Development of a cascaded lattice Boltzmann model for two-layer shallow water flows

IF 1.7 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS International Journal for Numerical Methods in Fluids Pub Date : 2024-03-26 DOI:10.1002/fld.5288
Silvia Di Francesco, Sara Venturi, Jessica Padrone, Antonio Agresta
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Abstract

Many environmental phenomena, such as flows in rivers or in coastal region can be characterised by means of the ‘shallow approach’. A multi-layer scheme allows to extend it to density layered shallow water flows (e.g., gravity currents). Although a variety of models allowing numerical investigation of single and multi-layer shallow water flows, based on continuum and particle approaches, have been widely discussed, there are still some computational aspects that need further investigation. Focusing on the Lattice Boltzmann models (LBM), available multi-layer models generally use the standard linear collision operator (CO). In this work we adopt a multi relaxation time (MRT) cascaded collision operator to develop a two-layered liquid Lattice-Boltzmann model (CaLB-2). Specifically, the model solves the shallow water equations, taking into account two separate sets of particle distribution function (PDF), one for each layer, solved separately. Layers are connected through coupling terms, defined as external forces that model the mutual actions between the two layers. The model is validated through comparisons with experimental and numerical results from test cases available in literature. First results are very promising, highlighting a good correspondence between simulation results and literature benchmarks.

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开发双层浅水流动的级联晶格玻尔兹曼模型
摘要 许多环境现象,如河流或沿海地区的水流,都可以用 "浅层方法 "来描述。多层方案可将其扩展到密度层浅水流(如重力流)。虽然基于连续体和粒子方法的单层和多层浅水流数值研究模型已被广泛讨论,但仍有一些计算方面的问题需要进一步研究。以晶格玻尔兹曼模型(LBM)为重点,现有的多层模型通常使用标准线性碰撞算子(CO)。在这项工作中,我们采用了多弛豫时间(MRT)级联碰撞算子来开发双层液体晶格-玻尔兹曼模型(CaLB-2)。具体来说,该模型在求解浅水方程时考虑到了两组独立的粒子分布函数(PDF),每层一个,分别求解。各层之间通过耦合项连接,耦合项被定义为模拟两层之间相互作用的外力。通过与文献中测试案例的实验结果和数值结果进行比较,对该模型进行了验证。最初的结果很有希望,仿真结果与文献基准之间有很好的对应关系。
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来源期刊
International Journal for Numerical Methods in Fluids
International Journal for Numerical Methods in Fluids 物理-计算机:跨学科应用
CiteScore
3.70
自引率
5.60%
发文量
111
审稿时长
8 months
期刊介绍: The International Journal for Numerical Methods in Fluids publishes refereed papers describing significant developments in computational methods that are applicable to scientific and engineering problems in fluid mechanics, fluid dynamics, micro and bio fluidics, and fluid-structure interaction. Numerical methods for solving ancillary equations, such as transport and advection and diffusion, are also relevant. The Editors encourage contributions in the areas of multi-physics, multi-disciplinary and multi-scale problems involving fluid subsystems, verification and validation, uncertainty quantification, and model reduction. Numerical examples that illustrate the described methods or their accuracy are in general expected. Discussions of papers already in print are also considered. However, papers dealing strictly with applications of existing methods or dealing with areas of research that are not deemed to be cutting edge by the Editors will not be considered for review. The journal publishes full-length papers, which should normally be less than 25 journal pages in length. Two-part papers are discouraged unless considered necessary by the Editors.
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