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Articles

Investigating particle emissions and aerosol dynamics from a consumer fused deposition modeling 3D printer with a lognormal moment aerosol model

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Pages 1099-1111 | Received 19 Jan 2018, Accepted 04 Apr 2018, Published online: 30 Apr 2018

References

  • Adams, K., Bankston, J., Barlow, A., Holdren, M. W., Meyer, J., and Marchesani, V. J. (1999). Development of Emission Factors for Polypropylene Processing. J. Air Waste Manag. Assoc., 49(1):49–56. doi:10.1080/10473289.1999.10463782.
  • ASTM. (2013). ASTM Standard D6670-13, Standard Practice for Full-Scale Chamber Determination of Volatile Organic Emissions from Indoor Materials/Products. American Society for Testing and Materials International, West Conshohocken, PA.
  • Azimi, P., Fazli, T., and Stephens, B. (2017). Predicting Concentrations of Ultrafine Particles and Volatile Organic Compounds Resulting from Desktop 3D Printer Operation and the Impact of Potential Control Strategies. J. Ind. Ecol., 21(S1):S107–S109. doi:10.1111/jiec.12578.
  • Azimi, P., Zhao, D., Pouzet, C., Crain, N. E., and Stephens, B. (2016). Emissions of Ultrafine Particles and Volatile Organic Compounds from Commercially Available Desktop Three-Dimensional Printers with Multiple Filaments. Environ. Sci. Technol., 50(3):1260–1268. doi:10.1021/acs.est.5b04983.
  • Bai, H., and Biswas, P. (1990). Deposition of Lognormally Distributed Aerosols Accounting for Simultaneous Diffusion, Thermophoresis and Coagulation. J. Aerosol Sci., 21(5):629–640. doi:10.1016/0021-8502(90)90118-H.
  • BAM, Federal Institute for Materials Research and Testing. (2012). Test Method for the Determination of Emissions from Hardcopy Devices within the Award of the Blue Angel Ecolabel for Equipment with Printing Function according to RAL-UZ-171. BAM, St. Augustin, Germany.
  • Barrett, J. C., and Webb, N. A. (1998). A comparison of some approximate methods for solving the aerosol general dynamic equation. J. Aerosol Sci., 29(1–2):31–39. doi:10.1016/S0021-8502(97)00455-2.
  • Berman, B. (2012). 3-D Printing: The New Industrial Revolution. Bus. Horiz., 55(2):155–162. doi:10.1016/j.bushor.2011.11.003.
  • Bilde, M. and Pandis, S. N. (2001). Evaporation Rates and Vapor Pressures of Individual Aerosol Species Formed in the Atmospheric Oxidation of α- and β-Pinene. Environ. Sci. Technol., 35(16):3344–3349. doi:10.1021/es001946b.
  • Biswas, P., Li, X. M., and Pratsinis, S. E. (1989). Optical Wave-Guide Preform Fabrication – Silica Formation and Growth in a High-Temperature Aerosol Reactor. J. Appl. Phys., 65:2445–2450. doi:10.1063/1.342814.
  • Biswas, P., Lin, W. Y., and Wu, C. Y. (1992). Formation and Emission of Metallic Aerosols from Incinerators. J. Aerosol Sci., 23(Suppl. 1):273–276. doi:10.1016/0021-8502(92)90402-H.
  • Biswas, P., Wu, C. Y., Zachariah, M. R., and McMillin, B. (1997). Characterization of Iron Oxide-Silica Nanocomposites in Flames: Part II. Comparison of Discrete-Sectional Model Predictions to Experimental Data. J. Mater. Res., 12(3):714–723. doi:10.1557/JMR.1997.0106.
  • Bradley, R. S., Bird, C. L., Jones, F. (1960). The Vapour Pressures and Heats of Sublimation of Some Disperse Dyes. Trans. Faraday Soc., 56:23–28. doi:10.1039/tf9605600023.
  • Brown, D. P., Kauppinen, E. I., Jokiniemi, J. K., Rubin, S. G., Biswas, P. (2006). A Method of Moments Based CFD Model for Polydisperse Aerosol Flows with Strong Interphase Mass and Heat Transfer. Comput. Fluids., 35:762–780. doi:10.1016/j.compfluid.2006.01.012.
  • Chan, F., Rajaram, N., House, R., Kudla, I., Lipszyc, J., and Tarlo, S. M. (2017). Potential Respiratory Effects From 3-D Printing. Presented at the American Thoracic Society, Washington, DC.
  • Chao, J., Lin, C. T., and Chung, T. H. (1983). Vapor Pressure of Coal Chemicals. J. Phys. Chem. Ref. Data., 12(4):1033–1063. doi:10.1063/1.555695.
  • Davis, A., Black, M., Zhang, Q., Wong, J., and Weber, R. (2016). Fine Particle and Chemical Emissions from Desktop 3D Printers. ASHRAE Annual Conference, St. Louis, MO.
  • Deng, Y., Cao, S.-J., Chen, A., and Guo, Y. (2016). The Impact of Manufacturing Parameters on Submicron Particle Emissions from a Desktop 3D Printer in the Perspective of Emission Reduction. Build. Environ., 104:311–319. doi:10.1016/j.buildenv.2016.05.021.
  • ECMA. (2015). ECMA-328 Standard 7th Edition, Determination of Chemical Emission Rates from Electronic Equipment. ECMA International, Geneva. www.ecma-international.org.
  • EPA. (1988). Health and Environmental Effects Profile for Caprolactam. ECAO-CIN-G018. Environmental Criteria and Assessment Office, Office of Health and Environmental Assessment, Office of Research and Development. U. S. Environmental Protection Agency, Cincinnati, OH.
  • Frenklach, M., and Harris, S. J. (1986). Aerosol Dynamics Modeling Using the Method of Moments. J. Colloid Interf. Sci., 118(1):252–261. doi:10.1016/0021-9797(87)90454-1.
  • Friedlander, S. K. (2000). Smoke, Dust and Haze: Fundamentals of Aerosol Dynamics. Oxford University Press, New York, NY.
  • Gibson, I., Rosen, D. W., and Stucker, B. (2010). Additive Manufacturing Technologies. Springer US, Boston, MA.
  • He, C., Morawska, L., and Taplin, L. (2007). Particle Emission Characteristics of Office Printers. Environ. Sci. Technol., 41(17):6039–6045. doi:10.1021/es063049z.
  • Hinds, W. C. (1999). Aerosol Technology: Properties, Behavior, and Measurement of Airborne Particles (2nd ed). Wiley, New York.
  • Hoff, A., Jacobsson, S., Pfäffli, P., Zitting, A., and Frostling, H. (1982). Degradation Products of Plastics: Polyethylene and Styrene-Containing Thermoplastics—Analytical, Occupational and Toxicologic Aspects. Scand. J. Work Environ. Health., 8(2):1–60.
  • House, R., Rajaram, N., and Tarlo, S. M. (2017). Case Report of Asthma Associated with 3D Printing. Occup. Med. (Lond.), 67(8):652–654. doi:10.1093/occmed/kqx129.
  • Hulburt, H. M., and Katz, S. (1964). Some Problems in Particle Technology: A Statistical Mechanical Formulation. Chem. Eng. Sci., 19(8):555–574. doi:10.1016/0009-2509(64)85047-8.
  • Khatri, M., Bello, D., Gaines, P., Martin, J., Pal, A. K., Gore, R., and Woskie, S. (2013). Nanoparticles from Photocopiers Induce Oxidative Stress and Upper Respiratory Tract Inflammation in Healthy Volunteers. Nanotoxicology., 7(5):1014–1027. doi:10.3109/17435390.2012.691998.
  • Kim, Y., Yoon, C., Ham, S., Park, J., Kim, S., Kwon, O., and Tsai, P.-J. (2015). Emissions of Nanoparticles and Gaseous Material from 3D Printer Operation. Environ. Sci. Technol., 49(20):12044–12053. doi:10.1021/acs.est.5b02805.
  • Koivisto, A. J., Hussein, T., Niemelä, R., Tuomi, T., and Hämeri, K. (2010). Impact of particle emissions of new laser printers on modeled office room. Atmos. Environ., 44(17):2140–2146. doi:10.1016/j.atmosenv.2010.02.023.
  • Kommu, S., Khomami, B., and Biswas, P. (2004). Simulation of Aerosol Dynamics and Transport in Chemically Reacting Particulate Matter Laden Flows. Part II: Application to CVD Reactors. Chem. Eng. Sci., 59:359–371. doi:10.1016/j.ces.2003.05.010.
  • McGraw, R. (1997). Description of Aerosol Dynamics by the Quadrature Method of Moments. Aerosol Sci. Technol., 27(2):255–265. doi:10.1080/02786829708965471.
  • Ng, N. L., Herndon, S. C., Trimborn, A., Canagaratna, M. R., Croteau, P. L., Onash, T. B., Sueper, D., Worsnop, D. R., Zhang, Q., Sun, Y. L., and Jayne, J. T. (2011). An Aerosol Chemical Speciation Monitor (ACSM) for Routine Monitoring of the Composition and Mass Concentration of Ambient Aerosol. Aerosol Sci. Tech., 45(7):780–794. doi:10.1080/02786826.2011.560211.
  • Pankow, J. F., Seinfeld, J. H., Asher, W. E., and Erdakos, G. B. (2001). Modeling the Formation of Secondary Organic Aerosol. 1. Application of Theoretical Principles to Measurements Obtained in the α-Pinene/, β-Pinene/, Sabinene/, Δ 3 -Carene/, and Cyclohexene/Ozone Systems. Environ. Sci. Technol., 35(6):1164–1172. doi:10.1021/es001321d.
  • Pirela, S., Molina, R., Watson, C., Cohen, J., Bello, D., Demokritou, P., and Brain, J. (2013). Effects of Copy Center Particles on the Lungs: A Toxicological Characterization Using a Balb/c Mice Model. Inhal. Toxicol., 25(9):498–508. doi:10.3109/08958378.2013.806614.
  • Pratsinis, S. E. (1988). Simultaneous Nucleation, Condensation, and Coagulation in Aerosol Reactors. J. Colloid Interf. Sci., 124(2):416–427. doi:10.1016/0021-9797(88)90180-4.
  • Pratsinis, S. E., Kodas, T. T., Dudukovic, M. P., and Friedlander, S. K. (1986). Aerosol Reactor Design: Effect of Reactor Type and Process Parameters on Product Aerosol Characteristics. Ind. Eng. Chem. Proc. DD., 25(3):634–642. doi:10.1021/i200034a007.
  • Rutkowski, J. V., and Levin, B. C. (1986). Acrylonitrile–Butadiene–Styrene Copolymers (ABS): Pyrolysis and Combustion Products and Their Toxicity—A Review of the Literature. Fire Mater., 10(3–4):93–105. doi:10.1002/fam.810100303.
  • Salthammer, T., Schripp, T., Uhde, E., and Wensing, M. (2012). Aerosols Generated by Hardcopy Devices and Other Electrical Appliances. Environ. Pollut., 169:167–174. doi:10.1016/j.envpol.2012.01.028.
  • Scungio, M., Vitanza, T., Stabile, L., Buonanno, G., Morawska, L. (2017). Characterization of Particle Emission from Laser Printers. Sci. Total Environ., 586:623–630. doi:10.1016/j.scitotenv.2017.02.030.
  • Seigneur, C., Hudischewskyj, A. B., Seinfeld, J. H., Whitby, K. T., Whitby, E. R., Brock, J. R., and Barnes, H. M. (1986). Simulation of Aerosol Dynamics: A Comparative Review of Mathematical Models. Aerosol Sci. Technol., 5(2):205–222. doi:10.1080/02786828608959088.
  • Seinfeld, J. H., Erdakos, G. B., Asher, W. E., and Pankow, J. F. (2001). Modeling the Formation of Secondary Organic Aerosol (SOA). 2. The Predicted Effects of Relative Humidity on n Formation in the α-pinene-, β-Pinene-, Sabinene-, Δ3-Carene-, and Cyclohexene-Ozone Systems. Environ. Sci. Technol., 35(9):1806–1817. doi:10.1021/es001765+.
  • Seinfeld, J. H., and Pandis, S. N. (2006). Atmospheric Chemistry and Physics. John Wiley & Sons, Inc, Hoboken, NJ.
  • Sethi, V., and Biswas, P. (1990). Modeling of Particle Formation and Dynamics in a Flame Incinerator. J. Air Waste Manage. Assoc., 40:42–46. doi:10.1080/10473289.1990.10466664.
  • Stabile, L., Scungio, M., Buonanno, G., Arpino, F., and Ficco, G. (2017). Airborne Particle Emission of a Commercial 3D Printer: The Effect of Filament Material and Printing Temperature. Indoor Air., 27:398–408. doi:10.1111/ina.12310.
  • Stefaniak, A. B., LeBouf, R. F., Yi, J., Ham, J., Nurkewicz, T., Schwegler-Berry, D. E., Chen, B. T., Wells, J. R., Duling, M. G., Lawrence, R. B., Martin Jr., S. B., Johnson, A. R., and Virji, M. A. (2017). Characterization of Chemical Contaminants Generated by a Desktop Fused Deposition Modeling 3-Dimensional Printer. J. Occup. Environ. Hyg., 14(7):540–550. doi:10.1080/15459624.2017.1302589.
  • Stein, S. E. “Mass Spectra” in NIST Chemistry WebBook, NIST Standard Reference Database Number 69, Eds. P. J. Linstrom and W. G. Mallard, p. 20899: National Institute of Standards and Technology, Gaithersburg, MD. doi:10.18434/T4D303, (retrieved January 15, 2016).
  • Steinle, P. (2016). Characterization of emissions from a desktop 3D printer and indoor air measurements in office settings. J. Occup. Environ. Hyg., 13(2):121–132. doi:10.1080/15459624.2015.1091957.
  • Stephens, B., Azimi, P., El Orch, Z., and Ramos, T. (2013). Ultrafine Particle Emissions from Desktop 3D Printers. Atmos. Environ., 79:334–339. doi:10.1016/j.atmosenv.2013.06.050.
  • Tao, Y., and McMurry, P. H. (1989). Vapor Pressures and Surface Free Energies of C14-C18 Monocarboxylic Acids and C5 and C6 Dicarboxylic Acids. Environ. Sci. Technol., 23(12):1519–1523. doi:10.1021/es00070a011.
  • Tobias, H. J., and Ziemann, P. J. (2000). Thermal Desorption Mass Spectrometric Analysis of Organic Aerosol Formed from Reactions of 1-Tetradecene and O3 in the Presence of Alcohols and Carboxylic Acids. Environ. Sci. Technol., 34(11):2105–2115. doi:10.1021/es9907156.
  • Tsang, T. H., Cook, S. M., and Marra, M. E. (1990). Dynamic Behavior of Condensation and Evaporation of Polydisperse Volatile Aerosols. Aerosol Sci. Technol., 12(2):386–398. doi:10.1080/02786829008959354.
  • UL. (2013). UL 2819, GREENGUARD Certification for Chemical and Particle Emissions for Electronic Equipment. Underwriters Laboratories, Marietta, GA.
  • UL. (2014). UL 2823, GREENGUARD Certification Program Method for Measuring and Evaluating Chemical and Particle Emissions from Electronic Equipment Using Dynamic Environmental Chambers. Underwriters Laboratories, Northbrook, IL.
  • Vance, M. E., Pegues, V., Van Montfrans, S., Leng, W., and Marr, L. C. (2017). Aerosol Emissions from Fused-Deposition Modeling 3D Printers in a Chamber and in Real Indoor Environments. Environ. Sci. Technol., 51:9516–9523. doi:10.1021/acs.est.7b01546.
  • Wang, Z. -M., and Biswas, P. (2000). Nickel Speciation and Aerosol Formation during Combustion of Kerosene Doped with Nickel Nitrate Aerosol in a Premixed Burner. Aerosol. Sci. Tech., 33(6):525–535. doi:10.1080/02786820050195368.
  • Warren, D. R., and Seinfeld, J. H. (1984). Nucleation and Growth of Aerosol From a Continuously Reinforced Vapor. Aerosol Sci. Technol., 3(2):135–153. doi:10.1080/02786828408959003.
  • Wu, C. -Y., and Biswas, P. (1998). Study of Numerical Diffusion in a Discrete-Sectional Model and Its Application to Aerosol Dynamics Simulation. Aerosol Sci. Technol., 29:259–378. doi:10.1080/02786829808965576.
  • Wu, C-Y., and Biswas, P. (2000). Lead Species Aerosol Formation and Growth in Multicomponent High-Temperature Environments. Environ. Eng. Sci., 17(1):41–60. doi:10.1089/ees.2000.17.41.
  • Wu, Y., Eichler, C. M. A., Chen, S., and Little, J. C. (2016). Simple Method To Measure the Vapor Pressure of Phthalates and Their Alternatives. Environ. Sci. Technol., 50(18):10082–10088. doi:10.1021/acs.est.6b02643.
  • Yi, J., LeBouf, R. F., Duling, M. G., Nurkiewicz, T., Chen, B. T., Schwegler-Berry, D., Virji, M. A., and Stefaniak, A. B. (2016). Emission of Particulate Matter from a Desktop Three-Dimensional (3D) Printer. J. Toxicol. Env. Health. Part A., 79(11):453–465. doi:10.1080/15287394.2016.1166467.
  • Yoon, H. I., Hong, Y-C., Cho, S-H., Kim, H., Kim, Y. H., Sohn, J. R., Kwon, M., Park, S-H., Cho, M-H., and Cheong, H-K. (2010). Exposure to Volatile Organic Compounds and Loss of Pulmonary Function in the Elderly. Eur. Respir. J., 36(6):1270–1276. doi:10.1183/09031936.00153509.
  • Yu, M., Lin, J., and Chan, T. (2008). A New Moment Method for Solving the Coagulation Equation for Particles in Brownian Motion. Aerosol Sci. Technol., 42(9):705–713. doi:10.1080/02786820802232972.
  • Yu, M., and Liu, Y. (2016). Methods of Moments for Resolving Aerosol Dynamics. In K. Volkov (Ed.), Aerosols – Science and Case Studies. InTech.
  • Zhang, Q., Wong, J. P. S., Davis, A. Y., Black, M. S., and Weber, R. J. (2017). Characterization of Particle Emissions from Consumer Fused Deposition Modeling 3D Printers. Aerosol Sci. Technol., 51(11):1275–1286. doi:10.1080/02786826.2017.1342029.
  • Zontek, T. L., Ogle, B. R., Jankovic, J. T., and Hollenbeck, S. M. (2017). An Exposure Assessment of Desktop 3D Printing. J. Chem. Health Saf., 24(2):15–25. doi:10.1016/j.jchas.2016.05.008.
  • Zukas, V., and Zukas, J. A. (2015). An Introduction to 3D Printing. First Edition Design Publishing, Sarasota, FL.

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