Design of agglomerates using Weibull distribution to simulate crushable particles in the discrete element method

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2023-07-08 DOI:10.28927/sr.2023.004922
Bruna Tedesco, M. C. Cordão Neto, M. Farias, A. Tarantino
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Abstract

This paper focuses on the use of the agglomerate technique to simulate crushable particles in the Discrete Element Method. A novel approach is proposed to design a Weibullian agglomerate by mimicking flaws within the crushable particle. The particle is designed with a constant number of sub-spheres in contrast to the approach widely used in the literature. However, the adhesion bonds between sub-spheres within the particle are selected randomly from a normal distribution. The normal distribution is designed to generate negative adhesion values, which are replaced by zero adhesion to mimic flaws within the particle. It is shown that the particle designed in this fashion exhibits a tensile strength that follows the Weibull probability function. This includes the effect of particle size that is remarkably captured quantitatively. Finally, a simple method is proposed to derive the parameters of the adhesion normal distribution from the Weibull parameters determined experimentally on single particle diametral compression tests.
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离散元法中使用威布尔分布模拟可压碎颗粒的团聚体设计
本文的重点是在离散元法中使用团聚技术来模拟可压碎颗粒。提出了一种通过模拟可压碎颗粒内的缺陷来设计Weiburlian团聚体的新方法。与文献中广泛使用的方法相反,粒子设计有恒定数量的子球体。然而,粒子内的子球体之间的粘附键是从正态分布中随机选择的。正态分布被设计为产生负粘附值,该值被零粘附取代,以模拟颗粒内的缺陷。结果表明,以这种方式设计的颗粒表现出遵循威布尔概率函数的拉伸强度。这包括颗粒大小的影响,颗粒大小被显著地定量捕获。最后,提出了一种简单的方法,从单颗粒径向压缩试验中实验确定的威布尔参数推导出粘附正态分布的参数。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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