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Laser-Induced Breakdown Spectroscopy (LIBS) Applied in the Differentiation of Arabica and Robusta Coffee

机译:激光诱导击穿光谱法(LIBS)在阿拉比卡和 Robusta 咖啡的鉴别中的应用

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Coffee is one of the most consumed and commercialized crops in the world, which is why there is a potential risk to find arabica coffee (an expensive variety) adulterated with robusta coffee (a cheaper variety). The currently used technique for certifying coffee, High Performance Liquid Chromatography (HPLC), requires the sample to be subjected to a chemical treatment prior to analysis; in addition, the equipment is bulky and can not be moved easily. Laser Induced Breakdown Spectroscopy (LIBS) is a technique which does not require that samples be subjected to a chemical pretreatment, and equipment is small and portable, this can save valuable time in coffee trading. The purpose of this research was to demonstrate that LIBS can be applied to solve various problems related with the coffee authentication. Green coffee pills with different concentrations of arabica and robusta varieties were analyzed by LIBS, the results were used in the construction of calibration curves for the detection of the degree of simulated adulteration in coffee. It was found that the relative intensities of Ca (392.4 nm), Sr (407.1 nm), N (500.5 nm) and Na (588.7 nm), as well as the intensity ratios of Ca II (392.4 nm)/N I (500.5 nm), Sr I (407.1 nm)/N I (500.5 nm)and N I (500.5 nm)/Na I (588.7 nm) can be used for this purpose. It is concluded that the differentiation of coffee and the detection of its adulteration is possible with the use of LIBS. Further, with the use of an Artificial Neural Network (ANN) of type Multilayer Perceptron, it was possible to correctly classify the spectra of arabica and robusta roasted coffee.
机译:咖啡是世界上消费量最大和商业化的农作物之一,这就是为什么存在掺入 robusta 咖啡的阿拉比卡咖啡(一种昂贵的品种)的潜在风险的原因(便宜的品种)。目前使用的咖啡认证技术是高效液相色谱(HPLC),要求对样品进行化学处理后再进行分析;另外,设备笨重且不易移动。激光诱导击穿光谱法(LIBS)是一项技术,不需要对样品进行化学预处理,并且设备小巧便携,可以节省咖啡交易中的宝贵时间。这项研究的目的是证明LIBS可用于解决与咖啡认证有关的各种问题。用LIBS分析了不同浓度的 arabica robusta 的生咖啡丸,将其结果用于构建校正曲线,以检测模拟掺假程度。咖啡。发现Ca(392.4 nm),Sr(407.1 nm),N(500.5 nm)和Na(588.7 nm)的相对强度以及Ca II(392.4 nm)/ NI(500.5 nm)的强度比),Sr I(407.1 nm)/ NI(500.5 nm)和NI(500.5 nm)/ Na I(588.7 nm)均可用于此目的。结论是,使用LIBS可以区分咖啡及其掺假。此外,使用多层感知器类型的人工神经网络(ANN),可以正确地分类 arabica robusta 烘焙咖啡的光谱。

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