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柔性水稻秸秆平行接触模型的定量评估与优化:一种基于离散元法的确定性筛选和中心复合设计方法

Quantitative assessment and optimization of parallel contact model for flexible paddy straw: a definitive screening and central composite design approach using discrete element method.

作者信息

Patel Abhishek, Singh Krishna Pratap, Roul Ajay Kumar, Nalawade Rohit Dilip, Mahore Aman, Kumar Mohit, Avilala Prasad, Ramulu Chelpuri, Kebede Berhanu, Patra Abhik

机构信息

ICAR- Central Institute of Agricultural Engineering, Bhopal, India.

ICAR Krishi Anusandhan Bhawan II, New Delhi, India.

出版信息

Sci Rep. 2024 Jan 23;14(1):1961. doi: 10.1038/s41598-024-52388-7.

Abstract

To simulate the bending behaviour of paddy straw at varied moisture contents after crop harvesting, we created a flexible paddy straw specimen model based on the Hertz-Mindlin with parallel contact bonding model using the discrete element model (DEM) approach. The research presented in this study aims to investigate a new approach called Definitive Screening Design (DSD) for parameterizing and screening the most significant parameters of the DEM model. This investigation will specifically focus on the three-point bending test as a means of parameterization, and the shear plate test will be used for validation purposes. In addition, the most influential DEM parameters were optimized using another Design of Experiments approach called Central Composite Design. The findings from the DSD indicated that parameters such as bonded disk scale, normal stiffness, and shear stiffness have the highest impact on the bending force, while the coefficient of static friction (Straw-Steel) has the least effect. The three bonding parameters were respectively calibrated with the loading rate (0.42, 0.5, and 0.58 mm s) and a good agreement between actual and simulated shear force at moisture content M-35 ± 3.4%, M-24 ± 2.2% and M-17 ± 2.6%. Modelled stem helps simulate the straw with low error and increases the accuracy of the simulation. The validated model, with an average relative error of 5.43, 7.63, and 8.86 per cent, produced reasonable agreement between measured and simulated shear force value and loading rate.

摘要

为了模拟作物收获后不同含水量下稻草的弯曲行为,我们使用离散元模型(DEM)方法,基于赫兹-明德林平行接触粘结模型创建了一个柔性稻草样本模型。本研究提出的研究旨在探讨一种名为确定性筛选设计(DSD)的新方法,用于对DEM模型的最重要参数进行参数化和筛选。这项研究将特别关注作为参数化手段的三点弯曲试验,并将使用剪切板试验进行验证。此外,使用另一种名为中心复合设计的实验设计方法对最具影响力的DEM参数进行了优化。DSD的结果表明,粘结圆盘尺度、法向刚度和剪切刚度等参数对弯曲力的影响最大,而静摩擦系数(稻草-钢)的影响最小。分别用加载速率(0.42、0.5和0.58毫米/秒)对三个粘结参数进行了校准,在含水量为M-35±3.4%、M-24±2.2%和M-17±2.6%时,实际剪切力和模拟剪切力之间具有良好的一致性。建模的茎有助于以低误差模拟稻草,并提高模拟的准确性。经过验证的模型平均相对误差分别为5.43%、7.63%和8.86%,实测剪切力值与模拟剪切力值和加载速率之间具有合理的一致性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/ad27b3ffc103/41598_2024_52388_Fig1_HTML.jpg

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