Suhr Bettina, Skipper William A, Lewis Roger, Six Klaus
Virtual Vehicle Research GmbH, Inffeldgasse 21/A, 8010 Graz, Austria.
Department of Mechanical Engineering, The University of Sheffield, Mappin Street, Sheffield, S1 3JD UK.
Granul Matter. 2022;24(1):40. doi: 10.1007/s10035-021-01198-z. Epub 2022 Jan 24.
Despite ongoing research, the parametrisation of a DEM model is a challenging task, as it depends strongly on the particle shape representation used, particle-particle contact law and the simulated applications: for railway ballast e.g. lab tests or track conditions. The authors previously modelled railway ballast with a DEM model using a simple particle shape. The DEM model was parametrised, by trial-and-error, to compression and direct shear test results. A good agreement between DEM model and experimental results was achieved only when the Conical Damage Model (CDM) was used as the contact law. Compared to the well-known linear-spring Cundall-Strack law or the Hertz-Mindlin law, this contact law takes into account additional physical effects (e.g. edge breakage) occurring in the experiment. Little is known on the influence of the CDM model parameters on the simulation results or on possible parameter ambiguities. This lack of knowledge hinders a reliable and efficient parametrisation of DEM models using different particle shapes. Both points are addressed in this work in detail by investigating a DEM model for railway ballast using one simple particle shape. Suggestions for a parametrisation strategy of reduced computational effort are formulated and tested using a second particle shape. In future works, the newly presented parametrisation strategy can help to calibrate different DEM models and to study the influence of particle shape.
尽管研究仍在进行,但离散单元法(DEM)模型的参数化是一项具有挑战性的任务,因为它在很大程度上取决于所使用的颗粒形状表示、颗粒间接触定律以及模拟应用:例如对于铁路道砟,取决于实验室测试或轨道条件。作者之前使用简单的颗粒形状通过DEM模型对铁路道砟进行建模。该DEM模型通过反复试验针对压缩和直剪试验结果进行参数化。只有当使用锥形损伤模型(CDM)作为接触定律时,DEM模型与实验结果才能达成良好的一致性。与著名的线性弹簧Cundall-Strack定律或Hertz-Mindlin定律相比,这种接触定律考虑了实验中出现的额外物理效应(例如边缘破损)。关于CDM模型参数对模拟结果的影响或可能存在的参数模糊性,人们了解甚少。这种知识的匮乏阻碍了使用不同颗粒形状的DEM模型进行可靠且高效的参数化。通过研究使用一种简单颗粒形状的铁路道砟DEM模型,本文详细探讨了这两个问题。制定了一种计算量减少的参数化策略建议,并使用第二种颗粒形状进行了测试。在未来的工作中,新提出的参数化策略有助于校准不同的DEM模型并研究颗粒形状的影响。