Exploring the ‘fast is slow’ effect in particle suspension clogging: Liquid driving and random walk models

IF 4.6 2区 工程技术 Q2 ENGINEERING, CHEMICAL Powder Technology Pub Date : 2025-03-31 Epub Date: 2025-01-29 DOI:10.1016/j.powtec.2025.120690
Zemin Qiu, Qinghua Xiao
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Abstract

This study investigates the impact of driving mode on the clogging behavior of fluid-driven particles using the LB-IB-DEM method. By simulating the clogging process, we employ a power-law distribution to characterize the blockage and unblocking probabilities of particle flow. Our findings reveal that within a Reynolds number range of 5–150, the probability of particle flow blockage increases with driving force, demonstrating a “fast is slow” effect. This phenomenon is explained through a modified random walk model, highlighting the roles of geometry, chain formation probability, and chain structure evolution probability. Notably, the probability of chain structure generation rises with driving force, underpinning the “fast is slow” effect. Additionally, under flow rate control, the unblocking probability shows weak correlation with driving force, whereas under pressure control, the unblocking probability is negatively correlated with driving force. The ratio of import and export flow changes indicates that accumulation speed is crucial in determining the relationship between dredging probability and driving force, with faster accumulation reducing the likelihood of particle arch breakage.

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探索微粒悬浮堵塞中的“快即慢”效应:液体驾驶和随机行走模型
本研究采用LB-IB-DEM方法研究驱动模式对流体驱动颗粒堵塞行为的影响。通过模拟阻塞过程,我们采用幂律分布来表征颗粒流的阻塞和易阻塞概率。我们的研究结果表明,在雷诺数5-150范围内,颗粒流堵塞的概率随着驱动力的增加而增加,表现出“快即慢”的效应。这一现象通过一个改进的随机游走模型来解释,突出了几何、链形成概率和链结构演化概率的作用。值得注意的是,链式结构产生的概率随着驱动力的增加而增加,从而支撑了“快即慢”的效应。此外,在流量控制下,疏通概率与驱动力呈弱相关,而在压力控制下,疏通概率与驱动力呈负相关。进出口流量变化比表明,堆积速度是决定疏浚概率与驱动力关系的关键因素,堆积速度越快,颗粒拱破碎的可能性越小。
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来源期刊
Powder Technology
Powder Technology 工程技术-工程:化工
CiteScore
9.90
自引率
15.40%
发文量
1047
审稿时长
46 days
期刊介绍: Powder Technology is an International Journal on the Science and Technology of Wet and Dry Particulate Systems. Powder Technology publishes papers on all aspects of the formation of particles and their characterisation and on the study of systems containing particulate solids. No limitation is imposed on the size of the particles, which may range from nanometre scale, as in pigments or aerosols, to that of mined or quarried materials. The following list of topics is not intended to be comprehensive, but rather to indicate typical subjects which fall within the scope of the journal's interests: Formation and synthesis of particles by precipitation and other methods. Modification of particles by agglomeration, coating, comminution and attrition. Characterisation of the size, shape, surface area, pore structure and strength of particles and agglomerates (including the origins and effects of inter particle forces). Packing, failure, flow and permeability of assemblies of particles. Particle-particle interactions and suspension rheology. Handling and processing operations such as slurry flow, fluidization, pneumatic conveying. Interactions between particles and their environment, including delivery of particulate products to the body. Applications of particle technology in production of pharmaceuticals, chemicals, foods, pigments, structural, and functional materials and in environmental and energy related matters. For materials-oriented contributions we are looking for articles revealing the effect of particle/powder characteristics (size, morphology and composition, in that order) on material performance or functionality and, ideally, comparison to any industrial standard.
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