Next Article in Journal
Synthesis and Coordination Properties of a Water-Soluble Material by Cross-Linking Low Molecular Weight Polyethyleneimine with Armed Cyclotriveratrilene
Next Article in Special Issue
Study of the Influence of the Manufacturing Parameters on Tensile Properties of Thermoplastic Elastomers
Previous Article in Journal
Oxygen-Releasing Composites: A Promising Approach in the Management of Diabetic Foot Ulcers
Previous Article in Special Issue
Mechanical Performance of 3D-Printed Biocompatible Polycarbonate for Biomechanical Applications
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Accelerated Aging Effect on Mechanical Properties of Common 3D-Printing Polymers

by
Catalin Gheorghe Amza
1,*,
Aurelian Zapciu
2,
Florin Baciu
3,
Mihai Ion Vasile
3 and
Adrian Ionut Nicoara
4
1
Department of Quality Engineering and Industrial Technologies, Faculty of Industrial Engineering and Robotics, University “Politehnica” of Bucharest, 060042 Bucharest, Romania
2
Department of Robotics and Production Systems, Faculty of Industrial Engineering and Robotics, University “Politehnica” of Bucharest, 060042 Bucharest, Romania
3
Department of Strength Materials, Faculty of Industrial Engineering and Robotics, University “Politehnica” of Bucharest, 060042 Bucharest, Romania
4
Department of Science and Engineering of Oxide Materials and Nanomaterials, Faculty of Applied Chemistry and Materials Science, University “Politehnica” of Bucharest, 060042 Bucharest, Romania
*
Author to whom correspondence should be addressed.
Polymers 2021, 13(23), 4132; https://doi.org/10.3390/polym13234132
Submission received: 1 November 2021 / Revised: 22 November 2021 / Accepted: 23 November 2021 / Published: 26 November 2021

Abstract

:
In outdoor environments, the action of the Sun through its ultraviolet radiation has a degrading effect on most materials, with polymers being among those affected. In the past few years, 3D printing has seen an increased usage in fabricating parts for functional applications, including parts destined for outdoor use. This paper analyzes the effect of accelerated aging through prolonged exposure to UV-B on the mechanical properties of parts 3D printed from the commonly used polymers polylactic acid (PLA) and polyethylene terephthalate–glycol (PETG). Samples 3D printed from these materials went through a dry 24 h UV-B exposure aging treatment and were then tested against a control group for changes in mechanical properties. Both the tensile and compressive strengths were determined, as well as changes in material creep characteristics. After irradiation, PLA and PETG parts saw significant decreases in both tensile strength (PLA: −5.3%; PETG: −36%) and compression strength (PLA: −6.3%; PETG: −38.3%). Part stiffness did not change significantly following the UV-B exposure and creep behavior was closely connected to the decrease in mechanical properties. A scanning electron microscopy (SEM) fractographic analysis was carried out to better understand the failure mechanism and material structural changes in tensile loaded, accelerated aged parts.

Graphical Abstract

1. Introduction

The 2020 COVID-19 pandemic has illustrated how easily global supply chains can become stressed, leading to a shortage of manufactured goods [1] and raw materials, either through a slowdown in production [2] or through delays in transportation [3]. Reports such as a study by Deloitte on business leaders in the United Kingdom say that the current supply issues encountered in some sectors might extend until 2023 even without further pandemic-related restrictions [4]. In an editorial article, Flynn et al. analyzed several essays concerning supply management in disruptive times and made a call for new insights, opportunities, and research questions [5]. It is worth noting that such supply chain disruptions are expected to become more frequent, as a result of environmental and climate changes [6,7,8]. These signals show that decentralized supply chains, such as those enabled by 3D printing [9,10,11], could help alleviate future disruptions.
3D printing, a manufacturing process that builds parts layer by layer, has seen a widespread adoption in the past few decades [12]. Starting in 2009, with the expiration of patents surrounding Fused Deposition Modeling (FDM) [13], a process that uses extruded thermoplastic polymers as feedstock, this fabrication method has seen a rapid expansion in adoption by home users [14], public facilities and small- and medium-sized businesses [15]. This rapid expansion was enabled by advances made in machine control technology together with the open-sourcing of mechanical, hardware and software designs [16,17,18,19,20]. According to a yearly survey conducted by Sculpteo (Villejuif, France), in 2020, Material Extrusion (MEX/FDM) was the 3D-printing process with the most widespread usage among professionals from 71 different countries [21]. The same report highlights a trend of increased usage of 3D printing to manufacture functional, end-use parts, with over 50% of the questioned professionals leveraging 3D printing for this use case.
In the most common implementation of MEX, a thermoplastic filament feedstock is pushed through a heated nozzle and extruded in thin filaments that are deposited on a build plate, forming a horizontal layer of an object. Subsequently, the nozzle position is incremented and a new layer of material can be deposited on top of previously deposited layers. Some of the most commonly used materials with MEX 3D printing include acrylonitrile butadiene styrene (ABS) [22], polylactic acid (PLA) [23,24], polyethylene terephthalate glycol-modified (PETG) [25,26] and nylons [27,28]. Among these, PLA and PETG distinguish themselves as being easy to process and relatively inexpensive, while also requiring inexpensive 3D-printing equipment.
Environmental conditions can affect polymers used outdoors in a multitude of ways. Exposure to chemicals, UV radiation, and temperature cycles can cause the depolymerization, chemical degradation or photodegradation of polymers [29,30,31].
The literature contains extensive studies on the aging of polymers in atmospheric conditions [32,33]. Among these studies, the accelerated aging of PLA blends has also been investigated, highlighting the reduction in mechanical properties following prolonged ultraviolet exposure [34,35]. However, accelerated aging effects on 3D-printed parts made from these materials has been studied more sparsely, given the relatively new and innovative use cases. Other than atmospheric effects, chemical effects have also been analyzed. For example, in the context of the COVID-19 pandemic, Grzelak et al. analyzed the effects of alcohol disinfection on ABS and PETG parts meant for use in a medical setting and concluded that PETG parts can lose up to 20% of their tensile properties after repeated sterilization [36]. Moreno Nieto et al. investigated the design of parts made from PLA and PETG for water environments and found that PLA degrades significantly more than PETG due to its organic nature [37]. More so, Cuiffo et al. found that 3D printing rearranges the molecular polymeric chains of PLA and increases its water susceptibility compared to other manufacturing techniques [38].
In parts made to sustain prolonged stress, material creep also becomes an important property to consider. Martins et al. researched the short-term creep behavior of PLA-PCL blends and found that most of the deformation occurs right after loading, after which the creep rate decreases with time [39]. Morreales et al. highlighted how the addition of fibers changes the creep compliance of PLA biopolymers [40], while Shanmugam et al. provided insight as to why fatigue testing is difficult to determine in additively manufactured parts due to the layered aspect of the process [41].
In this context, this paper intends to provide more insight on the changes in the mechanical properties suffered by 3D-printed parts made from PLA and PETG after prolonged exposure to the Sun. By simulating prolonged exposure with a controlled irradiation treatment, the same damaging effect can be inflicted in a much shorter time. Among the properties investigated in this paper are tensile and compression strength, part stiffness and tensile and compression creep behavior changes.

2. Materials and Methods

UV radiation reaching the Earth’s surface is just a small percentage of total solar irradiance [42]. In the stratosphere, the ozone layer absorbs the shortest wavelengths (UV-C, 100–280 nm) and weakly absorbs wavelengths in the UV-B range (280–315 nm). Most of the UV-A wavelengths (315–400 nm) pass through the stratosphere unabsorbed and reach the Earth’s surface [43]. As a result of sunlight path, altitude and atmospheric conditions, UV-A makes up 94% of UV energy at ground level while UV-B accounts for the remaining 6% [44].
A method to experimentally replicate the effect of weather and Sun exposure on polymers involves irradiating test samples with UV-A or UV-B radiation in an irradiation chamber and is detailed in standard ISO 4892-3:2016 [45].
For the purpose of analyzing the effects of accelerated aging on the mechanical properties of 3D-printed parts, samples made from PLA and PETG were 3D printed on a Creality Ender-3 3D printer (Shenzhen Creality 3D Technology, Shenzhen, China). Blue (opaque) PLA filament was procured from Fillamentum Manufacturing Czech (Hulin, Czech Republic) under the brand name Fillamentum PLA Extrafill. The filament is 1.75 mm in diameter and the manufacturer specifies a glass transition temperature of 55 °C and a melting temperature of 145–160 °C. Natural color (transparent) PETG filament, 1.75 mm in diameter, with a glass transition temperature of 86 °C and a melting temperature of 255 °C was sourced from Prima Printer Nordic AB (Malmö, Sweden) under the brand name PrimaSelect. Printing process parameters are shown in Table 1. Printed parts were sliced in Cura version 4.5 slicer (Ultimaker, Utrecht, The Netherlands). The printing process took place at an ambient temperature of 23° C and 50% humidity.
3D-printed parts were split into control and treatment groups, consisting of 5 samples each, for each type of material (PLA, PETG) and each type of planned destructive test (tensile strength, compressive strength, tensile creep). Four samples were manufactured for compression creep testing. Thus, a total of 64 samples were manufactured and then analyzed (Figure 1a).
Parts in the treatment group were subjected to UV-B irradiation, 310 nm wavelength. A Discovery DY110C (ACS) thermostatic climate chamber was used to experimentally determine the influence of UV radiation. The treatment consisted of cycles of 8 h dry treatment with lamps at 0.43 Wm−2 × nm−1 followed by 4 h condensation with UV lamps turned off (Figure 1b). The dry cycles were performed at 50°C and 50% ambient humidity. Both parameters were set using the control unit of the chamber. During the condensation cycle, parts were left to cool to 23 °C while humidity was maintained at 50%. The maximum deviation allowed for ambient humidity between cycles was 10% of the set value. Total UV exposure time was 24 h (3 cycles). The length of the total exposure was chosen considering the average solar UV-B radiation that reaches the surface of the Earth of 0.25 Wm−2 [46,47]. Thus, the total material UV exposure in the chamber is equivalent to several months of outdoor exposure to the Sun. This is an approximation, as the effects of the shorter wavelength UV-B radiation on materials and organic molecules are more extensive than those of UV-A radiation [30,48,49].
Destructive tensile strength tests were performed on 10 dog-bone samples from each material sized according to ASTM D638-14 Type I dimensions [50].
Each group consisted of 5 samples manufactured with the same set of parameters. All samples were tested in standard atmospheric conditions, 23 °C and 50% humidity, as specified by standard ISO 692 [51]. The same atmospheric conditions were maintained for all mechanical tests. Tensile strength testing was conducted on a universal testing machine Instron 8872 (Instron, Norwood, MA, USA), with a preload value of 5 N and a loading speed of 1 mm / minute. An electronic extensometer was used to measure sample elongation during traction. Results of tensile strength testing are shown in Section 3.2.
For destructive compression strength tests, 10 cubic samples of 15 × 15 × 15 mm in size were printed from each of the 2 materials and tested on an Instron 8801 machine (Instron, Norwood, MA, USA). Parts were loaded with a speed of 1 mm/min along the Z-axis starting with a preload force of 5 N. Results of compressive strength testing are shown in Section 3.3. Images of the two mechanical testing setups described above are available in Supplementary Information (Figures S1 and S2). Following tensile and compressive testing, the creep characteristics of the materials were also assessed. Creep is the property of certain materials to deform plastically over time under loads significantly lower than the loads allowed by ultimate strength. Ten samples were 3D-printed from each of the two materials according to dimensions found in ASTM D2990-17 [52]. A testing rig was designed to load parts in tension (Figure 2a). Samples were loaded with approximately 25% of the load found at ultimate strength for the control group for each material. The distance between the sample ends were measured using a micrometer after 2 h, 6 h, 12 h and 24 h, followed by measurements every 24 h for a total load time of 1 week. Sample elongation was calculated based on the average between the two measurements and elongation vs. time charts were drawn. Additionally, two samples from each material were printed to assess compressive creep. Each sample had 5 bores 6 mm in diameter where a M6 nut and bolt assembly was mounted. The nut and bolt assembly was tightened using a torque wrench (Figure 2b) and the input torque was measured using a MR-55 1000 torque sensor made by Mark-10 Corporation (Copiague, New York, NY, USA). The clamping force was delivered to the 3D-printed material through two washers on each side of the material, with an external diameter of 12 mm and an internal diameter of 7.5 mm. Images of samples 3D printed for creep tests are available in Supplementary Information (Figures S3–S5).
The microstructures of the studied materials were assessed using a Quanta Inspect F50 scanning electron microscope (1.2 nm resolution—Thermo Fisher—formerly FEI—Eindhoven, The Netherlands) (SEM-EDS). One sample from each group (control PLA, UV-B PLA; control PETG, UV-B PETG) was coated with Au for 90 s and analyzed at different magnifications in vacuum using the electron beam accelerated at 20 KV with spot 5. Results of this analysis are shown in Section 3.5.

3. Results

3.1. Visual and Dimensional Inspection

After irradiating the sample parts, a series of visual and dimensional measurements were performed. The accelerated aging process did not have any statistically significant effect on the dimensions of the inspected parts. This finding is true for both thin and long parts and for bulky parts, regardless of the printing orientation. The results from dimensional measurements in the control and tested groups for the different types of 3D-printed parts analyzed in this study are available in Supplementary Information (Table S1). A visual inspection of the parts showed some changes that occurred after the radiation treatment. For PLA (blue, opaque), the UV-B treatment slightly darkened and increased the shine of investigated samples (Figure 3a). Samples made from PETG (natural, transparent) gained a yellow tint and became darker following treatment (Figure 3b).

3.2. Tensile Strength and Stiffness

The samples made from PLA fractured in a similar manner in both the control and UV-B treated groups. The fracture occurred along the deposited filament layers and formed a zig-zag pattern (Figure 4a). A low amount of part whitening due to stress can be observed near the failure point. Samples made from PETG ruptured along a more consistent plane perpendicular to the load, indicating superior interlayer adhesion (Figure 4b). The same rupture pattern was exhibited by parts in both the control group and the UV-B group, indicating that, while substantial, the changes in mechanical properties were sufficiently uniform to not cause a different failure mode.
Figure 5a–d show the stress–strain diagrams obtained from tensile testing.
Parts made from PLA showed a 5.3% loss in tensile strength following UV-B exposure compared to those in the control group. The stiffness of the irradiated parts saw an insignificant change (2760 MPa vs. 2775 MPa).
UV-B exposure also weakened the samples made from PETG, which showed a significant 36% loss in tensile strength compared to those in the control group. The stiffness of the irradiated PETG parts did not change significantly (1629 MPa vs. 1648 MPa). Table 2 shows the average tensile strength and the Young’s Modulus of the tested parts with standard error.

3.3. Compressive Strength

Samples made from PLA and PETG failed plastically under compression load without any cross-sectional shear visible in the outer perimeter of the parts. For PLA, irradiated parts were weaker, losing 6.3% (73.17 MPa vs. 78.06 MPa) of the compressive strength for the control group. The same effect was observed for PETG parts, where the compressive strength for the UV-B-treated group was 38.6% lower than in the control group (47.04 MPa vs. 65.94 MPa). Figure 6a–d show the stress–strain diagrams obtained following compressive testing.
The average compressive strength of the tested parts with standard errors is compiled in Table 3.

3.4. Creep Testing

As mentioned previously, the loads for tensile creep testing were selected based on the ultimate strength values found for the control groups during tensile testing. For the tensile creep test, the testing rig has a variable mechanical advantage that increases the load applied at one end by up to 10-fold. The applied load was calculated considering that the tested specimens have a cross section of 5.2 mm × 3 mm, resulting in a cross-section area of 15.6 mm2.
For compressive creep testing, the force was applied onto the material using the washer with a 12 mm outer diameter and a 7.5 mm inner diameter, resulting in a cross section of 62.92 mm2. The tightening torque for the screw was chosen based on the standard tightening torque for an M6 screw. The compression force can be calculated considering a screw diameter D = 6 mm, a screw torque coefficient K = 0.3 and the tightening torque. The loads used during this experiment are shown in Table 4.
Figure 7a shows a graph of the elongation of the PLA parts under load over the 7-day (168 h) testing period, while Figure 7b shows the same graph for PETG. For both materials, most of the deformation occurred in the initial moments after stressing the test parts and the creep rate decreased as the strain level was increased. As can be seen in the graphs, the parts exposed to UV-B deformed more under the load but displayed a similar creep curve pattern. The heavier deformation is thus considered to occur due to the weakening of the parts. In terms of compression creep behavior, all investigated samples untightened at a torque lower than the standard tightening torque of 5.07 N·m after 7 days. For the control group PLA samples, the clamping force was reduced by 3.3% to 4.92 ± 0.04 N·m, while the control PETG samples saw a bigger reduction, with the untightening torque being reduced by 11.5% to 4.49 ± 0.07 N·m. In the PLA samples that were subjected to UV-B radiation, the untightening torque was virtually unchanged compared to the control group, with the screws requiring on average 4.87 ± 0.04 N·m of torque to untighten. The PETG samples in the UV-B group, however, saw a 7.5% further decrease in torque compared to the control group, with the average required torque being 4.18 ± 0.06 N·m. A bar chart of the experimental results for the untightening torque measurements is shown in Figure 7c.

3.5. Scanning Electron Microscopy (SEM)

Fractographic analysis using SEM was carried out to gain better understanding of the failure mechanism for tensile loaded samples. Figure 8a shows a SEM image taken of a PLA part belonging to the control group, while one taken of a part belonging to the irradiated group is shown in Figure 8b. A SEM image taken of a PETG part belonging to the control group is shown in Figure 8c, while an UV-B exposed part is shown in Figure 8d.
The PLA samples ruptured along the deposited filament lines. Sharp necking of the filaments at the fracture interface was found in the control sample (Figure 8aIII), but an increase in this phenomenon can be seen in the irradiated sample (Figure 8bIII). An increase in surface roughness can also be seen in the irradiated PLA specimen (Figure 8bIV).
Changes in the PETG sample microstructure following UV-B treatment are more obvious. The irradiated sample has a more extensive area where filaments fractured transversally (Figure 8dII), compared to the area where the fracture occurred along filament lines (Figure 8dI). Due to the layered aspect of MEX and the alternate 45°/−45° raster directions used to deposit the material, triangular microvoids formed in the parts’ structures. These microvoids, specific to the 3D-printing process [53], can be seen in both samples at the fracture interface and did not change significantly following aging through UV exposure. Interlayer fusion is clearly visible in the control part (Figure 8cV) and less so in the irradiated part, where flaking of the ruptured surface is more present (Figure 8dIII).

4. Discussion

In the context of the ever-increasing usage of 3D printed parts in functional applications, it is important to assess whether design rules meant for injection molding or other classical manufacturing techniques also apply to 3D printing. This paper provides some insight into that issue by analyzing the effects of accelerated aging through UV-B exposure on the mechanical properties of parts made from PLA and PETG. Tensile and compressive tests were performed on groups of five specimens 3D printed from the two materials. Each group of UV-B-exposed parts was compared to an untreated control group in a series of mechanical strength and creep tests.
Following exposure to UV-B radiation, which simulates the effect of the Sun’s UV action, the tested parts darkened and saw an increase in reflectivity. No significant dimensional changes were observed post-treatment, a statement which is true for long and thin parts (tensile creep specimens, with a 5.2 mm × 3 mm section) and for bulky parts (compressive creep specimens, with a 25.2 mm × 8 mm section). SEM imaging revealed a change in the roughness at the surface of deposited filaments, indicating a potential depolymerization process. The irradiated groups saw a reduction in tensile and compressive strengths compared to the control groups. The reduction in tensile strength was 5.3% for PLA parts and 36% for PETG parts. A similar reduction was seen in the compressive strength, with 6.3% lower strength for PLA and 38.6% lower strength for PETG. Despite the big difference in mechanical properties, the fractographic imaging and SEM analysis of the PETG parts indicated similar failure modes for the treatment and control groups, indicating that the changes occurred uniformly in the part. It is worth investigating further if these uniform changes are specific to the material or if they happened due to the high transparency and the lack of added pigment. However, it is important to note that the PLA parts, even with the presence of an added blue pigment, had the same behavior as the PETG parts, although the reduction in mechanical strength was considerably smaller. The elastic properties of the two materials did not change significantly, as their Young’s Modulus was virtually unchanged following ultraviolet exposure.
Despite the use of standard test specimens for tensile strength testing, the findings presented in this paper should only be associated with the ASTM D638-14 Type I dimensions of the test part. According to research by Laureto et al., the type I dimensions will produce slightly better tensile strength results compared to type IV ones when used with a MEX 3D-printing process [54].
Tensile creep tests backed the findings regarding material stiffness as the elongation vs. time curves for both materials were similar for the tested and control groups, with the obvious offset due to the weakening of mechanical properties. For both materials, most of the deformation occurred within the first hours of stress loading. A practical test was performed in order to assess compression creep by mounting a screw and nut assembly on a 3D-printed part and tightening it to a standard torque. After 1 week of loading, the assembly was untightened and the required torque was measured. It was found that for PLA parts, the clamping force dropped by 3.3% in the specified timeframe. For PETG parts, the effect was more significant, with the clamping force reducing by 11.5% in the same timeframe. After UV-B treatment, the clamping force on the PLA parts was virtually identical to that found in the previously described control group. For PETG, there was a further reduction in clamping force, up to 21.3% less than the force resulting from the standard 5.07 N·m tightening torque. Given the anisotropic character of MEX 3D-printed parts, it is worth noting that these findings should only be associated with the 45°/−45° infill raster angle used when fabricating the samples. Zhang et al. studied the creep characteristics of ABS 3D-printed parts and found that infill orientation plays an important role in creep resistance, with a 90° orientation being the most creep-resistant [55]. These findings highlight the need of further testing with different process parameters.

5. Conclusions

This paper analyzed the effects of accelerated aging through UV-B exposure on the mechanical properties of 3D-printed parts made from PLA and PETG, two common MEX 3D-printing materials. Following mechanical testing, it was found that the mechanical strength decreased slightly for PLA samples undergoing a 24 h UV-B exposure and considerably for PETG samples undergoing the same treatment. The same tests found that UV-B radiation had an insignificant effect on part stiffness.
A tensile creep test revealed that creep characteristics are maintained following ultraviolet exposure and the two materials display similar creep curves, with the obvious offset caused by the weakening of the mechanical strength. A practical compression creep test was performed, where a screw and nut assembly was mounted on a 3D-printed part and tightened to a standard torque. After 1 week of tensioning, the assembly was untightened and the required torque was measured. It was found that material creep slightly reduces the clamping force on the PLA sample and substantially reduces it on the PETG sample. The reduction in clamping force remains the same for treated PLA parts but increases even further for treated PETG parts.
The exposure to outdoor sunlight reduces the mechanical properties of 3D-printed parts made from the investigated materials. It is thus mandatory for designers to consider the damaging effects of ultraviolet radiation on parts specifically made to function in direct sunlight. Extra attention needs to be given to parts that function under continuous stress and that will suffer from material creep. As with all 3D-printing tests, it is very important to note that feedstock material blends from different manufacturers, different 3D-printing machines and different printing parameters or software, may produce slightly different results, as highlighted in research conducted by Popescu et al. [56]. In order to correctly assess mechanical property changes following a specific treatment, we recommend in-house testing of the material and 3D printer combination before producing polymer parts destined for functional use.
This paper focused on determining the amount of change in mechanical properties of 3D-printed materials subjected to UV-B radiation. Future studies could focus on changes occurring at the molecular level. A careful design of such a study is necessary, in order to account for the variability in 3D-printing material feedstock. Additionally, such a study would be very sensitive to temperature conditions found in the 3D-printing process.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/polym13234132/s1, Figure S1: 3D-printed part (dogbone) during tensile strength testing on Instron 8872 machine. Figure S2: 3D-printed part (cubic) during compressive strength testing on Instron 8801 machine. Figure S3: 3D-printed parts for tensile creep testing, from PLA. Figure S4: 3D-printed parts for tensile creep testing, fromPETG. Figure S5: 3D-printed parts for practical compressive creep test, from PLA (blue) and PETG (transparent, white). Table S1: Measured dimensions of 3D-printed parts from control group and group exposed to UV-B.

Author Contributions

A.Z. and C.G.A. conceived the experiments; A.Z., F.B., M.I.V. and A.I.N. performed the experiments; A.Z., F.B. and C.G.A. analyzed the data obtained from the 3D prints; all five authors contributed to writing the paper. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded under the framework of the Erasmus+ KA2 Strategic partnership project 2019-1-MT01-KA203-051265 entitled “An Innovative Higher Education Institution Training Toolbox to EffeCtively AddRess the EUropean InduStry 4.0 Skills Gap and Mismatches”—ICARUS.

Data Availability Statement

The data that support the findings of this study are available from the corresponding author upon reasonable request.

Conflicts of Interest

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

References

  1. Cai, M.; Luo, J. Influence of COVID-19 on Manufacturing Industry and Corresponding Countermeasures from Supply Chain Perspective. J. Shanghai Jiaotong Univ. Sci. 2020, 25, 409–416. [Google Scholar] [CrossRef]
  2. Ijaz, M.; Yar, M.K.; Badar, I.H.; Ali, S.; Islam, M.S.; Jaspal, M.H.; Hayat, Z.; Sardar, A.; Ullah, S.; Guevara-Ruiz, D. Meat Production and Supply Chain Under COVID-19 Scenario: Current Trends and Future Prospects. Front. Vet. Sci. 2021, 8, 660736. [Google Scholar] [CrossRef] [PubMed]
  3. Kumar, A.; Luthra, S.; Mangla, S.K.; Kazançoğlu, Y. COVID-19 impact on sustainable production and operations management. Sustain. Oper. Comput. 2020, 1, 1–7. [Google Scholar] [CrossRef]
  4. Deloitte, CFO Signals: 3Q 2021, CFO Signals, What North America’s Top Finance Executives are Thinking—And Doing, 3rd Quarter 2021. Available online: https://www2.deloitte.com/content/dam/Deloitte/us/Documents/finance/us-3q21-cfo-signals-high-level-report.pdf (accessed on 30 October 2021).
  5. Flynn, B.; Cantor, D.; Pagell, M.; Dooley, K.J.; Azadegan, A. From the Editors: Introduction to Managing Supply Chains Beyond Covid-19—Preparing for the Next Global Mega-Disruption. J. Supply Chain Manag. 2021, 57, 3–6. [Google Scholar] [CrossRef]
  6. Andreoni, V.; Miola, A. Climate Vulnerability of the Supply-Chain: Literature and Methodological Review; EUR 26994, JRC93420; Publications Office of the European Union: Luxembourg, 2014. [Google Scholar]
  7. Dasaklis, T.; Pappis, C. Supply chain management in view of climate change: An overview of possible impacts and the road ahead. J. Ind. Eng. Manag. 2013, 6, 1139–1161. [Google Scholar] [CrossRef] [Green Version]
  8. Ghadge, A.; Wurtmann, H.; Seuring, S. Managing climate change risks in global supply chains: A review and research agenda. Int. J. Prod. Res. 2019, 53, 44–64. [Google Scholar] [CrossRef]
  9. Mohr, S.; Khan, O. 3D Printing and Supply Chains of the Future. In Innovations and Strategies for Logistics and Supply Chains: Technologies, Business Models and Risk Management, Proceedings of the Hamburg International Conference of Logistics HICL, Hamburg, Germany, 24–25 September 2015; Kersten, W.B., Thorsten, R., Christian, M., Eds.; Epubli GmbH: Berlin, Germany, 2015; Volume 20, pp. 147–174. ISBN 978-3-7375-4059-9. [Google Scholar]
  10. Ben-Ner, A.; Siemsen, E. Decentralization and Localization of Production: The Organizational and Economic Consequences of Additive Manufacturing (3D Printing). Calif. Manag. Rev. 2017, 59, 5–23. [Google Scholar] [CrossRef]
  11. Kubáč, L.; Kodym, O. The Impact of 3D Printing Technology on Supply Chain. MATEC Web Conf. 2017, 134, 00027. [Google Scholar] [CrossRef] [Green Version]
  12. Shahrubudin, N.; Lee, T.C.; Ramlan, R. An Overview on 3D Printing Technology: Technological, Materials, and Applications. Procedia Manuf. 2019, 35, 1286–1296. [Google Scholar] [CrossRef]
  13. Crump, S. Apparatus and Method for Creating Three-Dimensional Objects. US Patent No. US5121329A, 9 June 1992. [Google Scholar]
  14. Steenhuis, H.J.; Pretorius, L. Consumer additive manufacturing or 3D printing adoption: An exploratory study. J. Manuf. Technol. Manag. 2016, 27, 990–1012. [Google Scholar] [CrossRef]
  15. Sepasgozar, S.M.E.; Shi, A.; Yang, L.; Shirowzhan, S.; Edwards, D.J. Additive Manufacturing Applications for Industry 4.0: A Systematic Critical Review. Buildings 2020, 10, 231. [Google Scholar] [CrossRef]
  16. Zhang, C. 3D Printing, Open-Source Technology and Their Applications. In Research, Open Access Master’s Report; Michigan Technological University: Houghton, MI, USA, 2015. [Google Scholar] [CrossRef]
  17. Sells, E.; Smith, Z.; Bailard, S.; Bowyer, A.; Olliver, V. RepRap: The Replicating Rapid Prototyper: Maximizing Customizability by Breeding the Means of Production. Handb. Res. Mass Cust. Pers. 2010, 1, 568–580. [Google Scholar] [CrossRef] [Green Version]
  18. Laureto, J.J.; Pearce, J.M. Open Source Multi-Head 3D Printer for Polymer-Metal Composite Component Manufacturing. Technologies 2017, 5, 36. [Google Scholar] [CrossRef] [Green Version]
  19. Gwamuri, J.; Pearce, J.M. Open source 3D printers: An appropriate technology for building low cost optics labs for the developing communities. In Proceedings of the SPIE 10452, 14th Conference on Education and Training in Optics and Photonics ETOP, Hangzhou, China, 29–31 May 2017; p. 104522. [Google Scholar] [CrossRef] [Green Version]
  20. Price, A.J.N.; Capel, A.J.; Lee, R.J.; Pradel, P.; Christie, S.D.R. An open source toolkit for 3D printed fluidics. J. Flow Chem. 2021, 11, 37–51. [Google Scholar] [CrossRef]
  21. Sculpteo The State of 3D Printing Report: 2020. Available online: https://www.sculpteo.com/en/ebooks/state-of-3d-printing-report-2020/ (accessed on 30 October 2021).
  22. Cantrell, J.; Rohde, S.; Damiani, D.; Gurnani, R.; DiSandro, L.; Anton, J.; Young, A.; Jerez, A.; Steinbach, D.; Kroese, C.; et al. Experimental Characterization of the Mechanical Properties of 3D Printed ABS and Polycarbonate Parts. In Advancement of Optical Methods in Experimental Mechanics; Yoshida, S., Lamberti, L., Sciammarella, C., Eds.; Conference Proceedings of the Society for Experimental Mechanics Series; Springer: Cham, Switzerland, 2017; Volume 3. [Google Scholar] [CrossRef]
  23. Naveed, N. Investigating the Material Properties and Microstructural Changes of Fused Filament Fabricated PLA and Tough-PLA Parts. Polymers 2021, 13, 1487. [Google Scholar] [CrossRef] [PubMed]
  24. Hsueh, M.-H.; Lai, C.-J.; Chung, C.-F.; Wang, S.-H.; Huang, W.-C.; Pan, C.-Y.; Zeng, Y.-S.; Hsieh, C.-H. Effect of Printing Parameters on the Tensile Properties of 3D-Printed Polylactic Acid (PLA) Based on Fused Deposition Modeling. Polymers 2021, 13, 2387. [Google Scholar] [CrossRef] [PubMed]
  25. Hsueh, M.-H.; Lai, C.-J.; Wang, S.-H.; Zeng, Y.-S.; Hsieh, C.-H.; Pan, C.-Y.; Huang, W.-C. Effect of Printing Parameters on the Thermal and Mechanical Properties of 3D-Printed PLA and PETG, Using Fused Deposition Modeling. Polymers 2021, 13, 1758. [Google Scholar] [CrossRef] [PubMed]
  26. Kováčová, M.; Kozakovičová, J.; Procházka, M.; Janigová, I.; Vysopal, M.; Černičková, I.; Krajčovič, J.; Špitalský, Z. Novel Hybrid PETG Composites for 3D Printing. Appl. Sci. 2020, 10, 3062. [Google Scholar] [CrossRef]
  27. Mercado-Colmenero, J.M.; Martin-Doñate, C.; Moramarco, V.; Attolico, M.A.; Renna, G.; Rodriguez-Santiago, M.; Casavola, C. Mechanical Characterization of the Plastic Material GF-PA6 Manufactured Using FDM Technology for a Compression Uniaxial Stress Field via an Experimental and Numerical Analysis. Polymers 2020, 12, 246. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  28. Tuan Rahim, T.N.A.; Abdullah, A.M.; Akil, H.M.; Mohamad, D.; Rajion, Z.A. Preparation and characterization of a newly developed polyamide composite utilising an affordable 3D printer. J. Reinf. Plast. Compos. 2015, 34, 1628–1638. [Google Scholar] [CrossRef]
  29. Yousif, E.; Haddad, R. Photodegradation and photostabilization of polymers, especially polystyrene: Review. Springerplus 2013, 2, 398. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  30. Andrady, A.L.; Hamid, S.H.; Hu, X.; Torikai, A. Effects of increased solar ultraviolet radiation on materials. J. Photochem. Photobiol. B Biol. 1998, 46, 96–103. [Google Scholar] [CrossRef]
  31. Chamas, A.; Moon, H.; Zheng, J.; Qiu, Y.; Tabassum, T.; Jang, J.H.; Abu-Omar, M.; Scott, S.L.; Suh, S. Degradation Rates of Plastics in the Environment. ACS Sustain. Chem. Eng. 2020, 8, 3494–3511. [Google Scholar] [CrossRef] [Green Version]
  32. White, J.R. Polymer ageing: Physics, chemistry or engineering? Time to reflect. Comptes. Rendus. Chim. 2006, 9, 1396–1408. [Google Scholar] [CrossRef]
  33. Allara, D. Aging of Polymers. Environ. Health Perspect. 1975, 11, 29–33. [Google Scholar] [CrossRef]
  34. Moraczewski, K.; Stepczyńska, M.; Malinowski, R.; Karasiewicz, T.; Jagodziński, B.; Rytlewski, P. The Effect of Accelerated Aging on Polylactide Containing Plant Extracts. Polymers 2019, 11, 575. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  35. Masek, A.; Cichosz, S.; Piotrowska, M. Biocomposites of Epoxidized Natural Rubber/Poly(lactic acid) Modified with Natural Fillers (Part I). Int. J. Mol. Sci. 2021, 22, 3150. [Google Scholar] [CrossRef] [PubMed]
  36. Grzelak, K.; Łaszcz, J.; Polkowski, J.; Mastalski, P.; Kluczyński, J.; Łuszczek, J.; Torzewski, J.; Szachogłuchowicz, I.; Szymaniuk, R. Additive Manufacturing of Plastics Used for Protection against COVID19—The Influence of Chemical Disinfection by Alcohol on the Properties of ABS and PETG Polymers. Materials 2021, 14, 4823. [Google Scholar] [CrossRef] [PubMed]
  37. Moreno Nieto, D.; Alonso-García, M.; Pardo-Vicente, M.-A.; Rodríguez-Parada, L. Product Design by Additive Manufacturing for Water Environments: Study of Degradation and Absorption Behavior of PLA and PETG. Polymers 2021, 13, 1036. [Google Scholar] [CrossRef] [PubMed]
  38. Cuiffo, M.A.; Snyder, J.; Elliott, A.M.; Romero, N.; Kannan, S.; Halada, G.P. Impact of the Fused Deposition (FDM) Printing Process on Polylactic Acid (PLA) Chemistry and Structure. Appl. Sci. 2017, 7, 579. [Google Scholar] [CrossRef] [Green Version]
  39. Martins, C.; Pinto, V.; Guedes, R.M.; Marques, A.T. Creep and Stress Relaxation Behaviour of PLA-PCL Fibres—A Linear Modelling Approach. Procedia Eng. 2015, 114, 768–775. [Google Scholar] [CrossRef] [Green Version]
  40. Morreale, M.; Mistretta, M.C.; Fiore, V. Creep Behavior of Poly(lactic acid) Based Biocomposites. Materials 2017, 10, 395. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  41. Shanmugam, V.; Das, O.; Babu, K.; Marimuthu, U.; Veerasimman, A.; Johnson, D.J.; Neisiany, R.E.; Hedenqvist, M.S.; Ramakrishna, S.; Berto, F. Fatigue behaviour of FDM-3D printed polymers, polymeric composites and architected cellular materials. Int. J. Fatigue 2021, 143, 106007. [Google Scholar] [CrossRef]
  42. IARC Working Group on the Evaluation of Carcinogenic Risks to Humans. Radiation. International Agency for Research on Cancer: Lyon, France, 2012; IARC Monographs on the Evaluation of Carcinogenic Risks to Humans, No. 100D. Solar and Ultraviolet Radiation. Available online: https://www.ncbi.nlm.nih.gov/books/NBK304366/ (accessed on 17 November 2021).
  43. De Miguel, A.; Bilbao, J.; Román, R.; Mateos, D. Measurements and attenuation of erythemal radiation in Central Spain. Int. J. Clim. 2011, 32, 929–940. [Google Scholar] [CrossRef]
  44. Iqbal, M. An Introduction to Solar Radiation, 1st ed.; Elsevier BV: Amsterdam, The Netherlands, 1983; ISBN 9780323151818. [Google Scholar]
  45. Standard ISO 4892-3:2016, Plastics—Methods of Exposure to Laboratory Light Sources—Part 3: Fluorescent UV Lamps. Available online: https://www.iso.org/standard/67793.html (accessed on 30 October 2021).
  46. Fountoulakis, I.; Zerefos, C.S.; Bais, A.F.; Kapsomenakis, J.; Koukouli, M.-E.; Ohkawara, N.; Fioletov, V.; De Backer, H.; Lakkala, K.; Karppinen, T.; et al. Twenty-five years of spectral UV-B measurements over Canada, Europe and Japan: Trends and effects from changes in ozone, aerosols, clouds, and surface reflectivity. Comptes Rendus Geosci. 2018, 350, 393–402. [Google Scholar] [CrossRef]
  47. Bilbao, J.; de Miguel, A. Estimation of UV-B irradiation from total global solar meteorological data in central Spain. J. Geophys. Res. 2010, 115, D00I09. [Google Scholar] [CrossRef] [Green Version]
  48. Wang, Z.; Qian, L.; Peng, X.; Huang, Z.; Yang, Y.; He, C.; Fang, P. New Aspects of Degradation in Silicone Rubber under UVA and UVB Irradiation: A Gas Chromatography–Mass Spectrometry Study. Polymers 2021, 13, 2215. [Google Scholar] [CrossRef] [PubMed]
  49. Amaro-Ortiz, A.; Yan, B.; D’Orazio, J.A. Ultraviolet Radiation, Aging and the Skin: Prevention of Damage by Topical cAMP Manipulation. Molecules 2014, 19, 6202–6219. [Google Scholar] [CrossRef]
  50. Standard ASTM D638—14, Standard Test Method for Tensile Properties of Plastics. Available online: https://www.astm.org/Standards/D638 (accessed on 30 October 2021).
  51. Standard ISO 291:2008, Plastics—Standard Atmospheres for Conditioning and Testing. Available online: https://www.iso.org/standard/50572.html (accessed on 30 October 2021).
  52. Standard ASTM D2990-01, Standard Test Methods for Tensile, Compressive, and Flexural Creep and Creep-Rupture of Plastics. Available online: https://www.astm.org/Standards/D2990.htm (accessed on 30 October 2021).
  53. Wang, X.; Zhao, L.; Fuh, J.Y.H.; Lee, H.P. Effect of Porosity on Mechanical Properties of 3D Printed Polymers: Experiments and Micromechanical Modeling Based on X-ray Computed Tomography Analysis. Polymers 2019, 11, 1154. [Google Scholar] [CrossRef] [Green Version]
  54. Laureto, J.; Pearce, J. Anisotropic mechanical property variance between ASTM D638-14 type i and type iv fused filament fabricated specimens. Polym. Test. 2018, 68, 294–301. [Google Scholar] [CrossRef] [Green Version]
  55. Zhang, H.; Cai, L.; Golub, M.; Zhang, Y.; Yang, X.; Schlarman, K.; Zhang, J. Tensile, Creep, and Fatigue Behaviors of 3D-Printed Acrylonitrile Butadiene Styrene. J. Materi. Eng. Perform. 2018, 27, 57–62. [Google Scholar] [CrossRef] [Green Version]
  56. Popescu, D.; Zapciu, A.; Amza, C.G.; Baciu, F.; Marinescu, R. FDM process parameters influence over the mechanical properties of polymer specimens: A review. Polym. Test. 2018, 69, 157–166. [Google Scholar] [CrossRef]
Figure 1. Tested materials: (a) 3D-printed parts; (b) UV-B exposure of tested group.
Figure 1. Tested materials: (a) 3D-printed parts; (b) UV-B exposure of tested group.
Polymers 13 04132 g001
Figure 2. Testing of creep properties: (a) tension creep testing rig; (b) compression creep testing setup.
Figure 2. Testing of creep properties: (a) tension creep testing rig; (b) compression creep testing setup.
Polymers 13 04132 g002
Figure 3. Changes in material color and reflectivity, (a) PLA part comparison between control group (left) and treatment group (right); (b) PETG part comparison, control group (left) and treatment group (right).
Figure 3. Changes in material color and reflectivity, (a) PLA part comparison between control group (left) and treatment group (right); (b) PETG part comparison, control group (left) and treatment group (right).
Polymers 13 04132 g003
Figure 4. Fracture modes of tested parts: (a) PLA parts from the control group; (b) PETG parts from the UV-B exposure group.
Figure 4. Fracture modes of tested parts: (a) PLA parts from the control group; (b) PETG parts from the UV-B exposure group.
Polymers 13 04132 g004
Figure 5. Tensile strength testing results, with Young’s Modulus and tensile stress at tensile strength: (a) PLA control group; (b) PLA with UV-B exposure; (c) PETG control group; (d) PETG with UV-B exposure.
Figure 5. Tensile strength testing results, with Young’s Modulus and tensile stress at tensile strength: (a) PLA control group; (b) PLA with UV-B exposure; (c) PETG control group; (d) PETG with UV-B exposure.
Polymers 13 04132 g005
Figure 6. Compressive strength testing results: (a) PLA control group; (b) PLA with UV–B exposure; (c) PETG control group; (d) PETG with UV–B exposure.
Figure 6. Compressive strength testing results: (a) PLA control group; (b) PLA with UV–B exposure; (c) PETG control group; (d) PETG with UV–B exposure.
Polymers 13 04132 g006
Figure 7. Creep curves of tested materials: (a) PLA elongation vs. time; (b) PETG elongation vs. time; (c) compression creep test untightening torque results.
Figure 7. Creep curves of tested materials: (a) PLA elongation vs. time; (b) PETG elongation vs. time; (c) compression creep test untightening torque results.
Polymers 13 04132 g007
Figure 8. Scanning electron microscopy analysis of fractured 3D-printed samples: (a) PLA sample from control group: I—fracture along filament lines; II—filaments fractured transversally; III—sharp necking of the ruptured filaments; IV—reduced flaking at the fractured surface; (b) PLA sample from UV-B-exposed group: I—fracture along filament lines; II—filaments fractured transversally; III—sharp necking of the ruptured filaments; IV—increased roughness of filaments surface; (c) PETG sample from control group: I—fracture along filament lines; II—filaments fractured transversally; III—flaking and necking of the ruptured filament; IV—internal microvoids specific to the manufacturing process; V—interlayer fusion; (d) PETG sample from UV-B-exposed group: I—fracture along filament lines; II—filaments fractured transversally; III—flaking of the ruptured filaments; IV—internal microvoids specific to the manufacturing process.
Figure 8. Scanning electron microscopy analysis of fractured 3D-printed samples: (a) PLA sample from control group: I—fracture along filament lines; II—filaments fractured transversally; III—sharp necking of the ruptured filaments; IV—reduced flaking at the fractured surface; (b) PLA sample from UV-B-exposed group: I—fracture along filament lines; II—filaments fractured transversally; III—sharp necking of the ruptured filaments; IV—increased roughness of filaments surface; (c) PETG sample from control group: I—fracture along filament lines; II—filaments fractured transversally; III—flaking and necking of the ruptured filament; IV—internal microvoids specific to the manufacturing process; V—interlayer fusion; (d) PETG sample from UV-B-exposed group: I—fracture along filament lines; II—filaments fractured transversally; III—flaking of the ruptured filaments; IV—internal microvoids specific to the manufacturing process.
Polymers 13 04132 g008
Table 1. 3D-printing process parameters.
Table 1. 3D-printing process parameters.
MaterialNozzle DiameterLayer HeightContoursInfillInfill PatternExtrusion Temp.Bed Temp.
PLA0.40 mm0.20 mm2100%Grid
45°/−45°
205 °C45 °C
PETG235 °C65 °C
Table 2. Tensile strength and stiffness.
Table 2. Tensile strength and stiffness.
PropertyPLA ControlPLA UV-BPETG ControlPETG UV-B
Tensile strength [MPa]29.54 ± 0.3527.99 ± 0.3631.30 ± 0.2419.98 ± 0.63
Young’s Modulus [MPa]2775 ± 26.32760 ± 441648 ± 21.51629 ± 14.6
Elongation at break [%]1.68 ± 0.021.43 ± 0.053.06 ± 0.041.36 ± 0.06
Table 3. Compressive strength.
Table 3. Compressive strength.
PropertyPLA (Control)PLA (UV-B)PETG (Control)PETG (UV-B)
Compressive str.78.06 ± 0.5573.17 ± 0.1765.94 ± 9.047.04 ± 0.16
Table 4. Loads used for creep testing.
Table 4. Loads used for creep testing.
MaterialTensile PropertiesCompressive Properties
Strength [MPa]Creep Test [MPa]Target Load [N]Used Load [N]Strength [MPa]Torque [N·m]Used Load [N]Creep Test [MPa]
PLA29.547.511712.5 × 9.478.065.07281640.9
PETG31.3812512.5 × 1065.945.07281640.9
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Amza, C.G.; Zapciu, A.; Baciu, F.; Vasile, M.I.; Nicoara, A.I. Accelerated Aging Effect on Mechanical Properties of Common 3D-Printing Polymers. Polymers 2021, 13, 4132. https://doi.org/10.3390/polym13234132

AMA Style

Amza CG, Zapciu A, Baciu F, Vasile MI, Nicoara AI. Accelerated Aging Effect on Mechanical Properties of Common 3D-Printing Polymers. Polymers. 2021; 13(23):4132. https://doi.org/10.3390/polym13234132

Chicago/Turabian Style

Amza, Catalin Gheorghe, Aurelian Zapciu, Florin Baciu, Mihai Ion Vasile, and Adrian Ionut Nicoara. 2021. "Accelerated Aging Effect on Mechanical Properties of Common 3D-Printing Polymers" Polymers 13, no. 23: 4132. https://doi.org/10.3390/polym13234132

APA Style

Amza, C. G., Zapciu, A., Baciu, F., Vasile, M. I., & Nicoara, A. I. (2021). Accelerated Aging Effect on Mechanical Properties of Common 3D-Printing Polymers. Polymers, 13(23), 4132. https://doi.org/10.3390/polym13234132

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop