Skip to main content

Advertisement

Log in

Environmental impacts of conventional and additive manufacturing for the production of Ti-6Al-4V knee implant: a life cycle approach

  • ORIGINAL ARTICLE
  • Published:
The International Journal of Advanced Manufacturing Technology Aims and scope Submit manuscript

Abstract

This paper explores whether additive manufacturing (AM) is more environmentally friendly than conventional manufacturing (CM) for the production of medical implants. The environmental impact of manufacturing the femoral component of a knee implant made from Ti-6Al-4V material was investigated. One AM method (electron beam melting (EBM)) and one CM method (milling) were analysed for the production of this part. A cradle to grave life cycle approach was utilised for each manufacturing method focusing on the primary energy consumption (PEC) and CO2 emissions. It was found that when the entire life cycle of the implant is considered, EBM is a more environmentally friendly method of producing the implant. This is mainly due to the complex geometry of the implant. For complex geometries, lots of waste material are generated using CM processes, whereas much less material is wasted using the AM process. The production of the raw material, Ti-6Al-4V, has a high PEC and associated CO2 emissions, so the amount of required raw material for either manufacturing method is the most important factor from an environmental perspective. Finally, the article presents the plans for future work and some remarks are concluded.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

References

  1. Thirupathi RM, Vinodh S, Ben Ruben R, Antony J (2019) Application of environmentally conscious manufacturing strategies for an automotive component. Int J Sustain Eng 12(2):95–107. https://doi.org/10.1080/19397038.2018.1508317

    Article  Google Scholar 

  2. Paris H, Mokhtarian H, Coatanéa E, Museau M, Ituarte IF (2016) Comparative environmental impacts of additive and subtractive manufacturing technologies. CIRP Ann 65(1):29–32. https://doi.org/10.1016/j.cirp.2016.04.036

    Article  Google Scholar 

  3. Bours J, Adzima B, Gladwin S, Cabral J, Mau S (2017) Addressing hazardous implications of additive manufacturing: complementing life cycle assessment with a framework for evaluating direct human health and environmental impacts. J Ind Ecol 21(S1):S25–S36

    Article  Google Scholar 

  4. Wu B, Myant C, Weider S (2017) The value of additive manufacturing: future opportunities. Imperial College London, Briefing Paper (2)

  5. Gibson I, Rosen D, Stucker B (2015) Development of additive manufacturing technology. In: Additive manufacturing technologies. Springer, pp 19-42

  6. Kruth J-P, Mercelis P, Vaerenbergh JV, Froyen L, Rombouts M (2005) Binding mechanisms in selective laser sintering and selective laser melting. Rapid Prototyp J 11(1):26–36

    Article  Google Scholar 

  7. Le VT, Paris H (2018) A life cycle assessment-based approach for evaluating the influence of total build height and batch size on the environmental performance of electron beam melting. Int J Adv Manuf Technol 98(1-4):275–288

    Article  Google Scholar 

  8. Narra SP, Mittwede PN, DeVincent WS, Urish KL (2019) Additive manufacturing in total joint arthroplasty. Orthop Clin N Am 50(1):13–20. https://doi.org/10.1016/j.ocl.2018.08.009

    Article  Google Scholar 

  9. Horst A, McDonald F, Hutmacher DW (2019) A clarion call for understanding regulatory processes for additive manufacturing in the health sector. Expert Rev Med Devices 16(5):405–412. https://doi.org/10.1080/17434440.2019.1609353

    Article  Google Scholar 

  10. Gioumouxouzis CI, Karavasili C, Fatouros DG (2019) Recent advances in pharmaceutical dosage forms and devices using additive manufacturing technologies. Drug Discov Today 24(2):636–643. https://doi.org/10.1016/j.drudis.2018.11.019

    Article  Google Scholar 

  11. Tavassoli S, Brandt M, Qian M, Arenius P, Kianian B, Diegel O, Mention A-L, Cole I, Elghitany A, Pope L (2020) Adoption and diffusion of disruptive technologies: the case of additive manufacturing in medical technology industry in Australia. Procedia Manuf 43:18–24. https://doi.org/10.1016/j.promfg.2020.02.103

    Article  Google Scholar 

  12. Rath L (2019) Outlook for joint replacements. Arthritis Foundation News Blog

  13. OECD (2019) Health at a glance 2019: OECD indicators. OECD Publishing, Paris. https://doi.org/10.1787/4dd50c09-en

    Book  Google Scholar 

  14. O’Neill B, Nugent M, Cashman J, O’Flanagan S, Keogh P, Kenny P (2014) The Irish National Joint Registry: where are we now? Ir J Med Sci 183(1):77–83

    Article  Google Scholar 

  15. Hu CY, Yoon T-R (2018) Recent updates for biomaterials used in total hip arthroplasty. Biomater Res 22(1):1–12

    Article  Google Scholar 

  16. Zhang J, Matsuura H, Tsukihashi F (2014) Processes for recycling. In: Treatise on process metallurgy. Elsevier, pp 1507-1561

  17. Huang R, Riddle M, Graziano D, Warren J, Das S, Nimbalkar S, Cresko J, Masanet E (2016) Energy and emissions saving potential of additive manufacturing: the case of lightweight aircraft components. J Clean Prod 135:1559–1570

    Article  Google Scholar 

  18. Priarone PC, Ingarao G, di Lorenzo R, Settineri L (2017) Influence of material-related aspects of additive and subtractive Ti-6Al-4V manufacturing on energy demand and carbon dioxide emissions. J Ind Ecol 21(S1):S191–S202

    Article  Google Scholar 

  19. Liu Z, Jiang Q, Ning F, Kim H, Cong W, Xu C, H-c Z (2018) Investigation of energy requirements and environmental performance for additive manufacturing processes. Sustainability 10(10):3606

    Article  Google Scholar 

  20. Liu Z, Li C, Fang X, Guo Y (2018) Energy consumption in additive manufacturing of metal parts. Procedia Manuf 26:834–845

    Article  Google Scholar 

  21. Faludi J, Bayley C, Bhogal S, Iribarne M (2015) Comparing environmental impacts of additive manufacturing vs traditional machining via life-cycle assessment. Rapid Prototyp J 21(1):14–33

    Article  Google Scholar 

  22. Serres N, Tidu D, Sankare S, Hlawka F (2011) Environmental comparison of MESO-CLAD® process and conventional machining implementing life cycle assessment. J Clean Prod 19(9-10):1117–1124

    Article  Google Scholar 

  23. Kreiger M, Pearce JM (2013) Environmental life cycle analysis of distributed three-dimensional printing and conventional manufacturing of polymer products. ACS Sustain Chem Eng 1(12):1511–1519

    Article  Google Scholar 

  24. Ingarao G, Priarone PC, Deng Y, Paraskevas D (2018) Environmental modelling of aluminium based components manufacturing routes: additive manufacturing versus machining versus forming. J Clean Prod 176:261–275

    Article  Google Scholar 

  25. Campatelli G, Montevecchi F, Venturini G, Ingarao G, Priarone PC (2020) Integrated WAAM-subtractive versus pure subtractive manufacturing approaches: an energy efficiency comparison. Int J Precis Eng Manuf Green Technol 7(1):1–11

    Article  Google Scholar 

  26. Ingarao G, Priarone PC (2020) A comparative assessment of energy demand and life cycle costs for additive- and subtractive-based manufacturing approaches. J Manuf Process 56:1219–1229. https://doi.org/10.1016/j.jmapro.2020.06.009

    Article  Google Scholar 

  27. Rebitzer G, Ekvall T, Frischknecht R, Hunkeler D, Norris G, Rydberg T, Schmidt WP, Suh S, Weidema BP, Pennington DW (2004) Life cycle assessment: Part 1: Framework, goal and scope definition, inventory analysis, and applications. Environ Int 30(5):701–720. https://doi.org/10.1016/j.envint.2003.11.005

    Article  Google Scholar 

  28. Palmer S, Servant C, Maguire J, Parish E, Cross M (2002) Ability to kneel after total knee replacement. J Bone Joint Surg Br Vol 84(2):220–222

    Article  Google Scholar 

  29. Klem N-R, Kent P, Smith A, Dowsey M, Fary R, Schütze R, O’Sullivan P, Choong P, Bunzli S (2020) Satisfaction after total knee replacement for osteoarthritis is usually high, but what are we measuring? A systematic review. Osteoarthr Cartil Open 2(1):100032. https://doi.org/10.1016/j.ocarto.2020.100032

    Article  Google Scholar 

  30. Sharma A (2011) Design of knee prostheis. Negócios, Tecnologia, Lisbon

    Google Scholar 

  31. Welsch G, Boyer R, Collings E (1993) Materials properties handbook: titanium alloys. ASM international

  32. Donachie MJ (2014) A guide to engineering selection of titanium alloys for design. Mechanical Engineers’ Handbook, p 1-37

  33. Bolzoni L (2019) Low-cost Fe-bearing powder metallurgy Ti alloys. Met Powder Rep 74(6):308–313

    Article  Google Scholar 

  34. USGS (2020) Mineral commodity summaries 2020. Mineral Commodity Summaries. Reston, VA. https://doi.org/10.3133/mcs2020

  35. Farjana SH, Huda N, Mahmud MP, Lang C (2018) Towards sustainable TiO2 production: an investigation of environmental impacts of ilmenite and rutile processing routes in Australia. J Clean Prod 196:1016–1025

    Article  Google Scholar 

  36. Habashi F (1997) Handbook of extractive metallurgy. Wily-VCH, Weinheim

    Google Scholar 

  37. Beaman JJ, Felipe Lopez L, Williamson RL (2014) Modeling of the vacuum arc remelting process for estimation and control of the liquid pool profile. J Dyn Syst Meas Control 136(3)

  38. Koshal D (2014) Manufacturing engineer’s reference book. Elsevier. https://doi.org/10.1016/C2009-0-24956-7

  39. Ginta TL, Amin AN (2013) Surface integrity in end milling titanium alloy Ti-6Al-4V under heat assisted machining. Asian J Sci Res 6(3):609–614

    Article  Google Scholar 

  40. Kellens K, Mertens R, Paraskevas D, Dewulf W, Duflou JR (2017) Environmental impact of additive manufacturing processes: does AM contribute to a more sustainable way of part manufacturing? Procedia CIRP 61:582–587

    Article  Google Scholar 

  41. Le Bourhis F, Kerbrat O, Dembinski L, Hascoët J-Y, Mognol P (2014) Predictive model for environmental assessment in additive manufacturing process. Procedia CiRP 15:26–31

    Article  Google Scholar 

  42. Vayre B, Vignat F, Villeneuve F (2012) Metallic additive manufacturing: state-of-the-art review and prospects. Mech Ind 13(2):89–96

    Article  Google Scholar 

  43. Mayyas AT, Qattawi A, Mayyas AR, Omar MA (2012) Life cycle assessment-based selection for a sustainable lightweight body-in-white design. Energy 39(1):412–425

    Article  Google Scholar 

  44. Takeda O, Okabe TH (2019) Current status of titanium recycling and related technologies. JOM 71(6):1981–1990

    Article  Google Scholar 

  45. Mudd GM (2010) The environmental sustainability of mining in Australia: key mega-trends and looming constraints. Res Policy 35(2):98–115

    Article  Google Scholar 

  46. Farjana SH, Huda N, Mahmud MP, Lang C (2019) Life-cycle assessment of solar integrated mining processes: a sustainable future. J Clean Prod:117610

  47. Yoshiki-Gravelsins KS, Toguri JM, Choo RT (1993) Metals production, energy, and the environment, Part I: energy consumption. JOM 45(5):15–20

    Article  Google Scholar 

  48. Forrest D, Szekely J (1991) Global warming and the primary metals industry. JOM 43(12):23–30

    Article  Google Scholar 

  49. Bravard J, Flora H, Portal C (1972) Energy expenditures associated with the production and recycle of metals. Oak Ridge National Laboratory

  50. Gao F, Nie Z, Yang D, Sun B, Liu Y, Gong X, Wang Z (2018) Environmental impacts analysis of titanium sponge production using Kroll process in China. J Clean Prod 174:771–779

    Article  Google Scholar 

  51. Jeswiet J, Kara S (2008) Carbon emissions and CES™ in manufacturing. CIRP Ann 57(1):17–20. https://doi.org/10.1016/j.cirp.2008.03.117

    Article  Google Scholar 

  52. Handy RM (2017) Coal regains top spot in generating electricity in Texas. https://www.houstonchronicle.com/business/article/Coal-regains-top-spot-in-generating-electricity-10946470.php. Accessed 15 Feb 2020

  53. Muller F, Weingarnter E (2008) Vacuum arc melting and remelting process. In: Viswanathan S (ed) Casting. ASM International, pp 132-138

  54. Baumers M, Tuck C, Wildman R, Ashcroft I, Hague R (2017) Shape complexity and process energy consumption in electron beam melting: a case of something for nothing in additive manufacturing? J Ind Ecol 21(S1):S157–S167

    Article  Google Scholar 

  55. Ashby MF (2013) Materials and the environment. Butterworth-Heinemann/Elsevier, Boston

    Google Scholar 

  56. Guo G, Liu Z, An Q, Chen M (2011) Experimental investigation on conventional grinding of Ti-6Al-4V using SiC abrasive. Int J Adv Manuf Technol 57(1-4):135–142

    Article  Google Scholar 

  57. Shaikh V, Boubekri N, Scharf TW (2014) Analyzing the effectiveness of microlubrication using a vegetable oil-based metal working fluid during end milling AISI 1018 steel. Int J Manuf Eng 2014:1–13. https://doi.org/10.1155/2014/261349

    Article  Google Scholar 

  58. Kara S, Li W (2011) Unit process energy consumption models for material removal processes. CIRP Ann 60(1):37–40

    Article  Google Scholar 

  59. Rännar L-E, Glad A, Gustafson C-G (2007) Efficient cooling with tool inserts manufactured by electron beam melting. Rapid Prototyp J 13(3):128–135

    Article  Google Scholar 

  60. Lian Z, Godil A, Rosin PL, Sun X (2012) A new convexity measurement for 3D meshes. In: 2012 IEEE Conference on Computer Vision and Pattern Recognition, 16-21 June 2012. pp 119-126. https://doi.org/10.1109/CVPR.2012.6247666

  61. Sun X, Lian Z (2020) EasyMesh: an efficient method to reconstruct 3D mesh from a single image. Comput Aided Geom Des 80:101862. https://doi.org/10.1016/j.cagd.2020.101862

    Article  MathSciNet  MATH  Google Scholar 

  62. Fera M, Macchiaroli R, Fruggiero F, Lambiase A (2018) A new perspective for production process analysis using additive manufacturing—complexity vs production volume. Int J Adv Manuf Technol 95(1-4):673–685

    Article  Google Scholar 

Download references

Availability of data and material (data transparency)

Not applicable.

Funding

This publication has emanated from research supported in part by a research grant from Science Foundation Ireland (SFI) under Grant Number 16/RC/3872 and is co-funded under the European Regional Development Fund and I-Form industry partners.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Nikolaos Papakostas.

Ethics declarations

Conflict of interest

Not applicable.

Code availability (software application or custom code)

Not applicable.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lyons, R., Newell, A., Ghadimi, P. et al. Environmental impacts of conventional and additive manufacturing for the production of Ti-6Al-4V knee implant: a life cycle approach. Int J Adv Manuf Technol 112, 787–801 (2021). https://doi.org/10.1007/s00170-020-06367-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00170-020-06367-7

Keywords

Navigation