Development of an environmental chamber for evaluating the performance of low-cost air quality sensors under controlled conditions

被引:73
作者
Papapostolou, Vasileios [1 ]
Zhang, Hang [1 ]
Feenstra, Brandon J. [1 ]
Polidori, Andrea [1 ]
机构
[1] South Coast Air Qual Management Dist, Diamond Bar, CA 91765 USA
关键词
Low-cost sensors; Sensor evaluation; Environmental chamber; Testing protocol; Particle pollutants; Gaseous pollutants; PARTICLE COUNTER; MASS MONITOR; POLLUTION; VARIABILITY; EXPOSURE;
D O I
10.1016/j.atmosenv.2017.10.003
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A state-of-the-art integrated chamber system has been developed for evaluating the performance of low-cost air quality sensors. The system contains two professional grade chamber enclosures. A 13 m(3) stainless-steel outer chamber and a 0.11 m(3) Teflon-coated stainless-steel inner chamber are used to create controlled aerosol and gaseous atmospheres, respectively. Both chambers are temperature and relative humidity controlled with capability to generate a wide range of environmental conditions. The system is equipped with an integrated zero-air system, an ozone and two aerosol generation systems, a dynamic dilution calibrator, certified gas cylinders, an array of Federal Reference Method (FRM), Federal Equivalent Method (FEM), and Best Available Technology (BAT) reference instruments and an automated control and sequencing software. Our experiments have demonstrated that the chamber system is capable of generating stable and reproducible aerosol and gas concentrations at low, medium, and high levels. This paper discusses the development of the chamber system along with the methods used to quantitatively evaluate sensor performance. Considering that a significant number of academic and research institutions, government agencies, public and private institutions, and individuals are becoming interested in developing and using low-cost air quality sensors, it is important to standardize the procedures used to evaluate their performance. The information discussed herein provides a roadmap for entities who are interested in characterizing air quality sensors in a rigorous, systematic and reproducible manner. Published by Elsevier Ltd.
引用
收藏
页码:82 / 90
页数:9
相关论文
共 29 条
[1]   Cross-sensitivities of electrochemical detectors used to monitor worker exposures to airborne contaminants: False positive responses in the absence of target analytes [J].
Austin, CC ;
Roberge, B ;
Goyer, N .
JOURNAL OF ENVIRONMENTAL MONITORING, 2006, 8 (01) :161-166
[2]   Laboratory Evaluation of the Shinyei PPD42NS Low-Cost Particulate Matter Sensor [J].
Austin, Elena ;
Novosselov, Igor ;
Seto, Edmund ;
Yost, Michael G. .
PLOS ONE, 2015, 10 (09)
[3]   Investigating the Use Of Portable Air Pollution Sensors to Capture the Spatial Variability Of Traffic-Related Air Pollution [J].
Cavellin, Laure Deville ;
Weichenthal, Scott ;
Tack, Ryan ;
Ragettli, Martina S. ;
Smargiassi, Audrey ;
Hatzopoulou, Marianne .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2016, 50 (01) :313-320
[4]   Performance evaluation of the active-flow personal DataRAM PM2.5 mass monitor (Thermo Anderson pDR-1200) designed for continuous personal exposure measurements [J].
Chakrabarti, B ;
Fine, PM ;
Delfino, R ;
Sioutas, C .
ATMOSPHERIC ENVIRONMENT, 2004, 38 (20) :3329-3340
[5]   State-of-the-art chamber facility for studying atmospheric aerosol chemistry [J].
Cocker, DR ;
Flagan, RC ;
Seinfeld, JH .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2001, 35 (12) :2594-2601
[6]  
EPA, 2014, FISC YEAR 2014 2018
[7]  
Fischer S.L., 2007, FIELD PERFORMANCE NE
[8]   High-Resolution Mobile Monitoring of Carbon Monoxide and Ultrafine Particle Concentrations in a Near-Road Environment [J].
Hagler, Gayle S. W. ;
Thoma, Eben D. ;
Baldauf, Richard W. .
JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION, 2010, 60 (03) :328-336
[9]   Childhood Cancer and Traffic-Related Air Pollution Exposure in Pregnancy and Early Life [J].
Heck, Julia E. ;
Wu, Jun ;
Lombardi, Christina ;
Qiu, Jiaheng ;
Meyers, Travis J. ;
Wilhelm, Michelle ;
Cockburn, Myles ;
Ritz, Beate .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2013, 121 (11-12) :1385-1391
[10]   Field Assessment of the Village Green Project: An Autonomous Community Air Quality Monitoring System [J].
Jiao, Wan ;
Hagler, Gayle S. W. ;
Williams, Ronald W. ;
Sharpe, Robert N. ;
Weinstock, Lewis ;
Rice, Joann .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2015, 49 (10) :6085-6092