{"title":"基于gpu的多面体颗粒系统仿真DEM框架","authors":"Guang-Yu Liu, Wen-Jie Xu","doi":"10.1007/s10035-023-01321-2","DOIUrl":null,"url":null,"abstract":"<div><p>The contact overlap algorithms and contact models of both polyhedron-polyhedron and polyhedron-boundary contact in discrete element method (DEM) has been proposed. The overlap volume between contacting polyhedrons is explicitly calculated based on geometric dualization theory. The polyhedron-boundary contact is transferred to the contact between polyhedron and triangles. An improved parallelizing by candidate contact pair algorithm is provided to accelerate the accurate contact overlap algorithms. Furthermore, a DEM framework based on graphics processing unit, named as CoSim-DEM, has been developed to realize the high-performance simulation. The algorithms are validated using hopper flow experiments with 3D printed particles, and DEM parameters are calibrated by the experimental tests. Two benchmarks are used as the case extension of the algorithms: one is the interaction between a retaining rigid wall and granular material for quasi-static analysis; the other is the conveying motion of granular material in a screw conveyor for dynamic analysis. Finally, the computational efficiency of the developed algorithms is analyzed. All results indicate that the developed CoSim-DEM can be better used in the simulation of granular materials with polyhedral particles.</p></div>","PeriodicalId":582,"journal":{"name":"Granular Matter","volume":"25 2","pages":""},"PeriodicalIF":2.3000,"publicationDate":"2023-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10035-023-01321-2.pdf","citationCount":"2","resultStr":"{\"title\":\"A GPU-based DEM framework for simulation of polyhedral particulate system\",\"authors\":\"Guang-Yu Liu, Wen-Jie Xu\",\"doi\":\"10.1007/s10035-023-01321-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The contact overlap algorithms and contact models of both polyhedron-polyhedron and polyhedron-boundary contact in discrete element method (DEM) has been proposed. The overlap volume between contacting polyhedrons is explicitly calculated based on geometric dualization theory. The polyhedron-boundary contact is transferred to the contact between polyhedron and triangles. An improved parallelizing by candidate contact pair algorithm is provided to accelerate the accurate contact overlap algorithms. Furthermore, a DEM framework based on graphics processing unit, named as CoSim-DEM, has been developed to realize the high-performance simulation. The algorithms are validated using hopper flow experiments with 3D printed particles, and DEM parameters are calibrated by the experimental tests. Two benchmarks are used as the case extension of the algorithms: one is the interaction between a retaining rigid wall and granular material for quasi-static analysis; the other is the conveying motion of granular material in a screw conveyor for dynamic analysis. Finally, the computational efficiency of the developed algorithms is analyzed. All results indicate that the developed CoSim-DEM can be better used in the simulation of granular materials with polyhedral particles.</p></div>\",\"PeriodicalId\":582,\"journal\":{\"name\":\"Granular Matter\",\"volume\":\"25 2\",\"pages\":\"\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2023-03-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://link.springer.com/content/pdf/10.1007/s10035-023-01321-2.pdf\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Granular Matter\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s10035-023-01321-2\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"MATERIALS SCIENCE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Granular Matter","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s10035-023-01321-2","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
A GPU-based DEM framework for simulation of polyhedral particulate system
The contact overlap algorithms and contact models of both polyhedron-polyhedron and polyhedron-boundary contact in discrete element method (DEM) has been proposed. The overlap volume between contacting polyhedrons is explicitly calculated based on geometric dualization theory. The polyhedron-boundary contact is transferred to the contact between polyhedron and triangles. An improved parallelizing by candidate contact pair algorithm is provided to accelerate the accurate contact overlap algorithms. Furthermore, a DEM framework based on graphics processing unit, named as CoSim-DEM, has been developed to realize the high-performance simulation. The algorithms are validated using hopper flow experiments with 3D printed particles, and DEM parameters are calibrated by the experimental tests. Two benchmarks are used as the case extension of the algorithms: one is the interaction between a retaining rigid wall and granular material for quasi-static analysis; the other is the conveying motion of granular material in a screw conveyor for dynamic analysis. Finally, the computational efficiency of the developed algorithms is analyzed. All results indicate that the developed CoSim-DEM can be better used in the simulation of granular materials with polyhedral particles.
期刊介绍:
Although many phenomena observed in granular materials are still not yet fully understood, important contributions have been made to further our understanding using modern tools from statistical mechanics, micro-mechanics, and computational science.
These modern tools apply to disordered systems, phase transitions, instabilities or intermittent behavior and the performance of discrete particle simulations.
>> Until now, however, many of these results were only to be found scattered throughout the literature. Physicists are often unaware of the theories and results published by engineers or other fields - and vice versa.
The journal Granular Matter thus serves as an interdisciplinary platform of communication among researchers of various disciplines who are involved in the basic research on granular media. It helps to establish a common language and gather articles under one single roof that up to now have been spread over many journals in a variety of fields. Notwithstanding, highly applied or technical work is beyond the scope of this journal.