• DocumentCode
    690971
  • Title

    Measurement Experiment and Mathematical Model of Nitrate Ion Selective Electrode

  • Author

    Zhikai Chang ; Ying Zhu ; Li Zhang ; Shangfeng Du

  • Author_Institution
    Coll. of Inf. & Electr. Eng, China Agric. Univ., Beijing, China
  • fYear
    2013
  • fDate
    21-23 Sept. 2013
  • Firstpage
    48
  • Lastpage
    52
  • Abstract
    Compared with conventional laboratory chemical analysis, ion selective electrode (ISE) is time-saving, low-cost, ease of use and pollution-free. To detect soil nitrate nitrogen content rapidly, a nitrate ion selective electrode could be used. This paper studied characteristics of nitrate ISE. Potentiometric experiments utilizing nitrate ISE to measure sodium nitrate solution were conducted during the study. A linear regression model based on the Nernst equation was built using the least square method. Several groups of potential values were measured at one concentration and then the arithmetic mean of them was calculated. These mean values and their corresponding concentrations were used in LSM to reduce the impact of the relatively poor repeatability of ISE and reduce nitrate concentration prediction errors. The feasibility of the modeling method was verified using prediction errors as an index. In this study, extra data points except the calibration points were used to test the prediction error. Except several singular points, the relative error of this model was from 1.3% to 13.67% (absolute value). Compared with calibration each time, this modeling method can be used to determinate the nitrate concentration if ISE will be calibrated after using for a certain number of times.
  • Keywords
    calibration; chemical sensors; chemical variables measurement; electrodes; least mean squares methods; measurement errors; nitrogen; regression analysis; soil; LSM; NaNO3; Nernst equation; calibration; least square method; linear regression model; mathematical model; measurement experiment; nitrate ISE; nitrate concentration prediction error reduction; nitrate ion selective electrode; potentiometric experiments; relative error; sodium nitrate solution measurement; soil nitrate nitrogen content detection; Calibration; Electric potential; Electrodes; Equations; Mathematical model; Pollution measurement; Soil; ion selective electrode; linear regression model; measurement experiment; nitrate nitrogen; repeatability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2013 Third International Conference on
  • Conference_Location
    Shenyang
  • Type

    conf

  • DOI
    10.1109/IMCCC.2013.18
  • Filename
    6840407