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

IF 5.3 2区 农林科学 Q1 ENGINEERING, CHEMICAL
Monika Słupska , Szymon Kuprianiuk , Roman Stopa , Adam Figiel
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引用次数: 0

摘要

苹果组织的力学特性随着成熟而发生显著变化,影响其在处理过程中对瘀伤的易感性。本研究开发并验证了有限元模型(FEM)来模拟“肖邦”苹果在发育、成熟和衰老三个成熟阶段的力学行为。两种建模方法,弹性和弹塑性,使用从单轴压缩和拉伸试验中获得的实验应力-应变数据进行校准。通过将模拟的力-位移曲线和接触压力分布与经验测量结果进行比较,对模型进行了验证。弹性模型与修正后的实验数据非常吻合,拟合值在87% ~ 91%之间,特别是在早期果实中。然而,当应用于包含永久变形的未处理数据时,它们的性能下降,拟合值下降到79 - 83%。相比之下,弹塑性模型在所有成熟阶段都具有更高的准确性,拟合值从91%到96%不等,并有效地再现了产量和局部组织破坏等非线性行为。接触面积预测进一步支持弹塑性模型的增强性能,特别是在捕获加载过程中压力分布的变化方面。这些发现突出了简化弹性假设在模拟生物组织中的局限性,并强调了弹塑性公式在捕获不可逆力学响应方面的优势。尽管计算时间增加了20 - 39%,但预测真实感的提高证明了它们在瘀伤预测、机器人水果处理和采后过程优化方面的应用是正确的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.
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来源期刊
Journal of Food Engineering
Journal of Food Engineering 工程技术-工程:化工
CiteScore
11.80
自引率
5.50%
发文量
275
审稿时长
24 days
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.
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