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Fuat Kartal*
Department of Mechanical Engineering, University of Kastamonu, Turkey
*Corresponding author: Fuat Kartal, Department of Mechanical Engineering, University of Kastamonu, Turkey
Submission: August 29, 2018; Published: October 24, 2018
Examination of Tensile Test Specimens
Produced in Three-Dimensional Printer
Introduction
Fused Deposition Modeling (FDM) is a popular prototyping
technology that is a widely used for creating complex geometric
functional parts in industry [1,2]. The FDM process involves
applications ranging from prototypes to functional parts. There are
five simple steps used in FDM. These steps are the creation of the
CAD model, the conversion of the CAD model into the STL format,
the thin layer division of the STL format, the creation of the layer
structure on the layer and cleaning and finishing [3,4]. In most of
the functional application processes of parts, the FDM dimension
accuracy, surface roughness and the strength of the parts are
considered important parameters. In addition, manufacturing
settings play a key economic role [1-3]. Nevertheless, it is very
difficult to obtain the best properties in molded parts without
regard to the effects of process variables. Therefore, it is essential
to optimize the process parameters to achieve the desired quality
characteristics in the parts developed with the FDM process [3,4].
The process parameters examined the effect on the dimensional
accuracy of the parts manufactured using the modeling process
and reported that the placement angle directly affects repeatability
and strength of the FDM parts [5-7]. There are studies examining
the effect of layer thickness, piece creation orientation angle,
raster angle, the raster and the raster spacing and the raster
width each affect the three levels and the interaction of all other
factors with the direction of parting orientation [8,9]. In another
study, experimental design technique has been investigated to
find the optimum surface finishing and dimensional accuracy of
a part constructed by fused deposition modeling. The effects of
layer thickness, road width, raster angle and surface finishing of
the air gap and the dimensional accuracy of FDM parts have been
investigated [8-10]. The purpose of this work is to investigate the
effect of layer thickness, filling range and filling rate parameters on
tensile strength of tensile specimens produced by joint fabrication
of open source code and equipment using a Polylactic Acid (PLA)
type filament.
Material and Method
Table 1: Process parameters and levels.
Parameters Unit Level 1 Level 2 Level 3
Layer height (mm) 0.15 0.25 0.35
Part placement Konum Normal Dik Yatay
Filling rate (%) 10 20 30
Table 2: Taguchi L9 Orthogonal experimental setup.
Exp. No
Layer Height
(µm)
Placement Position Filling Ratio (%)
1 150 Normal 10
2 150 Vertical 20
3 150 Horizontal 30
4 250 Normal 20
5 250 Vertical 30
6 250 Horizontal 10
7 350 Normal 30
8 350 Vertical 10
9 350 Horizontal 20
The Taguchi method is a widely accepted technique that
provides an efficient method for design optimization. It is widely
used worldwide for product design and process optimization.
This makes it possible to simplify the test plan and examine the
Research Article
Evolutions in Mechanical
EngineeringC CRIMSON PUBLISHERS
Wings to the Research
1/5Copyright © All rights are reserved by Fuat Kartal.
Volume 1 - Issue - 5
Abstract
In this study, the effect of different parameters on tensile test specimens produced by joint manufacturing with open source code and equipment
using PLA type filament was investigated experimentally. Tensile specimens were designed and manufactured according to ASTM IV type tensile test
standards. The test design was based on the L9 orthogonal array of the Taguchi Method and experiments was designed according to this plan. According
to the results, Parameters of layer thickness and filling scan range parameters were found to provide significant improvement in the tensile strength
increase.
Keywords: Fused deposition modeling; Additive manufacturing; Layered manufacturing; Parametric optimization; Tensile test
ISSN: 2640-9690
Evolutions Mech Eng Copyright © Fuat Kartal
2/5
How to cite this article: Fuat Kartal. Examination of Tensile Test Specimens Produced in Three-Dimensional Printer. Evolutions Mech Eng. 1(5).
EME.000521.2018. DOI: 10.31031/EME.2018.01.000521
Volume 1 - Issue - 5
interaction between the various process parameters. This method
is crucial for rapid prototyping where the cost of first production
is high. Taguchi proposes an orthogonal array test scheme that
gives combinations and levels of different parameters for each
experiment. In this study, the Taguchi method was used to
investigate the effects of three important parameters such as layer
height, part placement position, filling ratio on the process (Figure
1). For this purpose, in Table 1 & 2, layer height, part placement
position and inner filling ratio are given as 3 levels.
Figure 1: Process input and output parameters.
Figure 2: Display of layer height.
Figure 3: Printing positions of tensile test specimens.
The height of the layer considered as the height of the melt layer
emerging from the nozzle is shown in Figure 2. How to position the
part in the heating tray of the three-dimensional printer is defined
as shown in Figure 3.
Evolutions Mech Eng Copyright © Fuat Kartal
3/5
How to cite this article: Fuat Kartal. Examination of Tensile Test Specimens Produced in Three-Dimensional Printer. Evolutions Mech Eng. 1(5).
EME.000521.2018. DOI: 10.31031/EME.2018.01.000521
Volume 1 - Issue - 5
Figure 4 the parts to be manufactured were modeled using
SolidWorks modeling software and exported as STL files. The STL
file was transferred to the FDM Repiter-host software and the parts
were manufactured using PLA filament in a 3D printer named
Dream Maker with an open-source 0.4-micron nozzle diameter.
The tensile test as shown in Figure 5 was performed using a tensile
tester of 20 tons of rectangular sheet bar specimen according to
ASTM.
Findings and Discussions
Figure 6 shows an image of the samples at the end of the
tensile test. The graph showing the maximum draw values of
the samples prepared according to the Taguchi L9 test scheme is
shown in Figure 7. The highest tensile strength values obtained
according to tensile values are shown in Table 3. The maximum
tensile stress value according to Figure 7 and Table 3 is obtained
by printing in the horizontal and normal positions. It can be said
that the spreading of the layers over a wider surface and the
formation of a wider connection surface of the plastic melt layers
have caused this situation. It was also found that the orientation
between the polylactic acid molecules during the sample placement
phase and during the sample preparation phase and during the
drawing process increased and interactions between the molecules
increased in the course of this orientation. As a result, it can be said
that intermolecular interactions increase and an increase in tensile
strain occurs.
Figure 4: Display of internal filling ratio in parts.
Figure 5: ASTM IV tensile test sample readings.
Figure 6: Appearance of test pieces after tensile test.
Evolutions Mech Eng Copyright © Fuat Kartal
4/5
How to cite this article: Fuat Kartal. Examination of Tensile Test Specimens Produced in Three-Dimensional Printer. Evolutions Mech Eng. 1(5).
EME.000521.2018. DOI: 10.31031/EME.2018.01.000521
Volume 1 - Issue - 5
Table 3: Parameter values and corresponding maximum tensile stress values.
No Layer Height (µm) Placement Position Filling Ratio (%) Maximum Stress (MPa)
1 150 Normal 10 58,25
2 150 Vertical 20 37,56
3 150 Horizontal 30 59,36
4 250 Normal 20 58,84
5 250 Vertical 30 37,35
6 250 Horizontal 10 59,12
7 350 Normal 30 60,87
8 350 Vertical 10 41,98
9 350 Horizontal 20 60,09
Figure 7: Tensile strain graph of tensile test specimens
S/N ratio and verification experiment
Figure 8: Main effects graph of parameters.
Evolutions Mech Eng Copyright © Fuat Kartal
5/5
How to cite this article: Fuat Kartal. Examination of Tensile Test Specimens Produced in Three-Dimensional Printer. Evolutions Mech Eng. 1(5).
EME.000521.2018. DOI: 10.31031/EME.2018.01.000521
Volume 1 - Issue - 5
The Taguchi technique uses a loss function to calculate
the deviation between the experimental value and the desired
value. Then the function is converted to the signal-noise ratio.
Taguchi’s philosophy includes three general ways of assessing the
relationship between quality and variability. They are; nominal-the-
best, larger-the-better, and smaller the better. In the present work,
larger-the-better is selected for the maximum tensile stress. Figure
8 shows the main effects for maximum tensile strength. Based on
the analysis of the S/N ratio, the most suitable process parameters
to achieve greater tensile strength were obtained as 350μm layer
thickness, normal print position and 10% fill ratio.
Verification experiments have been performed to confirm the
performance of the optimal process parameters. The response
characteristics obtained for each optimum condition are shown
in Table 4. After setting the initial parameters of the process
parameters and adjusting the parameters to the optimized values,
the ultimate tensile strength determined was 61.55 MPa.
Table 4: Verification experiment result and comparison.
Parameters Level
Estimated
Value (MPa)
Experimental Error (%)
Layer Height 350 µm
61.55 60.58 2Placement Position Normal
Filling Ratio 10%
Conclusion
The process parameters are optimized for fused deposition
modeling Taguchi’s L9 orthogonal array. After setting the initial
parameters of the process parameters and adjusting the parameters
to the optimized values, the ultimate tensile strength determined
was 61.55MPa. According to the verification experiments, the
system could be modeled with a deviation of 2% and the system
was found to be highly reliable.
Acknowledgement
The author would like to thank Kastamonu University Faculty
of Engineering Dean for their material and spiritual support for
their laboratory activities.
References
1.	 Omar MA, Masood SH, Bhowmik JL (2015) Optimization of fused
deposition modeling process parameters: a review of current research
and prospects. Advances in Manufacturing 3(1): 42-53.
2.	 Ahn SH, Montero M, Odell D, Roundy S, Wright PK (2002) Anisotropic
materialpropertiesoffuseddepositionmodelingABS.Rapidprototyping
journal 8(4): 248-257.
3.	 Hutmacher DW, Schantz T, Zein I, Kee WN, Teoh SH, et al. (2001)
Mechanical properties and cell cultural response of polycaprolactone
scaffolds designed and fabricated via fused deposition modeling. Journal
of Biomedical Materials Research Part A55, 55(2): 203-216.
4.	 Bellini A, Selçuk G (2003) Mechanical characterization of parts
fabricated using fused deposition modeling. Rapid Prototyping Journal
9(4): 252-264.
5.	 Sood AK, Raj KO, Siba SM (2010) Parametric appraisal of mechanical
property of fused deposition modelling processed parts. Materials &
Design 31(1): 287-295.
6.	 Lee CS, Kim SG, Kim HJ, Ahn SH (2007) Measurement of anisotropic
compressive strength of rapid prototyping parts. Journal of materials
processing technology 187: 627-630.
7.	 Sood AK, Ohdar RK, Siba SM (2009) Improving dimensional accuracy of
fused deposition modelling processed part using grey Taguchi method.
Materials & Design 30(10): 4243-4252.
8.	 Nikzad M, Masood SH, Sbarski I (2011) Thermo-mechanical properties
of highly filled polymeric composites for fused deposition modeling.
Materials & Design 32(6): 3448-3456.
9.	 Constance Z, Sharma M, Ziemian S (2012) Anisotropic mechanical
properties of ABS parts fabricated by fused deposition modelling. In
Mechanical engineering. In Tech.
10.	Michael M, Roundy S, Odell D, Sung-Hoon A, Wright PK (2001)
Material characterization of fused deposition modeling (FDM) ABS
by designed experiments. Society of Manufacturing Engineers 10:
13552540210441166.
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Examination of Tensile Test Specimens Produced in Three-Dimensional Printer: Crimson Publishers

  • 1. Fuat Kartal* Department of Mechanical Engineering, University of Kastamonu, Turkey *Corresponding author: Fuat Kartal, Department of Mechanical Engineering, University of Kastamonu, Turkey Submission: August 29, 2018; Published: October 24, 2018 Examination of Tensile Test Specimens Produced in Three-Dimensional Printer Introduction Fused Deposition Modeling (FDM) is a popular prototyping technology that is a widely used for creating complex geometric functional parts in industry [1,2]. The FDM process involves applications ranging from prototypes to functional parts. There are five simple steps used in FDM. These steps are the creation of the CAD model, the conversion of the CAD model into the STL format, the thin layer division of the STL format, the creation of the layer structure on the layer and cleaning and finishing [3,4]. In most of the functional application processes of parts, the FDM dimension accuracy, surface roughness and the strength of the parts are considered important parameters. In addition, manufacturing settings play a key economic role [1-3]. Nevertheless, it is very difficult to obtain the best properties in molded parts without regard to the effects of process variables. Therefore, it is essential to optimize the process parameters to achieve the desired quality characteristics in the parts developed with the FDM process [3,4]. The process parameters examined the effect on the dimensional accuracy of the parts manufactured using the modeling process and reported that the placement angle directly affects repeatability and strength of the FDM parts [5-7]. There are studies examining the effect of layer thickness, piece creation orientation angle, raster angle, the raster and the raster spacing and the raster width each affect the three levels and the interaction of all other factors with the direction of parting orientation [8,9]. In another study, experimental design technique has been investigated to find the optimum surface finishing and dimensional accuracy of a part constructed by fused deposition modeling. The effects of layer thickness, road width, raster angle and surface finishing of the air gap and the dimensional accuracy of FDM parts have been investigated [8-10]. The purpose of this work is to investigate the effect of layer thickness, filling range and filling rate parameters on tensile strength of tensile specimens produced by joint fabrication of open source code and equipment using a Polylactic Acid (PLA) type filament. Material and Method Table 1: Process parameters and levels. Parameters Unit Level 1 Level 2 Level 3 Layer height (mm) 0.15 0.25 0.35 Part placement Konum Normal Dik Yatay Filling rate (%) 10 20 30 Table 2: Taguchi L9 Orthogonal experimental setup. Exp. No Layer Height (µm) Placement Position Filling Ratio (%) 1 150 Normal 10 2 150 Vertical 20 3 150 Horizontal 30 4 250 Normal 20 5 250 Vertical 30 6 250 Horizontal 10 7 350 Normal 30 8 350 Vertical 10 9 350 Horizontal 20 The Taguchi method is a widely accepted technique that provides an efficient method for design optimization. It is widely used worldwide for product design and process optimization. This makes it possible to simplify the test plan and examine the Research Article Evolutions in Mechanical EngineeringC CRIMSON PUBLISHERS Wings to the Research 1/5Copyright © All rights are reserved by Fuat Kartal. Volume 1 - Issue - 5 Abstract In this study, the effect of different parameters on tensile test specimens produced by joint manufacturing with open source code and equipment using PLA type filament was investigated experimentally. Tensile specimens were designed and manufactured according to ASTM IV type tensile test standards. The test design was based on the L9 orthogonal array of the Taguchi Method and experiments was designed according to this plan. According to the results, Parameters of layer thickness and filling scan range parameters were found to provide significant improvement in the tensile strength increase. Keywords: Fused deposition modeling; Additive manufacturing; Layered manufacturing; Parametric optimization; Tensile test ISSN: 2640-9690
  • 2. Evolutions Mech Eng Copyright © Fuat Kartal 2/5 How to cite this article: Fuat Kartal. Examination of Tensile Test Specimens Produced in Three-Dimensional Printer. Evolutions Mech Eng. 1(5). EME.000521.2018. DOI: 10.31031/EME.2018.01.000521 Volume 1 - Issue - 5 interaction between the various process parameters. This method is crucial for rapid prototyping where the cost of first production is high. Taguchi proposes an orthogonal array test scheme that gives combinations and levels of different parameters for each experiment. In this study, the Taguchi method was used to investigate the effects of three important parameters such as layer height, part placement position, filling ratio on the process (Figure 1). For this purpose, in Table 1 & 2, layer height, part placement position and inner filling ratio are given as 3 levels. Figure 1: Process input and output parameters. Figure 2: Display of layer height. Figure 3: Printing positions of tensile test specimens. The height of the layer considered as the height of the melt layer emerging from the nozzle is shown in Figure 2. How to position the part in the heating tray of the three-dimensional printer is defined as shown in Figure 3.
  • 3. Evolutions Mech Eng Copyright © Fuat Kartal 3/5 How to cite this article: Fuat Kartal. Examination of Tensile Test Specimens Produced in Three-Dimensional Printer. Evolutions Mech Eng. 1(5). EME.000521.2018. DOI: 10.31031/EME.2018.01.000521 Volume 1 - Issue - 5 Figure 4 the parts to be manufactured were modeled using SolidWorks modeling software and exported as STL files. The STL file was transferred to the FDM Repiter-host software and the parts were manufactured using PLA filament in a 3D printer named Dream Maker with an open-source 0.4-micron nozzle diameter. The tensile test as shown in Figure 5 was performed using a tensile tester of 20 tons of rectangular sheet bar specimen according to ASTM. Findings and Discussions Figure 6 shows an image of the samples at the end of the tensile test. The graph showing the maximum draw values of the samples prepared according to the Taguchi L9 test scheme is shown in Figure 7. The highest tensile strength values obtained according to tensile values are shown in Table 3. The maximum tensile stress value according to Figure 7 and Table 3 is obtained by printing in the horizontal and normal positions. It can be said that the spreading of the layers over a wider surface and the formation of a wider connection surface of the plastic melt layers have caused this situation. It was also found that the orientation between the polylactic acid molecules during the sample placement phase and during the sample preparation phase and during the drawing process increased and interactions between the molecules increased in the course of this orientation. As a result, it can be said that intermolecular interactions increase and an increase in tensile strain occurs. Figure 4: Display of internal filling ratio in parts. Figure 5: ASTM IV tensile test sample readings. Figure 6: Appearance of test pieces after tensile test.
  • 4. Evolutions Mech Eng Copyright © Fuat Kartal 4/5 How to cite this article: Fuat Kartal. Examination of Tensile Test Specimens Produced in Three-Dimensional Printer. Evolutions Mech Eng. 1(5). EME.000521.2018. DOI: 10.31031/EME.2018.01.000521 Volume 1 - Issue - 5 Table 3: Parameter values and corresponding maximum tensile stress values. No Layer Height (µm) Placement Position Filling Ratio (%) Maximum Stress (MPa) 1 150 Normal 10 58,25 2 150 Vertical 20 37,56 3 150 Horizontal 30 59,36 4 250 Normal 20 58,84 5 250 Vertical 30 37,35 6 250 Horizontal 10 59,12 7 350 Normal 30 60,87 8 350 Vertical 10 41,98 9 350 Horizontal 20 60,09 Figure 7: Tensile strain graph of tensile test specimens S/N ratio and verification experiment Figure 8: Main effects graph of parameters.
  • 5. Evolutions Mech Eng Copyright © Fuat Kartal 5/5 How to cite this article: Fuat Kartal. Examination of Tensile Test Specimens Produced in Three-Dimensional Printer. Evolutions Mech Eng. 1(5). EME.000521.2018. DOI: 10.31031/EME.2018.01.000521 Volume 1 - Issue - 5 The Taguchi technique uses a loss function to calculate the deviation between the experimental value and the desired value. Then the function is converted to the signal-noise ratio. Taguchi’s philosophy includes three general ways of assessing the relationship between quality and variability. They are; nominal-the- best, larger-the-better, and smaller the better. In the present work, larger-the-better is selected for the maximum tensile stress. Figure 8 shows the main effects for maximum tensile strength. Based on the analysis of the S/N ratio, the most suitable process parameters to achieve greater tensile strength were obtained as 350μm layer thickness, normal print position and 10% fill ratio. Verification experiments have been performed to confirm the performance of the optimal process parameters. The response characteristics obtained for each optimum condition are shown in Table 4. After setting the initial parameters of the process parameters and adjusting the parameters to the optimized values, the ultimate tensile strength determined was 61.55 MPa. Table 4: Verification experiment result and comparison. Parameters Level Estimated Value (MPa) Experimental Error (%) Layer Height 350 µm 61.55 60.58 2Placement Position Normal Filling Ratio 10% Conclusion The process parameters are optimized for fused deposition modeling Taguchi’s L9 orthogonal array. After setting the initial parameters of the process parameters and adjusting the parameters to the optimized values, the ultimate tensile strength determined was 61.55MPa. According to the verification experiments, the system could be modeled with a deviation of 2% and the system was found to be highly reliable. Acknowledgement The author would like to thank Kastamonu University Faculty of Engineering Dean for their material and spiritual support for their laboratory activities. References 1. Omar MA, Masood SH, Bhowmik JL (2015) Optimization of fused deposition modeling process parameters: a review of current research and prospects. Advances in Manufacturing 3(1): 42-53. 2. Ahn SH, Montero M, Odell D, Roundy S, Wright PK (2002) Anisotropic materialpropertiesoffuseddepositionmodelingABS.Rapidprototyping journal 8(4): 248-257. 3. Hutmacher DW, Schantz T, Zein I, Kee WN, Teoh SH, et al. (2001) Mechanical properties and cell cultural response of polycaprolactone scaffolds designed and fabricated via fused deposition modeling. Journal of Biomedical Materials Research Part A55, 55(2): 203-216. 4. Bellini A, Selçuk G (2003) Mechanical characterization of parts fabricated using fused deposition modeling. Rapid Prototyping Journal 9(4): 252-264. 5. Sood AK, Raj KO, Siba SM (2010) Parametric appraisal of mechanical property of fused deposition modelling processed parts. Materials & Design 31(1): 287-295. 6. Lee CS, Kim SG, Kim HJ, Ahn SH (2007) Measurement of anisotropic compressive strength of rapid prototyping parts. Journal of materials processing technology 187: 627-630. 7. Sood AK, Ohdar RK, Siba SM (2009) Improving dimensional accuracy of fused deposition modelling processed part using grey Taguchi method. Materials & Design 30(10): 4243-4252. 8. Nikzad M, Masood SH, Sbarski I (2011) Thermo-mechanical properties of highly filled polymeric composites for fused deposition modeling. Materials & Design 32(6): 3448-3456. 9. Constance Z, Sharma M, Ziemian S (2012) Anisotropic mechanical properties of ABS parts fabricated by fused deposition modelling. In Mechanical engineering. In Tech. 10. Michael M, Roundy S, Odell D, Sung-Hoon A, Wright PK (2001) Material characterization of fused deposition modeling (FDM) ABS by designed experiments. Society of Manufacturing Engineers 10: 13552540210441166. For possible submissions Click Here Submit Article Creative Commons Attribution 4.0 International License Evolutions in Mechanical Engineering Benefits of Publishing with us • High-level peer review and editorial services • Freely accessible online immediately upon publication • Authors retain the copyright to their work • Licensing it under a Creative Commons license • Visibility through different online platforms