertise Center, Horgen, Switzerland

• Support from both companies

- Styron Division - The Dow Chemical Company

- Burgo Group – Ardennes Mill, Virton, Belgium

Page 33: Considerations for the Selection of Binder in Double and ... · Considerations for the Selection of Binder in Double and Triple Coated Systems Effect of Under Layer Starch Migration

33

Thank you for your attention