首页> 外文期刊>Talanta: The International Journal of Pure and Applied Analytical Chemistry >Simultaneous determination of three organophosphorus pesticides residues in vegetables using continuous-flow chemiluminescence with artificial neural network calibration
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Simultaneous determination of three organophosphorus pesticides residues in vegetables using continuous-flow chemiluminescence with artificial neural network calibration

机译:人工神经网络校正连续流化学发光法同时测定蔬菜中三种有机磷农药残留

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摘要

In this article,a continuous-flow chemiluminescence (CL) system with artificial neural network calibration is proposed for simultaneous determination of three organophosphorus pesiticides residues.This method is based on the fact that organophosphorus pesticides can be decomposed into orthophosphate with potassium peroxodisulphate as oxidant under ultraviolet radiation and that the decomposing kinetic characteristics of the organophosphorus pesticides with different molecular structure are significantly different.The produced orthophosphate can react with molybdate and vanadate to form the vanadomolybdophosphoric heteropoly acid,which can oxidize luminol to produce intense CL emission.The CL intensity of the solution was measured and recorded every 2 s in the range of 0-250 s.The obtained data were processed chemometrically by use of a three-layered feed-forward artificial neural network trained by back-propagation learning algorithm,in which input node,hidden node and output nodes were 65,21 and 3,respectively.The proposed multi-residue analysis method was successfully applied to the simultaneous determination of the three organophosphorus pesticides residue in some vegetables samples.
机译:本文提出了一种采用人工神经网络校准的连续流化学发光(CL)系统,同时测定三种有机磷农药残留的方法。该方法基于以下事实:有机磷农药可在过氧二硫酸钾为氧化剂的条件下分解为正磷酸盐。紫外辐射与不同分子结构的有机磷农药的分解动力学特性存在显着差异。产生的正磷酸盐可与钼酸盐和钒酸盐反应形成钒钼钼磷杂多酸,可氧化鲁米诺产生强烈的CL发射。每隔2 s在0-250 s范围内测量并记录一次溶液。通过反向传播学习算法训练的三层前馈人工神经网络对所获得的数据进行化学计量处理,其中输入节点为隐藏节点和输出节点wer e分别为65,21和3。所提出的多残留分析方法已成功地用于同时测定某些蔬菜样品中三种有机磷农药残留的方法。

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