A three-dimensional simulation of a hydrocyclone for the sludge separation in water purifying plants and comparison with experimental data

https://doi.org/10.1016/j.mineng.2003.12.010Get rights and content

Abstract

A three-dimensional simulation was performed to predict the flow field and the separation efficiency for particles in a hydrocyclone to be used for the sludge separation in water purifying plants. The Reynolds averaged Navier–Stokes and Reynolds averaged continuity equations employing renormalization group kε model were solved to calculate the turbulent flow field in a hydrocyclone. The particle trajectories were computed by integrating the force balance equations on particles based on the predicted flow field. The separation efficiency defined as the fraction of particles recovered to underflow was obtained by using the calculated particle trajectories. The separation efficiency of a hydrocyclone for the sludge separation in water purifying plants was measured experimentally as a function of particle size. Simulation results agreed favorably with experimental data.

Introduction

Hydrocyclone is a device which is used for the separation of materials contained in the liquid fed to it. These materials are normally in the form of solid particles, but they may also be the gas bubbles, oil, or others. The suspended particles are separated from the liquid due to the centrifugal force induced inside the hydrocyclone. Unlike centrifuges that use the same separation principle, hydrocyclones have no moving parts and the necessary vortex motion is performed by the liquid itself. Hydrocyclone geometry and operating parameters can be calculated based on the empirical or semi-empirical equations as reviewed by Svarovsky (1984) and Chen et al. (2000). These equations can be used to predict the performance of hydrocyclones and make the proper selections. These equations may often have their limitations due to the specific system on which the correlation development was based.

Therefore, it is important to understand the fluid flow and its effect on particle separation in order to improve the performance of hydrocyclone. With the advance in computational fluid dynamics, many numerical works on the flow patterns inside hydrocyclones emerged (Hsieh and Rajamani, 1991; Monrendon et al., 1992; Dyakowski and Williams, 1993; Dyakowski et al., 1994; Malhotra et al., 1994; Dyakowski and Williams, 1996). Although previous authors assumed that the flow was axisymmetric and the relevant two-dimensional equations were solved, the inlet conditions are clearly not axisymmetric for commercial hydrocyclones. Three-dimensional computational works to simulate the flows in hydrocyclones were reported in recent years (He et al., 1999; Dai et al., 1999; Nowakowski et al., 2000; Petty and Parks, 2001; Statie et al., 2001).

It is the purpose of the present work to study the feasibility of hydrocyclone process for the thickening of sludge in water purifying plants, since the classical process adopted for sludge thickening in water purifying plants may require more space and longer processing time to produce high sludge concentration than hydrocyclone process. In order to attain the purpose, a three-dimensional simulation was performed to predict the flow field and the separation efficiency for particles in a hydrocyclone based on Reynolds averaged Navier–Stokes and Reynolds averaged continuity equations employing renormalization group kε model. To test the validity of the simulation, the calculated separation efficiency of a hydrocyclone as a function of particle size was compared with the experimentally measured data.

Section snippets

Mathematical model

To model a highly turbulent fluid flow in a hydrocyclone, Reynolds averaged continuity and Reynolds averaged Navier–Stokes equations were solved. They can be written in Cartesian component form as followsuixi=0ρuit+ujuixj=−Pxi+xjμuixj+ujxi−ρuiuj+ρgiwhere ui is the fluid velocity component, xi is the Cartesian coordinate component, ρ is the fluid density, t is the time, P is the pressure, μ is the fluid viscosity, and gi is the component of gravitational acceleration vector. The

Experimental

The experiment was conducted in a recirculation system, of which the schematic diagram is shown in Fig. 1. The liquid phase was water. Solid particles were taken out of the sludge from the field site of Seong–Hwan water purifying plant. The sludge was composed of various minerals such as quartz, muscovite, kaolinite, and albite. The average density of the solid particles was 2.1 g/cm3 and the particle size was distributed broadly from sub-micron to 100 μm. The solid concentration of feed was

Results and discussion

The flow field in a hydrocyclone was obtained by using a commercial computational fluid dynamics code FLUENT 6.0, which employs the finite volume method (FLUENT, 1998). The finite volume mesh used for the calculation is shown in Fig. 3. A total of 47,488 cells having 51,152 nodes were used for the mesh. Calculations were performed on Pentium IV 1.6A PC. The computation time required for a converged solution was 1.5 h. The calculated vector plot of the axial and radial components of the velocity

Conclusions

A three-dimensional simulation was performed to study the flow field in a hydrocyclone to be used for the sludge separation in water purifying plants. The particle trajectories were calculated to predict the separation efficiency of the hydrocyclone. In addition, the experiments were carried out to measure the separation efficiency as a function of particle size for the sludge taken from the field site of a water purifying plant. The calculated separation efficiency agreed favorably with the

Acknowledgements

This work was supported by the ministry of construction and transportation of Republic of Korea under the industry-university cooperative research program. One of the authors (C. B. Shin) is grateful to the Korea Science and Engineering Foundation (KOSEF R01-2003-000-10103-0) for financial support.

References (16)

There are more references available in the full text version of this article.

Cited by (39)

  • CFD analysis of cyclone separator used for fine filtration in separation industry

    2021, Case Studies in Thermal Engineering
    Citation Excerpt :

    Some researchers also suggested in their studies that the flow was two-dimensional, and subsequent governing equations were applied. CFD has led to a three-dimensional study of flow, as stated by Ref. [9]. They also found that the collection efficiency was affected by changes in velocity and pressure.

  • CFD modelling of particle classification in mini-hydrocyclones

    2020, Separation and Purification Technology
  • Isolating the impact of rock properties and operational settings on minerals processing performance: A data-driven approach

    2018, Minerals Engineering
    Citation Excerpt :

    While DES is suitable to simulate the interaction of particles in a single mill or another machine, simulating models spanning an entire plant would take infeasibly long. Other model-specific simulation models are proposed in Yang et al. (2004), in which a simulation of a hydrocyclone is validated using sample data, and in SimSAGe (2016), in which SAG mills are simulated using data from liner wear inspections. Such machine-specific simulation models can be used to optimise single machines, however as all steps in resource processing plant might influence each other, simulations should take groups of machines into account (Duarte et al., 1998), and preferably the entire planning, scheduling and control systems (Shobrys and White, 2002; Harjunkoski et al., 2009b).

  • Hydrocyclones

    2015, Progress in Filtration and Separation
  • Estimation of particle size in hydrocyclone underflow streams by use of Multivariate Image Analysis

    2015, Minerals Engineering
    Citation Excerpt :

    Hydrocyclones are widely used in the process industries, for their compact design, ease of operation, low running costs and versatility in applications such as liquid clarification (Puprasert et al., 2004), slurry thickening (Woodfield and Bickert, 2004; Yang et al., 2004), and desliming (Yalamanchili and Miller, 1995).

  • CFD study on separation enhancement of mini-hydrocyclone by particulate arrangement

    2013, Separation and Purification Technology
    Citation Excerpt :

    Grady [28] used RSM to simulate the calculation of classification efficiency with a 10 mm hydrocyclone and obtained satisfactory results. Yang et al. [29] also used the k–ε model improved by Reynolds to conduct a simulation with hydrocyclone used in water purification. The results obtained also agreed well with experimental research.

View all citing articles on Scopus
View full text