玉米秸秆弯曲屈曲参数化模型的建立与随机验证

IF 2.6 Q1 AGRONOMY
Michael Ottesen, Joseph Carter, Ryan Hall, Nan-Wei Liu, D. Cook
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引用次数: 0

摘要

玉米秸秆倒伏是玉米收获前秸秆的结构故障,是玉米生产者和植物育种家面临的主要问题。为了解决这个问题,准确了解玉米秸秆的几何和材料参数如何影响秸秆强度至关重要。计算模型可能是此类研究中的强大工具,但目前创建计算模型的方法成本高昂、耗时,最重要的是,不能提供玉米秸秆参数的参数化控制。本研究的目的是开发和验证玉米秸秆的参数化三维模型。参数化模型提供了对玉米秸秆几何形状和材料特性的各个方面的独立控制。该模型准确地捕捉了实际玉米秸秆的形状,并可预测玉米秸秆的硬度和强度。该模型使用材料特性的随机抽样进行了验证,以说明数值的不确定性和机械组织特性的影响。结果表明,材料性能对屈曲的影响比弯曲刚度更大。最后,我们证明了该模型可以用于在参数空间内创建无限数量的合成秸秆。该模型将有助于未来实施参数扫描研究、灵敏度分析和优化研究,并可用于创建具有任何所需几何和材料特性组合的玉米秸秆计算模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development and Stochastic Validation of a Parameterized Model of Maize Stalk Flexure and Buckling
Maize stalk lodging is the structural failure of the stalk prior to harvest and is a major problem for maize (corn) producers and plant breeders. To address this problem, it is critical to understand precisely how geometric and material parameters of the maize stalk influence stalk strength. Computational models could be a powerful tool in such investigations, but current methods of creating computational models are costly, time-consuming, and most importantly, do not provide parameterized control of the maize stalk parameters. The purpose of this study was to develop and validate a parameterized three-dimensional model of the maize stalk. The parameterized model provides independent control over all aspects of the maize stalk geometry and material properties. The model accurately captures the shape of actual maize stalks and is predictive of maize stalk stiffness and strength. The model was validated using stochastic sampling of material properties to account for uncertainty in the values and influence of mechanical tissue properties. Results indicated that buckling is influenced by material properties to a greater extent that flexural stiffness. Finally, we demonstrate that this model can be used to create an unlimited number of synthetic stalks from within the parameter space. This model will enable the future implementation of parameter sweep studies, sensitivity analysis and optimization studies, and can be used to create computational models of maize stalks with any desired combination of geometric and material properties.
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来源期刊
in silico Plants
in silico Plants Agricultural and Biological Sciences-Agronomy and Crop Science
CiteScore
4.70
自引率
9.70%
发文量
21
审稿时长
10 weeks
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