电子鼻在烟用香精质量控制中的应用
Application of Electronic Nose in Quality Control of Tobacco Flavor
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摘要: 利用电子鼻对9种不同的烟用香精样品进行了测试,采用主成分分析(Principal ComponentAnalysis,PCA)以及判别因子分析(Discriminant Factor Analysis,DFA)多元统计方法对所获得的数据进行了分析,构建了质量控制模型并对样品的质量稳定性进行了评价。结果表明:电子鼻可以分辨不同香型及有一定相似性的烟用香精香料;通过对电子鼻进行合格产品的训练并建立质量控制模型,可成功识别合格产品和质量异常的样品。Abstract: Nine tobacco flavor samples were detected by an electronic nose, the obtained data were analyzed with principal component analysis (PCA) and discriminant factor analysis (DFA). The models of quality control were established, and the quality consistency of the samples was evaluated. The results showed that: 1) tobacco flavors of different flavor notes or of certain similarity could be distinguished by electronic nose; 2) the abnormal product could be successfully discriminated from qualified products by electronic nose trained with qualified products along with established quality control model.
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