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Parallel index-3 formulation for real-time multibody dynamics simulations

机译:用于实时多体动力学仿真的并行index-3公式

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Computational efficiency of the dynamics of large constrained multibody systems is essential in many areas of computer aided engineering and design. There are many examples of such systems in various disciplines. The involved applications include robots, vehicles, biomechanical systems and other interdisciplinary systems. Moreover, some applications like hardware-in-the-loop or human-in-the-loop devices are developed by applying real-time simulations. Parallel computing is one of the approaches to increase the computational efficiency of multibody simulations. This paper presents a new parallel formulation for real-time multibody dynamics simulations. The proposed method adopts a divide and conquer scheme. Initially, the parallel algorithm is formulated by using classical index-3 Lagrangian approach with trapezoidal rule as a numerical integrator. Subsequently, index-3 augmented Lagrangian formulations with projections are adopted to generalize the algorithm and make it more robust in case of Jacobian matrix rank deficiencies, which may occur in analysing complex systems. The performance results indiciate that real-time computations can be achieved for multibody systems with 128 DOF for three processors used, keeping the constraint errors under control.
机译:在计算机辅助工程和设计的许多领域中,大型约束多体系统动力学的计算效率至关重要。在各个学科中有许多这样的系统的例子。涉及的应用包括机器人,车辆,生物力学系统和其他跨学科系统。此外,通过应用实时仿真来开发一些应用,例如硬件在环或人在环中的设备。并行计算是提高多实体仿真的计算效率的方法之一。本文提出了一种新的并行公式,用于实时多体动力学仿真。所提出的方法采用分而治之的方案。最初,并行算法是通过使用梯形规则的经典index-3拉格朗日方法作为数值积分器来制定的。随后,采用带有投影的索引3增广的拉格朗日公式来推广该算法,并使其在分析复杂系统时可能出现的雅可比矩阵秩不足的情况下更加健壮。性能结果表明,对于使用三个处理器的128自由度的多体系统,可以实现实时计算,并保持约束误差在控制之下。

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