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CFD Modeling of the Closed Injection Wet-Out Process For Pultrusion

CFD Modeling of the Closed Injection Wet-Out Process For Pultrusion

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<strong>CFD</strong> <strong>Modeling</strong> <strong>of</strong> <strong>the</strong> <strong>Closed</strong> <strong>Injection</strong> <strong>Wet</strong>-<strong>Out</strong><br />

<strong>Process</strong> <strong>For</strong> <strong>Pultrusion</strong><br />

Authors:<br />

Mark Brennan, Huntsman Polyurethanes, Everslaan 45, Everberg 3078, Belgium, and<br />

Michael Connolly & Trent Shidaker, Huntsman Polyurethanes, 2190 Executive Hills<br />

Boulevard, Auburn Hills, MI, USA 48326<br />

Michael Connolly<br />

Product Manager-Urethane Composites<br />

Huntsman Polyurethanes<br />

2190 Executive Hills Boulevard<br />

Auburn Hills, Michigan USA 48326<br />

Phone: +1-248-322-7300<br />

Fax: +1-248-322-7303<br />

Email: michael_connolly@huntsman.com<br />

About <strong>the</strong> Authors:<br />

Michael Connolly, Ph. D. is Product Manager-Urethane Composites for Huntsman<br />

Polyurethanes in Auburn Hills, Michigan, USA. Michael has been employed in<br />

polyurethane product development for automotive, consumer and industrial<br />

applications for 12 years at Huntsman and has 19 years experience in a range <strong>of</strong><br />

polymer materials development roles. He received his doctoral degree in Polymer<br />

Science and Engineering from <strong>the</strong> University <strong>of</strong> Massachusetts-Amherst in 1989.<br />

Mark Brennan is PU Expert in Computational Physics for Huntsman Polyurethanes in<br />

Everberg, Belgium. Mark has been employed in process and product research for 7<br />

years at Huntsman and has 12 years experience in applying Computational Fluid<br />

Dynamics and Finite Element Analysis to solve industrial applications. He received<br />

his master s degree in Ma<strong>the</strong>matics from University <strong>of</strong> Dublin, Trinity College in<br />

1996.<br />

Trent Shidaker is Development Manager for Polyurethane Composites and Rigid<br />

Materials at Huntsman Polyurethanes in Auburn Hills, MI. Trent has been employed<br />

as manager or project leader in polyurethane foam and composite development at<br />

Huntsman for 12 years.<br />

Abstract:<br />

The practice <strong>of</strong> closed injection wet-out in pultrusion has become increasingly utilized<br />

over <strong>the</strong> last five years. This paper presents a ma<strong>the</strong>matical model for simple<br />

geometries <strong>of</strong> <strong>the</strong> closed injection wet-out process used in pultrusion and represents<br />

an initial step to understanding wetting phenomena in complex shapes with complex<br />

reinforcement. The moving porous model used is both a generalization <strong>of</strong> <strong>the</strong> Navier-<br />

Stokes equations and Darcy s law used for flows in porous media. The model can<br />

predict pressure build-up, flow patterns and composite void content and evaluate <strong>the</strong><br />

influence <strong>of</strong> process conditions, injection box design, and material properties on <strong>the</strong>se<br />

parameters.


INTRODUCTION<br />

Over <strong>the</strong> past decade, <strong>the</strong> global<br />

pultrusion industry has increasingly<br />

adopted closed injection wet-out for<br />

pr<strong>of</strong>ile processing. This trend has been<br />

driven by awareness <strong>of</strong> worker safety<br />

and mandates by regulatory agencies to<br />

reduce volatile organic compounds<br />

(VOC s) and by <strong>the</strong> availability <strong>of</strong> new<br />

resin technology. Polyurethane (PU)<br />

resins, in particular, have become an<br />

accepted alternate technology which<br />

contain no VOC s, especially for<br />

applications requiring high strength<br />

and durability combined with <strong>the</strong><br />

potential for high pultrusion line<br />

speeds (Ref. 1-3 and references<br />

<strong>the</strong>rein). However, <strong>the</strong> relatively fast<br />

reactivity <strong>of</strong> PU resins requires<br />

processing via closed injection wetout.<br />

The complex pr<strong>of</strong>ile geometries and<br />

reinforcement schedules used in state<strong>of</strong>-<strong>the</strong>-art<br />

pr<strong>of</strong>iles make efficient wetout<br />

challenging in a constrained state<br />

within an injection box. This<br />

challenge is even greater for PU resins,<br />

considering <strong>the</strong>ir inherently fast<br />

reactivity. Hence, a more thorough<br />

understanding <strong>of</strong> wet-out dynamics in<br />

injection processing for pultrusion is<br />

needed to expand acceptance <strong>of</strong> this<br />

process for PU resins and accelerate its<br />

implementation.<br />

This report describes a ma<strong>the</strong>matical<br />

model for closed injection wet-out in<br />

<strong>the</strong> pultrusion process. The model<br />

predicts <strong>the</strong> impact <strong>of</strong> injection box<br />

geometry, process conditions, resin<br />

viscosity, reinforcement fraction and<br />

permeability on flow patterns, pressure<br />

pr<strong>of</strong>iles and final part density.<br />

EXPERIMENTAL<br />

<strong>CFD</strong> simulations were carried on an<br />

injection box for a die pr<strong>of</strong>ile<br />

dimension <strong>of</strong> 5.21cm x 0.648 cm<br />

(2.05 x 0.255 ). The line speeds were<br />

varied between 0.6 and 1.5 m/min (24<br />

to 60 inch/min) with injection box<br />

lengths from 30.5 to 53.3 cm (12 to<br />

21 ). Resin viscosity was varied<br />

between 600 and 2400 cP.<br />

Experimental pultrusion runs were<br />

made to verify <strong>the</strong> <strong>CFD</strong> results.<br />

RIMLine ® SK 97007 polyol and<br />

Suprasec ®<br />

9700 isocyanate and<br />

experimental variants were combined<br />

as <strong>the</strong> polyurethane matrix. Pr<strong>of</strong>iles<br />

were pultruded with 120 rovings for a<br />

total glass content <strong>of</strong> 77 wt% (60 vol<br />

%). A two-component metering unit<br />

(Electric Willie from GS<br />

Manufacturing) with gear pump flow<br />

control was used to ensure delivery <strong>of</strong><br />

<strong>the</strong> polyurethane resin at constant<br />

pressure. <strong>Injection</strong> boxes were<br />

fabricated using aluminum with HDPE<br />

guide plates having small holes to<br />

prevent resin leakage. Digital pressure<br />

transducers or pressure gauges were<br />

placed at ~2.5 cm (1 ) and ~10 cm (4 )<br />

from <strong>the</strong> die face as well as <strong>the</strong><br />

injection port. The typical injection<br />

box setup is shown in Figure 1.<br />

MATHEMATICAL MODEL<br />

Due to difficulty in modeling<br />

macroscopic transport <strong>of</strong> resin and<br />

reinforcement based on microscopic<br />

variation <strong>of</strong> velocity between fibers,<br />

<strong>the</strong> resin and reinforcement are better<br />

treated as a moving porous fiber<br />

medium. The moving porous model<br />

used is both a generalization <strong>of</strong> <strong>the</strong><br />

Navier-Stokes equations and Darcy s<br />

law used for flows in porous media.<br />

The balance equations for mass and<br />

momentum for steady incompressible<br />

flow are<br />

u<br />

0<br />

2<br />

u u p u S<br />

u, p, , , and S are <strong>the</strong> superficial<br />

velocity, pressure, density, viscosity<br />

and momentum sources, respectively.


The momentum sources, S, defining<br />

<strong>the</strong> moving porous medium are<br />

S u U<br />

K<br />

K, and U are <strong>the</strong> permeability tensor,<br />

porosity and velocity <strong>of</strong> <strong>the</strong> fiber<br />

bundle. The geometry <strong>of</strong> <strong>the</strong> injection<br />

box is shown in Figure 2. This<br />

approach is similar to <strong>the</strong> model<br />

demonstrated by Jeswani et al. [Ref. 4]<br />

The approach is a phenomenological<br />

one with <strong>the</strong> main assumption being<br />

that <strong>the</strong> surface tension effects are not<br />

important or are captured in <strong>the</strong><br />

permeability tensor. The<br />

reinforcements are initially dry and <strong>the</strong><br />

resin must penetrate <strong>the</strong> fiber bundles.<br />

Capillary forces <strong>of</strong> attraction and<br />

repulsion act at <strong>the</strong> flow front. These<br />

forces, which depend on <strong>the</strong> surface<br />

tension <strong>of</strong> <strong>the</strong> resin and on its ability to<br />

adhere to <strong>the</strong> surface <strong>of</strong> <strong>the</strong> fibers, have<br />

an effect <strong>of</strong> increasing or decreasing<br />

<strong>the</strong> effective pressure at <strong>the</strong> resin front.<br />

However, <strong>the</strong>y are assumed to be<br />

sufficiently small to be neglected by<br />

<strong>the</strong> model. This assumption can be<br />

checked with micro-scale modeling <strong>of</strong><br />

air-resin interface flow in fiber<br />

bundles.<br />

A fur<strong>the</strong>r assumption in <strong>the</strong> model is<br />

that degree <strong>of</strong> conversion and hence<br />

build-up <strong>of</strong> viscosity is small and,<br />

hence, can be ignored in <strong>the</strong> injection<br />

box region. It is also assumed that<br />

<strong>the</strong>re is no shear rate dependence <strong>of</strong><br />

viscosity. These complexities can be<br />

added to <strong>the</strong> model without great<br />

difficulty.<br />

Porosity and Fiber Volume Fraction<br />

The porosity <strong>of</strong> <strong>the</strong> fiber bundle varies<br />

with axial distance in <strong>the</strong> model<br />

1 Vf ( z)<br />

hence, <strong>the</strong> stream wise and transverse<br />

permeability throughout <strong>the</strong> injection<br />

is not constant. An example <strong>of</strong> porosity<br />

variation throughout <strong>the</strong> injection box<br />

is shown in Figure 3.<br />

Permeability Model<br />

The Gebart permeability model [Ref.<br />

5] with a hexagonal fiber arrangement<br />

was chosen to model <strong>the</strong> permeability<br />

in both <strong>the</strong> axial and transverse fiber<br />

directions. The model is particularly<br />

suited to pultrusion processes as <strong>the</strong><br />

fibers are unidirectional. In <strong>the</strong> axial<br />

direction, <strong>the</strong> permeability is defined<br />

by<br />

K<br />

z<br />

2D<br />

2 3<br />

f<br />

2<br />

c<br />

(1 )<br />

where Df is <strong>the</strong> effective fiber diameter<br />

and c a model constant. The<br />

permeability in <strong>the</strong> transverse direction<br />

is<br />

K K<br />

x y<br />

C D<br />

V<br />

1<br />

2<br />

f f ,max<br />

1<br />

4 (1 )<br />

where Vf,max is <strong>the</strong> maximum volume<br />

fraction <strong>of</strong> fibers and C1 a model<br />

constant. Pr<strong>of</strong>iles <strong>of</strong> stream wise and<br />

transverse permeability are shown in<br />

Figure 4.<br />

Boundary Conditions<br />

Where <strong>the</strong> fiber reinforcement enters<br />

<strong>the</strong> injection box, <strong>the</strong> pressure is set to<br />

atmospheric pressure and a positive<br />

pressure is set at <strong>the</strong> injection port. At<br />

<strong>the</strong> exit <strong>of</strong> <strong>the</strong> computational domain, a<br />

small distance into <strong>the</strong> die, <strong>the</strong> axial<br />

velocity is set to <strong>the</strong> porosity times <strong>the</strong><br />

pull speed.<br />

5<br />

2


Flow Solver<br />

The ma<strong>the</strong>matical model was solved<br />

by <strong>the</strong> flow solver ANSYS-CFX 11.0<br />

with additional source terms added to<br />

account for <strong>the</strong> moving porous<br />

medium.<br />

RESULTS AND DISCUSSION<br />

Flow Patterns in <strong>the</strong> <strong>Injection</strong> Box<br />

Streamlines, created by releasing massless<br />

particles from <strong>the</strong> feed ports, show<br />

how <strong>the</strong> resin impregnates <strong>the</strong> fiber<br />

bundle in Figure 5. Resin injected<br />

through <strong>the</strong> feed ports spreads over <strong>the</strong><br />

top <strong>of</strong> <strong>the</strong> bundle, <strong>the</strong>n impregnates<br />

into it and finally is pulled through <strong>the</strong><br />

injection box, achieving good wet-out.<br />

The streamlines are colored to indicate<br />

<strong>the</strong> pressure gradient.<br />

Pressure Pr<strong>of</strong>iles in <strong>the</strong> <strong>Injection</strong> Box<br />

Figure 6 shows <strong>the</strong> centerline pressure<br />

pr<strong>of</strong>iles in <strong>the</strong> injection box for<br />

different line speeds. As expected <strong>the</strong><br />

final pressure rise increases with line<br />

speed. <strong>For</strong> example, at a line speed <strong>of</strong><br />

0.6 m/min, <strong>the</strong> pressure rise at <strong>the</strong> die<br />

face is 23 bar, rising to 57 bar at a line<br />

speed <strong>of</strong> 1.5 m/min. The experimental<br />

results (blue squares in Fig. 6) compare<br />

favorably with <strong>the</strong> <strong>CFD</strong> results at ~10<br />

cm from <strong>the</strong> die face. However, <strong>the</strong><br />

injection box pressure measured at<br />

~2.5 cm from <strong>the</strong> die face is much<br />

higher than predicted. The model<br />

assumes a uniform reinforcement<br />

matrix and does not take into account<br />

factors such as roving twist or<br />

resin/fiber interactions which would<br />

likely be magnified in <strong>the</strong> constrained<br />

state near <strong>the</strong> die face. Fur<strong>the</strong>r<br />

experimental work is in progress to<br />

verify and expand on <strong>the</strong>se results.<br />

Figure 7 shows <strong>the</strong> influence <strong>of</strong> <strong>the</strong><br />

viscosity <strong>of</strong> <strong>the</strong> resin, glass fraction,<br />

box length and box height (i.e., <strong>the</strong><br />

effective taper angle <strong>of</strong> <strong>the</strong> box) on <strong>the</strong><br />

final pressure rise in <strong>the</strong> injection box.<br />

As expected for a fully wet-out part,<br />

this relationship is linear for viscosity<br />

and box length. While <strong>the</strong> physics <strong>of</strong><br />

<strong>the</strong> pressure rise are not completely<br />

understood, <strong>the</strong> model predicts nonlinear<br />

relationships for box height and<br />

glass fraction. The model can also look<br />

at <strong>the</strong> influence <strong>of</strong> o<strong>the</strong>r geometrical<br />

factors such as injection location(s)<br />

and o<strong>the</strong>r operating parameters<br />

including injection pressure on <strong>the</strong><br />

pressure pr<strong>of</strong>iles in <strong>the</strong> box.<br />

Fiber <strong>Wet</strong>-<strong>Out</strong> in <strong>the</strong> <strong>Injection</strong> Box<br />

Figure 8 shows <strong>the</strong> resin flow-front<br />

development in <strong>the</strong> injection box. To<br />

achieve good wet-out, both flow fronts<br />

should reach <strong>the</strong> center <strong>of</strong> <strong>the</strong> fiber<br />

bundle but also spread to all regions <strong>of</strong><br />

<strong>the</strong> injection box. In Figure 8, <strong>the</strong> resin<br />

is colored to indicate residence time in<br />

<strong>the</strong> box. It can be observed in this case<br />

that <strong>the</strong> pultruded part is completely<br />

wet-out by <strong>the</strong> time it enters <strong>the</strong> die.<br />

The model can be used to illustrate<br />

process conditions under which pr<strong>of</strong>ile<br />

wet-out becomes an issue. It can also<br />

be used to evaluate <strong>the</strong> influence <strong>of</strong><br />

injection box geometry and operating<br />

parameters such as injection pressure<br />

on wetting efficiency.


CONCLUSIONS<br />

A ma<strong>the</strong>matical model <strong>of</strong> a pultrusion<br />

injection box has been created. A<br />

permeability model for unidirectional<br />

reinforcements based on porosity and<br />

direction has been used. The model<br />

can predict injection box pressure<br />

pr<strong>of</strong>iles and flow patterns giving an<br />

estimation <strong>of</strong> reinforcement wet-out.<br />

The model has proven to be versatile<br />

and can evaluate a number <strong>of</strong> factors<br />

influencing process performance<br />

including injection box geometry, <strong>the</strong><br />

number and location <strong>of</strong> <strong>the</strong> injection<br />

ports, injection pressure, line speed,<br />

resin physical properties, fiber<br />

permeability and fiber fraction on<br />

pressure rise in <strong>the</strong> injection box.<br />

The model predicts <strong>the</strong> appropriate<br />

trends when compared with<br />

experimental data and experience.<br />

Fur<strong>the</strong>r experimental work is planned<br />

to verify additional geometric and<br />

process variations. With <strong>the</strong> use <strong>of</strong> this<br />

model, <strong>the</strong> typical empirical approach<br />

taken with injection box development<br />

can be reduced or eliminated. Hence,<br />

<strong>the</strong> development time line can be<br />

shortened and adoption <strong>of</strong> closed<br />

injection wet-out and PU resin systems<br />

may be accelerated in <strong>the</strong> pultrusion<br />

industry.<br />

All information contained herein<br />

is provided "as is" without any<br />

warranties, express or implied, and<br />

under no circumstances shall <strong>the</strong><br />

authors or Huntsman be liable for any<br />

damages <strong>of</strong> any nature whatsoever<br />

resulting from <strong>the</strong> use or reliance upon<br />

such information. Nothing contain in<br />

this publication should be construed as<br />

a license under any intellectual<br />

property right <strong>of</strong> any entity, or as a<br />

suggestion, recommendation, or<br />

authorization to take any action that<br />

would infringe any patent. The term<br />

"Huntsman" is used herein for<br />

convenience only, and refers to<br />

Huntsman Corporation, its direct and<br />

indirect affiliates, and <strong>the</strong>ir employees,<br />

<strong>of</strong>ficers, and directors.<br />

REFERENCES<br />

1. Connolly, M., King, J.P., Shidaker,<br />

T.A., Duncan, A.C., Pultruding<br />

Polyurethane Composite Pr<strong>of</strong>iles:<br />

Practical Guidelines for <strong>Injection</strong><br />

Box Design, Component Metering<br />

Equipment and <strong>Process</strong>ing,<br />

Proceedings <strong>of</strong> Composites 2005,<br />

American Composites<br />

Manufacturers Association, Sept.<br />

2005.<br />

2. Connolly, M., King, J.P., Shidaker,<br />

T.A., Duncan, A.C., <strong>Process</strong>ing<br />

and Characterization <strong>of</strong> Pultruded<br />

Polyurethane Composites,<br />

Proceedings <strong>of</strong> <strong>the</strong> 8 th World<br />

<strong>Pultrusion</strong> Conference, European<br />

Pultruders Technical Association,<br />

March 2006.<br />

3. Connolly, M., King, J.P., Shidaker,<br />

T.A., Duncan, A.C.,<br />

Characterization <strong>of</strong> Pultruded<br />

Polyurethane Composites:<br />

Environmental Exposure and<br />

Component Assembly Testing,<br />

Proceedings <strong>of</strong> Composites 2006,<br />

American Composites<br />

Manufacturers Association, Oct.<br />

2006.<br />

4. Jeswani, A.L., Roux, J.A.,<br />

Vaughan, J.G., Impact <strong>of</strong> Axial<br />

Location <strong>of</strong> <strong>the</strong> <strong>Injection</strong> Slot for<br />

High Pull Speed Resin <strong>Injection</strong><br />

<strong>Pultrusion</strong>, Proceedings <strong>of</strong> <strong>the</strong> 1 st<br />

Global <strong>Pultrusion</strong> Conference,<br />

Baltimore, MD, June 2006.<br />

5. Gebart, B.R., Permeability <strong>of</strong><br />

Unidirectional Reinforcements for<br />

RTM, Journal <strong>of</strong> Composite<br />

Materials, 26: 1100-1133 (1992).


Mixhead<br />

Static Mixers<br />

Pressure<br />

Guage at<br />

Tee Inlet<br />

Digital<br />

Pressure<br />

Transducer<br />

Fiberglass Rovings Mounting Bracket<br />

Figure 1: Typical <strong>Injection</strong> Box Setup<br />

Figure 2: <strong>CFD</strong> model <strong>of</strong> injection box


Figure 3: Porosity variation <strong>of</strong> <strong>the</strong> fiber bundle in <strong>the</strong> injection box<br />

Figure 4: Stream wise and transverse permeability pr<strong>of</strong>iles in <strong>the</strong> injection box


Figure 5: Flow streamlines in <strong>the</strong> injection box colored with pressure for a line<br />

speed <strong>of</strong> 1.2 m/min<br />

Figure 6: Centerline pressure pr<strong>of</strong>iles for 45.7 cm (18 ) injection box at different<br />

line speeds with a viscosity <strong>of</strong> 1200 cP


Figure 7: Influence <strong>of</strong> viscosity, glass fraction, box length and box height on final<br />

pressure rise in <strong>the</strong> injection box<br />

Figure 8: Development <strong>of</strong> resin flow front indicating fiber wet-out

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