Environmental Quality bOX (EQ-OX): A Portable Device Embedding Low-Cost Sensors Tailored for Comprehensive Indoor Environmental Quality Monitoring

被引:1
作者
Corona, Jacopo [1 ]
Tondini, Stefano [2 ,3 ]
Gallichi Nottiani, Duccio [4 ,5 ]
Scilla, Riccardo [2 ]
Gambaro, Andrea [4 ]
Pasut, Wilmer [4 ,6 ]
Babich, Francesco [1 ]
Lollini, Roberto [1 ]
机构
[1] Eurac Res, Inst Renewable Energy, I-39100 Bolzano, Italy
[2] Eurac Res, Ctr Sensing Solut, I-39100 Bolzano, Italy
[3] Eindhoven Univ Technol, Elect Engn Dept, Photon Integrat, NL-5600 MB Eindhoven, Netherlands
[4] Univ CaFoscari, Environm Sci Informat & Stat Dept, I-30172 Venice, Italy
[5] Univ Parma, Dipartimento Ingn & Architettura, I-43124 Parma, Italy
[6] Korea Univ, Coll Engn, Seoul 06591, South Korea
关键词
indoor environmental quality monitoring; IoT sensing; low-cost sensors; IEQ field measurements; calibration methods; AIR-QUALITY; EXPOSURE; PERFORMANCE; POLLUTION; PLATFORM; DESIGN;
D O I
10.3390/s24072176
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The continuous monitoring of indoor environmental quality (IEQ) plays a crucial role in improving our understanding of the prominent parameters affecting building users' health and perception of their environment. In field studies, indoor environment monitoring often does not go beyond the assessment of air temperature, relative humidity, and CO2 concentration, lacking consideration of other important parameters due to budget constraints and the complexity of multi-dimensional signal analyses. In this paper, we introduce the Environmental Quality bOX (EQ-OX) system, which was designed for the simultaneous monitoring of quantities of some of the main IEQs with a low level of uncertainty and an affordable cost. Up to 15 parameters can be acquired at a time. The system embeds only low-cost sensors (LCSs) within a compact case, enabling vast-scale monitoring campaigns in residential and office buildings. The results of our laboratory and field tests show that most of the selected LCSs can match the accuracy required for indoor campaigns. A lightweight data processing algorithm has been used for the benchmark. Our intent is to estimate the correlation achievable between the detected quantities and reference measurements when a linear correction is applied. Such an approach allows for a preliminary assessment of which LCSs are the most suitable for a cost-effective IEQ monitoring system.
引用
收藏
页数:36
相关论文
共 67 条
[1]   Design of A Low-Cost Wireless Indoor Air Quality Sensor Network System [J].
Abraham, Sherin ;
Li, Xinrong .
INTERNATIONAL JOURNAL OF WIRELESS INFORMATION NETWORKS, 2016, 23 (01) :57-65
[2]   Open Source Building Science Sensors (OSBSS): A low-cost Arduino-based platform for long-term indoor environmental data collection [J].
Ali, Akram Syed ;
Zanzinger, Zachary ;
Debose, Deion ;
Stephens, Brent .
BUILDING AND ENVIRONMENT, 2016, 100 :114-126
[3]   Associations of Cognitive Function Scores with Carbon Dioxide, Ventilation, and Volatile Organic Compound Exposures in Office Workers: A Controlled Exposure Study of Green and Conventional Office Environments [J].
Allen, Joseph G. ;
MacNaughton, Piers ;
Satish, Usha ;
Santanam, Suresh ;
Vallarino, Jose ;
Spengler, John D. .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2016, 124 (06) :805-812
[4]  
[Anonymous], 2016, 6212016 ANSIASHRAE
[5]  
[Anonymous], 2015, LoRaWAN Specification
[6]  
[Anonymous], 2010, THERMAL ENV CONDITIO
[7]   Amperometric Gas Sensors as a Low Cost Emerging Technology Platform for Air Quality Monitoring Applications: A Review [J].
Baron, Ronan ;
Saffell, John .
ACS SENSORS, 2017, 2 (11) :1553-1566
[8]   Miniaturized Monitors for Assessment of Exposure to Air Pollutants: A Review [J].
Borghi, Francesca ;
Spinazze, Andrea ;
Rovelli, Sabrina ;
Campagnolo, Davide ;
Del Buono, Luca ;
Cattaneo, Andrea ;
Cavallo, Domenico M. .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2017, 14 (08)
[9]   Data Reduction in a Low-Cost Environmental Monitoring System Based on LoRa for WSN [J].
Botero-Valencia, Juan ;
Castano-Londono, Luis ;
Marquez-Viloria, David ;
Rico-Garcia, Mateo .
IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (02) :3024-3030
[10]   Design and validation of a low cost indoor environment quality data logger [J].
Carre, Andrew ;
Williamson, Terence .
ENERGY AND BUILDINGS, 2018, 158 :1751-1761