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电子鼻技术在不同厂家特种茉莉花茶香气判别中的应用研究
引用本文:江昕田,郭雅玲,赖凌凌,廖泽明,屈艳勤,刁 鑫. 电子鼻技术在不同厂家特种茉莉花茶香气判别中的应用研究[J]. 食品安全质量检测学报, 2017, 8(12): 4760-4765
作者姓名:江昕田  郭雅玲  赖凌凌  廖泽明  屈艳勤  刁 鑫
作者单位:1福建农林大学园艺学院茶学系,2福建农林大学茶叶研究所,1福建农林大学园艺学院茶学系,2福建农林大学茶叶研究所,1福建农林大学园艺学院茶学系,2福建农林大学茶叶研究所,1福建农林大学园艺学院茶学系,2福建农林大学茶叶研究所,1福建农林大学园艺学院茶学系,2福建农林大学茶叶研究所,1福建农林大学园艺学院茶学系,2福建农林大学茶叶研究所
基金项目:福州市校(院所)科技合作项目(2015-J-67)、福建省人力资源和社会保障厅资助项目-郭雅玲评茶师技能大师工作室
摘    要:目的探讨i Nose型电子鼻在区分和判别特种茉莉花茶香气的可行性和效果。方法以福州特种茉莉花茶为对象,以i Nose型电子鼻传感器的响应值为指标,对不同厂家、不同外形的特种茉莉花茶进行判别分析。结果主成分分析结果显示,两个厂家的成品茉莉花茶能够被有效区分;同一厂家不同外形成品茶间香气风格相近,故区分不明显;窨制过程样与成品茶的香气品质存在差异,故被有效地区分。电子鼻响应值能够实现对同一外形不同厂家间、不同窨次间的区分,但区分效果因外形而异。Fisher判别分析显示,本文建立的判别函数,其回代验证正判率达到100.0%,交叉验证正判率为86.1%。结论电子鼻技术可用于特种茉莉花茶香气品质的区分和识别,可为茉莉花茶窨制工艺、产品质量控制模型的建立提供理论依据。

关 键 词:特种茉莉花茶  电子鼻  主成分分析  Fisher判别
收稿时间:2017-05-22
修稿时间:2017-07-11

Application of electronic nose technology in aroma discrimination of special-typed jasmine tea
JIANG Xin-Tian,GUO Ya-Ling,LAI Ling-Ling,LIAO Ze-Ming,QU Yan-Qin and DIAO Xin. Application of electronic nose technology in aroma discrimination of special-typed jasmine tea[J]. Journal of Food Safety & Quality, 2017, 8(12): 4760-4765
Authors:JIANG Xin-Tian  GUO Ya-Ling  LAI Ling-Ling  LIAO Ze-Ming  QU Yan-Qin  DIAO Xin
Affiliation:1Department of Tea Science,College of Horticulture,Fujian Agriculture and Forestry University,2Institute of Tea Science,Fujian Agriculture and Forestry University,1Department of Tea Science,College of Horticulture,Fujian Agriculture and Forestry University,2Institute of Tea Science,Fujian Agriculture and Forestry University,1Department of Tea Science,College of Horticulture,Fujian Agriculture and Forestry University,2Institute of Tea Science,Fujian Agriculture and Forestry University,1Department of Tea Science,College of Horticulture,Fujian Agriculture and Forestry University,2Institute of Tea Science,Fujian Agriculture and Forestry University,1Department of Tea Science,College of Horticulture,Fujian Agriculture and Forestry University,2Institute of Tea Science,Fujian Agriculture and Forestry University,1Department of Tea Science,College of Horticulture,Fujian Agriculture and Forestry University,2Institute of Tea Science,Fujian Agriculture and Forestry University
Abstract:Objective To discuss the feasibility and effects of applying iNose electronic nose technology to distinguishing and discriminating special-typed jasmine tea. Methods Response values of iNose electronic nose sensors were used as variables to discriminate special-typed jasmine tea of different shapes from different manufacturers. Results The principal component analysis showed that finished jasmine tea products from two manufacturers could be distinguished effectively, while because of the similar aroma flavor, finished jasmine tea products with different shapes from the same manufacturer could not be distinguished distinctly, on the contrary, aroma qualities were differences between being-scented and finished jasmine tea products, so they could be distinguished effectively. Moreover, response values of the electronic nose achieved to separate samples with same shapes from different manufacturers and different scented times, whose effect varies with its shape. Fisher discrimination analysis showed that the discriminant function established in this paper could achieve a positive discrimination rate of 100% and 86.1% in the retrospective validation and the cross validation, respectively. Conclusion Electronic nose technology can be applied to identification of aroma qualities of jasmine tea, which provides a theoretical basis for jasmine tea scenting procedures and establishment of product quality control model.
Keywords:special-typed jasmine tea   electronic nose   principal component analysis   Fisher discriminant
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