3.1. Life Cycle Results Interpretation
The human health and ecosystem endpoints were used to understand the impacts when using FFF instead of IM to mass-produce eighteen million cosmetic compacts on human health and environmental categories, as shown in
Figure 2. The impact on both endpoints when using FFF is five times greater than using IM. The human health impact is also much greater than the ecosystem endpoint for both technologies. This shows that both processes create a greater negative impact on impact categories related to human health than on the environment.
Analysing the generated impact on the endpoints per process, it is evident that the electricity consumption to print the compacts generates the greatest impact. The printing energy consumption impact is twenty times greater than IM consumption impact on both endpoints, which was expected since the energy consumption during printing was much greater than for moulding due to the five-hour cycle time. The raw material production for IM has a 24% and 32% greater impact on human health and ecosystem endpoint, respectively, than the FFF compacts. This was attributed to the greater amount of material required for IM, as explained previously. The production of the printers creates a ten times greater impact on both endpoints compared to the IM machine and mould production. This was attributed to the use of aluminium, which generates a greater environmental impact compared to the use of steel. Moreover, the amount of aluminium by weight in kilograms required for the 6510 printers over twelve years is around five times more than the steel required for 2 IM machines and moulds.
Each endpoint was analysed further to understand the midpoint categories that were most affected. Using Pareto analysis, the impact categories that had the largest contribution to the human health and ecosystem endpoints were further analysed, using the 80/20 rule. For the human health endpoint, global warming and fine particulate matter formation generated more than 90% of the total endpoint impact for both FFF and IM. For the ecosystem endpoint, global warming and terrestrial acidification contributed to 85% of the total impact for both technologies.
Figure 3 shows a detailed breakdown of the midpoint impacts specified per process. The impact on the selected categories generated by the FFF compacts was greater than when IM was used, which was expected since FFF had a five times greater impact on the endpoints. The printing electricity consumption is responsible for the significant difference in impacts compared to using IM.
The results show that greenhouse gas emissions, which impact human health and ecosystems, are mostly generated during printing for FFF compacts. Analysing the emissions during electricity consumption (MT mix), it was found that around 50% of the total global warming impact on both endpoints was caused by CO2 emissions. Moreover, interestingly, fine particulate matter emissions had the greatest impact on human health for FFF compacts, where fine particulate matter was generated as a result of chemical reactions from other pollutants such as sulphur dioxide and nitrogen oxides, which are emitted during electricity consumption. On the other hand, IM energy consumption contributes around 15% of the total impact on global warming for human health. This further proves that the longer cycle time of printing creates much greater negative impacts when compared to IM.
For IM compacts, the production of ABS granules had the greatest impact on all categories. Greenhouse gases and fine particulate emissions were generated during the production of ABS, which contributed to the total impacts on both endpoints. In fact, analysing the emissions generated during the material production, CO2 emissions accounted for around 50% of the total impact on both endpoints, while sulphur dioxide emissions accounted for around 23%, contributing to global warming and fine particular matter impacts, respectively. Terrestrial acidification was mostly affected by printer consumption and ABS granule production, since sulphur dioxide and nitrogen oxides are also acidifying pollutants that are emitted during these processes. Moreover, machinery production creates a small but still significant impact on human health, with minor impacts on ecosystem midpoints. Printer production generates greater total emissions compared to that of IM machinery.
Comparing the obtained results to the literature, various similarities were noted. FFF maximises material utilisation, which was highlighted in the greater impacts generated by IM raw material production when compared to filament production. Furthermore, as explained previously, the results from energy consumption studies vary significantly. The results obtained in this study show that the consumption of FFF is twenty times greater than using IM, which agrees with findings from Kurman and Lipson, and Yoon et al. [
10,
21]. Carrying out optimisation of process parameters would lead to a reduction in energy consumption during printing, which would reduce the associated environmental impacts [
11].
3.1.1. Sensitivity Analysis Results
One of the assumptions made to model the LCA data was that the FFF printer is made entirely from aluminium. This assumption was made since the production of 3D printers was not included as a process in the Ecoinvent database. For a fair comparison, the IM machinery was modelled as being made entirely from steel. Since the production of the IM machinery is included in the moulding process found in the Ecoinvent database, the created IM process was compared to the database process to determine the difference in results. The total impact of the latter led to a 2% increase in both endpoint results when compared to the simple modelled process. This very small variation shows that the assumptions made to model the IM process led to very close results, especially taking into consideration the substantial impact of the FFF process compared to IM.
For the FFF process, since a more accurate representation was not available in the Ecoinvent database, the mass of aluminium used was varied by 50%, where the sensitivity of the human health and ecosystem endpoints resulted in an 11% and 7% difference, respectively. This variation is relatively minor considering that the manufacturing of the printer was around 10% of the total impact for both endpoints. Hence, it was concluded that the assumptions made do not greatly affect the results.
3.1.2. Life Cycle Assessment Results Conclusion
The results obtained from the LCA show that implementing FFF for the mass production of the compacts led to a five times greater environmental impact compared to using IM, which is in line with various studies. Therefore, it can be concluded that using IM to mass-produce the compacts leads to a lesser impact on the environment as opposed to using FFF. This also holds for one compact, since utilisation factors were used.
3.2. Costing Results
The results obtained from the costing models and NPV methods explained previously are analysed in this section.
3.2.1. Costing Model Results
The total cost per compact (CPC) using FFF was EUR 1.58, which is a 17 times greater cost compared to the EUR 0.09 obtained using IM. This drastic increase in cost per part was obtained due to various factors. The CPC breakdown is shown in
Figure 4. The greatest cost for FFF was the material cost, which is twelve times greater compared to the ABS granule cost for IM. Considering that 1.5 million compacts per year are required, meaning 3 million components, the greater material cost generates a substantial annual expense. The labour cost was the second greatest cost for FFF, due to the set-up and part removal time required after every build. Contrastingly, the labour CPC for IM is almost insignificant. The FFF machinery CPC is 33 times greater than the IM machine CPC due to the multiple printers required. Moreover, it should be kept in mind that since the utilisation of the IM machinery to reach the annual production volume required was 34%, only 34% of the IM machine cost was considered in this comparison. The high printing energy consumption generates a cost that is twenty times greater than the IM consumption cost. The maintenance CPCs for the printers and IM machines were significantly different due to the greater number of printers requiring maintenance yearly.
3.2.2. Net Present Value Model Results
The total NPV for IM and FFF after twelve years of production was EUR −1,493,837 and EUR −26,043,761, respectively. As previously explained, the NPV values are negative since only expenses were considered to understand the cost incurred to produce the compacts using both technologies. Similar to the CPC, the NPV for FFF is 17 times greater than for IM. The required investment for 2170 printers every five years due to the lifetime of the printers led to much greater costs incurred over twelve years as opposed to the initial investment in IM machines and expenditure of 2 moulds every two years. Moreover, since the IM machine utilisation to produce the required quantity was 34%, the costs were considered accordingly. Therefore, although FFF does not require tooling, the total NPV for IM is not greatly affected by the two moulds required every two years due to discounting. Significantly greater expenses are generated when using FFF, with the capital investment and material costs being 36 and 12 times greater than expenses for IM, respectively. This is due to the number of printers required and the greater cost for ABS filaments compared to granules.
3.2.3. Life Cycle Costing Sensitivity Analysis
A sensitivity analysis was carried out to analyse the effect of certain costs on the total NPV for both technologies over twelve years. The material and printer costs were decreased by 90% due to their great contribution to the overall NPV for both FFF and IM to understand their impact on the total NPV. For FFF, the total NPV was 41% and 18% sensitive to changes in material and printer cost, respectively, while the total IM NPV was 59% sensitive to variation in material cost since more material is required to mould the compacts. The production quantity was also decreased by 90% to identify the effect of the quantity on the resulting NPV. The total NPV for FFF and IM was found to be 100% and 61% sensitive to quantity variation, respectively. Hence, the yearly production quantity had the greatest effect on the total NPV.
The production quantity was varied to identify where FFF would be more financially feasible to implement instead of IM. This point was obtained at circa 20,000 compacts yearly, which is only 1.3% of the total required yearly production. At this point, the total NPV over twelve years was EUR −347,250 for FFF and EUR −443,351 for IM, where the greatest cost contributor for IM was the mould costs, since two moulds are still required to produce the compact. Hence, at 20,000 or fewer compacts yearly, FFF would be more financially feasible than IM due to the tooling costs required.
3.2.4. Life Cycle Costing Results Conclusion
From the financial analysis carried out, IM was found to be more financially feasible than FFF for 1.5 million compacts produced yearly for twelve years. However, for small production quantities lower than 20,000 compacts, FFF is more feasible. This obtained result agrees with the conclusions of Franchetti and Kress, as well as Hopkinson and Dickens [
5,
6]. The breakeven point obtained by researchers varied between 200 and 20,000 parts and was dependent on the size and complexity of the printed part. Additionally, with economies of scale, the machine and material cost would be reduced with the increased use of 3D printers, potentially making the technology a more viable option [
6].
3.3. Quality Testing Results
For visual quality, the average dimensions of ten IM compacts were all within the specified limits, while the dimensions of the FFF compacts were not within the acceptable limit due to thin walls, which create a challenge during printing. Moreover, the lid and base mismatch for all compacts was within the acceptable limits. Multiple visual defects were observed for the 3D-printed parts. Rough surface finishes were obtained due to the stepping effect caused by the printed layer thickness, as can be seen in
Figure 5. Stringing was also noticed, where thin filaments were left on the compact by the extruder nozzle. Conversely, and as expected, the IM compacts were of superior visual and aesthetic quality, with a smooth and glossy finish and no visible defects. To obtain better surface finish for the printed parts, additional post-processing would be required to reduce the appearance and texture of the layer lines. However, this would continue to increase costs.
For package integrity, the IM and FFF compacts passed the stress cracking tests with no visible damage to the compacts. From the open/close cyclic test, the pins in the printed compacts started to come out after 200 cycles. This occurred since cylindrical holes are difficult to produce using FFF, especially since the holes could not be aligned with the z-axis and internal support structures were printed. Therefore, the pin was fitting tightly in the holes, which led to the pins moving out due to the repeated motion. From the drop test, three out of ten FFF compacts failed due to a broken hinge upon impact. The hinge is created from a thin wall that is prone to damage due to the reduced strength and delamination of the printed layers. The IM compacts passed all integrity testing.
From a functional quality perspective, the hinge breakage test showed that the printed compacts endured lower forces than the minimum specification of 27 N before breaking, unlike the IM compacts, which passed the test. This was due to minimal yielding of the hinge of the FFF compacts before failing under the applied force, where a clean brittle fracture occurred at the hinge. The force applied was perpendicular to the hinge, which led to delamination of the layers, causing minimal to no yielding before brittle fracture. Moreover, the force required to open the FFF compacts was smaller than the allowable 1.96 N limit since the clip did not print properly due to its very small size.
Quality Testing Results Conclusion
From the quality testing results obtained, it is clear that the IM compacts are of superior functional and aesthetic quality compared to those created using FFF. Compacts produced using IM have greater strength due to their high uniformity as opposed to defects in the printed compact due to the layer-by-layer addition of material. However, with better parameter selection, the strength and quality of the compacts could be improved.