Monika Słupska , Szymon Kuprianiuk , Roman Stopa , Adam Figiel
{"title":"苹果组织力学的有限元建模:成熟期弹性和弹塑性行为的比较研究","authors":"Monika Słupska , Szymon Kuprianiuk , Roman Stopa , Adam Figiel","doi":"10.1016/j.jfoodeng.2025.112696","DOIUrl":null,"url":null,"abstract":"<div><div>The mechanical properties of apple tissues vary significantly with ripening, influencing their susceptibility to bruising during handling. This study developed and validated finite element models (FEM) to simulate the mechanical behavior of ‘Chopin’ apples at three ripening stages: development, ripening, and senescence. Two modeling approaches, elastic and elastoplastic, were calibrated using experimental stress–strain data obtained from uniaxial compression and tensile tests. Model validation was performed by comparing simulated force–displacement curves and contact pressure distributions with empirical measurements.</div><div>Elastic models showed strong agreement with modified experimental data, achieving fit values between 87 % and 91 %, particularly in early-stage fruit. However, their performance declined when applied to unprocessed data that included permanent deformation, with fit values decreasing to 79–83 %. In contrast, elastoplastic models delivered superior accuracy across all ripening stages, with fit values ranging from 91 % to 96 %, and effectively reproduced nonlinear behaviors such as yield and localized tissue failure. Contact area predictions further supported the enhanced performance of elastoplastic models, particularly in capturing shifts in pressure distribution during loading.</div><div>These findings highlight the limitations of simplified elastic assumptions in modeling biological tissues and underscore the advantages of elastoplastic formulations in capturing irreversible mechanical responses. Although computational time increased by 20–39 %, the improvement in predictive realism justifies their application in bruise prediction, robotic fruit handling, and postharvest process optimization.</div></div>","PeriodicalId":359,"journal":{"name":"Journal of Food Engineering","volume":"402 ","pages":"Article 112696"},"PeriodicalIF":5.3000,"publicationDate":"2025-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Finite element modeling of apple tissue mechanics: A comparative study of elastic and elastoplastic behavior across ripening stages\",\"authors\":\"Monika Słupska , Szymon Kuprianiuk , Roman Stopa , Adam Figiel\",\"doi\":\"10.1016/j.jfoodeng.2025.112696\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The mechanical properties of apple tissues vary significantly with ripening, influencing their susceptibility to bruising during handling. This study developed and validated finite element models (FEM) to simulate the mechanical behavior of ‘Chopin’ apples at three ripening stages: development, ripening, and senescence. Two modeling approaches, elastic and elastoplastic, were calibrated using experimental stress–strain data obtained from uniaxial compression and tensile tests. Model validation was performed by comparing simulated force–displacement curves and contact pressure distributions with empirical measurements.</div><div>Elastic models showed strong agreement with modified experimental data, achieving fit values between 87 % and 91 %, particularly in early-stage fruit. However, their performance declined when applied to unprocessed data that included permanent deformation, with fit values decreasing to 79–83 %. In contrast, elastoplastic models delivered superior accuracy across all ripening stages, with fit values ranging from 91 % to 96 %, and effectively reproduced nonlinear behaviors such as yield and localized tissue failure. Contact area predictions further supported the enhanced performance of elastoplastic models, particularly in capturing shifts in pressure distribution during loading.</div><div>These findings highlight the limitations of simplified elastic assumptions in modeling biological tissues and underscore the advantages of elastoplastic formulations in capturing irreversible mechanical responses. Although computational time increased by 20–39 %, the improvement in predictive realism justifies their application in bruise prediction, robotic fruit handling, and postharvest process optimization.</div></div>\",\"PeriodicalId\":359,\"journal\":{\"name\":\"Journal of Food Engineering\",\"volume\":\"402 \",\"pages\":\"Article 112696\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2025-06-13\",\"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/S0260877425002316\",\"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/S0260877425002316","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}
Finite element modeling of apple tissue mechanics: A comparative study of elastic and elastoplastic behavior across ripening stages
The mechanical properties of apple tissues vary significantly with ripening, influencing their susceptibility to bruising during handling. This study developed and validated finite element models (FEM) to simulate the mechanical behavior of ‘Chopin’ apples at three ripening stages: development, ripening, and senescence. Two modeling approaches, elastic and elastoplastic, were calibrated using experimental stress–strain data obtained from uniaxial compression and tensile tests. Model validation was performed by comparing simulated force–displacement curves and contact pressure distributions with empirical measurements.
Elastic models showed strong agreement with modified experimental data, achieving fit values between 87 % and 91 %, particularly in early-stage fruit. However, their performance declined when applied to unprocessed data that included permanent deformation, with fit values decreasing to 79–83 %. In contrast, elastoplastic models delivered superior accuracy across all ripening stages, with fit values ranging from 91 % to 96 %, and effectively reproduced nonlinear behaviors such as yield and localized tissue failure. Contact area predictions further supported the enhanced performance of elastoplastic models, particularly in capturing shifts in pressure distribution during loading.
These findings highlight the limitations of simplified elastic assumptions in modeling biological tissues and underscore the advantages of elastoplastic formulations in capturing irreversible mechanical responses. Although computational time increased by 20–39 %, the improvement in predictive realism justifies their application in bruise prediction, robotic fruit handling, and postharvest process optimization.
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.