Laboratory Evaluation of Low-Cost Optical Particle Counters for Environmental and Occupational Exposures

Sensors (Basel). 2021 Jun 17;21(12):4146. doi: 10.3390/s21124146.

Abstract

Low-cost optical particle counters effectively measure particulate matter (PM) mass concentrations once calibrated. Sensor calibration can be established by deriving a linear regression model by performing side-by-side measurements with a reference instrument. However, calibration differences between environmental and occupational settings have not been demonstrated. This study evaluated four commercially available, low-cost PM sensors (OPC-N3, SPS30, AirBeam2, and PMS A003) in both settings. The mass concentrations of three aerosols (salt, Arizona road dust, and Poly-alpha-olefin-4 oil) were measured and compared with a reference instrument. OPC-N3 and SPS30 were highly correlated (r = 0.99) with the reference instrument for all aerosol types in environmental settings. In occupational settings, SPS30, AirBeam2, and PMS A003 exhibited high correlation (>0.96), but the OPC-N3 correlation varied (r = 0.88-1.00). Response significantly (p < 0.001) varied between environmental and occupational settings for most particle sizes and aerosol types. Biases varied by particle size and aerosol type. SPS30 and OPC-N3 exhibited low bias for environmental settings, but all of the sensors showed a high bias for occupational settings. For intra-instrumental precision, SPS30 exhibited high precision for salt for both settings compared to the other low-cost sensors and aerosol types. These findings suggest that SPS30 and OPC-N3 can provide a reasonable estimate of PM mass concentrations if calibrated differently for environmental and occupational settings using site-specific calibration factors.

Keywords: AirBeam2; OPC; OPC-N3; PMS A003; SPS30; environmental monitoring; low-cost sensors; occupational monitoring; particulate matter; sensor calibration.

MeSH terms

  • Aerosols
  • Air Pollutants* / analysis
  • Environmental Monitoring
  • Laboratories
  • Occupational Exposure* / analysis
  • Particle Size
  • Particulate Matter / analysis

Substances

  • Aerosols
  • Air Pollutants
  • Particulate Matter