Diego Fernando García-Ramón, Edgar Norabuena, Alejandrina Sotelo-Méndez, Marlitt Naupay Vega, Liliana Sumarriva, Julio Vidaurre-Ruiz, Beetthssy Z. Hurtado-Soria, Eudes Villanueva, Walter Francisco Salas-Valerio
{"title":"用藜麦粉配制的无麸质面包的保质期预测:使用数学建模和生存分析的包装材料的比较","authors":"Diego Fernando García-Ramón, Edgar Norabuena, Alejandrina Sotelo-Méndez, Marlitt Naupay Vega, Liliana Sumarriva, Julio Vidaurre-Ruiz, Beetthssy Z. Hurtado-Soria, Eudes Villanueva, Walter Francisco Salas-Valerio","doi":"10.1007/s11694-025-03173-1","DOIUrl":null,"url":null,"abstract":"<div><p>Producing gluten-free products represents a challenge in the field of food engineering. Several studies have focused on using flour from Andean grains as an alternative for the production of gluten-free foods. Likewise, determining the shelf life of products is a relevant factor to guarantee product quality. In this aspect, traditional mathematical methods are often biased; however, recently, survival analysis has been proposed as a more accurate alternative to estimate the shelf life of products. This research aimed to model and predict shelf life using reaction kinetics, mathematical modeling by moisture migration, and survival analysis of gluten-free quinoa bread packaged in Oriented Polypropylene (OPP) and Low-Density Polyethylene (LDPE), stored at 25 °C and 80% relative humidity. Shelf life by reaction kinetics was limited mainly by hardness, obtaining a value of 3.15 days for bread in OPP and 1.88 days for LDPE. In the moisture migration prediction, the shelf life was 50.26 days for OPP and 43.53 days for LDPE. Finally, the shelf life determined by survival analysis was 4.47 days for OPP and 3.89 days for LDPE, when 50% of the gluten-free bread consumers rejected the product.</p></div>","PeriodicalId":631,"journal":{"name":"Journal of Food Measurement and Characterization","volume":"19 5","pages":"3214 - 3228"},"PeriodicalIF":2.9000,"publicationDate":"2025-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Shelf life prediction of gluten-free bread formulated with quinoa flour: comparison of packaging materials using mathematical modeling and survival analysis\",\"authors\":\"Diego Fernando García-Ramón, Edgar Norabuena, Alejandrina Sotelo-Méndez, Marlitt Naupay Vega, Liliana Sumarriva, Julio Vidaurre-Ruiz, Beetthssy Z. Hurtado-Soria, Eudes Villanueva, Walter Francisco Salas-Valerio\",\"doi\":\"10.1007/s11694-025-03173-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Producing gluten-free products represents a challenge in the field of food engineering. Several studies have focused on using flour from Andean grains as an alternative for the production of gluten-free foods. Likewise, determining the shelf life of products is a relevant factor to guarantee product quality. In this aspect, traditional mathematical methods are often biased; however, recently, survival analysis has been proposed as a more accurate alternative to estimate the shelf life of products. This research aimed to model and predict shelf life using reaction kinetics, mathematical modeling by moisture migration, and survival analysis of gluten-free quinoa bread packaged in Oriented Polypropylene (OPP) and Low-Density Polyethylene (LDPE), stored at 25 °C and 80% relative humidity. Shelf life by reaction kinetics was limited mainly by hardness, obtaining a value of 3.15 days for bread in OPP and 1.88 days for LDPE. In the moisture migration prediction, the shelf life was 50.26 days for OPP and 43.53 days for LDPE. Finally, the shelf life determined by survival analysis was 4.47 days for OPP and 3.89 days for LDPE, when 50% of the gluten-free bread consumers rejected the product.</p></div>\",\"PeriodicalId\":631,\"journal\":{\"name\":\"Journal of Food Measurement and Characterization\",\"volume\":\"19 5\",\"pages\":\"3214 - 3228\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2025-03-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Food Measurement and Characterization\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s11694-025-03173-1\",\"RegionNum\":3,\"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":"Journal of Food Measurement and Characterization","FirstCategoryId":"97","ListUrlMain":"https://link.springer.com/article/10.1007/s11694-025-03173-1","RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"FOOD SCIENCE & TECHNOLOGY","Score":null,"Total":0}
Shelf life prediction of gluten-free bread formulated with quinoa flour: comparison of packaging materials using mathematical modeling and survival analysis
Producing gluten-free products represents a challenge in the field of food engineering. Several studies have focused on using flour from Andean grains as an alternative for the production of gluten-free foods. Likewise, determining the shelf life of products is a relevant factor to guarantee product quality. In this aspect, traditional mathematical methods are often biased; however, recently, survival analysis has been proposed as a more accurate alternative to estimate the shelf life of products. This research aimed to model and predict shelf life using reaction kinetics, mathematical modeling by moisture migration, and survival analysis of gluten-free quinoa bread packaged in Oriented Polypropylene (OPP) and Low-Density Polyethylene (LDPE), stored at 25 °C and 80% relative humidity. Shelf life by reaction kinetics was limited mainly by hardness, obtaining a value of 3.15 days for bread in OPP and 1.88 days for LDPE. In the moisture migration prediction, the shelf life was 50.26 days for OPP and 43.53 days for LDPE. Finally, the shelf life determined by survival analysis was 4.47 days for OPP and 3.89 days for LDPE, when 50% of the gluten-free bread consumers rejected the product.
期刊介绍:
This interdisciplinary journal publishes new measurement results, characteristic properties, differentiating patterns, measurement methods and procedures for such purposes as food process innovation, product development, quality control, and safety assurance.
The journal encompasses all topics related to food property measurement and characterization, including all types of measured properties of food and food materials, features and patterns, measurement principles and techniques, development and evaluation of technologies, novel uses and applications, and industrial implementation of systems and procedures.