屠桂芒果粉贮藏过程中水分、生物活性物质及抗氧化活性变化的动力学模型

IF 3.8 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY
Ngoc Duc Vu, Trinh Thi Nhu Hang Nguyen, Thi Hoang Nhi Dang, Binh An Pham
{"title":"屠桂芒果粉贮藏过程中水分、生物活性物质及抗氧化活性变化的动力学模型","authors":"Ngoc Duc Vu,&nbsp;Trinh Thi Nhu Hang Nguyen,&nbsp;Thi Hoang Nhi Dang,&nbsp;Binh An Pham","doi":"10.1002/fsn3.70509","DOIUrl":null,"url":null,"abstract":"<p>Freeze-dried mango powder is prone to quality degradation during storage. Variations in raw material quality and production conditions across batches further complicate long-term quality control. Repeated and lengthy shelf life testing is both time-consuming and costly. Therefore, mathematical models play a crucial role in estimating shelf life, reducing costs, and tailoring storage conditions for each production batch. The objective of this study was to develop and propose mathematical models to quantitatively predict changes in moisture content, bioactive compounds, and antioxidant activity in mango powder over time. Mango powder was stored at four different temperatures (20°C–55°C) corresponding to RH = 33%–55%. Mathematical models were developed based on statistical parameters (<i>R</i><sup>2</sup>, RMSE, <i>χ</i><sup>2</sup>). The results showed that moisture content was dependent on storage temperature, with the most suitable model being Vu (<i>R</i><sup>2</sup> &gt; 0.97) at all four temperatures. Zero-order, first-order, and Weibull models were considered suitable to describe the mechanisms of bioactive components and antioxidant activity with <i>R</i><sup>2</sup> &gt; 0.99. The models predicted the shelf life of the product from 85 to 551 days depending on the storage conditions. Additionally, the equilibrium moisture content of mango powder under the current storage conditions was found to be less than 5%. The study's results provide experimental models and form the basis for improving product quality, predicting shelf life, and establishing automated sample control in production.</p>","PeriodicalId":12418,"journal":{"name":"Food Science & Nutrition","volume":"13 7","pages":""},"PeriodicalIF":3.8000,"publicationDate":"2025-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/fsn3.70509","citationCount":"0","resultStr":"{\"title\":\"Kinetic Models for the Changes in Moisture, Bioactive Compounds, and Antioxidant Activities During the Storage of Tu Quy Mango Powder (Mangifera indica L.)\",\"authors\":\"Ngoc Duc Vu,&nbsp;Trinh Thi Nhu Hang Nguyen,&nbsp;Thi Hoang Nhi Dang,&nbsp;Binh An Pham\",\"doi\":\"10.1002/fsn3.70509\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Freeze-dried mango powder is prone to quality degradation during storage. Variations in raw material quality and production conditions across batches further complicate long-term quality control. Repeated and lengthy shelf life testing is both time-consuming and costly. Therefore, mathematical models play a crucial role in estimating shelf life, reducing costs, and tailoring storage conditions for each production batch. The objective of this study was to develop and propose mathematical models to quantitatively predict changes in moisture content, bioactive compounds, and antioxidant activity in mango powder over time. Mango powder was stored at four different temperatures (20°C–55°C) corresponding to RH = 33%–55%. Mathematical models were developed based on statistical parameters (<i>R</i><sup>2</sup>, RMSE, <i>χ</i><sup>2</sup>). The results showed that moisture content was dependent on storage temperature, with the most suitable model being Vu (<i>R</i><sup>2</sup> &gt; 0.97) at all four temperatures. Zero-order, first-order, and Weibull models were considered suitable to describe the mechanisms of bioactive components and antioxidant activity with <i>R</i><sup>2</sup> &gt; 0.99. The models predicted the shelf life of the product from 85 to 551 days depending on the storage conditions. Additionally, the equilibrium moisture content of mango powder under the current storage conditions was found to be less than 5%. The study's results provide experimental models and form the basis for improving product quality, predicting shelf life, and establishing automated sample control in production.</p>\",\"PeriodicalId\":12418,\"journal\":{\"name\":\"Food Science & Nutrition\",\"volume\":\"13 7\",\"pages\":\"\"},\"PeriodicalIF\":3.8000,\"publicationDate\":\"2025-06-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/fsn3.70509\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Food Science & Nutrition\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/fsn3.70509\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"FOOD SCIENCE & TECHNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Food Science & Nutrition","FirstCategoryId":"97","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/fsn3.70509","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"FOOD SCIENCE & TECHNOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

冻干芒果粉在贮存过程中容易变质。不同批次的原材料质量和生产条件的变化进一步使长期质量控制复杂化。重复和冗长的保质期测试既耗时又昂贵。因此,数学模型在估计货架寿命、降低成本和为每个生产批次定制存储条件方面起着至关重要的作用。本研究的目的是建立并提出数学模型,定量预测芒果粉中水分含量、生物活性化合物和抗氧化活性随时间的变化。芒果粉在相对湿度为33%-55%的4种不同温度(20°C - 55°C)下保存。根据统计参数建立数学模型(R2, RMSE, χ2)。结果表明,水分含量与贮藏温度有关,4种温度下最适合的模型为Vu (R2 > 0.97)。零阶、一阶和Weibull模型适合描述生物活性成分和抗氧化活性的机制,R2 > 0.99。这些模型预测,根据储存条件的不同,产品的保质期从85天到551天不等。此外,在目前的储存条件下,芒果粉的平衡水分含量小于5%。研究结果提供了实验模型,并为提高产品质量、预测保质期和建立生产中的自动化样品控制奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Kinetic Models for the Changes in Moisture, Bioactive Compounds, and Antioxidant Activities During the Storage of Tu Quy Mango Powder (Mangifera indica L.)

Kinetic Models for the Changes in Moisture, Bioactive Compounds, and Antioxidant Activities During the Storage of Tu Quy Mango Powder (Mangifera indica L.)

Freeze-dried mango powder is prone to quality degradation during storage. Variations in raw material quality and production conditions across batches further complicate long-term quality control. Repeated and lengthy shelf life testing is both time-consuming and costly. Therefore, mathematical models play a crucial role in estimating shelf life, reducing costs, and tailoring storage conditions for each production batch. The objective of this study was to develop and propose mathematical models to quantitatively predict changes in moisture content, bioactive compounds, and antioxidant activity in mango powder over time. Mango powder was stored at four different temperatures (20°C–55°C) corresponding to RH = 33%–55%. Mathematical models were developed based on statistical parameters (R2, RMSE, χ2). The results showed that moisture content was dependent on storage temperature, with the most suitable model being Vu (R2 > 0.97) at all four temperatures. Zero-order, first-order, and Weibull models were considered suitable to describe the mechanisms of bioactive components and antioxidant activity with R2 > 0.99. The models predicted the shelf life of the product from 85 to 551 days depending on the storage conditions. Additionally, the equilibrium moisture content of mango powder under the current storage conditions was found to be less than 5%. The study's results provide experimental models and form the basis for improving product quality, predicting shelf life, and establishing automated sample control in production.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Food Science & Nutrition
Food Science & Nutrition Agricultural and Biological Sciences-Food Science
CiteScore
7.40
自引率
5.10%
发文量
434
审稿时长
24 weeks
期刊介绍: Food Science & Nutrition is the peer-reviewed journal for rapid dissemination of research in all areas of food science and nutrition. The Journal will consider submissions of quality papers describing the results of fundamental and applied research related to all aspects of human food and nutrition, as well as interdisciplinary research that spans these two fields.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信