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基于PLSR分析的香梨果汁风味品质预测模型的构建及其制备过程中香气丧失机制的研究

基于PLSR分析的香梨果汁风味品质预测模型的构建及其制备过程中香气丧失机制的研究
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  • 批准号:31571846
  • 批准年度: 2015年
  • 学科分类:果蔬食品(C200501) |
  • 项目负责人:詹萍
  • 负责人职称:副教授
  • 依托单位:石河子大学
  • 资助金额:62万元
  • 项目类别:面上项目
  • 研究期限:2016年01月01日 至 2019年12月31日
  • 中文关键词: PLSR;风味;预测;香气;丧失
  • 英文关键词:Korla pear juice;Prediction models;Flavor quality; Loss mechanism;Partial least squares regression

项目摘要

中文摘要

香梨为新疆区域特色林果资源,具有香味浓郁、细嫩多汁等特点,除鲜食外香梨汁加工已成为其产业链延伸的主导途径,然而加工中天然果香风味的严重失真及其所导致的产品品质不稳定等问题已成为制约香梨产业发展的瓶颈。本项目基于前期研究成果拟采用SPME/SBSE-GC-MS技术分析香梨鲜果及果汁制备样本的香气成分,结合PLSR分析建立其与E-nose和果汁风味品质间的量化关系,构建香梨汁风味品质预测模型;采用PCA及PLSR结合描述性感官分析明晰鲜果及不同工序果汁样本间潜在的关键影响因素,挖掘与香梨汁样本自然果香呈显著相关的差异及特征香气成分;通过同位素示踪法、差异组分消增模拟技术及所形成的差异组分的官能结构形成历程规律的诠释,追溯香梨汁制备过程中关键风味组分丧失或转化途径,深入解析香梨汁制备过程中香气丧失机制。预期为香梨汁风味稳态化及香梨汁特征风味物质的呈香调控技术及产品品质升级提供坚实的理论基础。

英文摘要

Korla pear is one kind of regional characteristics fruit resources, and always favored by consumers both in raw fruit and juices due to their unique fragrance, sweetness, juiciness, and special aroma. However, the significant losses of intense aroma during the processing of juice and their instable flavor have become the bottleneck of restriction the development of Korla pear industry. Based on the previous research achievements, in this project, volatiles were analyzed by solid phase micro extraction (SPME) / stir bar sorptive extraction (SBSE) with gas chromatography-mass spectrometry. Partial least squares regression (PLSR) was applied to quantify the relationships among the volatiles, electronic nose (E-nose) responses and flavor qualities to establish the quantitative predictability models. Further, changes in the aroma characteristics between Korla pear and juice samples which were prepared under different simulated processing were evaluated using principle component analysis (PCA) and PLSR combined with descriptive sensory analysis (DSA) in order to explore the key factors on Korla pear juice flavor quality. It can be also selected and found the significantly different compounds related to natural Korla pear flavor. Meanwhile, the loss or reform pathways of Korla pear characteristics flavor were performed by using isotope labeling, adding significant compounds combined with their process and law interpretation of the function structures, and further revealing the loss mechanism of Korla pear flavor during the processing. On the basis, the results of this study will serve as a theoretical basis for the improvements of stability and upgrading the flavor quality of the Korla pear juice.

评估说明

    国家自然科学基金项目“基于PLSR分析的香梨果汁风味品质预测模型的构建及其制备过程中香气丧失机制的研究”发布于爱科学iikx,并永久归类于相关科学基金导航中,仅供广大科研工作者查询、学习、选题参考。国科金是根据国家发展科学技术的方针、政策和规划,以及科学技术发展方向,面向全国资助基础研究和应用研究,发挥着促进我国基础研究源头创新的作用。国科金的真正价值在于它能否为科学进步和社会发展带来积极的影响。

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