在剪切颗粒系统中预测滑动的随机方法.
P Bretz1, L Kondic2, M Kramar1
1Department of Mathematics, University of Oklahoma, Norman, Oklahoma 73019, USA.
Physical review. E
|June 17, 2023
概括
颗粒状材料表现出粘滑动力学. 粒子力网络的变化比墙壁运动更早地预测滑动事件,区分微型滑动和较大的滑动.
科学领域:
- 物理 物理学 物理
- 地质物理学 地质物理学
- 材料科学 材料科学 材料科学
背景情况:
- 颗粒状材料表现出复杂的行为,包括间歇性棒滑动力学.
- 了解滑动事件的前体对于预测颗粒系统的故障至关重要.
研究的目的:
- 用离散元素模拟来研究剪切颗粒系统的动态.
- 通过分析系统测量和粒子间力量来识别滑动事件的早期指标.
主要方法:
- 用软摩擦粒子对2D颗粒系统的离散元素模拟.
- 应用随机状态空间模型来检测滑动事件.
- 分析力网变化和墙壁运动量度的分析.
主要成果:
- 滑动事件的幅度跨越四个数量级,具有明显的微滑动和滑动峰值.
- 与墙壁运动测量相比,粒子间力测量可以更早地检测滑动事件.
- 滑动事件始于力网络的局部变化,全球变化影响事件的大小.
结论:
- 在颗粒系统中,通过监测粒子间力量,可以早期检测到滑动事件.
- 全球力网络变化的大小决定了是否发生滑动或微滑动事件.
- 对力网动态的量化测量对于理解颗粒物材料故障至关重要.
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