论文标题

实时地形动力学的多尺度模型

A multiscale model of terrain dynamics for real-time earthmoving simulation

论文作者

Servin, Martin, Berglund, Tomas, Nystedt, Samuel

论文摘要

探索了用于实时模拟地形动态的多尺度模型。为了表示不同尺度上的动力学,模型将土壤作为连续固体的描述结合在一起,作为不同的颗粒和刚性的多种形式。这些模型彼此动态耦合,并与地球设备耦合。搅拌的土壤由接触颗粒和连续固体的杂种,即移动的设备和静止土壤作为几何边界。活性土壤的每个区域都汇总成不同的物体,具有适当的质量,动量和摩擦粘合性能,从而限制了设备的多体动力学。粒子模型参数已预校准了各种不同土壤的大量机械参数。结果是使用快速的迭代求解器来解决土壤运动的大量操作的计算高效模型,并使用直接求解器为高数值精度提供了逼真的力和动态。进行开挖和推土作业的数值模拟以验证模型并衡量计算性能。参考数据是使用耦合的离散元素和以相对较高分辨率的多体动力学模拟产生的。实时多尺度模型的挖掘电阻和土壤位移与高达10-25%的参考模型一致,并且运行三个以上的数量级以上。

A multiscale model for real-time simulation of terrain dynamics is explored. To represent the dynamics on different scales the model combines the description of soil as a continuous solid, as distinct particles and as rigid multibodies. The models are dynamically coupled to each other and to the earthmoving equipment. Agitated soil is represented by a hybrid of contacting particles and continuum solid, with the moving equipment and resting soil as geometric boundaries. Each zone of active soil is aggregated into distinct bodies, with the proper mass, momentum and frictional-cohesive properties, which constrain the equipment's multibody dynamics. The particle model parameters are pre-calibrated to the bulk mechanical parameters for a wide range of different soils. The result is a computationally efficient model for earthmoving operations that resolve the motion of the soil, using a fast iterative solver, and provide realistic forces and dynamic for the equipment, using a direct solver for high numerical precision. Numerical simulations of excavation and bulldozing operations are performed to validate the model and measure the computational performance. Reference data is produced using coupled discrete element and multibody dynamics simulations at relatively high resolution. The digging resistance and soil displacements with the real-time multiscale model agree with the reference model up to 10-25%, and run more than three orders of magnitude faster.

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