在DEM模拟中固有的不确定性是相互锁定粒子的模拟
Lukas Maier1, Michael Mitterlindner1, Hadie Benabchiasli1
1Institute of Process and Particle Engineering, Graz University of Technology, Inffeldgasse 13/III, 8010, Graz, Austria.
Scientific reports
|March 4, 2025
概括
在离散元件方法 (DEM) 模拟中,四足体形状有效地模拟互锁材料. 四足体的大小和非凸度与模拟不确定性相关,指导工业应用的最佳参数选择.
科学领域:
- 计算物理学的计算物理.
- 材料科学是一种材料科学.
- 化学工程是化学工程的组成部分.
背景情况:
- 不同质混合物的工业处理带来了测量挑战.
- 离散元件方法 (DEM) 模拟通常使用球形粒子,限制了应用.
- 对于像回收聚合物和电池这样的材料,需要非凸的粒子形状.
研究的目的:
- 研究四足动物特性对DEM模拟结果的影响.
- 分析四足动物的形状和大小如何影响互锁行为和模拟不确定性.
- 提供在DEM模拟中选择四足动物参数的准则.
主要方法:
- 使用离散元件方法 (DEM) 的模拟.
- 用非凸四足动物粒子建模颗粒流.
- 对四足动物特性 (形状,大小,非凸度) 与模拟结果的相关性分析.
主要成果:
- 四足动物有效地模拟相互锁定的颗粒状材料.
- 四足动物的形状和大小显著影响相互锁定行为.
- 模拟不确定性与四足动物的大小和非凸度参数 (ξ/D) 有正相关.
结论:
- 四足体的形状和尺寸对于准确的DEM模拟互锁材料至关重要.
- 可以调整四足脚的参数来控制和预测模拟不确定性.
- 根据实验数据,提供了选择最佳四足动物参数的指导方针.
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