农业工程中的离散元方法/建模(DEM)综述

IF 2.4 4区 农林科学 Q2 AGRICULTURAL ENGINEERING Journal of Agricultural Engineering Pub Date : 2023-08-04 DOI:10.4081/jae.2023.1534
Q. Guo, Huihuang Xia
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引用次数: 0

摘要

随着高性能计算技术的发展,有关离散元方法/建模(DEM)方法在农业工程中的应用的计算建模的科学出版物在过去几十年中有所增加。农业工程中处理的颗粒物料较多,如粮食、水果、土壤等,利用DEM更好地了解这些颗粒介质,对农业工程中工具和工艺的设计与优化具有重要意义。本文介绍了DEM的理论和背景。比较了文献中讨论的几种改进的接触模型,以准确地预测两个相互作用的粒子之间的接触力。在农业工程实际粒子的DEM模拟中,不规则粒子形状的精确逼近具有重要意义。总结了新的不规则粒子形状近似算法,如重叠多球法、椭球法等。讨论了在DEM中开发和实现的改进数值模型的一些重要工程应用。最后,本综述的最后一部分讨论了DEM的潜在应用和一些建议的进一步工作。
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A review of the Discrete Element Method/Modelling (DEM) in agricultural engineering
With the development of high-performance computing technology, the number of scientific publications regarding computational modelling of applications with the Discrete Element Method/Modelling (DEM) approaches in agricultural engineering has risen in the past decades. Many granular materials, e.g. grains, fruits and soils in agricultural engineering are processed, and thus a better understanding of these granular media with DEM is of great significance in design and optimization of tools and process in agricultural engineering. In this review, the theory and background of DEM have been introduced. Some improved contact models discussed in the literature for accurately predicting the contact force between two interacting particles have been compared. Accurate approximation of irregular particle shapes is of great importance in DEM simulations to model real particles in agricultural engineering. New algorithms to approximate irregular particle shapes, e.g. overlapping multi-sphere approach, ellipsoid, etc. have been summarized. Some remarkable engineering applications of the improved numerical models developed and implemented in DEM are discussed. Finally, potential applications of DEM and some suggested further work are addressed in the last section of this review.
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来源期刊
Journal of Agricultural Engineering
Journal of Agricultural Engineering AGRICULTURAL ENGINEERING-
CiteScore
2.30
自引率
5.60%
发文量
40
审稿时长
10 weeks
期刊介绍: The Journal of Agricultural Engineering (JAE) is the official journal of the Italian Society of Agricultural Engineering supported by University of Bologna, Italy. The subject matter covers a complete and interdisciplinary range of research in engineering for agriculture and biosystems.
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