Identification and Authentication of Cow Milk Powder Using a Smartphone and Chemometric Analysis

IF 0.7 Q4 CHEMISTRY, MULTIDISCIPLINARY Moscow University Chemistry Bulletin Pub Date : 2023-03-25 DOI:10.3103/S0027131422070033
V. G. Amelin, Z. A. Ch. Shogah, D. S. Bolshakov
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Abstract

The possibility of identifying and authenticating cow milk powder by the method of chemical colorimetry of the fluorescence of samples using a smartphone camera and chemometric analysis is shown. A fundamental test device for direct colorimetric analysis of milk powder is proposed, excluding the stage of sample preparation. Fluorescence excitation is carried out with a portable source of monochromatic UV radiation (λ = 365 nm). The colorimetric parameters of milk powder fluorescence in RGB space are recorded using a smartphone camera. We use chemometric processing of the calculated analytical signal, which makes it possible to reduce the analysis time and visualize the studied data. The data array of the fluorescence colorimetric parameters (RGB) are evaluated by principal component analysis (PCA) and hierarchical clustering analysis (HCA) using the XLSTAT software.

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用智能手机对牛奶粉进行鉴定和化学计量分析
本文介绍了利用智能手机相机对样品进行荧光化学比色分析和化学比色分析,从而实现对牛奶粉进行鉴别和鉴定的可能性。提出了一种用于奶粉直接比色分析的基本测试装置,不包括样品制备阶段。荧光激发进行了便携式单色紫外辐射源(λ = 365 nm)。用智能手机相机记录了奶粉荧光在RGB空间的比色参数。对计算得到的分析信号进行化学计量学处理,使分析时间缩短,分析数据可视化成为可能。利用XLSTAT软件对荧光比色参数(RGB)数据阵列进行主成分分析(PCA)和层次聚类分析(HCA)。
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来源期刊
Moscow University Chemistry Bulletin
Moscow University Chemistry Bulletin CHEMISTRY, MULTIDISCIPLINARY-
CiteScore
1.30
自引率
14.30%
发文量
38
期刊介绍: Moscow University Chemistry Bulletin is a journal that publishes review articles, original research articles, and short communications on various areas of basic and applied research in chemistry, including medical chemistry and pharmacology.
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