Abstract
The foot orthotic insole market is forecast to surpass a value of 3.6 billion USD by 2021. This vast industry continues to rely on foam milling and other subtractive methods of manufacturing, which have proven to be wasteful and inefficient. Leaps in digital manufacturing have enabled the technology to enter a plethora of industries, with the promise of increased customization accompanied with reduced waste generation. Despite boasting these valuable traits, the explosive proliferation of 3D printing in conjunction with mounting pressure to incorporate sustainable practices, means that research must be focused on maximizing the material and energy efficiency of the technology. This paper employs a Design of Experiments (DoE) approach for the optimization of two prefabricated insoles, adjusting percentage infill and layer height to obtain data regarding the effects of these parameters on print time, filament usage volume, and energy consumption. Key conclusions formed from the study were that infill density is the dominant factor effecting material consumption and power usage, whereas layer height has the greatest influence on production time. The data presented in this study has the potential to aid not only in the development of mass producible additive manufactured (AM) insoles, but also to advance the understanding of the environmental impact of AM technologies.
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References
Crabtree, P., Dhokia, V., Newman, S., Ansell, M.: Manufacturing methodology for personalised symptom-specific sports insoles. Robot. Comput.-Integr. Manuf. 25(6), 972–979 (2009)
Tuff, S.: Do you really need an $800 custom insole? [Internet]. Nytimes.com. (2019) [cited 10 Dec 2018]. Available from https://www.nytimes.com/2006/06/22/fashion/thursdaystyles/22Fitness.html
Lipson, H., Kurman, M.: In: Fabricated: The New World of 3D Printing. Indianapolis, Ind. J. (2013)
Gebler, M., Schoot Uiterkamp, A., Visser, C.: A global sustainability perspective on 3D printing technologies. Energ. Policy 74, 158–167 (2014)
Salles, A., Gyi, D.: An evaluation of personalised insoles developed using additive manufacturing. J. Sports Sci. 31(4), 442–450 (2013)
Foot orthotic insoles market size globally 2015–2021| Statistic [Internet]. Statista. (2019) [cited 13 Feb 2019]. Available from https://www.statista.com/statistics/888548/foot-orthotic-insoles-market-size-global/
Davia-Aracil, M., Hinojo-Pérez, J., Jimeno-Morenilla, A., Mora-Mora, H.: 3D printing of functional anatomical insoles. Comput. Ind. 95, 38–53 (2018)
International Standards Organization (ISO). ISO 14000: Environmental Management. Geneva, ISO (2015)
Tang, Y., Mak, K., Zhao, Y.: A framework to reduce product environmental impact through design optimization for additive manufacturing. J. Clean. Prod. 137, 1560–1572 (2016)
Peng, T.: Analysis of energy utilization in 3D printing processes. Procedia CIRP. 40, 62–67 (2016)
Griffiths, C., Howarth, J., De Almeida-Rowbotham, G., Rees, A., Kerton, R.: A design of experiments approach for the optimisation of energy and waste during the production of parts manufactured by 3D printing. J. Clean. Prod. 139, 74–85 (2016)
Mognol, P., Lepicart, D., Perry, N.: Rapid prototyping: energy and environment in the spotlight. Rapid Prototyping J. 12(1), 26–34 (2006)
Ultimaker 2 + Specification sheet [Internet]: Ultimaker (2013) [cited 13 Feb 2019]. Available from https://ultimaker.com/file/download/productgroup/Ultimaker%202+%20and%20Ultimaker%202%20Extended+%20specification%20sheet.pdf/5b924f26322d6.pdf
Dudescu, C., Racz, L.: Effects of raster orientation, infill rate and infill pattern on the mechanical properties of 3d printed materials. ACTA Univ. Cibiniensis. 69(1), 23–30 (2017)
TESTING 3D printed Infill patterns for their strength [Internet]: YouTube. (2018) [cited 20 Mar 2019]. Available from https://www.youtube.com/watch?v=upELI0HmzHc
Kuznetsov, V., Solonin, A., Tavitov, A., Urzhumtsev, O., Vakulik, A.: Increasing of strength of FDM (FFF) 3D printed parts by influencing on temperature-related parameters < strong > </strong > of the Process (2018)
Gunaydin, K.: The effect of layer thickness to the tensile stress: experimental studies. In: International Congress on 3d Printing (Additive Manufacturing) Technologies and Digital Industry. Istanbul (2018)
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The author would like to acknowledge the financial support of the College of Engineering, Swansea University to facilitate conference funding.
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Kirby, M.J., Johnson, R., Rees, A., Griffiths, C.A. (2021). Energy Utilization Analysis and Optimization of Corrective Insoles Manufactured by 3D Printing. In: Scholz, S.G., Howlett, R.J., Setchi, R. (eds) Sustainable Design and Manufacturing 2020. Smart Innovation, Systems and Technologies, vol 200. Springer, Singapore. https://doi.org/10.1007/978-981-15-8131-1_22
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DOI: https://doi.org/10.1007/978-981-15-8131-1_22
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