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