EVALUATING ENERGY CONSUMPTION IN ATOMIC DIFFUSION ADDITIVE MANUFACTURING VERSUS SAND CASTING

Supplementary Files

PDF

Keywords

Additive manufacturing
metal additive manufacturing
sustainability
sustainable manufacturing
casting
specific energy consumption

Abstract

Human activities have caused significant disturbances to the natural environment, leading to a rise in temperatures that exceed pre-industrial levels in recent times. This has been primarily attributed to the recent rise in greenhouse gas (GHG) emissions. In order to address the increasing temperatures, it is crucial to investigate energy-efficient manufacturing methods. While traditional manufacturing (TM) methods such as sand casting have the ability to produce a wide variety of products, they are known to be energy intensive. In contrast, metal additive manufacturing (MAM), including material extrusion additive manufacturing (MEAM), is considered to be more energy-efficient as it enables the production of intricate, lightweight, and near-net-shaped products, while also streamlining the manufacturing process. Despite these advantages, there is limited scientific evidence supporting the claims of energy efficiency, especially for MEAM methods, such as the atomic diffusion additive manufacturing (ADAM) process. This study aims to evaluate the feasibility of conducting a comprehensive life cycle assessment (LCA) for MEAM, particularly the ADAM process, in comparison to sand casting. Theoretical results imply that MEAM-ADAM requires an additional 71.04 kWh/kg and 16.57 CO2 equivalent (CO2-eq) of energy to manufacture one kilogram of precipitation-hardened stainless steel (17-4 PH SS) when compared to sand casting. Therefore, the findings of this preliminary study indicate the need for future research to develop a comprehensive LCA model for MEAM, which should include a comparison of the process with other metalworking processes such as turning, milling, and investment casting.

https://doi.org/10.35934/segi.v8i1.81

References

Armstrong, M., Mehrabi, H., & Naveed, N. (2022). An overview of modern metal additive manufacturing technology. In Journal of Manufacturing Processes (Vol. 84, pp. 1001–1029). Elsevier. doi: 10.1016/j.jmapro.2022.10.060

ASTM/ISO 52900. (2021). Additive Manufacturing - General Principles - Terminology. ASTM International, 2021(II), 1–14. Retrieved from https://www.iso.org/obp/ui/#iso:std:69669:en%0Ahttps://www.iso.org/standard/69669.html%0Ahttps://www.astm.org/Standards/ISOASTM52900.htm

Baumers, M., Tuck, C., Wildman, R., Ashcroft, I., & Hague, R. (2011). Energy inputs to additive manufacturing: Does capacity utilization matter? 22nd Annual International Solid Freeform Fabrication Symposium - An Additive Manufacturing Conference, SFF 2011, 30–40.

Bekker, A. C. M., & Verlinden, J. C. (2018). Life cycle assessment of wire + arc additive manufacturing compared to green sand casting and CNC milling in stainless steel. Journal of Cleaner Production, 177, 438–447. doi: 10.1016/j.jclepro.2017.12.148

Bekker, A. C. M., Verlinden, J. C., & Galimberti, G. (2016). Challenges in assessing the sustainability of wire + arc additive manufacturing for large structures. Solid Freeform Fabrication 2016: Proceedings of the 27th Annual International Solid Freeform Fabrication Symposium - An Additive Manufacturing Conference, SFF 2016, 406–416.

Campbell, I. W., & Wohlers, T. (2017). Markforged: Taking a different approach to metal Additive Manufacturing. Metal AM, 3(2), 113–116.

Cappucci, G. M., Pini, M., Neri, P., Marassi, M., Bassoli, E., & Ferrari, A. M. (2020). Environmental sustainability of orthopedic devices produced with powder bed fusion. Journal of Industrial Ecology, 24(3), 681–694. doi: 10.1111/jiec.12968

Chougule, R. G., & Ravi, B. (2006). Casting cost estimation in an integrated product and process design environment. International Journal of Computer Integrated Manufacturing, 19(7), 676–688. doi: 10.1080/09511920500324605

Desktop Metal. (2019). Studio System Furnace specifications. Retrieved from https://www.desktopmetal.com/products/studio

European Commission Environment. (2015). Life Cycle Assessment - IPP - Environment - European Commission. Retrieved from https://ec.europa.eu/environment/ipp/lca.htm

Faludi, J., Baumers, M., Maskery, I., & Hague, R. (2017). Environmental Impacts of Selective Laser Melting: Do Printer, Powder, Or Power Dominate? Journal of Industrial Ecology, 21(S1), S144–S156. doi: 10.1111/jiec.12528

Gonzlez-Gutirrez, J., Beulke, G., & Emri, I. (2012). Powder Injection Molding of Metal and Ceramic Parts. In Some Critical Issues for Injection Molding. InTech. doi: 10.5772/38070

Granta Design Limited. (n.d.). CES EduPack software (No. 2020). Cambridge, UK.

Guarino, S., Ponticelli, G. S., & Venettacci, S. (2020). Environmental assessment of Selective Laser Melting compared with Laser Cutting of 316L stainless steel: A case study for flat washers’ production. CIRP Journal of Manufacturing Science and Technology, 31, 525–538. doi: 10.1016/j.cirpj.2020.08.004

Hauschild, M. Z., & Huijbregts, M. A. J. (2015). Introducing Life Cycle Impact Assessment (pp. 1–16). doi: 10.1007/978-94-017-9744-3_1

Hill, N., Bramwell, R., Karagianni, E., Jones, L., MacCarthy, J., Hinton, S., Walker, C., & Harris, B. (2020). 2020 Government greenhouse gas conversion factors for company reporting: Methodology paper. Department for Business, Energy and Industrial Strategy, July, 128.

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. Journal of Cleaner Production, 135, 1559–1570. doi: 10.1016/j.jclepro.2015.04.109

IEA. (2022). Aluminium. Retrieved from https://www.iea.org/reports/aluminium

Ingarao, G., Priarone, P. C., Deng, Y., & Paraskevas, D. (2018). Environmental modelling of aluminium based components manufacturing routes: Additive manufacturing versus machining versus forming. Journal of Cleaner Production, 176, 261–275. doi: 10.1016/j.jclepro.2017.12.115

International Energy Agency. (2020). Global CO2 emissions in 2019 Analysis. Retrieved from https://www.iea.org/articles/global-co2-emissions-in-2019

IPCC. (2021). Sixth Assessment Report. In Global Warming of 1.5°C. An IPCC Special Report on the impacts of global warming of 1.5°C above pre-industrial levels and related global greenhouse gas emission pathways, in the context of strengthening the global response to the threat of climate change, (Vol. 2021, Issue August). Retrieved from https://www.ipcc.ch/assessment-report/ar6/

ISO 14040. (2006). ISO 14040:2006. In Environmental management — Life cycle assessment — Principles and framework (p. 20).

Le, V. T., Paris, H., & Mandil, G. (2017). Environmental impact assessment of an innovative strategy based on an additive and subtractive manufacturing combination. Journal of Cleaner Production, 164, 508–523. doi: 10.1016/j.jclepro.2017.06.204

Liu, Z., Jiang, Q., Cong, W., Li, T., & Zhang, H. C. (2018). Comparative study for environmental performances of traditional manufacturing and directed energy deposition processes. International Journal of Environmental Science and Technology, 15(11), 2273–2282. doi: 10.1007/s13762-017-1622-6

Markforged Inc. (n.d.). The Markforged Metal Additive Manufacturing Process. Retrieved from https://markforged.com/resources/learn/design-for-additive-manufacturing-metals/metal-additive-manufacturing-introduction/metal-additive-manufacturing-process

Mehrabi, H., Armstrong, M., Pagone, E., Salonitis, K., & Jolly, M. R. (2023). Ten rules for energy efficiency in foundries. NA.

Metal Additive Manufacturing. (2017). Markforged: Taking a different approach to metal Additive Manufacturing. In The magazine for the metal additive manufacturing industry (Vol. 3, Issue 2, pp. 113–115). Inovar Communications Ltd. Retrieved from https://www.metal-am.com/wp-content/uploads/sites/4/2017/06/MAGAZINE-Metal-AM-Summer-2017-PDF-sp.pdf

Morrow, W. R., Qi, H., Kim, I., Mazumder, J., & Skerlos, S. J. (2007). Environmental aspects of laser-based and conventional tool and die manufacturing. Journal of Cleaner Production, 15(10), 932–943. doi: 10.1016/j.jclepro.2005.11.030

Ojogba Spencer, O. (2018). Additive Manufacturing Technology Development: A Trajectory Towards Industrial Revolution. American Journal of Mechanical and Industrial Engineering, 3(5), 80. doi: 10.11648/j.ajmie.20180305.12

Paris, H., Mokhtarian, H., Coatanéa, E., Museau, M., & Ituarte, I. F. (2016). Comparative environmental impacts of additive and subtractive manufacturing technologies. CIRP Annals - Manufacturing Technology, 65(1), 29–32. doi: 10.1016/j.cirp.2016.04.036

Peng, T., Wang, Y., Zhu, Y., Yang, Y., Yang, Y., & Tang, R. (2020). Life cycle assessment of selective-laser-melting-produced hydraulic valve body with integrated design and manufacturing optimization: A cradle-to-gate study. Additive Manufacturing, 36, 101530. doi: 10.1016/j.addma.2020.101530

Priarone, P. C., & Ingarao, G. (2017). Towards criteria for sustainable process selection: On the modelling of pure subtractive versus additive/subtractive integrated manufacturing approaches. Journal of Cleaner Production, 144, 57–68. doi: 10.1016/j.jclepro.2016.12.165

Priarone, P. C., Pagone, E., Martina, F., Catalano, A. R., & Settineri, L. (2020). Multi-criteria environmental and economic impact assessment of wire arc additive manufacturing. CIRP Annals, 69(1), 37–40. doi: 10.1016/j.cirp.2020.04.010

Senyana, L., & Cormier, D. (2014). An environmental impact comparison of distributed and centralized manufacturing scenarios. Advanced Materials Research, 875–877, 1449–1453. doi: 10.4028/www.scientific.net/AMR.875-877.1449

Serres, N., Tidu, D., Sankare, S., & Hlawka, F. (2011). Environmental comparison of MESO-CLAD® process and conventional machining implementing life cycle assessment. Journal of Cleaner Production, 19(9–10), 1117–1124. doi: 10.1016/j.jclepro.2010.12.010

Stock, J. T. (2008). Are humans still evolving? Technological advances and unique biological characteristics allow us to adapt to environmental stress. Has this stopped genetic evolution? EMBO Reports, 9(SUPPL. 1), S51. doi: 10.1038/embor.2008.63

Tang, Y., Mak, K., & Zhao, Y. F. (2016). A framework to reduce product environmental impact through design optimization for additive manufacturing. Journal of Cleaner Production, 137, 1560–1572. doi: 10.1016/j.jclepro.2016.06.037

Torres-Carrillo, S., Siller, H. R., Vila, C., López, C., & Rodríguez, C. A. (2020). Environmental analysis of selective laser melting in the manufacturing of aeronautical turbine blades. Journal of Cleaner Production, 246, 119068. doi: 10.1016/j.jclepro.2019.119068

UNEP Setac Life Cycle Initiative. (2009). Guidelines for Social Life Cycle Assessment of Products. In Management (Vol. 15, Issue 2, p. 104). Retrieved from http://www.unep.fr/shared/publications/pdf/DTIx1164xPA-guidelines_sLCA.pdf

Vaughan, J. (2011). Chapter 4: Ebsco Discovery Services. Library Technology Reports, 47(1), 30–38. Retrieved from https://journals.ala.org/index.php/ltr/article/view/4384/5072

Watson, A., Belding, J., & Ellis, B. D. (2020). Characterization of 17-4 PH Processed via Bound Metal Deposition (BMD). Minerals, Metals and Materials Series, 205–216. doi: 10.1007/978-3-030-36296-6_19

Wilson, J. M., Piya, C., Shin, Y. C., Zhao, F., & Ramani, K. (2014). Remanufacturing of turbine blades by laser direct deposition with its energy and environmental impact analysis. Journal of Cleaner Production, 80, 170–178. doi: 10.1016/j.jclepro.2014.05.084

Wolff, E., Fung, I., Hoskins, B., Mitchell, J. F. B., Santer, B., Shepherd, J., Shine, K., Solomon, S., Trenberth, K., Walsh, J., & Wuebbles, D. (2020). Climate change evidence and causes. The Royal Society. Retrieved from https://royalsociety.org/topics-policy/projects/climate-change-evidence-causes/question-6/

Yang, S., Min, W., Ghibaudo, J., & Zhao, Y. F. (2019). Understanding the sustainability potential of part consolidation design supported by additive manufacturing. Journal of Cleaner Production, 232, 722–738. doi: 10.1016/j.jclepro.2019.05.380

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Copyright (c) 2023 Array