Calibration and Field Deployment of Low-Cost Fluid Flow-Rate Sensors Using a Wireless Network

被引:5
|
作者
Harnett, Cindy K. [1 ]
Schueler, Matthew T. [1 ]
Blumenthal, Nick R. [1 ]
Hopf, Kristy L. [2 ]
Fox, Jimmy F. [3 ]
Pulugurtha, Sruti [3 ]
机构
[1] Univ Louisville, Louisville, KY 40292 USA
[2] Eastern Kentucky Univ, Richmond, KY 40475 USA
[3] Univ Kentucky, Lexington, KY 40506 USA
基金
美国国家科学基金会;
关键词
Calibration; distributed measurement systems; environmental sensors; wireless sensor networks; DESIGN;
D O I
10.1109/TIM.2010.2051625
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Low-cost networked fluid flow velocity sensors are needed for high-density sampling in environmental research and other applications requiring automated fluid flow velocity mapping. The flow sensor in this paper is the "target" type consisting of a flap that deflects in the flow, changing the resistance of a strain gauge. A highly compliant flexible resistor promises to reduce costs by serving as the flow target and by eliminating the signal amplification circuitry needed for conventional strain gauges. However, we show that the individual calibration of these resistive sensors is critical for recovering the stream flow velocity. A wireless network is used for the mass calibration of multiple sensors in a test flume. After individual sensor calibrations are obtained, the same wireless network can be used to collect flow velocity data in the sensor application. A modular connection system enables the user to reconfigure quickly the system's physical layout for calibration or deployment purposes. The results are reported on an outdoor deployment of the flow sensors for logging stream flow data in environmental research.
引用
收藏
页码:633 / 641
页数:9
相关论文
共 50 条
  • [21] Testing the performance of field calibration techniques for low-cost gas sensors in new deployment locations: across a county line and across Colorado
    Casey, Joanna Gordon
    Hannigan, Michael P.
    [J]. ATMOSPHERIC MEASUREMENT TECHNIQUES, 2018, 11 (11) : 6351 - 6378
  • [22] A machine learning field calibration method for improving the performance of low-cost particle sensors
    Patra, Satya S.
    Ramsisaria, Rishabh
    Du, Ruihang
    Wu, Tianren
    Boor, Brandon E.
    [J]. BUILDING AND ENVIRONMENT, 2021, 190
  • [23] Field Evaluation and Calibration of Low-Cost Air Pollution Sensors for Environmental Exposure Research
    Huang, Jianwei
    Kwan, Mei-Po
    Cai, Jiannan
    Song, Wanying
    Yu, Changda
    Kan, Zihan
    Yim, Steve Hung-Lam
    [J]. SENSORS, 2022, 22 (06)
  • [24] A machine learning field calibration method for improving the performance of low-cost particle sensors
    Patra, Satya S.
    Ramsisaria, Rishabh
    Du, Ruihang
    Wu, Tianren
    Boor, Brandon E.
    [J]. Building and Environment, 2021, 190
  • [25] Distributed Multi-Scale Calibration of Low-Cost Ozone Sensors in Wireless Sensor Networks
    Barcelo-Ordinas, Jose M.
    Ferrer-Cid, Pau
    Garcia-Vidal, Jorge
    Ripoll, Anna
    Viana, Mar
    [J]. SENSORS, 2019, 19 (11):
  • [26] Robust Calibration for Low-Cost Air Quality Sensors using Historical Data
    Li, Guodong
    Liu, Xinyu
    Wu, Zhiyuan
    Wang, Yue
    Zhang, Lin
    [J]. 2020 19TH ACM/IEEE INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS (IPSN 2020), 2020, : 349 - 350
  • [27] Calibration of Low-Cost Particle Sensors by Using Machine-Learning Method
    Chen, Chen-Chia
    Kuo, Chih-Ting
    Chen, Ssu-Ying
    Lin, Chih-Hsing
    Chue, Jin-Ju
    Hsieh, Yi-Jie
    Cheng, Chun-Wen
    Wu, Chieh-Ming
    Huang, Chun-Ming
    [J]. 2018 IEEE ASIA PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS (APCCAS 2018), 2018, : 111 - 114
  • [28] Field calibration of a low-cost sensors network to assess traffic-related air pollution along the Brenner highway
    Bisignano, Andrea
    Carotenuto, Federico
    Zaldei, Alessandro
    Giovannini, Lorenzo
    [J]. ATMOSPHERIC ENVIRONMENT, 2022, 275
  • [29] The BErkeley Atmospheric CO2 Observation Network: field calibration and evaluation of low-cost air quality sensors
    Kim, Jinsol
    Shusterman, Alexis A.
    Lieschke, Kaitlyn J.
    Newman, Catherine
    Cohen, Ronald C.
    [J]. ATMOSPHERIC MEASUREMENT TECHNIQUES, 2018, 11 (04) : 1937 - 1946
  • [30] Field calibration of low-cost particulate matter sensors using artificial neural networks and affine response correction
    Koziel, Slawomir
    Pietrenko-Dabrowska, Anna
    Wojcikowski, Marek
    Pankiewicz, Bogdan
    [J]. MEASUREMENT, 2024, 230