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光滑粒子流体动力学在流体、固体及生物力学中的方法与应用

On methodology and application of smoothed particle hydrodynamics in fluid, solid and biomechanics.

作者信息

Xu Fei, Wang Jiayi, Yang Yang, Wang Lu, Dai Zhen, Han Ruiqi

机构信息

School of Aeronautics, Northwestern Polytechnical University, Xi'an, 710072 China.

Institute for Computational Mechanics and Its Applications, Northwestern Polytechnical University, Xi'an, 710072 China.

出版信息

Acta Mech Sin. 2023;39(2):722185. doi: 10.1007/s10409-022-22185-x. Epub 2023 Jan 18.

Abstract

Smoothed particle hydrodynamics (SPH), as one of the earliest meshfree methods, has broad prospects in modeling a wide range of problems in engineering and science, including extremely large deformation problems such as explosion and high velocity impact. This paper aims to provide a comprehensive overview on the recent advances of SPH method in the fields of fluid, solid, and biomechanics. First, the theory of SPH is described, and improved algorithms of SPH with high accuracy are summarized, such as the finite particle method (FPM). Techniques used in SPH method for simulating fluid, solid and biomechanics problems are discussed. The -SPH method and Godunov SPH (GSPH) based on the Riemann model are described for handling instability issues in fluid dynamics. Next, the interface contact algorithm for fluid-structure interaction is also discussed. The common algorithms for improving the tensile instability and the framework of total Lagrangian SPH are examined for challenging tasks in solid mechanics. In terms of biomechanics, the governing equations and the coupling forces based on SPH method are exemplified. Then, various typical engineering applications and recent advances are elaborated. The application of fluid mainly depicts the interaction between fluid and rigid body as well as elastomer, while some complicated fluid-structure interaction ocean engineering problems are also presented. In the aspect of solid dynamics, galaxy, geotechnical mechanics, explosion and impact, and additive manufacturing are summarized. Furthermore, the recent advancements of SPH method in biomechanics, such as hemodynamically and gut health, are discussed in general. In addition, to overcome the limitations of computational efficiency and computational scale, the multiscale adaptive resolution, the parallel algorithm and the automated mesh generation are addressed. The development of SPH software in China and abroad is also summarized. Finally, the challenging task of SPH method in the future is summarized. In future research work, the establishment of multi-scale coupled SPH model and deep learning technology in solid and biodynamics will be the focus of expanding the engineering applications of SPH methods.

摘要

光滑粒子流体动力学(SPH)作为最早的无网格方法之一,在对工程和科学领域的广泛问题进行建模方面具有广阔前景,包括爆炸和高速冲击等超大变形问题。本文旨在全面综述SPH方法在流体、固体和生物力学领域的最新进展。首先,描述了SPH的理论,并总结了具有高精度的SPH改进算法,如有限粒子法(FPM)。讨论了SPH方法用于模拟流体、固体和生物力学问题的技术。描述了基于黎曼模型的-SPH方法和Godunov SPH(GSPH),以处理流体动力学中的不稳定性问题。接下来,还讨论了流固耦合的界面接触算法。研究了用于改善拉伸不稳定性的常用算法以及全拉格朗日SPH的框架,以应对固体力学中的挑战性任务。在生物力学方面,举例说明了基于SPH方法的控制方程和耦合力。然后,阐述了各种典型的工程应用和最新进展。流体的应用主要描述了流体与刚体以及弹性体之间的相互作用,同时还介绍了一些复杂的海洋工程流固耦合问题。在固体动力学方面,总结了星系、岩土力学、爆炸与冲击以及增材制造。此外,还概述了SPH方法在生物力学方面的最新进展,如血液动力学和肠道健康。此外,为了克服计算效率和计算规模的限制,还讨论了多尺度自适应分辨率、并行算法和自动网格生成。还总结了国内外SPH软件的发展情况。最后,总结了SPH方法未来面临的挑战性任务。在未来的研究工作中,建立多尺度耦合SPH模型以及固体和生物动力学中的深度学习技术将是扩大SPH方法工程应用的重点。

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