Time-varying compressive mechanical characteristics and empirical model construction of loquat (Eriobotrya japonica Lindl.) based on FEM-RSM

IF 8.9 1区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Computers and Electronics in Agriculture Pub Date : 2025-02-06 DOI:10.1016/j.compag.2025.110062
Changsu Xu , Puzan Zhang , Rui Song , Han Tang , Yunwu Li
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Abstract

Loquats (Eriobotrya japonica Lindl.) comprise peel, flesh, and kernel and are commonly used in the food, pharmaceutical, and light industrial fields. The compression issue involves multiple stages from harvesting to postharvest, and understanding the mechanical response of loquats during transient compression processes is crucial for controlling mechanical damage. This study analyzed the route of stress transmission and the evolution of characteristics during compression processes. Comprehensive empirical models for mechanical damage and empirical models with constraint conditions were established to adapt to different mechanical research and development conditions. A three-dimensional model of a loquat was constructed using reverse engineering methods, and a finite element model comprising three parts, namely, peel, flesh, and kernel, was established. The accuracy of the model under compression conditions was validated (maximum error of 6.46 %). Compression mechanical characteristics were compared using four contact materials (aluminum alloy, PVC, ceramics, and rubber), four forces (5, 10, 15, and 20 N), and four angles (0°, 20°, 40°, and 60°). During the compression process, stress concentration occurred at the junction between the flesh and kernel of the loquat. Compared with the other three materials, rubber exhibited a lower equivalent compressive stress on the loquat. The equivalent compressive stress on the loquat was the lowest at a compression angle of 20°. An empirical model considering the interaction between force and angle was developed, along with the empirical models under single-constraint conditions. This study provides insights into the mechanical characteristics of fruit compression caused by harvesting methods and offers solutions for the optimization design of harvesting machinery.
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基于FEM-RSM的枇杷时变压缩力学特性及经验模型构建
枇杷(Eriobotrya japonica Lindl.)由果皮、果肉和果仁组成,通常用于食品、制药和轻工业领域。压缩问题涉及从采收到采后的多个阶段,了解枇杷在瞬态压缩过程中的机械响应对于控制机械损伤至关重要。分析了岩石在压缩过程中的应力传递路径和特征演化。建立了综合力学损伤经验模型和带约束条件的经验模型,以适应不同的力学研发条件。采用逆向工程方法建立枇杷三维模型,建立由果皮、果肉、果仁三部分组成的枇杷有限元模型。验证了模型在压缩条件下的精度(最大误差为6.46%)。采用四种接触材料(铝合金、PVC、陶瓷和橡胶)、四种作用力(5、10、15和20 N)和四种角度(0°、20°、40°和60°)比较压缩力学特性。在压缩过程中,应力集中发生在枇杷果肉和果仁交界处。与其他三种材料相比,橡胶对枇杷的等效压应力较低。当压缩角为20°时,枇杷的等效压应力最小。建立了考虑力与角相互作用的经验模型,并建立了单约束条件下的经验模型。研究揭示了采收方式对果实压缩的力学特性,为采收机械的优化设计提供了解决方案。
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来源期刊
Computers and Electronics in Agriculture
Computers and Electronics in Agriculture 工程技术-计算机:跨学科应用
CiteScore
15.30
自引率
14.50%
发文量
800
审稿时长
62 days
期刊介绍: Computers and Electronics in Agriculture provides international coverage of advancements in computer hardware, software, electronic instrumentation, and control systems applied to agricultural challenges. Encompassing agronomy, horticulture, forestry, aquaculture, and animal farming, the journal publishes original papers, reviews, and applications notes. It explores the use of computers and electronics in plant or animal agricultural production, covering topics like agricultural soils, water, pests, controlled environments, and waste. The scope extends to on-farm post-harvest operations and relevant technologies, including artificial intelligence, sensors, machine vision, robotics, networking, and simulation modeling. Its companion journal, Smart Agricultural Technology, continues the focus on smart applications in production agriculture.
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