Zachary G. Welsh , Vindya Thathsaranee Weligama Thuppahige , M.A. Karim
{"title":"食品干燥的多尺度建模:缩小尺度的方法","authors":"Zachary G. Welsh , Vindya Thathsaranee Weligama Thuppahige , M.A. Karim","doi":"10.1016/j.jfoodeng.2025.112695","DOIUrl":null,"url":null,"abstract":"<div><div>Modeling cellular-level transport phenomena in plant-based food materials during drying remains a complex challenge. Intracellular water (ICW) plays a critical role in drying kinetics but is often overlooked in computational models. Multiscale modeling offers a potential approach to capture the effects of ICW; however, existing models frequently neglect ICW dynamics or predetermine its transport. This work aims to develop a multiscale downscaling model which can actively downscale a materials condition (dependent variables) to investigate the transport of ICW. Two different drying temperatures (47 °C and 64 °C) and the ICW transport at three different points of interest within the domain are investigated. The results were compared to experimental data and a control model. The downscaling model predicts drying at 47 °C very well achieving mean relative errors (MREs) of 3.62 % and 0.66 % for the average moisture content and average temperature respectively. At 64 °C, the model also predicts drying well achieving MREs of 8.38 % and 0.90 % for the average moisture content and average temperature respectively. The ICW at each point of interest was calculated and its trend through the cell wall revealed interesting findings.</div></div>","PeriodicalId":359,"journal":{"name":"Journal of Food Engineering","volume":"402 ","pages":"Article 112695"},"PeriodicalIF":5.3000,"publicationDate":"2025-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multiscale modeling for food drying: A downscaling approach\",\"authors\":\"Zachary G. Welsh , Vindya Thathsaranee Weligama Thuppahige , M.A. Karim\",\"doi\":\"10.1016/j.jfoodeng.2025.112695\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Modeling cellular-level transport phenomena in plant-based food materials during drying remains a complex challenge. Intracellular water (ICW) plays a critical role in drying kinetics but is often overlooked in computational models. Multiscale modeling offers a potential approach to capture the effects of ICW; however, existing models frequently neglect ICW dynamics or predetermine its transport. This work aims to develop a multiscale downscaling model which can actively downscale a materials condition (dependent variables) to investigate the transport of ICW. Two different drying temperatures (47 °C and 64 °C) and the ICW transport at three different points of interest within the domain are investigated. The results were compared to experimental data and a control model. The downscaling model predicts drying at 47 °C very well achieving mean relative errors (MREs) of 3.62 % and 0.66 % for the average moisture content and average temperature respectively. At 64 °C, the model also predicts drying well achieving MREs of 8.38 % and 0.90 % for the average moisture content and average temperature respectively. The ICW at each point of interest was calculated and its trend through the cell wall revealed interesting findings.</div></div>\",\"PeriodicalId\":359,\"journal\":{\"name\":\"Journal of Food Engineering\",\"volume\":\"402 \",\"pages\":\"Article 112695\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2025-06-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Food Engineering\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0260877425002304\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, CHEMICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Food Engineering","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0260877425002304","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, CHEMICAL","Score":null,"Total":0}
Multiscale modeling for food drying: A downscaling approach
Modeling cellular-level transport phenomena in plant-based food materials during drying remains a complex challenge. Intracellular water (ICW) plays a critical role in drying kinetics but is often overlooked in computational models. Multiscale modeling offers a potential approach to capture the effects of ICW; however, existing models frequently neglect ICW dynamics or predetermine its transport. This work aims to develop a multiscale downscaling model which can actively downscale a materials condition (dependent variables) to investigate the transport of ICW. Two different drying temperatures (47 °C and 64 °C) and the ICW transport at three different points of interest within the domain are investigated. The results were compared to experimental data and a control model. The downscaling model predicts drying at 47 °C very well achieving mean relative errors (MREs) of 3.62 % and 0.66 % for the average moisture content and average temperature respectively. At 64 °C, the model also predicts drying well achieving MREs of 8.38 % and 0.90 % for the average moisture content and average temperature respectively. The ICW at each point of interest was calculated and its trend through the cell wall revealed interesting findings.
期刊介绍:
The journal publishes original research and review papers on any subject at the interface between food and engineering, particularly those of relevance to industry, including:
Engineering properties of foods, food physics and physical chemistry; processing, measurement, control, packaging, storage and distribution; engineering aspects of the design and production of novel foods and of food service and catering; design and operation of food processes, plant and equipment; economics of food engineering, including the economics of alternative processes.
Accounts of food engineering achievements are of particular value.