期刊文献+

Quasi-real-time simulation of rotating drum using discrete element method with parallel GPU computing 被引量:17

Quasi-real-time simulation of rotating drum using discrete element method with parallel GPU computing
原文传递
导出
摘要 Real-time simulation of industrial equipment is a huge challenge nowadays. The high performance and fine-grained parallel computing provided by graphics processing units (GPUs) bring us closer to our goals. In this article, an industrial-scale rotating drum is simulated using simplified discrete element method (DEM) without consideration of the tangential components of contact force and particle rotation. A single GPU is used first to simulate a small model system with about 8000 particles in real-time, and the simulation is then scaled up to industrial scale using more than 200 GPUs in a 1 D domain-decomposition parallelization mode. The overall speed is about 1/11 of the real-time. Optimization of the communication part of the parallel GPU codes can speed up the simulation further, indicating that such real-time simulations have not only methodological but also industrial implications in the near future. Real-time simulation of industrial equipment is a huge challenge nowadays. The high performance and fine-grained parallel computing provided by graphics processing units (GPUs) bring us closer to our goals. In this article, an industrial-scale rotating drum is simulated using simplified discrete element method (DEM) without consideration of the tangential components of contact force and particle rotation. A single GPU is used first to simulate a small model system with about 8000 particles in real-time, and the simulation is then scaled up to industrial scale using more than 200 GPUs in a 1 D domain-decomposition parallelization mode. The overall speed is about 1/11 of the real-time. Optimization of the communication part of the parallel GPU codes can speed up the simulation further, indicating that such real-time simulations have not only methodological but also industrial implications in the near future.
出处 《Particuology》 SCIE EI CAS CSCD 2011年第4期446-450,共5页 颗粒学报(英文版)
基金 sponsored by the Ministry of Science and Tech-nology under the grant 2007DFA41320 the Ministry of Financeunder the grant ZDYZ2008-2 National Key Science and Tech-nology Project under the grant 2008ZX05014-003-006HZ the National Natural Science Foundation of China under theGrant 20821092
关键词 Rotating drumReal-time Discrete element method (DEM) Speedup GPU Rotating drumReal-time Discrete element method (DEM) Speedup GPU
  • 相关文献

参考文献1

二级参考文献4

共引文献18

同被引文献74

引证文献17

二级引证文献51

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部