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Rover mobility on granular soil: Marrying multi-scale modeling and high fidelity experiments to infer soil stresses under the moving wheel

机译:粒状土壤的流动性:嫁接多尺度建模和高保真实验,以推断移动轮下的土壤应力

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In this work, we show how high resolution imaging coupled with a novel physics-based computational framework can provide a rich description of regolith-structure interactions, using the rover mobility in soft soil as a challenging canonical problem. The images of soil deformation under a rolling wheel were collected at 7 Hz resolution in time and 0.19 mm per pixel in space, with the camera approximately following the wheel motion. The soil under the wheel is a lunar simulant GRC-1. Image correlation (optical flow) was used to infer material velocities, i.e. regolith kinematics, at near-grain scale. From this data, strains can be calculated during postprocessing, but stresses are beyond the reach of experimental measurements. Here we present a method to infer material stresses under the rolling wheel using a multiscale framework with a simple Drucker-Prager material description. From a purely computational standpoint, this mobility problem is extremely challenging involving wheel-regolith contact and interacting localization bands on the material scale, as indicated by the experiments. Capturing these features with the correct constitutive description is at the very cutting edge of computational research today. We bypass some of the aforementioned difficulties by inferring from experimental images a key plastic internal variable, the dilatancy, which is known to control strength and softening in dilative granular materials, and use its evolution directly in multi-scale computations. The method successfully marries experiments and computations in order to quantify material stresses under the wheel, which at present are beyond the reach of either method alone. From a practical standpoint, an understanding of the material stress state is helpful for several reasons, perhaps the chief of which is that stress distributions serve as input into reduced-order mobility models, e.g. Bekker-Wong terramechanics expressions.
机译:在这项工作中,我们展示了与新的基于物理学的计算框架的高分辨率成像有多高分辨率的成像可以利用软土中的罗弗流动性作为挑战性的规范问题,提供了高分子结构相互作用的丰富描述。在空间中以7 Hz分辨率在7 Hz分辨率下收集滚轮下的土壤变形图像,在空间中每像素0.19mm,相机大致跟随车轮运动。车轮下的土壤是月球模拟器GRC-1。图像相关性(光学流动)用于推断材料速度,即近晶刻度的石油金色运动学。根据该数据,可以在后处理期间计算菌株,但应力超出了实验测量的范围。在这里,我们提出了一种方法,可以使用多尺度框架推断滚轮下的材料应力,使用简单的Drucker-Prager材料描述。从纯粹的计算角度来看,这种移动性问题非常具有挑战性,涉及轮子 - 极象的接触和在材料刻度上相互作用,如实验所示。捕获这些功能的正确本构学描述是今天计算研究的最前沿。我们通过从实验图像推断出钥匙塑料内部变量,膨胀性,以稀释的颗粒材料中已知的强化和软化,并在多尺度计算中使用其演化来绕过一些上述困难。该方法成功地结合实验和计算,以定量车轮下的材料应力,其目前超出了单独的任一方法的覆盖范围。从实际的角度来看,由于几个原因,对材料应力状态的理解是有用的,也许是应力分布作为输入到下降阶移动性模型的主要负责人。 Bekker-Wong Tella开发学表情。

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