{"title":"模拟粘性粉末松散堆积的粗粒度DEM验证","authors":"Kimiaki Washino , Dorian Faroux , Ei L. Chan , Tomoya Wakamatsu , Takuya Tsuji , Tatsuya Takahashi , Shuji Sasabe","doi":"10.1016/j.apt.2025.104916","DOIUrl":null,"url":null,"abstract":"<div><div>Coarse grain models for Discrete Element Method (DEM) have been attracting significant attention due to their potential to drastically reduce computational costs. However, their applicability in simulating loose packing behaviour of fine and cohesive powders remains unexplored. The purpose of this study is to validate the Scaled-Up Particle (SUP) model, which is a novel coarse grain model proposed in the authors’ previous work, for simulating loose packing behaviour of original cohesive powders. Two distinct particle insertion methods are employed to control the cluster configurations during free fall: random generation of individual particles with initial vertical velocity fluctuations and direct insertion of pre-formed particle clusters. The results show that the final packing structure are strongly influenced by the falling cluster configurations and the SUP model can reproduce a wide range of packing fractions tested in the original cubic particles, from 0.1 for highly cohesive particles to 0.8 for completely cohesionless particles. This highlights the importance of considering collective states of particles to understand bulk powder behaviour.</div></div>","PeriodicalId":7232,"journal":{"name":"Advanced Powder Technology","volume":"36 7","pages":"Article 104916"},"PeriodicalIF":4.2000,"publicationDate":"2025-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Validation of coarse grained DEM for simulating loose packing of cohesive powders\",\"authors\":\"Kimiaki Washino , Dorian Faroux , Ei L. Chan , Tomoya Wakamatsu , Takuya Tsuji , Tatsuya Takahashi , Shuji Sasabe\",\"doi\":\"10.1016/j.apt.2025.104916\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Coarse grain models for Discrete Element Method (DEM) have been attracting significant attention due to their potential to drastically reduce computational costs. However, their applicability in simulating loose packing behaviour of fine and cohesive powders remains unexplored. The purpose of this study is to validate the Scaled-Up Particle (SUP) model, which is a novel coarse grain model proposed in the authors’ previous work, for simulating loose packing behaviour of original cohesive powders. Two distinct particle insertion methods are employed to control the cluster configurations during free fall: random generation of individual particles with initial vertical velocity fluctuations and direct insertion of pre-formed particle clusters. The results show that the final packing structure are strongly influenced by the falling cluster configurations and the SUP model can reproduce a wide range of packing fractions tested in the original cubic particles, from 0.1 for highly cohesive particles to 0.8 for completely cohesionless particles. This highlights the importance of considering collective states of particles to understand bulk powder behaviour.</div></div>\",\"PeriodicalId\":7232,\"journal\":{\"name\":\"Advanced Powder Technology\",\"volume\":\"36 7\",\"pages\":\"Article 104916\"},\"PeriodicalIF\":4.2000,\"publicationDate\":\"2025-05-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Advanced Powder Technology\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0921883125001372\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, CHEMICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advanced Powder Technology","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0921883125001372","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, CHEMICAL","Score":null,"Total":0}
Validation of coarse grained DEM for simulating loose packing of cohesive powders
Coarse grain models for Discrete Element Method (DEM) have been attracting significant attention due to their potential to drastically reduce computational costs. However, their applicability in simulating loose packing behaviour of fine and cohesive powders remains unexplored. The purpose of this study is to validate the Scaled-Up Particle (SUP) model, which is a novel coarse grain model proposed in the authors’ previous work, for simulating loose packing behaviour of original cohesive powders. Two distinct particle insertion methods are employed to control the cluster configurations during free fall: random generation of individual particles with initial vertical velocity fluctuations and direct insertion of pre-formed particle clusters. The results show that the final packing structure are strongly influenced by the falling cluster configurations and the SUP model can reproduce a wide range of packing fractions tested in the original cubic particles, from 0.1 for highly cohesive particles to 0.8 for completely cohesionless particles. This highlights the importance of considering collective states of particles to understand bulk powder behaviour.
期刊介绍:
The aim of Advanced Powder Technology is to meet the demand for an international journal that integrates all aspects of science and technology research on powder and particulate materials. The journal fulfills this purpose by publishing original research papers, rapid communications, reviews, and translated articles by prominent researchers worldwide.
The editorial work of Advanced Powder Technology, which was founded as the International Journal of the Society of Powder Technology, Japan, is now shared by distinguished board members, who operate in a unique framework designed to respond to the increasing global demand for articles on not only powder and particles, but also on various materials produced from them.
Advanced Powder Technology covers various areas, but a discussion of powder and particles is required in articles. Topics include: Production of powder and particulate materials in gases and liquids(nanoparticles, fine ceramics, pharmaceuticals, novel functional materials, etc.); Aerosol and colloidal processing; Powder and particle characterization; Dynamics and phenomena; Calculation and simulation (CFD, DEM, Monte Carlo method, population balance, etc.); Measurement and control of powder processes; Particle modification; Comminution; Powder handling and operations (storage, transport, granulation, separation, fluidization, etc.)