Login / Signup

Statistics of a Sharp GP2Y Low-Cost Aerosol PM Sensor Output Signals.

Klemen BučarJeanne MaletLuca StabileJure PražnikarStefan SeegerMatjaž Žitnik
Published in: Sensors (Basel, Switzerland) (2020)
In this work, we characterise the performance of a Sharp optical aerosol sensor model GP2Y1010AU0F. The sensor was exposed to different environments: to a clean room, to a controlled atmosphere with known aerosol size distribution and to the ambient atmosphere on a busy city street. During the exposure, the output waveforms of the sensor pulses were digitised, saved and a following offline analysis enabled us to study the behaviour of the sensor pulse-by-pulse. A linear response of the sensor on number concentration of the monosized dispersed PSL particles was shown together with an almost linear dependence on particle diameters in the 0.4 to 4 micrometer range. The gathered data about the sensor were used to predict its response to an ambient atmosphere, which was observed simultaneously with a calibrated optical particle counter.
Keyphrases
  • air pollution
  • particulate matter
  • low cost
  • high resolution
  • blood pressure
  • risk assessment
  • gold nanoparticles
  • sensitive detection
  • electronic health record
  • deep learning