Relationships Among Particle Number, Surface Area, and Respirable Mass Concentrations in Automotive Engine Manufacturing

This study investigated the relationships between particle number, surface area, and respirable mass concentration measured simultaneously in a foundry and an automotive engine machining and assembly center. Aerosol concentrations were measured throughout each plant with a condensation particle counter for number concentration, a diffusion charger for active surface area concentration, and an optical particle counter for respirable mass concentration. At selected locations, particle size distributions were characterized with the optical particle counter and an electrical low pressure impactor. Statistical analyses showed that active surface area concentration was correlated with ultrafine particle number concentration and weakly correlated with respirable mass concentration. Correlation between number and active surface area concentration was stronger during winter (R 2 = 0.6 for both plants) than in the summer (R 2 = 0.38 and 0.36 for the foundry and engine plant respectively). The stronger correlation in winter was attributed to use of direct-fire gas fired heaters that produced substantial numbers of ultrafine particles with a modal diameter between 0.007 and 0.023 μ m. These correlations support findings obtained through theoretical analysis. Such analysis predicts that active surface area increasingly underestimates geometric surface area with increasing particle size, particularly for particles larger than 100 nm. Thus, a stronger correlation between particle number concentration and active surface area concentration is expected in the presence of high concentrations of ultrafine particles. In general, active surface area concentration may be a concentration metric that is distinct from particle number concentration and respirable mass concentration. For future health effects or toxicological studies involving nano-materials or ultrafine aerosols, this finding needs to be considered, as exposure metrics may influence data interpretation.

[1]  Andrew D. Maynard,et al.  Comparing aerosol surface-area measurements of monodisperse ultrafine silver agglomerates by mobility analysis, transmission electron microscopy and diffusion charging , 2005 .

[2]  E. Teller,et al.  ADSORPTION OF GASES IN MULTIMOLECULAR LAYERS , 1938 .

[3]  A. Peters,et al.  Respiratory effects are associated with the number of ultrafine particles. , 1997, American journal of respiratory and critical care medicine.

[4]  Richard E. Chase,et al.  Size Distributions of Motor Vehicle Exhaust PM: A Comparison Between ELPI and SMPS Measurements , 2000 .

[5]  A. Lefebvre Atomization and Sprays , 1988 .

[6]  David Brown,et al.  The pulmonary toxicology of ultrafine particles. , 2002, Journal of aerosol medicine : the official journal of the International Society for Aerosols in Medicine.

[7]  Richard E. Chase,et al.  Measuring Particulate Mass Emissions with the Electrical Low Pressure Impactor , 2006 .

[8]  Pratim Biswas,et al.  Characterization of the aerosols resulting from arc welding processes , 2001 .

[9]  J. R. Portela,et al.  Elimination of cutting oil wastes by promoted hydrothermal oxidation. , 2001, Journal of hazardous materials.

[10]  Derk H Brouwer,et al.  Personal exposure to ultrafine particles in the workplace: exploring sampling techniques and strategies. , 2004, The Annals of occupational hygiene.

[11]  William A Heitbrink,et al.  Ultrafine and respirable particles in an automotive grey iron foundry. , 2007, The Annals of occupational hygiene.

[12]  W. Heitbrink,et al.  Mist generation at a machining center. , 2000, AIHAJ : a journal for the science of occupational and environmental health and safety.

[13]  Liangchi Zhang,et al.  A revisit to some wheel-workpiece interaction problems in surface grinding , 2002 .

[14]  Andrew D Maynard,et al.  Investigation of the aerosols produced by a high-speed, hand-held grinder using various substrates. , 2002, The Annals of occupational hygiene.

[15]  Foy G. King,et al.  Evaluation of methods for the determination of diesel-generated fine particulate matter: Physical characterization results , 2006 .

[16]  Michael Brauer,et al.  Determinants of exposure to metalworking fluid aerosol in small machine shops. , 2004, The Annals of occupational hygiene.

[17]  G. Ramachandran,et al.  Mass, surface area and number metrics in diesel occupational exposure assessment. , 2005, Journal of environmental monitoring : JEM.

[18]  J. Mora,et al.  Differential mobility analysis of molecular ions and nanometer particles , 1998 .

[19]  C Sioutas A pilot study to characterize fine particles in the environment of an automotive machining facility. , 1999, Applied occupational and environmental hygiene.

[20]  Martin Fierz,et al.  Surface science with nanosized particles in a carrier gas , 2001 .

[21]  Andrew D Maynard,et al.  Nanotechnology: the next big thing, or much ado about nothing? , 2007, The Annals of occupational hygiene.

[22]  James B. D'Arcy,et al.  Size Characteristics of Machining Fluid Aerosols in an Industrial Metalworking Environment , 1990 .

[23]  William A Heitbrink,et al.  The mapping of fine and ultrafine particle concentrations in an engine machining and assembly facility. , 2006, The Annals of occupational hygiene.

[24]  Pratim Biswas,et al.  The influence of operating parameters on number-weighted aerosol size distribution generated from a gas metal arc welding process , 2002 .

[25]  J. Pankow An absorption model of GAS/Particle partitioning of organic compounds in the atmosphere , 1994 .

[26]  Jacob A. Moulijn,et al.  Measuring diesel soot with a scanning mobility particle sizer and an electrical low-pressure impactor: Performance assessment with a model for fractal-like agglomerates , 2004 .

[27]  齊藤 宏之,et al.  海外研究紹介 Journal of Occupational and Environmental Hygiene , 2011 .

[28]  William A Heitbrink,et al.  Characterization and Mapping of Very Fine Particles in an Engine Machining and Assembly Facility , 2007, Journal of occupational and environmental hygiene.

[29]  J. Crapo,et al.  Ultrafine particles as a potential environmental health hazard. Studies with model particles. , 1996, Chest.

[30]  J. Mulhausen,et al.  A strategy for assessing and managing occupational exposures , 1998 .

[31]  A. Maynard Estimating aerosol surface area from number and mass concentration measurements. , 2003, The Annals of occupational hygiene.

[32]  M. L. Laucks,et al.  Aerosol Technology Properties, Behavior, and Measurement of Airborne Particles , 2000 .

[33]  J Thornburg,et al.  Size distribution of mist generated during metal machining. , 2000, Applied occupational and environmental hygiene.

[34]  W A Heitbrink,et al.  Mist control at a machining center, Part 1: Mist characterization. , 2000, AIHAJ : a journal for the science of occupational and environmental health and safety.

[35]  S. Friedlander,et al.  Smoke, dust, and haze , 2000 .

[36]  Jorma Keskinen,et al.  PERFORMANCE EVALUATION OF THE ELECTRICAL LOW-PRESSURE IMPACTOR (ELPI) , 2000 .

[37]  A. Maynard,et al.  Airborne Nanostructured Particles and Occupational Health , 2005 .