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
Link To Document :
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