DOI QR코드

DOI QR Code

Insights Into Emissions and Exposures From Use of Industrial-Scale Additive Manufacturing Machines

  • Stefaniak, A.B. (National Institute for Occupational Safety and Health) ;
  • Johnson, A.R. (National Institute for Occupational Safety and Health) ;
  • du Preez, S. (North-West University, Occupational Hygiene and Health Research Initiative) ;
  • Hammond, D.R. (National Institute for Occupational Safety and Health) ;
  • Wells, J.R. (National Institute for Occupational Safety and Health) ;
  • Ham, J.E. (National Institute for Occupational Safety and Health) ;
  • LeBouf, R.F. (National Institute for Occupational Safety and Health) ;
  • Martin, S.B. Jr. (National Institute for Occupational Safety and Health) ;
  • Duling, M.G. (National Institute for Occupational Safety and Health) ;
  • Bowers, L.N. (National Institute for Occupational Safety and Health) ;
  • Knepp, A.K. (National Institute for Occupational Safety and Health) ;
  • de Beer, D.J. (North-West University, Technology and Innovation Support Office) ;
  • du Plessis, J.L. (North-West University, Occupational Hygiene and Health Research Initiative)
  • Received : 2018.07.23
  • Accepted : 2018.10.31
  • Published : 2019.06.30

Abstract

Background: Emerging reports suggest the potential for adverse health effects from exposure to emissions from some additive manufacturing (AM) processes. There is a paucity of real-world data on emissions from AM machines in industrial workplaces and personal exposures among AM operators. Methods: Airborne particle and organic chemical emissions and personal exposures were characterized using real-time and time-integrated sampling techniques in four manufacturing facilities using industrial-scale material extrusion and material jetting AM processes. Results: Using a condensation nuclei counter, number-based particle emission rates (ERs) (number/min) from material extrusion AM machines ranged from $4.1{\times}10^{10}$ (Ultem filament) to $2.2{\times}10^{11}$ [acrylonitrile butadiene styrene and polycarbonate filaments). For these same machines, total volatile organic compound ERs (${\mu}g/min$) ranged from $1.9{\times}10^4$ (acrylonitrile butadiene styrene and polycarbonate) to $9.4{\times}10^4$ (Ultem). For the material jetting machines, the number-based particle ER was higher when the lid was open ($2.3{\times}10^{10}number/min$) than when the lid was closed ($1.5-5.5{\times}10^9number/min$); total volatile organic compound ERs were similar regardless of the lid position. Low levels of acetone, benzene, toluene, and m,p-xylene were common to both AM processes. Carbonyl compounds were detected; however, none were specifically attributed to the AM processes. Personal exposures to metals (aluminum and iron) and eight volatile organic compounds were all below National Institute for Occupational Safety and Health (NIOSH)-recommended exposure levels. Conclusion: Industrial-scale AM machines using thermoplastics and resins released particles and organic vapors into workplace air. More research is needed to understand factors influencing real-world industrial-scale AM process emissions and exposures.

Keywords

References

  1. International IOfSA. Additive manufacturing - general principles - terminology. In: ISO/ASTM. Geneva, Switzerland: International Organization for Standardization; 2015. ISO/ASTM 52900.
  2. Thomas D. Costs, benefits, and adoption of additive manufacturing: a supply chain perspective. Int J Adv Manuf Technol 2016;85(5-8):1857-76. https://doi.org/10.1007/s00170-015-7973-6
  3. du Preez S, Johnson AR, LeBouf RF, Linde SJL, Stefaniak AB, Du Plessis J. Exposures during industrial 3-d printing and post-processing tasks. Rapid Proto J 2018;24(5):865-71. https://doi.org/10.1108/RPJ-03-2017-0050
  4. Graff P, Stahlbom B, Nordenberg E, Graichen A, Johansson P, Karlsson H. Evaluating measuring techniques for occupational exposure during additive manufacturing of metals: a pilot study. J Indust Ecol 2017;21:S120-9. https://doi.org/10.1111/jiec.12498
  5. House R, Rajaram N, Tarlo SM. Case report of asthma associated with 3d printing. Occup Med (Lond) 2017;67(8):652-4. https://doi.org/10.1093/occmed/kqx129
  6. Chan FL, House R, Kudla I, Lipszyc JC, Rajaram N, Tarlo SM. Health survey of employees regularly using 3d printers. Occup Med (Lond) 2018;68(3):211-4. https://doi.org/10.1093/occmed/kqy042
  7. Stefaniak AB, LeBouf RF, Duling MG, Yi J, Abukabda AB, McBride CR, et al. Inhalation exposure to three-dimensional printer emissions stimulates acute hypertension and microvascular dysfunction. Toxicol Appl Pharmacol 2017;335:1-5. https://doi.org/10.1016/j.taap.2017.09.016
  8. Azimi P, Fazli T, Stephens B. Predicting concentrations of ultrafine particles and volatile organic compounds resulting from desktop 3d printer operation and the impact of potential control strategies. J Indust Ecol 2017;21:S107-19. https://doi.org/10.1111/jiec.12578
  9. Azimi P, Zhao D, Pouzet C, Crain NE, Stephens B. Emissions of ultrafine particles and volatile organic compounds from commercially available desktop three-dimensional printers with multiple filaments. Environ Sci Technol 2016;50(3):1260-8. https://doi.org/10.1021/acs.est.5b04983
  10. Bharti N, Singh S. Three-dimensional (3d) printers in libraries: perspective and preliminary safety analysis. J Chem Educ 2017;94(7):879-85. https://doi.org/10.1021/acs.jchemed.6b00745
  11. Deng Y, Cao SJ, Chen A, Guo Y. The impact of manufacturing parameters on submicron particle emissions from a desktop 3d printer in the perspective of emission reduction. Build Environ 2016;104:311-9. https://doi.org/10.1016/j.buildenv.2016.05.021
  12. Floyd EL, Wang J, Regens JL. Fume emissions from a low-cost 3-d printer with various filaments. J Occup Environ Hyg 2017;14(7):523-33. https://doi.org/10.1080/15459624.2017.1302587
  13. Geiss O, Bianchi I, Barrero-Moreno J. Lung-deposited surface area concentration measurements in selected occupational and non-occupational environments. J Aerosol Sci 2016;96:24-37. https://doi.org/10.1016/j.jaerosci.2016.02.007
  14. Kim Y, Yoon C, Ham S, Park J, Kim S, Kwon O, et al. Emissions of nanoparticles and gaseous material from 3d printer operation. Environ Sci Technol 2015;49(20):12044-53. https://doi.org/10.1021/acs.est.5b02805
  15. Kwon O, Yoon C, Ham S, Park J, Lee J, Yoo D, et al. Characterization and control of nanoparticle emission during 3d printing. Environ Sci Technol 2017;51(18):10357-68. https://doi.org/10.1021/acs.est.7b01454
  16. Mendes L, Kangas A, Kukko K, Molgaard B, Saamanen A, Kanerva T, et al. Characterization of emissions from a desktop 3d printer. J Indust Ecol 2017;21(S1):S94-106. https://doi.org/10.1111/jiec.12569
  17. Rao C, Gu F, Zhao P, Sharmin N, Gu H, Fu J. Capturing pm2.5 emissions from 3d printing via nanofiber-based air filter. Scientific Rep 2017;7(1).
  18. Characterization of particle emission from fuse deposition modeling printers. In: Simon TR, Aguilera GA, Zhao F, editors. ASME 2017 12th International manufacturing science and engineering conference, MSEC 2017 collocated with the JSME/ASME 2017 6th international conference on materials and processing 2017.
  19. Stabile L, Scungio M, Buonanno G, Arpino F, Ficco G. Airborne particle emission of a commercial 3d printer: the effect of filament material and printing temperature. Indoor Air 2017;27(2):398-408. https://doi.org/10.1111/ina.12310
  20. Stefaniak AB, LeBouf RF, Yi J, Ham JE, Nurkewicz TR, Schwegler-Berry DE, et al. Characterization of chemical contaminants generated by a desktop fused deposition modeling 3-dimensional printer. J Occup Environ Hyg 2017;14:540-50. https://doi.org/10.1080/15459624.2017.1302589
  21. Steinle P. Characterization of emissions from a desktop 3d printer and indoor air measurements in office settings. J Occup Environ Hyg 2016;13:121-32. https://doi.org/10.1080/15459624.2015.1091957
  22. Stephens B, Azimi P, El Orch Z, Ramos T. Ultrafine particle emissions from desktop 3d printers. Atmos Environ 2013;79:334-9. https://doi.org/10.1016/j.atmosenv.2013.06.050
  23. Vance ME, Pegues V, Van Montfrans S, Leng W, Marr LC. Aerosol emissions from fuse-deposition modeling 3d printers in a chamber and in real indoor environments. Environ Sci Technol 2017;51(17):9516-23. https://doi.org/10.1021/acs.est.7b01546
  24. Yi J, LeBouf RF, Duling MG, Nurkiewicz TR, Chen BT, Schwegler-Berry D, et al. Emission of particulate matter from a desktop three-dimensional (3-d) printer. J Toxicol Environ Health A 2016;79:453-65. https://doi.org/10.1080/15287394.2016.1166467
  25. Zhang Q, Wong JPS, Davis AY, Black MS, Weber RJ. Characterization of particle emissions from consumer fused deposition modeling 3d printers. Aerosol Sci Technol 2017;51(11):1275-86. https://doi.org/10.1080/02786826.2017.1342029
  26. Zhou Y, Kong X, Chen A, Cao S. Investigation of ultrafine particle emissions of desktop 3d printers in the clean room. Proc Engin 2015;121:506-12. https://doi.org/10.1016/j.proeng.2015.08.1099
  27. Zontek TL, Ogle BR, Jankovic JT, Hollenbeck SM. An exposure assessment of desktop 3d printing. J Chem Health Saf 2017;24(2):15-25. https://doi.org/10.1016/j.jchas.2016.05.008
  28. Jankovic JT, Hall MA, Zontek TL, Hollenbeck SM, Ogle BR. Particle loss in a scanning mobility particle analyzer sampling extension tube. Int J Occup Environ Health 2010;16(4):429-33. https://doi.org/10.1179/oeh.2010.16.4.429
  29. LeBouf RF, Stefaniak AB, Virji MA. Validation of evacuated canisters for sampling volatile organic compounds in healthcare settings. J Environ Monit 2012;14(3):977-83. https://doi.org/10.1039/c2em10896h
  30. Cena LG, Anthony TR, Peters TM. A personal nanoparticle respiratory deposition (nrd) sampler. Environ Sci Technol 2011;45(15):6483-90. https://doi.org/10.1021/es201379a
  31. He C, Morawska L, Hitchins J, Gilbert D. Contribution from indoor sources to particle number and mass concentrations in residential houses. Atmos Environ 2004;38(21):3405-15. https://doi.org/10.1016/j.atmosenv.2004.03.027
  32. NIOSH. Niosh pocket guide to chemical hazards. Cincinnati, OH: DHHS (NIOSH) Publication; 2007. 2005-149 ed DHHS (NIOSH).
  33. Weschler CJ. Chemistry in indoor environments: 20 years of research. Indoor Air 2011;21(3):205-18. https://doi.org/10.1111/j.1600-0668.2011.00713.x
  34. Stefaniak AB, Bowers LN, Knepp AK, Virji MA, Birch EM, Ham JE, et al. Three-dimensional printing with nano-enabled filaments releases polymer particles containing carbon nanotubes into air. Indoor Air 2018.
  35. Wojtyla S, Klama P, Baran T. Is 3d printing safe? Analysis of the thermal treatment of thermoplastics: abs, pla, pet, and nylon. J Occup Environ Hyg 2017;14(6):D80-5. https://doi.org/10.1080/15459624.2017.1285489
  36. Moscato G, Biscaldi G, Cottica D, Pugliese F, Candura S, Candura F. Occupational asthma due to styrene: two case reports. J Occup Med 1987;29(12):957-60.
  37. Bours J, Adzima B, Gladwin S, Cabral J, Mau S. Addressing hazardous implications of additive manufacturing: complementing life cycle assessment with a framework for evaluating direct human health and environmental impacts. J Indust Ecol 2017;21(S1):S25-36. https://doi.org/10.1111/jiec.12587
  38. ICRP. International commission on radiological protection. Human respiratory tract model for radiological protection. Oxford, UK: Pergamon; 1994. Publication 66.
  39. He Z, Li G, Chen J, Huang Y, An T, Zhang C. Pollution characteristics and health risk assessment of volatile organic compounds emitted from different plastic solid waste recycling workshops. Environ Int 2015;77:85-94. https://doi.org/10.1016/j.envint.2015.01.004
  40. HA-International. Material safety data sheet; 2006. Available from: http://www.sfm.state.or.us/cr2k_subdb/MSDS/TECHNISET_NF_RESIN.PDF.
  41. HA-International. Introduction to foundry coatings; 2017. Available from: http://ha-international.com/pdf/Refractory%20Coating%20OverviewV1.pdf.

Cited by

  1. 3D printing of musculoskeletal tissues: impact on safety and health at work vol.82, pp.16, 2019, https://doi.org/10.1080/15287394.2019.1663458
  2. Nanocluster Aerosol Emissions of a 3D Printer vol.53, pp.23, 2019, https://doi.org/10.1021/acs.est.9b05317
  3. Particle and organic vapor emissions from children’s 3-D pen and 3-D printer toys vol.31, pp.13, 2019, https://doi.org/10.1080/08958378.2019.1705441
  4. Emissions associated with operations of four different additive manufacturing or 3D printing technologies vol.17, pp.10, 2019, https://doi.org/10.1080/15459624.2020.1798012
  5. Pulmonary and systemic toxicity in rats following inhalation exposure of 3-D printer emissions from acrylonitrile butadiene styrene (ABS) filament vol.32, pp.11, 2019, https://doi.org/10.1080/08958378.2020.1834034
  6. Characterization of Ultrafine Particles and VOCs Emitted from a 3D Printer vol.18, pp.3, 2021, https://doi.org/10.3390/ijerph18030929
  7. Large-Format Additive Manufacturing and Machining Using High-Melt-Temperature Polymers. Part I: Real-Time Particulate and Gas-Phase Emissions vol.28, pp.3, 2021, https://doi.org/10.1021/acs.chas.0c00128
  8. Safe-by-design strategies applied to scaffold hybrid manufacturing vol.1953, pp.1, 2019, https://doi.org/10.1088/1742-6596/1953/1/012009
  9. Prevention through design: insights from computational fluid dynamics modeling to predict exposure to ultrafine particles from 3D printing vol.84, pp.11, 2019, https://doi.org/10.1080/15287394.2021.1886210
  10. Additive Manufacturing for Occupational Hygiene: A Comprehensive Review of Processes, Emissions, & Exposures vol.24, pp.5, 2019, https://doi.org/10.1080/10937404.2021.1936319
  11. Particle emission levels in the user operating environment of powder, ink and filament-based 3D printers vol.27, pp.6, 2019, https://doi.org/10.1108/rpj-02-2020-0039
  12. Large-Format Additive Manufacturing and Machining Using High-Melt-Temperature Polymers. Part II: Characterization of Particles and Gases vol.28, pp.4, 2019, https://doi.org/10.1021/acs.chas.0c00129
  13. State of the art in additive manufacturing and its possible chemical and particle hazards—review vol.31, pp.6, 2019, https://doi.org/10.1111/ina.12853
  14. Nano- and microplastics in the workplace vol.18, pp.10, 2019, https://doi.org/10.1080/15459624.2021.1976413