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Sunday, March 8, 2015

Estimating Airborne Particulate Exposure from Overspray


We use a lot of products that are sprayed.   Everything from hair spray to furniture spray to window cleaner are spray-applied either from a pressurized can or a trigger spray.   The manufacturers of these items want ALL of the product to go from the container to the target.   It most cases, it mostly does; however, not all of the material goes to the target, some remains in the air as an aerosol of particulates.  This remaining airborne fraction has been called “overspray” or in some cases, "bounce back".    Whatever it is called this airborne fraction is a potential health concern because the vast majority of spraying occurs in what we call the “near field”.   This is the volume of air that includes the spraying product and the breathing zone (nose and mouth) of the person doing the spraying.   The smaller the near field is, the higher is the potential for significant concentrations and exposure.   Since most spraying occurs at literally at arm’s length, with some products like hair-spray at considerably closer distances to the breathing zone, the possibility for at least acute inhalation exposure exists.

In doing a risk assessment for these types of products, manufacturers have historically depended on some cursory data and “rule of thumb” estimates for the amount of overspray that they would use for their analysis.   A few years ago, one of my clients at Procter and Gamble asked if we could do a better job of quantitatively estimating overspray.   That effort ultimately culminated in a paper published in 2012.    I would be happy to send this paper to anyone requesting it at mjayjock@gmail.com.

What I want to do in the remainder of this post it to provide you with the primary learning from that work:

The predominate mechanism for particle overspray from sprayed products is the failure of relatively small particles in the sprayed stream to impact the surface because of their tendency to remain in the flow lines of the air stream.   The figure below illustrates this effect which, by the way, is the primary mechanism used by particle size impactors like the Anderson Impactor:




Thus, even when sprayed at 90 degrees to the surface, some of the smaller particles will following the streamlines and escape capture.   As such, the term “overspray” is a bit of a misnomer. In this case, everything is being sprayed directly at the target and nothing is being sprayed over the target.    Another term used to describe this loss, “bounce back” is also a misnomer since studies and data indicate there is essentially no bounce associated with wet aerosol particles sprayed against a solid surface, all the wet particles that hit the surface stick.  

Other conclusions include:

1. Small aerosol particles (less than 15 μm MMAD) make up the vast majority of measured airborne overspray from sprayed products.
2. Larger wet particles will have a much stronger tendency to impact and stick to the receiving surface. Relatively large particles that are indeed “oversprayed” past the target and do not stick tend to quickly settle out of the air.
3. As a worst case, wet particles less than or equal to 30 μm could rapidly evaporate to respirable size in a time frame relevant to the exposure event. This size range should be considered in estimating the potential respirable mass.
4. Also, almost all particles greater than 30 μm MMAD that remain airborne after spraying will settle 200 cm (2 meters) downward and be on the floor within 1 min. Thus, between impaction loss and settling, few particles are left to become or remain airborne in a size much above 30 μm for any time 1 min after spraying.
5. Any future work on evaluating this exposure/risk should focus on respirable and near thoracic particle sizes, that is, particles with an ultimate aerodynamic diameter below 15 μm.
6. Any reduction in the mass of the low-end particle size distribution tail or bimodal “hump” from spray products will directly and significantly reduce any overspray potential.
7. Overspray potential from sprayed products is best estimated using a real-time laser particle sizer. A rough average from available data would indicate a reasonable worst-case respirable overspray potential of 5% of the emitted mass and a worst-case total aerosol overspray potential of 6% for trigger sprayed products.
8. Theoretical considerations indicate that hard surfaces (e.g., metal or glass) should react in a manner similar to soft surfaces, such as cloth with a low pile. That is, they should produce essentially the same amount and type of airborne overspray from sprayed liquid aerosol.
9. The spreadsheet model developed for this work should be useful for estimating the amount of potential overspray based on particle size distribution of the spray. This model will overestimate the overspray potential for thick pile targets such as hair and carpet.

As usual, I welcome hearing about any of your thoughts or any experience you have in this matter.







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