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基于主成分分析法构建云南古树普洱生茶香气质量评价模型

曾敏 龚正礼

食品工业科技2017,Vol.38Issue(15):264-269,279,7.
食品工业科技2017,Vol.38Issue(15):264-269,279,7.DOI:10.13386/j.issn1002-0306.2017.15.049

基于主成分分析法构建云南古树普洱生茶香气质量评价模型

Modeling for aroma quality evaluation of Yunnan Pu-erh raw tea made from ancient trees based on principal component analysis

曾敏 1龚正礼2

作者信息

  • 1. 广西职业技术学院农业与环境工程技术系,广西南宁530226
  • 2. 西南大学,重庆北碚400715
  • 折叠

摘要

Abstract

This study aimed to enhance the objectivity and scientificity of the aroma quality evaluation of Pu-erh raw tea made from ancient trees of Yunnan.A total of 94 volatile compounds were separated and identified from 13 tea samples by SPME and GC-MS.In addition,major characteristic aromatic components were identified by principal component analysis (PCA),which were Linalool and its oxides,Nerolidol,Geraniol,β-Ionone,Geranyl Acetone,(Z)-2-Decenal,beta-Cyclocitral,Nonanal,(E)-2-hexenyl ester Hexanoic acid,and Menthyl Salicylate.In addition,a PCA nodel for the aroma quality evaluation of Puerh raw tea made from ancient trees was constructed based on the comprehensive evaluation function:F =β1 F1 +β2F2 + … + βkFk,which used the variance contribution rates of various eigenvalues βj (i =1,2,……,k)as weight coefficients.The model was used to calcu1ate and rank aroma quality score of each tea sample for aroma quality evaluation.The evaluation results were in good agreement with those obtained from sensory evaluation,which indicated that it was feasible to use this model to evaluate the aroma quality of pu-erh raw tea made from ancient trees.

关键词

古树/普洱生茶/香气/质量评价模型/主成分分析

Key words

ancient trees/Pu-erh raw tea/aroma/model of quality evaluation/principal component analysis(PCA)

分类

轻工纺织

引用本文复制引用

曾敏,龚正礼..基于主成分分析法构建云南古树普洱生茶香气质量评价模型[J].食品工业科技,2017,38(15):264-269,279,7.

食品工业科技

OA北大核心CSCDCSTPCD

1002-0306

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