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基于主成分分析的牛油火锅底料挥发性风味物质评价模型的构建OACSTPCD

Construction of evaluation model for volatile flavor compounds in beef tallow hotpot seasoning based on principal component analysis

中文摘要英文摘要

采用薄膜固相微萃取与气质联用技术对市场占有率较高的4种牛油火锅底料品牌的B端和C端产品的挥发性风味物质进行了比较分析,并构建主成分评分模型对其风味进行了差异性评价.结果表明,B端产品共检测有154种风味物质,C端产品则有158种,而8个样品检测出25种相同的风味物质,相同品牌的风味物质中,C端产品的烃类物质占比明显较低.利用主成分分析对火锅底料中的风味物质组成进行分析,结果表明,7个主成分因子累积方差贡献率达到100%,能有效表征火锅底料的风味物质信息.最后构建主成分分析模型,计算综合评价指数,对其风味进行评价排序,Pearson相关性分析发现主成分综合得分与感官评价结果相关性为极显著(P<0.01),相关系数为0.908,说明所构建的模型能够有效地对火锅底料进行风味评价.

Thin film solid-phase microextraction and gas chromatography-mass spectrometry were used to analyze and compare the volatile flavor components of four beef tallow hotpot seasoning brands with high market share for business(B end)and consumers(C end)and established a mathematical model to evaluate their difference.Results showed that 154 kinds of flavor substances were detected in B-end products and 158 kinds of flavor substances were detected in C-end products,while the same 25 flavor compounds were detected in all eight samples.By comparing products of the same brand,it was found that the proportion of hydrocarbons in the C-end product had dropped significantly.Principal component analysis was used to analyze the flavor composition of hotpot seasoning products,and the re-sults showed that the cumulative variance contribution rate of the first seven principal component factors reached 100%,which could effec-tively characterize the flavor information of hotpot seasoning materials.Finally,a principal component analysis model was constructed.The comprehensive evaluation index was calculated and the flavor was evaluated and ranked.The Pearson correlation analysis found that the correlation between the comprehensive score of the principal component and the sensory evaluation results was extremely significant(P<0.01),and the correlation coefficient was 0.908,indicating that the constructed model could effectively evaluate the flavor of hotpot seasoning.

晁仲昊;夏志强;陈刚;杨建;严芳;邱志强;姜萱;徐秀丽;邹孝强

食品科学与技术国家重点实验室,国家功能食品工程技术研究中心,粮食发酵工艺与技术国家工程实验室,江南大学食品学院,江苏无锡,214122四川漫味龙厨生物科技有限公司,四川眉山,620036

火锅底料;挥发性风味;薄膜固相微萃取;气相色谱质谱联用;主成分分析;评价模型

hotpot seasoning material;volatile flavor compounds;thin-film solid-phase microextraction;gas chromatography-mass spec-trometry;principal component analysis;evaluation model

《食品与发酵工业》 2024 (001)

241-247,中插7-中插10 / 11

国家自然科学基金项目(31601433)

10.13995/j.cnki.11-1802/ts.032785

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