TY - JOUR
T1 - Enhanced Ambient Sensing Environment-A New Method for Calibrating Low-Cost Gas Sensors
AU - Russell, Hugo Savill
AU - Frederickson, Louise Boge
AU - Kwiatkowski, Szymon
AU - Emygdio, Ana Paula Mendes
AU - Kumar, Prashant
AU - Schmidt, Johan Albrecht
AU - Hertel, Ole
AU - Johnson, Matthew Stanley
PY - 2022/10
Y1 - 2022/10
N2 - Accurate calibration of low-cost gas sensors is, at present, a time consuming and difficult process. Laboratory calibration and field calibration methods are currently used, but laboratory calibration is generally discounted due to poor transferability, and field methods requiring several weeks are standard. The Enhanced Ambient Sensing Environment (EASE) method described in this article, is a hybrid of the two, combining the advantages of a laboratory calibration with the increased accuracy of a field calibration. It involves calibrating sensors inside a duct, drawing in ambient air with similar properties to the site where the sensors will operate, but with the added feature of being able to artificially increases or decrease pollutant levels, thus condensing the calibration period required. Calibration of both metal-oxide (MOx) and electrochemical (EC) gas sensors for the measurement of NO2 and O-3 (0-120 ppb) were conducted in EASE, laboratory and field environments, and validated in field environments. The EC sensors performed marginally better than MOx sensors for NO2 measurement and sensor performance was similar for O-3 measurement, but the EC sensor nodes had less node inter-node variability and were more robust. For both gasses and sensor types the EASE calibration outperformed the laboratory calibration, and performed similarly to or better than the field calibration, whilst requiring a fraction of the time.
AB - Accurate calibration of low-cost gas sensors is, at present, a time consuming and difficult process. Laboratory calibration and field calibration methods are currently used, but laboratory calibration is generally discounted due to poor transferability, and field methods requiring several weeks are standard. The Enhanced Ambient Sensing Environment (EASE) method described in this article, is a hybrid of the two, combining the advantages of a laboratory calibration with the increased accuracy of a field calibration. It involves calibrating sensors inside a duct, drawing in ambient air with similar properties to the site where the sensors will operate, but with the added feature of being able to artificially increases or decrease pollutant levels, thus condensing the calibration period required. Calibration of both metal-oxide (MOx) and electrochemical (EC) gas sensors for the measurement of NO2 and O-3 (0-120 ppb) were conducted in EASE, laboratory and field environments, and validated in field environments. The EC sensors performed marginally better than MOx sensors for NO2 measurement and sensor performance was similar for O-3 measurement, but the EC sensor nodes had less node inter-node variability and were more robust. For both gasses and sensor types the EASE calibration outperformed the laboratory calibration, and performed similarly to or better than the field calibration, whilst requiring a fraction of the time.
KW - low-cost sensors
KW - metal oxide sensor
KW - electrochemical sensor
KW - calibration protocol
KW - calibration
KW - AIR-QUALITY SENSORS
KW - FIELD CALIBRATION
KW - PERSONAL EXPOSURE
KW - POLLUTION
KW - PERFORMANCE
KW - PLATFORMS
KW - LOCATIONS
KW - PART
U2 - 10.3390/s22197238
DO - 10.3390/s22197238
M3 - Journal article
C2 - 36236337
SN - 1424-3210
VL - 22
JO - Sensors
JF - Sensors
IS - 19
M1 - 7238
ER -