Forensic analysis of white automotive paint of same manufacturer with Raman spectroscopy and chemometrics

IF 2.4 3区 化学 Q2 SPECTROSCOPY Journal of Raman Spectroscopy Pub Date : 2023-11-28 DOI:10.1002/jrs.6626
Lei Lei, Geneviève Massonnet
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Abstract

Discriminating paints of the same color has always been a challenge in automotive paint examination. The process is even more difficult when these paints originate from the same manufacturer and color. Raman spectroscopy is an effective and non-destructive method that is commonly used to differentiate automotive paint. This method is often used to provide a reliable information about pigments and extenders contained in topcoats and is barely used to examine other layers of paints. In this study, A total of 54 white automotive paints from one single manufacturer (Volkswagen) were prepared and analyzed by Raman Spectroscopy. Each layer of the samples was measured in order to evaluate if Raman spectroscopy can provide good discrimination power. Statistical methods were used to characterize and classify these samples. Correlations between paint characteristics and discriminating factors (such as model, topcoat color code, production year, and assembly plant) were also investigated to get a deeper understanding of automotive paints.

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用拉曼光谱和化学计量学对同一制造商的白色汽车漆进行法医分析
鉴别同色涂料一直是汽车涂料检测中的一个难题。当这些油漆来自相同的制造商和颜色时,这个过程就更加困难了。拉曼光谱是一种有效的非破坏性方法,通常用于区分汽车涂料。这种方法通常用于提供有关面漆中所含颜料和填充剂的可靠信息,很少用于检查其他油漆层。在本研究中,共制备了54种来自单一制造商(大众汽车)的白色汽车涂料,并通过拉曼光谱进行了分析。对每一层样品进行了测量,以评估拉曼光谱是否能提供良好的识别能力。采用统计学方法对这些样本进行表征和分类。为了更深入地了解汽车涂料,我们还调查了涂料特性与判别因素(如车型、面漆颜色代码、生产年份和组装工厂)之间的相关性。
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来源期刊
CiteScore
5.40
自引率
8.00%
发文量
185
审稿时长
3.0 months
期刊介绍: The Journal of Raman Spectroscopy is an international journal dedicated to the publication of original research at the cutting edge of all areas of science and technology related to Raman spectroscopy. The journal seeks to be the central forum for documenting the evolution of the broadly-defined field of Raman spectroscopy that includes an increasing number of rapidly developing techniques and an ever-widening array of interdisciplinary applications. Such topics include time-resolved, coherent and non-linear Raman spectroscopies, nanostructure-based surface-enhanced and tip-enhanced Raman spectroscopies of molecules, resonance Raman to investigate the structure-function relationships and dynamics of biological molecules, linear and nonlinear Raman imaging and microscopy, biomedical applications of Raman, theoretical formalism and advances in quantum computational methodology of all forms of Raman scattering, Raman spectroscopy in archaeology and art, advances in remote Raman sensing and industrial applications, and Raman optical activity of all classes of chiral molecules.
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