SIA system employing the transient response from a potentiometric sensor array-Correction of a saline matrix effect

被引:16
|
作者
Mimendia, A. [1 ]
Gutierrez, J. M. [1 ]
Opalski, L. J. [2 ]
Ciosek, P. [3 ]
Wroblewski, W. [3 ]
del Valle, M. [1 ]
机构
[1] Univ Autonoma Barcelona, Dep Quim, Grp Sensors & Biosensors, E-08193 Barcelona, Catalonia, Spain
[2] Warsaw Univ Technol, Inst Elect Syst, PL-00665 Warsaw, Poland
[3] Warsaw Univ Technol, Dept Microbioanalyt, PL-00664 Warsaw, Poland
关键词
Sequential Injection Analysis; Automated electronic tongue; Artificial Neural Network; Potentiometric microelectrodes; Matrix effect; ION-SELECTIVE ELECTRODES; SEQUENTIAL INJECTION-ANALYSIS; TECHNICAL REPORT; ALKALINE IONS; E-TONGUE; CALIBRATION; TOOL; MULTIDETERMINATION; CLASSIFICATION; COEFFICIENTS;
D O I
10.1016/j.talanta.2010.05.061
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
A Sequential Injection Analysis (SIA) system and an 8-potentiometric all-solid-state sensor array were coupled in a simple and automated electronic tongue device. The potentiometric sensors used were planar microfabricated structures with standard PVC membranes deposited onto a gold contact. The SIA system permitted the automated operation and generation of the calibration data, needed to build an Artificial Neural Network model, thanks to the precise dosing and mixing of volumes of stock solutions. The resolution of a four-ion mixture, i.e. ammonium, sodium, nitrate and chloride was the study case used for characterization of the system. Two different variants for signal acquisition, steady-state and transient recording, were arranged and compared. The dynamic treatment is shown to offer improved performance thanks to the benefits of the kinetic resolution. For this, it first extracts meaningful data from a FFT transform of each sensor's transient, which is then fed to an ANN model for estimation of each concentration in the four-ion mixture. While in a standard laboratory situation there was no difference between the two approaches, the dynamic treatment allowed the correction of a matrix effect in the case study, where an uncontrolled saline effect could be counterbalanced. (C) 0 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:931 / 938
页数:8
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