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Terahertz spectroscopy and chemometric tools for rapid identification of adulterated dairy product

机译:太赫兹光谱学和化学计量学工具,可快速识别掺假乳制品

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摘要

Terahertz spectroscopy has been investigated as a quick and non-destructive evaluation method to identify adulterated dairy products. Compared with the traditional identification methods, terahertz spectroscopy measurements can easily distinguish different adulterated dairy products according to the fatty acids, without pretreatment of the sample. Terahertz spectra are collected from samples of whole samples both without pretreatment. The difference between the spectra of samples can be observed with the fatty acids. This paper is using terahertz spectroscopy combination with chemometric tools to identify samples with PCA and SVM-DA. All samples can be correctly identified by SVM-DA models. These results demonstrate the performance of terahertz spectroscopy couple with chemometrics methods to identify adulterated food.
机译:太赫兹光谱法已被用作鉴定掺假乳制品的一种快速且无损的评估方法。与传统的识别方法相比,太赫兹光谱测量可以轻松地根据脂肪酸区分不同的掺假乳制品,而无需对样品进行预处理。太赫兹光谱是从整个样品的样品中收集的,都未经预处理。用脂肪酸可以观察到样品光谱之间的差异。本文将太赫兹光谱法与化学计量学工具结合使用,以鉴定PCA和SVM-DA样品。 SVM-DA模型可以正确识别所有样本。这些结果证明了太赫兹光谱结合化学计量学方法识别掺假食品的性能。

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