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Detection of Urea Adulteration in Milk Using Near-Infrared Raman Spectroscopy

机译:用近红外拉曼光谱法检测牛奶中的尿素掺杂

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摘要

We report results of a spectroscopic study to assess the applicability of near-infrared Raman spectroscopy for quantitative determination of urea adulteration in milk without any preprocessing requirement. Different batches of milk adulteration were prepared with each batch containing milk samples added with urea at various concentrations ranging from 10 to 1,000 mg/dl. The Raman spectra were measured from these urea-mixed milk samples with a Raman spectroscopy setup that incorporates a 785-nm diode laser for Raman excitation. An algorithm based on partial least square (PLS) regression was developed to quantitatively predict the concentration of urea based on the measured sets of Raman spectra of the urea-mixed milk samples. The results showed that Raman spectroscopy in combination with the PLS-based chemometric algorithm could detect urea mixed in milk samples with an accuracy of > 90 %.
机译:我们报告了光谱研究的结果,以评估近红外拉曼光谱在无需任何预处理要求的情况下定量测定牛奶中尿素掺杂的适用性。制备不同批次的牛奶掺假,每批次包含添加有尿素的牛奶样品,尿素的浓度范围为10至1,000 mg / dl。使用混合了785 nm二极管激光器进行拉曼激发的拉曼光谱仪,从这些尿素混合牛奶样品中测量拉曼光谱。开发了一种基于偏最小二乘(PLS)回归的算法,可基于尿素混合奶样品的拉曼光谱的实测值定量预测尿素的浓度。结果表明,拉曼光谱结合基于PLS的化学计量学算法可以检测牛奶样品中混合的尿素,其准确度> 90%。

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