Extending the CFD-DEM coupling algorithm to accurately predict the particle separation in a two-phase air–solid particle flow through an aerofall AG mill

IF 2.3 3区 工程技术 Q2 MECHANICS Acta Mechanica Pub Date : 2024-08-19 DOI:10.1007/s00707-024-04044-4
M. Darbandi, M. S. Noorbakhsh, P. Javadpoor, I. Atighi
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Abstract

One idea to reduce the energy consumption in grinding ore in mineral processing operations is to carefully consider this point during the procedures leading to design of the AG mill system. The CFD simulation methods can greatly help to achieve optimum designs. However, the complex interaction between airflow and solid particle makes serious challenges for the corresponding computational fluid dynamics (CFD) workers. To provide more accurate CFD tools for the researchers/designers, this work benefits from the original capabilities of the CFD and discrete element modeling (DEM) methods and extends a new CFD-DEM coupling algorithm to accurately predict the complex interaction between the two air and solid particles phases. Literature shows that all past CFD-DEM research works have used the CFD-DEM algorithm to simulate the interaction between the slurry/water and the solid particles in two-phase flow simulations such as the wet grinding. Indeed, they neglected the influence of airflow through the AG mill. In contrary, this work uses the CFD method to solve the fluid flow part and the DEM to anticipate the motion and interactions of individual particles with each other and with the corresponding airflow. To validate the results of the CFD and DEM parts, a scaled laboratory AG mill is investigated and the achieved results are compared with experimental data. The comparison shows that the present algorithm accurately predicts the general solid particles’ motion and individual particle trajectory behavior. Eventually, the extended algorithm is used to 1- simulate an actual aerofall AG mill in different working conditions and 2- suggest the suitable working conditions, which can lead to the highest AG mill performances.

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扩展 CFD-DEM 耦合算法,准确预测通过气浮自磨机的气固两相颗粒流中的颗粒分离情况
在选矿作业中,降低磨矿能耗的一个方法是在设计自磨机系统的过程中仔细考虑这一点。CFD 模拟方法可以极大地帮助实现优化设计。然而,气流与固体颗粒之间复杂的相互作用给相应的计算流体动力学(CFD)工作者带来了严峻的挑战。为了给研究人员/设计人员提供更准确的 CFD 工具,本研究利用 CFD 和离散元素建模(DEM)方法的原有功能,扩展了一种新的 CFD-DEM 耦合算法,以准确预测气流和固体颗粒两相之间的复杂相互作用。文献显示,过去所有的 CFD-DEM 研究工作都使用 CFD-DEM 算法来模拟湿磨等两相流模拟中浆/水与固体颗粒之间的相互作用。事实上,他们忽略了气流通过 AG 磨机的影响。相反,这项工作使用 CFD 方法来解决流体流动部分,并使用 DEM 来预测单个颗粒之间以及与相应气流之间的运动和相互作用。为了验证 CFD 和 DEM 部分的结果,对实验室自磨机进行了研究,并将研究结果与实验数据进行了比较。比较结果表明,本算法能准确预测一般固体颗粒的运动和单个颗粒的轨迹行为。最终,扩展算法被用于 1- 模拟实际气流磨在不同工作条件下的运行情况,以及 2- 建议合适的工作条件,以实现气流磨的最高性能。
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来源期刊
Acta Mechanica
Acta Mechanica 物理-力学
CiteScore
4.30
自引率
14.80%
发文量
292
审稿时长
6.9 months
期刊介绍: Since 1965, the international journal Acta Mechanica has been among the leading journals in the field of theoretical and applied mechanics. In addition to the classical fields such as elasticity, plasticity, vibrations, rigid body dynamics, hydrodynamics, and gasdynamics, it also gives special attention to recently developed areas such as non-Newtonian fluid dynamics, micro/nano mechanics, smart materials and structures, and issues at the interface of mechanics and materials. The journal further publishes papers in such related fields as rheology, thermodynamics, and electromagnetic interactions with fluids and solids. In addition, articles in applied mathematics dealing with significant mechanics problems are also welcome.
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