a computational study of the effect of exit geometry on sharkskin instability in the extrusion of a...

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A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe ([email protected]) and Jill Roth ([email protected]) Research Mentor: Mark Sussman ([email protected]) Research Experience for Undergraduates in Computational Math, CSIT, Florida State University, Tallahassee, Florida 32306-4120

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Page 1: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE

EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER

Amanda Pascoe ([email protected]) and Jill Roth ([email protected])Research Mentor: Mark Sussman ([email protected])

Research Experience for Undergraduates in Computational Math, CSIT, Florida State University, Tallahassee, Florida 32306-4120

Page 2: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

This study investigates sharkskin instability in the extrusion of a non-Newtonian, viscoelastic polymer. Our goal is to determine if the geometry at the die exit causes sharkskin. We alter the inflow rate and relaxation time of the polymer. Our numerical approach is the coupled level set volume-of-fluid (CLSVOF) method.

ABSTRACT

Page 3: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

BACKGROUND INFORMATION

During the extrusion of polymers, a series of instabilities occurs that affects its manufacturing. One must choose between reducing the extrusion rate or sacrificing the quality of the extrudate. Sharkskin, the first instability, is of particular interest as it occurs at relatively low extrusion rates. Characterized by surface roughness, sharkskin consists of a regular pattern of fractures.

Page 4: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

During extrusion, polymeric materials often expand to a diameter larger than that of the die. At sufficiently high flow rates, this swelling can lead to sharkskin in the extrudate.Although the source of sharkskin is still unknown, there is general agreement, supported by both experimental and numerical analysis, that the location of the initiation of sharkskin is at the die exit. Migler identifies a cohesive failure at the die exit, where the polymer splits into a surface layer and a core layer. Then the surface layer bulges and pinches off from the core layer. Studies have identified a stress singularity at the corner which we attempt to eliminate by altering the exit geometry.

BACKGROUND INFORMATION(continued)

Page 5: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

Sharkskin Instability

http://polymers.msel.nist.gov/highlights/image/sharkskinfig1.jpg

Page 6: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

APPROACH

The coupled level set volume-of-fluid (CLSVOF) method combines the advantages of both the level set (LS) method and the volume-of-fluid (VOF) method. These methods track the solid/liquid and liquid/gas interfaces. The VOF function measures the fraction of gas and liquid in each cell of a grid. The LS function represents the distance from any cell center to a free surface. Our study uses two LS functions: Φ measures to the die geometry and Ψ measures to the surface of the advecting liquid.

Page 7: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

LEVEL SET FUNCTIONS

Ψ<0

Ψ>0

Φ>0

Φ<0

Page 8: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

ADAPTIVE MESH REFINEMENT

Page 9: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

APPROACH(continued)

Rather than using a body fitted grid method as in previous studies, our simulations utilize a Cartesian grid that cuts through the geometry. An adaptive mesh refinement (AMR) algorithm magnifies the die exit region through a hierarchical grid system. The levels of refinement range from coarsest at the lowest layer to most refined at the top.

Page 10: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

GOVERNING EQUATIONSGiven that gravity is ignored, the Navier-Stokes equations appear as the following,

Here L is the diameter of the nozzle, and U is the inflow velocity.

After a change of variables, we have

Page 11: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

PARAMETERSThis study uses the physical properties of polyethylene to model a non-Newtonian, viscoelastic fluid.

1775512636ηp (g/cm s)

77c

13.482.6929.5911.916Ca

1.130.2250.0060.0012De

7.85E-61.57E-61.10E-52.20E-6Re

102102Inflow Velocity

(mm3/s)

0.95250.0051λ (s)

2536.41805.1ηs (g/cm s)

1775512636ηp (g/cm s)

77c

13.482.6929.5911.916Ca

1.130.2250.0060.0012De

7.85E-61.57E-61.10E-52.20E-6Re

102102Inflow Velocity

(mm3/s)

0.95250.0051λ (s)

2536.41805.1ηs (g/cm s)

Page 12: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

GEOMETRYWe alter the geometry of the die exit from a sharp corner to a rounded corner whose curvature is controlled by the length of a radius.

Sharp Corner Round Corner

Page 13: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

SIMULATIONS

During the simulations, the inflow velocity is varied. It has been shown that sharkskin is present at sufficiently high inflow rates. Altering the inflow rate effects the Deborah number (De) and the capillary number (Ca).

Page 14: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

2D SIMULATIONSηp= 12636 (g/cm s)

Squareηp=12636 (g/cm s)Inflow rate = 2mm3/sStep 45600

Squareηp=12636 (g/cm s)Inflow rate = 10 mm3/sStep 84300

Roundηp=12636 (g/cm s)Inflow rate = 10 mm3/sStep 84300

Page 15: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

2D SIMULATIONSηp= 17755 (g/cm s)

Square Inflow rate = 2mm3/sStep 26700

RoundInflow rate = 2mm3/sStep 26700

SquareInflow rate = 10 mm3/sStep 26700

RoundInflow rate = 10mm3/sStep 26700

Page 16: A COMPUTATIONAL STUDY OF THE EFFECT OF EXIT GEOMETRY ON SHARKSKIN INSTABILITY IN THE EXTRUSION OF A NON-NEWTONIAN VISCOELASTIC POLYMER Amanda Pascoe (amanda.pascoe@furman.edu)

3D GEOMETRY