Experiences in the detection of drugs of abuse in smuggling seizures and forensic samples using electronic tongue principles

Xavier Cetó, Marta Bonet-San-Emeterio, Dionisia Ortiz-Aguayo, Elena Rodríguez-Franch, M. Valle
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引用次数: 1

Abstract

The application of voltammetric sensors to the analysis of illicit drugs in combination with different chemometric tools to achieve their identification and quantification is explored herein. The aim is to process the whole voltammograms obtained from different sensors as a unique profile, and analyze those with the aid of pattern recognition methods that allow the extraction of a characteristic fingerprint, rather than focusing on the oxidation peaks associated to each of the drugs. To this aim, different arrays of electrodes were prepared to analyzed samples employing square wave voltammetry (SWV). Next, identification of different drugs was achieved by means of principal component analysis (PCA) and linear discriminant analysis (LDA), while their quantification was attained by partial least squares (PLS) modelling.
利用电子舌原理侦破走私毒品、缉获毒品和法医样本的经验
本文探讨了伏安传感器与不同的化学计量工具相结合,在非法药物分析中的应用,以实现其识别和定量。其目的是处理从不同传感器获得的整个伏安图,作为一个独特的轮廓,并借助模式识别方法进行分析,这种方法允许提取特征指纹,而不是专注于与每种药物相关的氧化峰。为此,制备了不同的电极阵列,采用方波伏安法(SWV)对样品进行分析。其次,通过主成分分析(PCA)和线性判别分析(LDA)对不同药物进行鉴定,并通过偏最小二乘(PLS)模型对其进行定量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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