• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

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.

DOI:10.1038/s41598-024-52388-7
PMID:38263240
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10805894/
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/bd96abb4700e/41598_2024_52388_Fig10_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/ad27b3ffc103/41598_2024_52388_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/08f0836ec1b8/41598_2024_52388_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/2ba039e7cd6f/41598_2024_52388_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/f16eb2ab3078/41598_2024_52388_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/d4e975a399f2/41598_2024_52388_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/d48a666faa60/41598_2024_52388_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/0ed063b66fbe/41598_2024_52388_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/e9d89ea07763/41598_2024_52388_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/6bbbc048404d/41598_2024_52388_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/bd96abb4700e/41598_2024_52388_Fig10_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/ad27b3ffc103/41598_2024_52388_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/08f0836ec1b8/41598_2024_52388_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/2ba039e7cd6f/41598_2024_52388_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/f16eb2ab3078/41598_2024_52388_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/d4e975a399f2/41598_2024_52388_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/d48a666faa60/41598_2024_52388_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/0ed063b66fbe/41598_2024_52388_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/e9d89ea07763/41598_2024_52388_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/6bbbc048404d/41598_2024_52388_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f598/10805894/bd96abb4700e/41598_2024_52388_Fig10_HTML.jpg

相似文献

1
Quantitative assessment and optimization of parallel contact model for flexible paddy straw: a definitive screening and central composite design approach using discrete element method.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
Sci Rep. 2024 Jan 23;14(1):1961. doi: 10.1038/s41598-024-52388-7.
2
Calibration and Validation of Simulation Parameters for Maize Straw Based on Discrete Element Method and Genetic Algorithm-Backpropagation.基于离散元法和遗传算法-反向传播的玉米秸秆模拟参数的标定与验证。
Sensors (Basel). 2024 Aug 12;24(16):5217. doi: 10.3390/s24165217.
3
Parameter calibration of the discrete element simulation model for soaking paddy loam soil based on the slump test.基于坍落度试验的稻泥土离散元模拟模型参数标定。
PLoS One. 2023 Jun 2;18(6):e0285428. doi: 10.1371/journal.pone.0285428. eCollection 2023.
4
[Discrete element simulation study of mixing process of Guizhi Fuling Capsules: parameter calibration].[桂枝茯苓胶囊混合过程的离散元模拟研究:参数标定]
Zhongguo Zhong Yao Za Zhi. 2023 Aug;48(15):4007-4014. doi: 10.19540/j.cnki.cjcmm.20230711.301.
5
Calibration and test of contact parameters for alfalfa stalk at primary florescence based on discrete element method.基于离散元法的初花期紫花苜蓿茎秆接触参数标定与试验
PLoS One. 2024 Aug 29;19(8):e0303064. doi: 10.1371/journal.pone.0303064. eCollection 2024.
6
Comparison of two different types of railway ballast in compression and direct shear tests: experimental results and DEM model validation.两种不同类型铁路道砟在压缩试验和直剪试验中的比较:试验结果与离散元模型验证
Granul Matter. 2018;20(4):70. doi: 10.1007/s10035-018-0843-9. Epub 2018 Sep 29.
7
Calibration of discrete element parameters for simulating wheat crushing.用于模拟小麦碾压的离散元参数校准
Food Sci Nutr. 2023 Sep 20;11(12):7751-7764. doi: 10.1002/fsn3.3693. eCollection 2023 Dec.
8
Virtual parameter calibration of pod pepper seeds based on discrete element simulation.基于离散元模拟的朝天椒种子虚拟参数标定
Heliyon. 2024 May 21;10(11):e31686. doi: 10.1016/j.heliyon.2024.e31686. eCollection 2024 Jun 15.
9
Determination of melon seed physical parameters and calibration of discrete element simulation parameters.测定瓜子的物理参数并校准离散元模拟参数。
PLoS One. 2024 Jul 15;19(7):e0300516. doi: 10.1371/journal.pone.0300516. eCollection 2024.
10
Parametrisation of a DEM model for railway ballast under different load cases.不同荷载工况下铁路道砟离散单元法(DEM)模型的参数化
Granul Matter. 2017;19(4):64. doi: 10.1007/s10035-017-0740-7. Epub 2017 Aug 2.

引用本文的文献

1
Calibration and establishment for the discrete element simulation parameters of pepper stem during harvest period.辣椒茎秆收获期离散元模拟参数的标定与确定
Sci Rep. 2025 Jul 1;15(1):21143. doi: 10.1038/s41598-025-07931-5.
2
Study on the effect of geometrical and operational parameters on performance dynamics of modified rotary blades using DEM.基于离散单元法的几何和操作参数对改进型旋转叶片性能动态影响的研究
Sci Rep. 2024 Aug 20;14(1):19239. doi: 10.1038/s41598-024-69803-8.

本文引用的文献

1
Bending mechanics test and parameters calibration of ramie stalks.麻秆弯曲力学性能测试及参数标定。
Sci Rep. 2023 May 29;13(1):8666. doi: 10.1038/s41598-023-35469-x.
2
Mechanical behavior and particle crushing of irregular granular material under high pressure using discrete element method.采用离散元法研究高压下不规则颗粒材料的力学行为及颗粒破碎。
Sci Rep. 2023 May 15;13(1):7843. doi: 10.1038/s41598-023-35022-w.
3
Calibrating contact parameters of typical rotary tillage components cutting soil based on different simulation methods.
基于不同模拟方法标定典型旋耕部件切土的接触参数。
Sci Rep. 2023 Apr 8;13(1):5757. doi: 10.1038/s41598-023-32881-1.
4
A residue management machine for chopping paddy residues in combine harvested paddy field.联合收割机收获稻田中用于切碎稻茬的残茬管理机。
Sci Rep. 2023 Mar 28;13(1):5077. doi: 10.1038/s41598-023-32148-9.
5
Prediction of precise subsoiling based on analytical method, discrete element simulation and experimental data from soil bin.基于解析方法、离散元模拟及土槽试验数据的精确深松预测
Sci Rep. 2021 May 26;11(1):11082. doi: 10.1038/s41598-021-90682-w.