非线性系统
过程(计算)
灵敏度(控制系统)
边值问题
校准
生物系统
材料科学
边界(拓扑)
离散元法
压缩(物理)
机械
计算机科学
数学
工程类
复合材料
物理
数学分析
统计
量子力学
操作系统
电子工程
生物
作者
Pengtao Zhang,Xinjian Sun,Xinjie Zhou,Yuxiang Zhang
标识
DOI:10.1016/j.powtec.2021.10.061
摘要
The discrete element method (DEM) is an important method to study the mechanical properties of rockfill materials, in which model parameters are critical to the accuracy of simulation results. This paper presented a reliable calibration method considering a flexible boundary to calibrate the microscopic parameters in the DEM. Firstly, the sensitivity of microscopic parameters to macroscopic responses was analyzed through the orthogonal test to narrow down the value ranges of microscopic parameters. Secondly, the nonlinear relationship between macroscopic responses and microscopic parameters was obtained using the response surface method (RSM). Thirdly, the optimal solution was derived by applying the mathematical programming method to obtain the specific microscopic parameters. Finally, the calibrated macroscopic parameters were used to study rockfill materials' micro- and macro- mechanical behaviors under different confining pressure conditions. It was showed that DEM can accurately simulate the rockfill compression process, and the parameter calibration method is reliable.
科研通智能强力驱动
Strongly Powered by AbleSci AI