Application of neural network calibrations to an halide ISE array

被引:29
作者
Baret, M
Massart, DL
Fabry, P
Conesa, F
Eichner, C
Menardo, C
机构
[1] Rhone Poulenc, F-69153 Decines Charpieu, France
[2] Free Univ Brussels, B-1090 Brussels, Belgium
[3] Ecole Natl Super Electrochim & Electromet Grenobl, LEPMI, F-38402 St Martin Dheres, France
关键词
ISEs; interference; neural network; bromide;
D O I
10.1016/S0039-9140(99)00334-3
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The Neural Network (NN) technique was applied to the calibration of an ion selective electrode (ISE) array comprising a bromide selective electrode, two chloride ISEs and one thiocyanate ISE. The measured samples were synthetic mixture solutions of chlorides and bromides in concentration ranges such that interference;occurs, The NN method allowed to perform the calibration without estimating the coefficients of the Nikolskii-Eisenman theoretical relation. Only the determination of bromide was detailed. The results obtained using this method were better than those obtained using linear multivariate calibration methods. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:863 / 877
页数:15
相关论文
共 29 条
[1]  
BAILEY PL, 1976, ANAL ION SELECTIVE E
[2]  
Baret E, 1998, ANALUSIS, V26, P267
[3]  
BARET M, IN PRESS TALANTA
[4]   SPARINGLY SELECTIVE ION-SELECTIVE ELECTRODE ARRAYS FOR MULTICOMPONENT ANALYSIS [J].
BEEBE, K ;
UERZ, D ;
SANDIFER, J ;
KOWALSKI, B .
ANALYTICAL CHEMISTRY, 1988, 60 (01) :66-71
[5]   NONLINEAR CALIBRATION USING PROJECTION PURSUIT REGRESSION - APPLICATION TO AN ARRAY OF ION-SELECTIVE ELECTRODES [J].
BEEBE, KR ;
KOWALSKI, BR .
ANALYTICAL CHEMISTRY, 1988, 60 (20) :2273-2278
[6]   DATA-PROCESSING USING NEURAL NETWORKS [J].
BLANK, TB ;
BROWN, SD .
ANALYTICA CHIMICA ACTA, 1993, 277 (02) :273-287
[7]   NONLINEAR MULTIVARIATE MAPPING OF CHEMICAL-DATA USING FEEDFORWARD NEURAL NETWORKS [J].
BLANK, TB ;
BROWN, SD .
ANALYTICAL CHEMISTRY, 1993, 65 (21) :3081-3089
[8]   CONTINUOUS MONITORING OF COPPER AND CADMIUM IN ZINC PLANT ELECTROLYTE USING A MICROPROCESSOR-BASED BATTERY-OPERATED DATA ACQUISITION-SYSTEM, MULTIPLE ION-SELECTIVE ELECTRODES AND REDUNDANCY PRINCIPLES [J].
BOND, AM ;
HUDSON, HA ;
LUSCOMBE, DL ;
TIMMS, KL ;
WALTER, FL .
ANALYTICA CHIMICA ACTA, 1987, 200 (01) :213-225
[9]   OPTIMAL MINIMAL NEURAL INTERPRETATION OF SPECTRA [J].
BORGGAARD, C ;
THODBERG, HH .
ANALYTICAL CHEMISTRY, 1992, 64 (05) :545-551
[10]   RECOMMENDATIONS FOR NOMENCLATURE OF ION-SELECTIVE ELECTRODES - (IUPAC RECOMMENDATIONS 1994) [J].
BUCK, RP ;
LINDNER, E .
PURE AND APPLIED CHEMISTRY, 1994, 66 (12) :2527-2536