Skip to main content

Energy Utilization Analysis and Optimization of Corrective Insoles Manufactured by 3D Printing

  • Conference paper
  • First Online:
Sustainable Design and Manufacturing 2020

Part of the book series: Smart Innovation, Systems and Technologies ((SIST,volume 200))

  • 1472 Accesses

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 299.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 379.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 379.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. 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)

    Article  Google Scholar 

  2. 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

  3. Lipson, H., Kurman, M.: In: Fabricated: The New World of 3D Printing. Indianapolis, Ind. J. (2013)

    Google Scholar 

  4. Gebler, M., Schoot Uiterkamp, A., Visser, C.: A global sustainability perspective on 3D printing technologies. Energ. Policy 74, 158–167 (2014)

    Article  Google Scholar 

  5. Salles, A., Gyi, D.: An evaluation of personalised insoles developed using additive manufacturing. J. Sports Sci. 31(4), 442–450 (2013)

    Article  Google Scholar 

  6. 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/

  7. Davia-Aracil, M., Hinojo-Pérez, J., Jimeno-Morenilla, A., Mora-Mora, H.: 3D printing of functional anatomical insoles. Comput. Ind. 95, 38–53 (2018)

    Article  Google Scholar 

  8. International Standards Organization (ISO). ISO 14000: Environmental Management. Geneva, ISO (2015)

    Google Scholar 

  9. 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)

    Article  Google Scholar 

  10. Peng, T.: Analysis of energy utilization in 3D printing processes. Procedia CIRP. 40, 62–67 (2016)

    Article  Google Scholar 

  11. 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)

    Article  Google Scholar 

  12. Mognol, P., Lepicart, D., Perry, N.: Rapid prototyping: energy and environment in the spotlight. Rapid Prototyping J. 12(1), 26–34 (2006)

    Article  Google Scholar 

  13. 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

  14. 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)

    Article  Google Scholar 

  15. TESTING 3D printed Infill patterns for their strength [Internet]: YouTube. (2018) [cited 20 Mar 2019]. Available from https://www.youtube.com/watch?v=upELI0HmzHc

  16. 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)

    Google Scholar 

  17. 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)

    Google Scholar 

Download references

Acknowledgements

The author would like to acknowledge the financial support of the College of Engineering, Swansea University to facilitate conference funding.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to A. Rees .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

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

Download citation

  • DOI: https://doi.org/10.1007/978-981-15-8131-1_22

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-15-8130-4

  • Online ISBN: 978-981-15-8131-1

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics