4.6 Article

Characterizing the Aging of Alphasense NO2 Sensors in Long-Term Field Deployments

期刊

ACS SENSORS
卷 6, 期 8, 页码 2952-2959

出版社

AMER CHEMICAL SOC
DOI: 10.1021/acssensors.1c00729

关键词

low-cost NO2 sensor; long-term deployment; sensor aging; ozone scrubber; malfunction identification

资金

  1. United States Environmental Protection Agency [RD83587301, RD83628601]
  2. Heinz Endowment Fund [E2375, E3145]
  3. National Research Agency under the Programme d'Investissements d'Avenir [ANR-18-MPGA-0011]
  4. Agence Nationale de la Recherche (ANR) [ANR-18-MPGA-0011] Funding Source: Agence Nationale de la Recherche (ANR)

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This study examined the long-term performance of Alphasense low-cost NO2 sensors over 4 years and found that sensors started to deviate from reference NO2 concentrations after prolonged deployment, eventually becoming non-functional. Regular collocation with reference instruments after 200-400 days is recommended to ensure reliable data quality in field deployments.
Low-cost NO2 sensors have been widely deployed for atmospheric sampling. While their initial performance has been characterized, few studies have examined their long-term degradation. This study focused on the performance of Alphasense low-cost NO2 sensors (NO2-B42F and NO2-B43F) over 4 years (2016-2020). A total of 29 NO2 sensors from 10 batches were collocated 78 times at two sites with reference instruments. Raw signals from functional NO2 sensors correlated linearly with reference NO2 concentrations. After long-term deployment, sensor raw signals started to deviate from reference NO2 concentrations due to sensor aging, an accumulated effect after sensor unpacking. Several sensors eventually became non-functional as sensor raw signals showed no correlation with reference NO2 concentrations. Sensor aging and non-functionality may be primarily caused by expiration of the ozone (O-3) scrubber built into these sensors so that sensors responded to both ambient NO2 and O-3. The influence of O-3 on sensor response is quantified through the permutation importance method. Most of the sensors are non-functional after approximately 200-400 days of deployment, and no sensor was functional after 400 days of deployment. This result agrees well with the estimated lifetime of the built-in ozone scrubbers considering the ambient ozone concentration in the Pittsburgh area where these sensors were deployed. To ensure reliable data quality in long-term field deployments, we recommend collocating NO2 sensors with reference instruments regularly after 200-400 days of deployment to identify and replace non-functional sensors in a timely manner.

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