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European Journal of Applied Sciences – Vol.10, No.5
Publication Date: October 25, 2022
DOI:10.14738/aivp.105.13312. Greeley, D., Gritton, J., Minneci, R., Plymill, A., & Bhat, G. (2022). Structure and Properties of PLA Nanocomposite Feedstock for
Additive Manufacturing. European Journal of Applied Sciences, 10(5). 575-587.
Services for Science and Education – United Kingdom
Structure and Properties of PLA Nanocomposite Feedstock for
Additive Manufacturing
Duncan Greeley
The University of Tennessee, Knoxville
Jack Gritton
The University of Tennessee, Knoxville
Robert Minneci
The University of Tennessee, Knoxville
Austin Plymill
The University of Tennessee, Knoxville
Gajanan Bhat
University of Georgia, Athens, GA
ABSTRACT
Additive manufacturing is continuing to grow with a large potential for
replacement of traditionally manufactured parts, part repair, and prototype
development due to complexity of allowable part geometry and low raw material
use. However mechanical properties of parts processed through additive
manufacturing typically suffer in comparison. The goal of this study was to
develop an improved and sustainable feedstock material for additive
manufacturing through reinforcement of polylactic acid with nanoparticles such
as graphene and multiwalled carbon nanotubes. Composites with loadings of 0.1,
0.2, and 0.5 wt% of each reinforcement were extruded to form filament feedstock,
and tensile and impact specimens were printed using a Lulzbot Mini according to
ASTM D638 and D256 test methods. Mechanical properties were evaluated
through tensile and impact testing, while fracture surfaces were analyzed using a
scanning electron microscope. Thermal properties of the feedstock material and
post-printed material were analyzed with differential scanning calorimetry.
Reinforcements led to a moderate increase in mechanical properties with the 0.2
wt% loading of graphene showing a 47% increase in tensile strength, a 17%
increase in modulus, and 12% increase in energy absorbed upon fracture. The 0.1
wt% loading of MWCNT had respective increases of 41%, 16%, and 9%, in tensile
strength, modulus and fracture energy. Adding small amount of nanoparticles
during processing is easy to accomplish and the improvement in performance may
be justified for many applications.
Key Words: PLA, Additiver Manufacturing, Nanocomposites, Graphene, Carbon
Nanotubes, Mechanical Properties, Thermal Properties
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European Journal of Applied Sciences (EJAS) Vol.10, Issue 5, October-2022
Services for Science and Education – United Kingdom
INTRODUCTION
Additive manufacturing (AM) has been increasingly implemented over the past several years
as an efficient means to prototype and produce components with a high degree of shape
complexity [1-3]. When compared to traditional subtractive processes, AM allows for a
reduction in raw material use which leads to significant cost savings through a lower buy-to- fly ratio (weight ratio between raw material and final part). However as AM is still a relatively
new process, parts manufactured in this method tend to have disadvantages compared to
parts manufactured through traditional methods, namely inferior mechanical properties, and
property anisotropy due to the bonding strength between layers and porosity in the final
structure [4]. In this study, additive processing of polymeric materials as opposed to metals
was investigated, as they offer significant flexibility in feedstock modification through
additives or reinforcements. One of the most promising methods of improving the mechanical
properties of polymeric parts involves reinforcement of the polymer resin with stronger,
lightweight materials dispersed throughout the matrix. For instance, high strength high
modulus fibers such as carbon fiber are often used to increase the strength and stiffness of
several types of polymers [5]. The improvements of these properties in the final product
typically follows a simple rule of mixtures for uniaxially oriented fibers such as in the case for
the tensile modulus:
(1) E = (1-Vf)Em + VfEf
where E is the longitudinal modulus, Vf is the volume fraction of the fiber, Em is the modulus of
the matrix, and Ef is the modulus of the fiber [6].
As fused deposition modeling (FDM) is one of the most common polymer additive processes,
it was utilized for this study to allow for a wider applicability of results to current industrial
applications. In FDM, polymeric filament is fed by a tractor wheel arrangement into a heated
extruder head which deposits the material by tracing a sliced layer of a CAD model [4]. During
printing, the extruder head typically moves along an XY plane to trace a layer, followed by a
change in the Z direction by dropping the bed or raising the head before printing of the
subsequent layer. One of the main reasons for the common use of AM is the wide material
customization offerings due to the ability to fine tune a variety of build parameters. These
include but are not limited to layer thickness, layer orientation, raster pattern, raster angle,
raster width, raster air gap, bed temperature, extrusion temperature, extrusion speed, nozzle
shape and diameter, support pattern, contour width, contour air gap, and number of contours
[44].
One of the main polymeric materials of interest for AM is polylactic acid (PLA) as it is both
biodegradable and biocompatible[xx]. These properties allow it to be used for biomedical
components such as bone replacement tissue scaffolds that benefit from intricate
customizable patterns [1]. Serra et al. recently were able to create high-resolution PLA-based
additively manufactured tissue scaffolds [3]. The improvement of the mechanical properties
of these biomedical components could allow for both improved durability and enhanced
performance of the parts. A promising route for improving the mechanical properties of PLA
lies in carbon-based reinforcement. Kuan et al. demonstrated that the strength of PLA could
be greatly increased with small amounts of multi-walled carbon nanotubes (MWCNT)
dispersed in the polymer matrix [4]. Similarly, Pinto et al. showed that the strength and
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Greeley, D., Gritton, J., Minneci, R., Plymill, A., & Bhat, G. (2022). Structure and Properties of PLA Nanocomposite Feedstock for Additive
Manufacturing. European Journal of Applied Sciences, 10(5). 575-587.
URL: http://dx.doi.org/10.14738/aivp.105.13312
modulus of PLA could be improved with the addition of graphene [5]. PLA is also sensitive to
moisture during processing, and must be dried prior to use otherwise flow instabilities will
occur upon heating. The particular PLA resin used in this project was the amorphous
Natureworks 4060D. 4060D is traditionally used for thin film applications, however the
excellent rheological properties of this grade makes it optimal for AM applications.
Mechanical properties can also be increased through adjustment of the FDM processing
parameters such as build speed, build direction in relation to the part orientation, layer
thickness, and fill pattern. Halil et al. investigated chopped carbon fiber reinforcement of a
similar FDM feedstock, acrylonitrile-butadiene-styrene (ABS), and discovered that while
mechanical properties increased with increased fiber loadings, void content within the bead
correspondingly increased due to poor interfacial adhesion [6]. Rezayat et al. modeled the
relationship between the build parameter structure and the mechanical properties in FDM of
ABS, and found that adjusting the air gap in between rasters from negative to positive resulted
in a change in the load transfer mechanism from the raster to the contour of the part, implying
that statistically relevant tensile results can only be obtained if the build parameters are
carefully selected [7]. Ahn further investigated the effect of varying process parameters on the
anisotropy of the material properties in FDM, and emphasized that for max tensile loads, the
load direction should align with the reinforcement orientation [8]. Torres et al. tested
torsional mechanical properties of PLA in FDM and concluded that near-bulk PLA properties
could be obtained through specific parameter optimization, however it was also observed that
while post-process heat treatments slightly increased strength, ductility decreased
dramatically [9].
The goal of this research was to fabricate and test PLA additive feedstock reinforced
separately with MWCNT and graphene at 0.1, 0.2 and 0.5 wt% loadings. The effect of varied
reinforcement loadings on the structure and properties of the feedstocks were investigated
using a wide range of characterization techniques.
EXPERIMENTAL
Commercial grade 4060D PLA resin pellets were provided by NatureWorks LLC (Minnetonka,
MN) for this project. Graphene was provided by Celtig LLC (Knoxville, TN) and multiwall
carbon nanotubes were purchased from SES Research (Houston, TX). Sample fabrication and
testing were done at the University of Tennessee, Knoxville. PLA was heated at 80°C overnight
to dry the pellets in a Novatec dessicator. Two masterbatches of PLA composites were
produced via dry mixing of 400g PLA and 600g PLA with 1 wt% MWCNT and 1 wt% graphene
respectively. The mixtures were extruded at 200°C from a Haake twin screw extruder at a
screw speed of 23 rotations per minute for MWCNT composite and 25 rotations per minute
for the graphene composite, and both filaments were fed directly into a water bath. The Haake
screw was used for its high shear rate leading to achieve effective mixing of the nanoparticles.
The master batches were dried overnight and pelletized in a laboratory mill for later use.
The Filabot EX2 single screw extruder was utilized in order to fabricate the AM filament for
the 3D printers, but the filament winder proved to be difficult to use properly and was not
used. The filament needed to be roughly three millimeters in diameter for proper printing
which was the maximum available die diameter, so significant process control had to be