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Surrogate Model Development for Digital Experiments in Welding
Published on: March 28, 2025
Two-zone model application to breathing zone and area welding fume concentration data
Fred W Boelter1, Catherine E Simmons, Laurel Berman
1ENVIRON International, Chicago, Illinois 60068-5772, USA.
Journal of Occupational and Environmental Hygiene
|March 7, 2009
Summary
This study determined field-derived welding fume generation rates for pipefitters, finding them lower than lab estimates. The two-zone model effectively described exposure concentrations, aiding industrial hygienists.
Area of Science:
- Occupational hygiene and environmental science.
- Industrial safety and health engineering.
- Air quality monitoring and exposure assessment.
Background:
- Shielded metal arc welding (SMAW) generates hazardous fumes, necessitating accurate exposure assessment.
- Existing welding fume generation rates are often derived from laboratory settings, potentially not reflecting real-world conditions.
- The two-zone model is a tool for estimating contaminant concentrations in ventilated spaces.
Purpose of the Study:
- To determine field-derived personal exposure emission (generation) rates for welding fume during actual pipefitter work.
- To apply the two-zone model using field data to assess welding fume concentrations.
- To compare field-derived generation rates with existing laboratory-derived values.
Main Methods:
- A professional pipefitter/welder performed SMAW on carbon steel under field conditions (boiler room and breezeway).
- Breathing zone and area air samples were collected and analyzed for total particulate (TP), iron (Fe), and manganese (Mn).
- The steady-state two-zone model was applied to the collected air concentration data.
Main Results:
- Field-derived welding fume generation rates for TP, Fe, and Mn were significantly lower than published laboratory values.
- Boiler room and breezeway personal breathing zone concentrations for TP, Fe, and Mn were quantified.
- The two-zone model effectively described personal breathing zone and area sample concentrations.
Conclusions:
- Field-derived welding fume generation rates are crucial for accurate occupational exposure assessments.
- The two-zone model can be utilized with field data to estimate welding fume exposures in industrial settings.
- This study highlights the importance of site-specific data for industrial hygienists.
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