research article numerical simulation on structure...

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Research Article Numerical Simulation on Structure Optimization of Liquid-Gas Cylindrical Cyclone Separator Peng Chang, 1 Tian Hu, 1 Li Wang, 2 Sen Chang, 2 Tianjing Wang, 1 and Yueshe Wang 1 1 State Key Laboratory of Multiphase Flow in Power Engineering, Xi’an Jiaotong University, Xi’an, China 2 No. 5 Natural Gas Production Plant, PetroChina Changqing Oilfield Company, Inner Mongolia, China Correspondence should be addressed to Yueshe Wang; [email protected] Received 1 July 2016; Revised 16 August 2016; Accepted 22 August 2016 Academic Editor: Evangelos Tsotsas Copyright © 2016 Peng Chang et al. is is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. With the further development of oilfield, liquid-gas separation has become an essential problem. Cylindrical cyclone separators are popular in the industrial process due to the advantage that they are simple, compact, and inexpensive to manufacture. In this paper, a three-dimensional turbulence model including Reynolds stress model was established to describe the mixture flow field in the separator. rough the numerical simulation, the separation efficiency was investigated under different parameter cases such as separator length, gas phase outlet diameter, and inlet shape. It can be indicated from the simulation results that the separation efficiency decreases with the increase of the separator length, and the separation efficiency increases firstly and then decreases with the increase of the gas phase outlet diameter as well as the liquid phase outlet. Furthermore, the rectangular inlet is more suitable than the circular inlet with the separation efficiency changing from 66.45% to 79.04%. In the end, the optimal geometrical structure was presented with separation efficiency of 86.15%. 1. Introduction For the past several decades, conventional gravity based separators, such as settling tanks, have been extensively used in industries. erefore, they are bulky and expensive and show slow separation. Due to these defects, in recent years, the industry has shown keen interest in the development and application of alternatives to the conventional separators. One of such alternatives is the cylindrical cyclone separator (CCS). Unlike the slow settling of particles within a settling tank, a cyclone separator shows fast separation and utilizes less space. It is simply a cylinder installed with a downward inclined tangential inlet and two outlets provided at the top and the bottom, respectively. It operates under the action of centrifugal forces, without any internal moving devices. Fluid mixture enters in the cyclone and makes a swirl motion; because of the centrifugal force, the dense phase of the mixture gains a relative motion in the radial direction and is separated from the mixture. e CCS utilizes the energy obtained from the fluid pressure gradient to create rotational fluid motion instead of using electricity and other types of energy, which leads to relative economy in power usage and flexibility. e CCS has a variety of potential applications, varying from partial separation to complete separation. It is widely used in industrial processes for separation of dust from gas streams or for product recovery. Potential applications include control of gas/liquid ratio of multiphase flow, portable well test metering, and preseparation upstream of slug catch- ers [1]. Nowadays, the CCS plays a key role in multiphase flow metering loop. In this area, gas and liquid phases are separated in the CCS. Each of the separated phases is metered by a single-phase flow meter installed in the outlets of the CCS, respectively. Aſter metering, the gas and liquid phases are recombined downstream of the meters to recover two- phase flow. Despite its simplicity, the disadvantage of this separator is that the pressure drop and mixture pressure of inlet are high compared with traditional settling chambers. In order to improve the separating process, primarily, we should understand the fluid dynamics of this separa- tor, such as vorticity and annular zones of reverse flow. Reydon and Gauvin [2] studied the behavior of confined Hindawi Publishing Corporation International Journal of Chemical Engineering Volume 2016, Article ID 3187631, 9 pages http://dx.doi.org/10.1155/2016/3187631

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Page 1: Research Article Numerical Simulation on Structure ...downloads.hindawi.com/journals/ijce/2016/3187631.pdf · Research Article Numerical Simulation on Structure Optimization of Liquid-Gas

Research ArticleNumerical Simulation on Structure Optimization of Liquid-GasCylindrical Cyclone Separator

Peng Chang1 Tian Hu1 Li Wang2 Sen Chang2 Tianjing Wang1 and Yueshe Wang1

1State Key Laboratory of Multiphase Flow in Power Engineering Xirsquoan Jiaotong University Xirsquoan China2No 5 Natural Gas Production Plant PetroChina Changqing Oilfield Company Inner Mongolia China

Correspondence should be addressed to Yueshe Wang wangysmailxjtueducn

Received 1 July 2016 Revised 16 August 2016 Accepted 22 August 2016

Academic Editor Evangelos Tsotsas

Copyright copy 2016 Peng Chang et al This is an open access article distributed under the Creative Commons Attribution Licensewhich permits unrestricted use distribution and reproduction in any medium provided the original work is properly cited

With the further development of oilfield liquid-gas separation has become an essential problem Cylindrical cyclone separatorsare popular in the industrial process due to the advantage that they are simple compact and inexpensive to manufacture In thispaper a three-dimensional turbulence model including Reynolds stress model was established to describe the mixture flow field inthe separator Through the numerical simulation the separation efficiency was investigated under different parameter cases suchas separator length gas phase outlet diameter and inlet shape It can be indicated from the simulation results that the separationefficiency decreases with the increase of the separator length and the separation efficiency increases firstly and then decreases withthe increase of the gas phase outlet diameter as well as the liquid phase outlet Furthermore the rectangular inlet is more suitablethan the circular inlet with the separation efficiency changing from 6645 to 7904 In the end the optimal geometrical structurewas presented with separation efficiency of 8615

1 Introduction

For the past several decades conventional gravity basedseparators such as settling tanks have been extensively usedin industries Therefore they are bulky and expensive andshow slow separation Due to these defects in recent yearsthe industry has shown keen interest in the developmentand application of alternatives to the conventional separatorsOne of such alternatives is the cylindrical cyclone separator(CCS) Unlike the slow settling of particles within a settlingtank a cyclone separator shows fast separation and utilizesless space It is simply a cylinder installed with a downwardinclined tangential inlet and two outlets provided at the topand the bottom respectively It operates under the actionof centrifugal forces without any internal moving devicesFluidmixture enters in the cyclone andmakes a swirl motionbecause of the centrifugal force the dense phase of themixture gains a relative motion in the radial direction andis separated from the mixture The CCS utilizes the energyobtained from the fluid pressure gradient to create rotationalfluid motion instead of using electricity and other types of

energy which leads to relative economy in power usage andflexibility

The CCS has a variety of potential applications varyingfrom partial separation to complete separation It is widelyused in industrial processes for separation of dust fromgas streams or for product recovery Potential applicationsinclude control of gasliquid ratio ofmultiphase flow portablewell test metering and preseparation upstream of slug catch-ers [1] Nowadays the CCS plays a key role in multiphaseflow metering loop In this area gas and liquid phases areseparated in the CCS Each of the separated phases is meteredby a single-phase flow meter installed in the outlets of theCCS respectively After metering the gas and liquid phasesare recombined downstream of the meters to recover two-phase flow Despite its simplicity the disadvantage of thisseparator is that the pressure drop and mixture pressure ofinlet are high compared with traditional settling chambers

In order to improve the separating process primarilywe should understand the fluid dynamics of this separa-tor such as vorticity and annular zones of reverse flowReydon and Gauvin [2] studied the behavior of confined

Hindawi Publishing CorporationInternational Journal of Chemical EngineeringVolume 2016 Article ID 3187631 9 pageshttpdxdoiorg10115520163187631

2 International Journal of Chemical Engineering

vortex flow in conical cyclones Kouba et al [3] presentedexperimental results for air-water system and the effect ofinlet inclination angle operating pressure and body and inletgeometry on liquid carry-over phenomenon for gas-liquidcylindrical separators Davies and Watson [4] carried out astudy indicating size cost and performance benefits of amodified cyclone over a conventional separator in offshoreapplications Gomez et al [5] proposed a mechanistic modelto predict the hydrodynamic flow behavior in a CCS Fourtypical systems were designed for actual industrial applica-tion including multiphase metering loop with both single-phase and multiphase flow meters preseparation and full-separation configurations Arpandi et al [6] presented newexperimental data and an improved mechanism to predictthe hydrodynamic flow behavior in the CCS including theoperational envelope equilibrium liquid level vortex shapevelocity and holdup distributions Hreiz et al [7] carriedout an experiment to study the effect of inlet nozzle designon the performance of the CCS Theories of confined vortexflow have so far been unable to predict many features of theflowfields observed due to strongly coupled nonlinear partialdifferential equations of mass and momentum conservationinvolved in the fluid dynamics

With the development of powerful digital computersthis problem can be solved by computational fluid dynamics(CFD) It subdivides the solution domain into a large numberof control volumes and converts the partial differentialequations by integration over these control volumes intotheir algebraic equivalents Boysan et al [8] presented oneof the first CFD models of CCS showing that the standard119896-120576 turbulence model cannot be used for simulating flowswith swirl because it may result in excessive turbulenceviscosities and unrealistic tangential velocities Hoekstra et al[9] suggested that Reynolds stress model (RSM) can solve theanisotropic turbulence problem which has been widely usedfor cyclones and the corresponding numerical simulation inrecent studies Wang et al [10] presented a numerical studyof the gas-powder-liquid flow in a hydrocyclone with theReynolds stress model which was verified by the measuredresults In recent years the so-called combined approachof discrete element method (DEM) and CFD (CFD-DEM)has been developed and accounts for both particle-particleand particle-fluid interactions The CFD-DEM approach hasproven to be effective in modeling various particle-fluid flowsystems Chu et al [11] presented a mathematical model todescribe the flow characteristics in dense medium cyclonesby means of combining DEM with CFDThe DEM is used tomodel the motion of discrete particles and the CFD is used tomodel the motion of discrete particles

CFD provides an economical means of understandingthe complex fluid dynamics and how they are affected bychanges in both design and operating conditions VariousCCS have been presented in previous literatures Crowe andPratt [12] developed a two-dimensional (2D)model to predictthe increase of the overall collection efficiency with solidloading ratio Movafaghian et al [13] studied experimentallyand theoretically the hydrodynamic flow behavior in CCSThe parameters of this investigation include three differentinlet geometries four different liquid viscosities three system

pressures and the effect of surfactant Erdal et al [14]presented a 2D model of single-phase and two-phase flow inseveral CCS configurations Results are also compared withexperimental data including tangential velocity profiles andtangential velocity decay showing good agreement In factif the inlet is ignored CCS can be considered as symmetricand CFD models can be simplified to a two-dimensionalcase Although thismethod can greatly reduce computationaltime it cannot be used to assess changes in inlet designor offset vortex finders With the development of computerrecent CFD models mostly use full three-dimensional shapeto explore flow characteristics in CCS

Minier and Simonin [15] used a three-dimensionalmodelwith Eulerian-Lagrangian approach on a three-dimensionalnumerical grid applying a modified 119896-120576 turbulence modelA comparison of the predicted flow field with experimentaldata was not included in this publication Furthermorevariations of the coefficients of restitution in the particle-wallmodel from elastic to completely inelastic bouncing behaviorhave shown only minor influence on the predicted efficiencygrade Derksen [16] presented a prediction of a flow in a high-efficiency cyclone at Re = 280000 with numerical investi-gation He used calculations using a large eddy simulation(LES) based on the Smagorinsky model which agree wellwith experimental data de Souza and Neto [17] have usedsubgrid scale Smagorinsky model to predict the behavior ofa water-fed hydrocyclone The numerical results presentedthe main features of the flow rules and agreed reasonablywell with experimental data The authors suggested that LESrepresents an interesting alternative to classical turbulencemodels when applied to numerical solution of fluid flowswithin hydrocyclones

According to the above literatures a large number ofresearchers were devoted to numerically exploring the flowcharacteristic and design of CCS However up to now fewresearchers present a study including all structure factors ofCCS such as shape of inlet and outlet height and diameterIn this study different efficiency caused by different factors isinvestigated giving a basis of CCS designing

2 Mathematical Model of Liquid-GasCylindrical Cyclone Separator

A classical liquid-gas cylindrical cyclone separator illustratedin Figure 1 is studied for the present computation The gasand liquid mixtures flow through the inclined inlet sectionand then due to the centrifugal force a swirl causing the gasand liquid to separate is formedThe liquid moves toward thewall and downward whilst the gas flows toward the centerand exits from the upper gas phase outlet

For the convenience of computation some assumptionsare proposed as follows (1) the flow state is steady in theseparator (2) the dispersed phase (gas phase) is uniformlydistributed in the continuous fluid (liquid phase) (3) the gasand liquid phases are incompressible and the properties ofthe mixture such as viscosity are constant and (4) the flowin the cyclone separator is regarded as isothermal namelythere is no heat transfer between the phasesThe conservationequations of the flow phases involved can be written in a

International Journal of Chemical Engineering 3

Inlet

Gas phase outlet

Current regulator

Liquid phase outlet

Figure 1 The structure diagram of a classical cylindrical cycloneseparator

generalized form based on the Reynolds-averaging modelThe equations are presented as follows

nabla sdot (120588) = 0nabla sdot (120588) = minusnabla119901 + nabla sdot (120583nabla) minus nabla sdot (12058810158401015840) (1)

in which is the velocity vector 120583 is the viscosity and 12058810158401015840is the Reynolds stress tensor

21 Turbulence Model Numerical methods have been devel-oped to solve (1) At present standard 119896-120576 model RNG 119896-120576model algebraic stress model and Reynolds stress modelare adopted to numerically simulate the turbulence flow ofcyclone separators In the present paper the flow in thecyclone separator is strongly swirling flow which has theanisotropic feature In order to obtain the values of theReynolds stress terms the Reynolds stress model was carriedout for its adaptation with the strongly anisotropic flowThe Reynolds stress model enables depicting the complexturbulence flowThe Reynolds stress equation is presented asfollows

12059712058811990610158401198941199061015840119895120597119905 + 119906119896 12059712058811990610158401198941199061015840119895120597119909119896 = 119875119894119895 + 120601119894119895 + 119863119894119895 minus 120576119894119895 (2)

in which 119875119894119895 is the stress production term which is ignoredin this paper 120601119894119895 is the pressure-strain correlation119863119894119895 is thediffusion term and 120576119894119895 is the dissipation rate of the turbulentkinetic energy They are presented respectively as follows

120601119894119895 = minus1198621120588 120576119896 (11990610158401198941199061015840119895 minus 23119896120575119894119895) minus 1198622 (119901119894119895 minus 23119901120575119894119895) (3)

119863119894119895 = 120597120597119909119896 (12058311990512059011990512059711990610158401198941199061015840119895120597119909119896 ) (4)

120576119894119895 = 23120588120576120575119894119895 (5)

Figure 2The grid distribution diagram of the cylindrical liquid-gasseparator

Otherwise the turbulent kinetic energy 119896 and the dissipationrate 120576 are given respectively by

119863119896119863119905 = 120597120597119909119897 (1198881198961198962120576 120597119896120597119909119897 +

120583120588 120597119896120597119909119897) minus 11990610158401198941199061015840119897 120597119906119894120597119909119897 minus 120576 (6)

119863120576119863119905 = 120597120597119909119897 (1198881205761198962120576 120597120576120597119909119897 +

120583120588 120597120576120597119909119897) minus 1198881205761 12057611989611990610158401198941199061015840119897 120597119906119894120597119909119897minus 1198881205762 1205762119896

(7)

Therefore the Reynolds stress equations are closed and canbe solved

22 Numerical Method and Boundary Condition Equationswere solved numerically through transferring to algebraicequations based on the control volumemethodThepressure-velocity coupling algorithm SIMPLE and the QUICK inter-polation scheme were used in the numerical simulation Forthe consideration of strongly swirling flow in the cycloneseparator the PRESTO scheme was adopted for pressurediscretizationThe prototype design of cyclone separator wasbased on [18] Figure 2 shows the geometric configurationand mesh distribution of the cyclone separator in this paperand all the test cases were simulated using unstructuredtetrahedral grids generated by a robust method

Boundary conditions were set as follows the inlet bound-ary condition was assumed as velocity inlet condition and thevelocities were set forwater andmethane gas separately It wasassumed that the inlet velocity was uniform The boundarycondition for the wall was regarded as no slip Finally thegas phase outlet was regarded as pressure outlet conditionas well as the liquid phase outlet and the pressure was set atatmospheric pressure

23 Turbulence Model Verification To demonstrate the fea-sibility of the numerical simulation a comparative test wascarried out An experiment about the effect of inlet volumeflow on the separation efficiency was performed in [18] In

4 International Journal of Chemical Engineering

195 200 205 210 215 220 225 230 235

Inlet velocity (ms)

05

06

07

08

09

10

Sepa

ratio

n effi

cien

cy

Experimental dataSimulated data

Figure 3The comparison of the simulated data and the experimen-tal data

the experiment the mass flow values were set as 11m3h115m3h 12m3h and 125m3h separately correspondingto 20ms 21ms 22ms and 23ms The geometric modelof the simulation was the same as the separator of theexperiment The inlet is rectangular and the size is 15mm lowast10mm the separator length is 840mm the diameter is100mm the gas phase outlet diameter is 26mm and theliquid phase diameter is 36mm The separation efficiency 120572was defined as the ratio of the gas phase outlet gas contentand the inlet gas content which can be written as follows

120572 = 119898119892119900119898119892119894 (8)

The comparison of the simulation and the experiment isshown in Figure 3 It can be indicated that there is a goodagreement between the experiment data and the simulationdata Therefore the simulation method in this paper isapplicable and flexible

3 Results and Discussion

In this paper the effect of some parameters such as separatorlength the diameter of the liquid phase outlet and the gasphase outlet and inlet velocity on the separation efficiencywas considered The values of the parameters were listed inTable 1

31 The Effect of the Separator Length on the SeparationEfficiency The separator length has essential impact on thegas and liquid separation In this paper three separatorswith different lengths are considered Figure 4 shows the gasvolume fraction distribution under three values of lengthIt can be indicated that with the increase of the lengththe separation performance becomes bad which can alsobe deduced from Figure 5 which presents the gas volume

Table 1 Different parameters values for simulation test

Case number 1 2 3119871 119904 (mm) 440 840 1600119863119892 (mm) 16 26 36119863119897 (mm) 22 36 50Inlet shape Circular Rectangular

fraction on the cross section of the gas phase outlet Thereason for the variation of the separation performancemay beassociated with the tangential velocity and the static pressuredistribution When the length value increases the liquid-gasmixture stays longer in the cyclone separator which causesliquid and gas mix again It can be seen from Figure 6 that thetangential velocity decreases when the length value increasesWhen the length is 1600mm the tangential velocity is almostzero which demonstrates that the liquid and the gas donot separate Generally the separation efficiency is propor-tional to the tangential velocity On the other hand staticpressure difference is another important factor for liquid-gas separation The pressure difference supplies centripetalforce of the circular motion in the cyclone separator Whenthe pressure difference is greater the trend of the liquid-gasseparation ismore obvious Figure 7 shows the distribution ofthe static pressure with different lengths It indicates that thepressure difference varies in contrast to the variation of thelength therefore the separation effect becomes worse withthe increase of the separator length

32 The Effect of the Gas Phase Outlet Diameter on the Sep-aration Efficiency The gas phase outlet diameter is anotherimportant parameter When the liquid and gas separate thegas forms the gas column close to the center of the separatorThe gas phase outlet diameter depends on the size of thegas column The gas volume fraction distribution with threedifferent gas phase outlet diameters is shown in Figure 8 Itcan be indicated that the volume fraction increases at thebeginning and then decreases when the diameter value islarger than a specific value This can be explained as followswhen the gas phase outlet diameter is very small the gascolumn could not flow out completely from the gas phaseoutlet When the diameter is very large larger than the gascolumn the gas column will carry the liquid and flow fromthe gas phase outlet It can be seen fromFigure 9 that althoughthe average tangential velocity is the largest for the case of 119903119892= 13mm the difference of the velocity value is not serious

33 The Effect of the Liquid Phase Outlet Diameter on theSeparation Efficiency The liquid phase outlet diameter is alsoevaluated in this paper Figure 10 shows the gas volumefraction on the cross section of the gas phase outlet with threedifferent liquid phase outlet diameters It can be observedthat the volume fraction increases at the beginning and thendecreases when the diameter value is larger than a specificvalue The tangential velocity listed in Figure 11 will give theexplanation of the phenomenon For the case of 119903119897 = 18mmthe average tangential velocity is the largest which leads tothe best separation effect We can see from Figure 10 that

International Journal of Chemical Engineering 5

638e minus 01606e minus 01574e minus 01542e minus 01511e minus 01479e minus 01447e minus 01415e minus 01383e minus 01351e minus 01319e minus 01287e minus 01255e minus 01223e minus 01191e minus 01160e minus 01128e minus 01957e minus 02638e minus 02319e minus 02000e + 00

(a)

621e minus 01590e minus 01559e minus 01528e minus 01497e minus 01466e minus 01435e minus 01404e minus 01373e minus 01342e minus 01311e minus 01279e minus 01248e minus 01217e minus 01186e minus 01155e minus 01124e minus 01932e minus 02621e minus 02311e minus 02000e + 00

(b)

454e minus 01432e minus 01409e minus 01386e minus 01364e minus 01341e minus 01318e minus 01295e minus 01273e minus 01250e minus 01227e minus 01204e minus 01182e minus 01159e minus 01136e minus 01114e minus 01909e minus 02682e minus 02454e minus 02227e minus 02000e + 00

(c)

Figure 4 The volume fraction of gas with different lengths of the separator (a) 119871 119904 = 440mm (b) 119871 119904 = 840mm (c) 119871 119904 = 1600mm

minus0015 minus0010 minus0005 0000 0005 0010 0015

Radial position (m)

025

030

035

040

045

050

055

060

065

Volu

me f

ract

ion

l = 440mm

l = 840mm

l = 1600mm

Figure 5 The gas volume fraction distribution on the cross section of the gas phase outlet

l = 440mm

l = 840mm

l = 1600mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

minus10

minus5

0

5

10

Tang

entia

l vel

ocity

(ms

)

Figure 6 Tangential velocity distribution on the cross section of the separator middle position

6 International Journal of Chemical Engineering

Table 2 The comparison of separation efficiency with optimized structure

Case number 1 2 3 4Inlet shape and size (mm) Circular (119863 = 20) Circular (119863 = 20) Rectangular (20 lowast 20) Rectangular (20 lowast 20)Lengthdiameter (mmmm) 840100 440100 840100 440100Gas phase outlet diameter (mm) 13 13 13 13Liquid phase outlet diameter (mm) 18 18 18 18Separation efficiency 6645 7639 7904 8615

l = 440mm

l = 840mm

l = 1600mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

times104

00

20

40

60

80

10

Stat

ic p

ress

ure (

Pa)

Figure 7 Static pressure distribution on the cross section of the separator middle position

the gas volume fraction increases when the gas is close tothe separator center which demonstrates the existence ofthe gas column Figure 11 shows that high tangential velocityoccurs in the near-wall region and it decays rapidly towardthe separator center

34 The Effect of the Inlet Shape on the Separation EfficiencyThe inlet shape plays an important role in the optimal designfor the reason that it decides the distribution of the incominggas and liquid and the initial tangential velocity In thispaper two inlet shapes are considered that is rectangularand circular Figure 12 presents the gas volume fractiondistribution on the cross section of the gas phase outlet fortwo-inlet shape The maximum value of the volume fractionfor the rectangular inlet is above 06 but for circular inlet itis about 054 In Figure 13 the maximum tangential velocityfor the rectangular inlet is 8ms but for circular inlet it isabout 7ms As a consequence the separation efficiency isgreater for the rectangular inlet than for the circular inlet Forthe rectangular inlet the incoming flow enters the cycloneseparator in tangential directionmore easily which causes thetangential velocity to be less lost Therefore the rectangularshape is more suitable for cyclone separator

Through the above simulations and analysis it can beindicated that the length of the separator should be shorter

the diameter of the gas phase outlet and the liquid phaseoutlet should be appropriate and the shape of the inlet shouldbe rectangular The optimal design parameters are listed inTable 2 The optimal design parameters are case number 4and the separation efficiency is 8615

4 Conclusion

This study carries out the simulation of the flow and liquid-gas separation in the cylindrical cyclone separatorwith differ-ent geometric structures and sizes The gas volume fractiontangential velocity and static pressure are presented andanalyzed to evaluate the liquid-gas separation The followingconclusions could be drawn from the results obtained in thisinvestigation

(1) For the case of the separator length the separationefficiency decreases with the increase of the separatorlength But the length should be long enough for fullseparation of liquid and gas

(2) The separation efficiency increases firstly and thendecreases with the increase of the gas phase outletdiameter as well as the liquid outlet diameter

International Journal of Chemical Engineering 7

507e minus 01482e minus 01457e minus 01431e minus 01406e minus 01380e minus 01355e minus 01330e minus 01304e minus 01279e minus 01254e minus 01228e minus 01203e minus 01178e minus 01152e minus 01127e minus 01101e minus 01761e minus 02507e minus 02254e minus 02000e + 00

(a)

621e minus 01590e minus 01559e minus 01528e minus 01497e minus 01466e minus 01435e minus 01404e minus 01373e minus 01342e minus 01311e minus 01279e minus 01248e minus 01217e minus 01186e minus 01155e minus 01124e minus 01932e minus 02621e minus 02311e minus 02000e + 00

(b)

538e minus 01511e minus 01484e minus 01457e minus 01430e minus 01403e minus 01376e minus 01350e minus 01323e minus 01296e minus 01269e minus 01242e minus 01215e minus 01188e minus 01161e minus 01134e minus 01108e minus 01807e minus 02538e minus 02269e minus 02000e + 00

(c)

Figure 8 The volume fraction of gas with different gas phase outlet diameters (a) 119903119892 = 8mm (b) 119903119892 = 13mm (c) 119903119892 = 18mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rg = 8mmrg = 13mm

rg = 18mm

minus8

minus6

minus4

minus2

0

2

4

8

6

Tang

entia

l vel

ocity

(ms

)

Figure 9 Tangential velocity distribution on the cross section of the separator middle position

Radial position (m)

030

035

040

045

050

055

060

Volu

me f

ract

ion

minus0015 minus0010 minus0005 0000 0005 0010 0015

rl = 11mm

rl = 18mmrl = 25mm

Figure 10 The gas volume fraction distribution on the cross section of the gas phase outlet

8 International Journal of Chemical Engineering

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rl = 11mm

rl = 18mmrl = 25mm

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 11 Tangential velocity distribution on the cross section ofthe separator middle position

Radial position (m)minus0015 minus0010 minus0005 0000 0005 0010 0015

RectangularCircular

Volu

me f

ract

ion

030

035

040

045

050

055

060

Figure 12The gas volume fraction distribution on the cross sectionof the gas phase outlet for two-inlet shape

(3) For the shape of the inlet the rectangular inlet ismoresuitable than the circular inlet and the separationefficiency changes from 6645 to 7904

(4) The optimal geometric structure for the cycloneseparator is listed as follows for the rectangular inletthe length and diameter ratio is 440100 the gas phaseoutlet diameter is 13mm and the liquid phase outletdiameter is 18mm At the same time the separationefficiency is 8615

Nomenclature

119863 Dynamic viscosity Pasdots119896 Turbulent kinetic energy

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

RectangularCircular

minus10

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 13 Tangential velocity distribution on the cross section ofthe separator middle position for two-inlet shape

119898 Mass flow rate kgs119901 Static pressure Pa Velocity vector ms120583 Dynamic viscosity Pasdots120588 Density kgm3120601 Pressure-strain correlation120576 Dissipation rate of theturbulent kinetic energy120572 Separation efficiency

Competing Interests

The authors declare that they have no competing interests

References

[1] E G Arato andND Barnes ldquoIn-line free vortex separator usedfor gasliquid separation within a novel two-phase pumpingsystemrdquo in Hydrocyclones pp 377ndash396 Springer AmsterdamThe Netherlands 1992

[2] R F Reydon and W H Gauvin ldquoTheoretical and experimentalstudies of confined vortex flowrdquoTheCanadian Journal of Chem-ical Engineering vol 59 no 1 pp 14ndash23 1981

[3] G E Kouba O Shoham and S Shirazi ldquoDesign and perfor-mance of gas-liquid cylindrical cyclone separatorsrdquo in Proceed-ings of the BHR Group 7th International Meeting on MultiphaseFlow pp 307ndash327 Cannes France June 1995

[4] E Davies and P Watson ldquoMiniaturized separators for offshoreplatformsrdquo in Proceedings of the 1st New Technology for Explo-ration amp Exploitation of Oil and Gas Reserves SymposiumLuxembourg pp 75ndash85 April 1979

[5] L E Gomez R S Mohan O Shoham and G E KoubaldquoEnhanced mechanistic model and field-application design ofgasliquid cylindrical cyclone separatorsrdquo SPE Journal vol 5no 2 pp 190ndash198 2000

[6] I Arpandi A R Joshi O Shoham and G E Kouba ldquoHydro-dynamics of two-phase flow in gas-liquid cylindrical cycloneseparatorsrdquo SPE Journal vol 1 no 4 pp 427ndash436 1996

International Journal of Chemical Engineering 9

[7] R Hreiz R Laine J Wu C Lemaitre C Gentric and DFunfschilling ldquoOn the effect of the nozzle design on theperformances of gas-liquid cylindrical cyclone separatorsrdquoInternational Journal ofMultiphase Flow vol 58 pp 15ndash26 2014

[8] F Boysan W H Ayers and J Swithenbank ldquoA fundamentalmathematical modelling approach to cyclone designrdquo Transac-tions of the Institution of Chemical Engineers vol 60 no 4 pp222ndash230 1982

[9] A J Hoekstra J J Derksen and H E A Van Den Akker ldquoAnexperimental and numerical study of turbulent swirling flow ingas cyclonesrdquo Chemical Engineering Science vol 54 no 13-14pp 2055ndash2065 1999

[10] B Wang K W Chu and A B Yu ldquoNumerical study ofparticle-fluid flow in a hydrocyclonerdquo Industrial amp EngineeringChemistry Research vol 46 no 13 pp 4695ndash4705 2007

[11] K W Chu B Wang A B Yu and A Vince ldquoCFD-DEMmod-elling of multiphase flow in dense medium cyclonesrdquo PowderTechnology vol 193 no 3 pp 235ndash247 2009

[12] C T Crowe andD T Pratt ldquoAnalysis of the flow field in cycloneseparatorsrdquo Computers amp Fluids vol 2 no 3-4 pp 249ndash2601974

[13] S Movafaghian J A Jaua-Marturet R S Mohan O Shohamand G E Kouba ldquoThe effects of geometry fluid properties andpressure on the hydrodynamics of gas-liquid cylindrical cycloneseparatorsrdquo International Journal ofMultiphase Flow vol 26 no6 pp 999ndash1018 2000

[14] F M Erdal S A Shirazi O Shoham and G E Kouba ldquoCFDsimulation of single-phase and two-phase flow in gas-liquidcylindrical cyclone separatorsrdquo SPE Journal vol 2 no 4 pp436ndash445 1997

[15] J P Minier and O Simonin ldquoA numerical approach of cycloneseparatorsrdquo in Proceedings of the 2nd European Symposium onSeparation of Particles from Gases pp 121ndash136 NurembergGermany March 1992

[16] J Derksen ldquoLES-based separation performance predictions of astairmand cyclonerdquo in Proceedings of the 10th Workshop onTwo-Phase Flow Predictions Martin-Luther-Universitat HallendashWittenberg pp 217ndash226 Halle Germany 2002

[17] F J de Souza and A S Neto ldquoLarge eddy simulations of ahydrocyclonerdquo in Proceedings of the ASME 2002 Joint US-European Fluids Engineering Division Conference pp 559ndash564American Society of Mechanical Engineers Montreal CanadaJuly 2002

[18] R CaoNumerical simulation and structure optimal of columnargas and liquid separator [MS thesis] Daqing Petroleum Insti-tute 2009

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International Journal of

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VLSI Design

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International Journal of

Page 2: Research Article Numerical Simulation on Structure ...downloads.hindawi.com/journals/ijce/2016/3187631.pdf · Research Article Numerical Simulation on Structure Optimization of Liquid-Gas

2 International Journal of Chemical Engineering

vortex flow in conical cyclones Kouba et al [3] presentedexperimental results for air-water system and the effect ofinlet inclination angle operating pressure and body and inletgeometry on liquid carry-over phenomenon for gas-liquidcylindrical separators Davies and Watson [4] carried out astudy indicating size cost and performance benefits of amodified cyclone over a conventional separator in offshoreapplications Gomez et al [5] proposed a mechanistic modelto predict the hydrodynamic flow behavior in a CCS Fourtypical systems were designed for actual industrial applica-tion including multiphase metering loop with both single-phase and multiphase flow meters preseparation and full-separation configurations Arpandi et al [6] presented newexperimental data and an improved mechanism to predictthe hydrodynamic flow behavior in the CCS including theoperational envelope equilibrium liquid level vortex shapevelocity and holdup distributions Hreiz et al [7] carriedout an experiment to study the effect of inlet nozzle designon the performance of the CCS Theories of confined vortexflow have so far been unable to predict many features of theflowfields observed due to strongly coupled nonlinear partialdifferential equations of mass and momentum conservationinvolved in the fluid dynamics

With the development of powerful digital computersthis problem can be solved by computational fluid dynamics(CFD) It subdivides the solution domain into a large numberof control volumes and converts the partial differentialequations by integration over these control volumes intotheir algebraic equivalents Boysan et al [8] presented oneof the first CFD models of CCS showing that the standard119896-120576 turbulence model cannot be used for simulating flowswith swirl because it may result in excessive turbulenceviscosities and unrealistic tangential velocities Hoekstra et al[9] suggested that Reynolds stress model (RSM) can solve theanisotropic turbulence problem which has been widely usedfor cyclones and the corresponding numerical simulation inrecent studies Wang et al [10] presented a numerical studyof the gas-powder-liquid flow in a hydrocyclone with theReynolds stress model which was verified by the measuredresults In recent years the so-called combined approachof discrete element method (DEM) and CFD (CFD-DEM)has been developed and accounts for both particle-particleand particle-fluid interactions The CFD-DEM approach hasproven to be effective in modeling various particle-fluid flowsystems Chu et al [11] presented a mathematical model todescribe the flow characteristics in dense medium cyclonesby means of combining DEM with CFDThe DEM is used tomodel the motion of discrete particles and the CFD is used tomodel the motion of discrete particles

CFD provides an economical means of understandingthe complex fluid dynamics and how they are affected bychanges in both design and operating conditions VariousCCS have been presented in previous literatures Crowe andPratt [12] developed a two-dimensional (2D)model to predictthe increase of the overall collection efficiency with solidloading ratio Movafaghian et al [13] studied experimentallyand theoretically the hydrodynamic flow behavior in CCSThe parameters of this investigation include three differentinlet geometries four different liquid viscosities three system

pressures and the effect of surfactant Erdal et al [14]presented a 2D model of single-phase and two-phase flow inseveral CCS configurations Results are also compared withexperimental data including tangential velocity profiles andtangential velocity decay showing good agreement In factif the inlet is ignored CCS can be considered as symmetricand CFD models can be simplified to a two-dimensionalcase Although thismethod can greatly reduce computationaltime it cannot be used to assess changes in inlet designor offset vortex finders With the development of computerrecent CFD models mostly use full three-dimensional shapeto explore flow characteristics in CCS

Minier and Simonin [15] used a three-dimensionalmodelwith Eulerian-Lagrangian approach on a three-dimensionalnumerical grid applying a modified 119896-120576 turbulence modelA comparison of the predicted flow field with experimentaldata was not included in this publication Furthermorevariations of the coefficients of restitution in the particle-wallmodel from elastic to completely inelastic bouncing behaviorhave shown only minor influence on the predicted efficiencygrade Derksen [16] presented a prediction of a flow in a high-efficiency cyclone at Re = 280000 with numerical investi-gation He used calculations using a large eddy simulation(LES) based on the Smagorinsky model which agree wellwith experimental data de Souza and Neto [17] have usedsubgrid scale Smagorinsky model to predict the behavior ofa water-fed hydrocyclone The numerical results presentedthe main features of the flow rules and agreed reasonablywell with experimental data The authors suggested that LESrepresents an interesting alternative to classical turbulencemodels when applied to numerical solution of fluid flowswithin hydrocyclones

According to the above literatures a large number ofresearchers were devoted to numerically exploring the flowcharacteristic and design of CCS However up to now fewresearchers present a study including all structure factors ofCCS such as shape of inlet and outlet height and diameterIn this study different efficiency caused by different factors isinvestigated giving a basis of CCS designing

2 Mathematical Model of Liquid-GasCylindrical Cyclone Separator

A classical liquid-gas cylindrical cyclone separator illustratedin Figure 1 is studied for the present computation The gasand liquid mixtures flow through the inclined inlet sectionand then due to the centrifugal force a swirl causing the gasand liquid to separate is formedThe liquid moves toward thewall and downward whilst the gas flows toward the centerand exits from the upper gas phase outlet

For the convenience of computation some assumptionsare proposed as follows (1) the flow state is steady in theseparator (2) the dispersed phase (gas phase) is uniformlydistributed in the continuous fluid (liquid phase) (3) the gasand liquid phases are incompressible and the properties ofthe mixture such as viscosity are constant and (4) the flowin the cyclone separator is regarded as isothermal namelythere is no heat transfer between the phasesThe conservationequations of the flow phases involved can be written in a

International Journal of Chemical Engineering 3

Inlet

Gas phase outlet

Current regulator

Liquid phase outlet

Figure 1 The structure diagram of a classical cylindrical cycloneseparator

generalized form based on the Reynolds-averaging modelThe equations are presented as follows

nabla sdot (120588) = 0nabla sdot (120588) = minusnabla119901 + nabla sdot (120583nabla) minus nabla sdot (12058810158401015840) (1)

in which is the velocity vector 120583 is the viscosity and 12058810158401015840is the Reynolds stress tensor

21 Turbulence Model Numerical methods have been devel-oped to solve (1) At present standard 119896-120576 model RNG 119896-120576model algebraic stress model and Reynolds stress modelare adopted to numerically simulate the turbulence flow ofcyclone separators In the present paper the flow in thecyclone separator is strongly swirling flow which has theanisotropic feature In order to obtain the values of theReynolds stress terms the Reynolds stress model was carriedout for its adaptation with the strongly anisotropic flowThe Reynolds stress model enables depicting the complexturbulence flowThe Reynolds stress equation is presented asfollows

12059712058811990610158401198941199061015840119895120597119905 + 119906119896 12059712058811990610158401198941199061015840119895120597119909119896 = 119875119894119895 + 120601119894119895 + 119863119894119895 minus 120576119894119895 (2)

in which 119875119894119895 is the stress production term which is ignoredin this paper 120601119894119895 is the pressure-strain correlation119863119894119895 is thediffusion term and 120576119894119895 is the dissipation rate of the turbulentkinetic energy They are presented respectively as follows

120601119894119895 = minus1198621120588 120576119896 (11990610158401198941199061015840119895 minus 23119896120575119894119895) minus 1198622 (119901119894119895 minus 23119901120575119894119895) (3)

119863119894119895 = 120597120597119909119896 (12058311990512059011990512059711990610158401198941199061015840119895120597119909119896 ) (4)

120576119894119895 = 23120588120576120575119894119895 (5)

Figure 2The grid distribution diagram of the cylindrical liquid-gasseparator

Otherwise the turbulent kinetic energy 119896 and the dissipationrate 120576 are given respectively by

119863119896119863119905 = 120597120597119909119897 (1198881198961198962120576 120597119896120597119909119897 +

120583120588 120597119896120597119909119897) minus 11990610158401198941199061015840119897 120597119906119894120597119909119897 minus 120576 (6)

119863120576119863119905 = 120597120597119909119897 (1198881205761198962120576 120597120576120597119909119897 +

120583120588 120597120576120597119909119897) minus 1198881205761 12057611989611990610158401198941199061015840119897 120597119906119894120597119909119897minus 1198881205762 1205762119896

(7)

Therefore the Reynolds stress equations are closed and canbe solved

22 Numerical Method and Boundary Condition Equationswere solved numerically through transferring to algebraicequations based on the control volumemethodThepressure-velocity coupling algorithm SIMPLE and the QUICK inter-polation scheme were used in the numerical simulation Forthe consideration of strongly swirling flow in the cycloneseparator the PRESTO scheme was adopted for pressurediscretizationThe prototype design of cyclone separator wasbased on [18] Figure 2 shows the geometric configurationand mesh distribution of the cyclone separator in this paperand all the test cases were simulated using unstructuredtetrahedral grids generated by a robust method

Boundary conditions were set as follows the inlet bound-ary condition was assumed as velocity inlet condition and thevelocities were set forwater andmethane gas separately It wasassumed that the inlet velocity was uniform The boundarycondition for the wall was regarded as no slip Finally thegas phase outlet was regarded as pressure outlet conditionas well as the liquid phase outlet and the pressure was set atatmospheric pressure

23 Turbulence Model Verification To demonstrate the fea-sibility of the numerical simulation a comparative test wascarried out An experiment about the effect of inlet volumeflow on the separation efficiency was performed in [18] In

4 International Journal of Chemical Engineering

195 200 205 210 215 220 225 230 235

Inlet velocity (ms)

05

06

07

08

09

10

Sepa

ratio

n effi

cien

cy

Experimental dataSimulated data

Figure 3The comparison of the simulated data and the experimen-tal data

the experiment the mass flow values were set as 11m3h115m3h 12m3h and 125m3h separately correspondingto 20ms 21ms 22ms and 23ms The geometric modelof the simulation was the same as the separator of theexperiment The inlet is rectangular and the size is 15mm lowast10mm the separator length is 840mm the diameter is100mm the gas phase outlet diameter is 26mm and theliquid phase diameter is 36mm The separation efficiency 120572was defined as the ratio of the gas phase outlet gas contentand the inlet gas content which can be written as follows

120572 = 119898119892119900119898119892119894 (8)

The comparison of the simulation and the experiment isshown in Figure 3 It can be indicated that there is a goodagreement between the experiment data and the simulationdata Therefore the simulation method in this paper isapplicable and flexible

3 Results and Discussion

In this paper the effect of some parameters such as separatorlength the diameter of the liquid phase outlet and the gasphase outlet and inlet velocity on the separation efficiencywas considered The values of the parameters were listed inTable 1

31 The Effect of the Separator Length on the SeparationEfficiency The separator length has essential impact on thegas and liquid separation In this paper three separatorswith different lengths are considered Figure 4 shows the gasvolume fraction distribution under three values of lengthIt can be indicated that with the increase of the lengththe separation performance becomes bad which can alsobe deduced from Figure 5 which presents the gas volume

Table 1 Different parameters values for simulation test

Case number 1 2 3119871 119904 (mm) 440 840 1600119863119892 (mm) 16 26 36119863119897 (mm) 22 36 50Inlet shape Circular Rectangular

fraction on the cross section of the gas phase outlet Thereason for the variation of the separation performancemay beassociated with the tangential velocity and the static pressuredistribution When the length value increases the liquid-gasmixture stays longer in the cyclone separator which causesliquid and gas mix again It can be seen from Figure 6 that thetangential velocity decreases when the length value increasesWhen the length is 1600mm the tangential velocity is almostzero which demonstrates that the liquid and the gas donot separate Generally the separation efficiency is propor-tional to the tangential velocity On the other hand staticpressure difference is another important factor for liquid-gas separation The pressure difference supplies centripetalforce of the circular motion in the cyclone separator Whenthe pressure difference is greater the trend of the liquid-gasseparation ismore obvious Figure 7 shows the distribution ofthe static pressure with different lengths It indicates that thepressure difference varies in contrast to the variation of thelength therefore the separation effect becomes worse withthe increase of the separator length

32 The Effect of the Gas Phase Outlet Diameter on the Sep-aration Efficiency The gas phase outlet diameter is anotherimportant parameter When the liquid and gas separate thegas forms the gas column close to the center of the separatorThe gas phase outlet diameter depends on the size of thegas column The gas volume fraction distribution with threedifferent gas phase outlet diameters is shown in Figure 8 Itcan be indicated that the volume fraction increases at thebeginning and then decreases when the diameter value islarger than a specific value This can be explained as followswhen the gas phase outlet diameter is very small the gascolumn could not flow out completely from the gas phaseoutlet When the diameter is very large larger than the gascolumn the gas column will carry the liquid and flow fromthe gas phase outlet It can be seen fromFigure 9 that althoughthe average tangential velocity is the largest for the case of 119903119892= 13mm the difference of the velocity value is not serious

33 The Effect of the Liquid Phase Outlet Diameter on theSeparation Efficiency The liquid phase outlet diameter is alsoevaluated in this paper Figure 10 shows the gas volumefraction on the cross section of the gas phase outlet with threedifferent liquid phase outlet diameters It can be observedthat the volume fraction increases at the beginning and thendecreases when the diameter value is larger than a specificvalue The tangential velocity listed in Figure 11 will give theexplanation of the phenomenon For the case of 119903119897 = 18mmthe average tangential velocity is the largest which leads tothe best separation effect We can see from Figure 10 that

International Journal of Chemical Engineering 5

638e minus 01606e minus 01574e minus 01542e minus 01511e minus 01479e minus 01447e minus 01415e minus 01383e minus 01351e minus 01319e minus 01287e minus 01255e minus 01223e minus 01191e minus 01160e minus 01128e minus 01957e minus 02638e minus 02319e minus 02000e + 00

(a)

621e minus 01590e minus 01559e minus 01528e minus 01497e minus 01466e minus 01435e minus 01404e minus 01373e minus 01342e minus 01311e minus 01279e minus 01248e minus 01217e minus 01186e minus 01155e minus 01124e minus 01932e minus 02621e minus 02311e minus 02000e + 00

(b)

454e minus 01432e minus 01409e minus 01386e minus 01364e minus 01341e minus 01318e minus 01295e minus 01273e minus 01250e minus 01227e minus 01204e minus 01182e minus 01159e minus 01136e minus 01114e minus 01909e minus 02682e minus 02454e minus 02227e minus 02000e + 00

(c)

Figure 4 The volume fraction of gas with different lengths of the separator (a) 119871 119904 = 440mm (b) 119871 119904 = 840mm (c) 119871 119904 = 1600mm

minus0015 minus0010 minus0005 0000 0005 0010 0015

Radial position (m)

025

030

035

040

045

050

055

060

065

Volu

me f

ract

ion

l = 440mm

l = 840mm

l = 1600mm

Figure 5 The gas volume fraction distribution on the cross section of the gas phase outlet

l = 440mm

l = 840mm

l = 1600mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

minus10

minus5

0

5

10

Tang

entia

l vel

ocity

(ms

)

Figure 6 Tangential velocity distribution on the cross section of the separator middle position

6 International Journal of Chemical Engineering

Table 2 The comparison of separation efficiency with optimized structure

Case number 1 2 3 4Inlet shape and size (mm) Circular (119863 = 20) Circular (119863 = 20) Rectangular (20 lowast 20) Rectangular (20 lowast 20)Lengthdiameter (mmmm) 840100 440100 840100 440100Gas phase outlet diameter (mm) 13 13 13 13Liquid phase outlet diameter (mm) 18 18 18 18Separation efficiency 6645 7639 7904 8615

l = 440mm

l = 840mm

l = 1600mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

times104

00

20

40

60

80

10

Stat

ic p

ress

ure (

Pa)

Figure 7 Static pressure distribution on the cross section of the separator middle position

the gas volume fraction increases when the gas is close tothe separator center which demonstrates the existence ofthe gas column Figure 11 shows that high tangential velocityoccurs in the near-wall region and it decays rapidly towardthe separator center

34 The Effect of the Inlet Shape on the Separation EfficiencyThe inlet shape plays an important role in the optimal designfor the reason that it decides the distribution of the incominggas and liquid and the initial tangential velocity In thispaper two inlet shapes are considered that is rectangularand circular Figure 12 presents the gas volume fractiondistribution on the cross section of the gas phase outlet fortwo-inlet shape The maximum value of the volume fractionfor the rectangular inlet is above 06 but for circular inlet itis about 054 In Figure 13 the maximum tangential velocityfor the rectangular inlet is 8ms but for circular inlet it isabout 7ms As a consequence the separation efficiency isgreater for the rectangular inlet than for the circular inlet Forthe rectangular inlet the incoming flow enters the cycloneseparator in tangential directionmore easily which causes thetangential velocity to be less lost Therefore the rectangularshape is more suitable for cyclone separator

Through the above simulations and analysis it can beindicated that the length of the separator should be shorter

the diameter of the gas phase outlet and the liquid phaseoutlet should be appropriate and the shape of the inlet shouldbe rectangular The optimal design parameters are listed inTable 2 The optimal design parameters are case number 4and the separation efficiency is 8615

4 Conclusion

This study carries out the simulation of the flow and liquid-gas separation in the cylindrical cyclone separatorwith differ-ent geometric structures and sizes The gas volume fractiontangential velocity and static pressure are presented andanalyzed to evaluate the liquid-gas separation The followingconclusions could be drawn from the results obtained in thisinvestigation

(1) For the case of the separator length the separationefficiency decreases with the increase of the separatorlength But the length should be long enough for fullseparation of liquid and gas

(2) The separation efficiency increases firstly and thendecreases with the increase of the gas phase outletdiameter as well as the liquid outlet diameter

International Journal of Chemical Engineering 7

507e minus 01482e minus 01457e minus 01431e minus 01406e minus 01380e minus 01355e minus 01330e minus 01304e minus 01279e minus 01254e minus 01228e minus 01203e minus 01178e minus 01152e minus 01127e minus 01101e minus 01761e minus 02507e minus 02254e minus 02000e + 00

(a)

621e minus 01590e minus 01559e minus 01528e minus 01497e minus 01466e minus 01435e minus 01404e minus 01373e minus 01342e minus 01311e minus 01279e minus 01248e minus 01217e minus 01186e minus 01155e minus 01124e minus 01932e minus 02621e minus 02311e minus 02000e + 00

(b)

538e minus 01511e minus 01484e minus 01457e minus 01430e minus 01403e minus 01376e minus 01350e minus 01323e minus 01296e minus 01269e minus 01242e minus 01215e minus 01188e minus 01161e minus 01134e minus 01108e minus 01807e minus 02538e minus 02269e minus 02000e + 00

(c)

Figure 8 The volume fraction of gas with different gas phase outlet diameters (a) 119903119892 = 8mm (b) 119903119892 = 13mm (c) 119903119892 = 18mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rg = 8mmrg = 13mm

rg = 18mm

minus8

minus6

minus4

minus2

0

2

4

8

6

Tang

entia

l vel

ocity

(ms

)

Figure 9 Tangential velocity distribution on the cross section of the separator middle position

Radial position (m)

030

035

040

045

050

055

060

Volu

me f

ract

ion

minus0015 minus0010 minus0005 0000 0005 0010 0015

rl = 11mm

rl = 18mmrl = 25mm

Figure 10 The gas volume fraction distribution on the cross section of the gas phase outlet

8 International Journal of Chemical Engineering

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rl = 11mm

rl = 18mmrl = 25mm

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 11 Tangential velocity distribution on the cross section ofthe separator middle position

Radial position (m)minus0015 minus0010 minus0005 0000 0005 0010 0015

RectangularCircular

Volu

me f

ract

ion

030

035

040

045

050

055

060

Figure 12The gas volume fraction distribution on the cross sectionof the gas phase outlet for two-inlet shape

(3) For the shape of the inlet the rectangular inlet ismoresuitable than the circular inlet and the separationefficiency changes from 6645 to 7904

(4) The optimal geometric structure for the cycloneseparator is listed as follows for the rectangular inletthe length and diameter ratio is 440100 the gas phaseoutlet diameter is 13mm and the liquid phase outletdiameter is 18mm At the same time the separationefficiency is 8615

Nomenclature

119863 Dynamic viscosity Pasdots119896 Turbulent kinetic energy

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

RectangularCircular

minus10

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 13 Tangential velocity distribution on the cross section ofthe separator middle position for two-inlet shape

119898 Mass flow rate kgs119901 Static pressure Pa Velocity vector ms120583 Dynamic viscosity Pasdots120588 Density kgm3120601 Pressure-strain correlation120576 Dissipation rate of theturbulent kinetic energy120572 Separation efficiency

Competing Interests

The authors declare that they have no competing interests

References

[1] E G Arato andND Barnes ldquoIn-line free vortex separator usedfor gasliquid separation within a novel two-phase pumpingsystemrdquo in Hydrocyclones pp 377ndash396 Springer AmsterdamThe Netherlands 1992

[2] R F Reydon and W H Gauvin ldquoTheoretical and experimentalstudies of confined vortex flowrdquoTheCanadian Journal of Chem-ical Engineering vol 59 no 1 pp 14ndash23 1981

[3] G E Kouba O Shoham and S Shirazi ldquoDesign and perfor-mance of gas-liquid cylindrical cyclone separatorsrdquo in Proceed-ings of the BHR Group 7th International Meeting on MultiphaseFlow pp 307ndash327 Cannes France June 1995

[4] E Davies and P Watson ldquoMiniaturized separators for offshoreplatformsrdquo in Proceedings of the 1st New Technology for Explo-ration amp Exploitation of Oil and Gas Reserves SymposiumLuxembourg pp 75ndash85 April 1979

[5] L E Gomez R S Mohan O Shoham and G E KoubaldquoEnhanced mechanistic model and field-application design ofgasliquid cylindrical cyclone separatorsrdquo SPE Journal vol 5no 2 pp 190ndash198 2000

[6] I Arpandi A R Joshi O Shoham and G E Kouba ldquoHydro-dynamics of two-phase flow in gas-liquid cylindrical cycloneseparatorsrdquo SPE Journal vol 1 no 4 pp 427ndash436 1996

International Journal of Chemical Engineering 9

[7] R Hreiz R Laine J Wu C Lemaitre C Gentric and DFunfschilling ldquoOn the effect of the nozzle design on theperformances of gas-liquid cylindrical cyclone separatorsrdquoInternational Journal ofMultiphase Flow vol 58 pp 15ndash26 2014

[8] F Boysan W H Ayers and J Swithenbank ldquoA fundamentalmathematical modelling approach to cyclone designrdquo Transac-tions of the Institution of Chemical Engineers vol 60 no 4 pp222ndash230 1982

[9] A J Hoekstra J J Derksen and H E A Van Den Akker ldquoAnexperimental and numerical study of turbulent swirling flow ingas cyclonesrdquo Chemical Engineering Science vol 54 no 13-14pp 2055ndash2065 1999

[10] B Wang K W Chu and A B Yu ldquoNumerical study ofparticle-fluid flow in a hydrocyclonerdquo Industrial amp EngineeringChemistry Research vol 46 no 13 pp 4695ndash4705 2007

[11] K W Chu B Wang A B Yu and A Vince ldquoCFD-DEMmod-elling of multiphase flow in dense medium cyclonesrdquo PowderTechnology vol 193 no 3 pp 235ndash247 2009

[12] C T Crowe andD T Pratt ldquoAnalysis of the flow field in cycloneseparatorsrdquo Computers amp Fluids vol 2 no 3-4 pp 249ndash2601974

[13] S Movafaghian J A Jaua-Marturet R S Mohan O Shohamand G E Kouba ldquoThe effects of geometry fluid properties andpressure on the hydrodynamics of gas-liquid cylindrical cycloneseparatorsrdquo International Journal ofMultiphase Flow vol 26 no6 pp 999ndash1018 2000

[14] F M Erdal S A Shirazi O Shoham and G E Kouba ldquoCFDsimulation of single-phase and two-phase flow in gas-liquidcylindrical cyclone separatorsrdquo SPE Journal vol 2 no 4 pp436ndash445 1997

[15] J P Minier and O Simonin ldquoA numerical approach of cycloneseparatorsrdquo in Proceedings of the 2nd European Symposium onSeparation of Particles from Gases pp 121ndash136 NurembergGermany March 1992

[16] J Derksen ldquoLES-based separation performance predictions of astairmand cyclonerdquo in Proceedings of the 10th Workshop onTwo-Phase Flow Predictions Martin-Luther-Universitat HallendashWittenberg pp 217ndash226 Halle Germany 2002

[17] F J de Souza and A S Neto ldquoLarge eddy simulations of ahydrocyclonerdquo in Proceedings of the ASME 2002 Joint US-European Fluids Engineering Division Conference pp 559ndash564American Society of Mechanical Engineers Montreal CanadaJuly 2002

[18] R CaoNumerical simulation and structure optimal of columnargas and liquid separator [MS thesis] Daqing Petroleum Insti-tute 2009

International Journal of

AerospaceEngineeringHindawi Publishing Corporationhttpwwwhindawicom Volume 2014

RoboticsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Active and Passive Electronic Components

Control Scienceand Engineering

Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

International Journal of

RotatingMachinery

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporation httpwwwhindawicom

Journal ofEngineeringVolume 2014

Submit your manuscripts athttpwwwhindawicom

VLSI Design

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

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Acoustics and VibrationAdvances in

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Electrical and Computer Engineering

Journal of

Advances inOptoElectronics

Hindawi Publishing Corporation httpwwwhindawicom

Volume 2014

The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014

SensorsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Modelling amp Simulation in EngineeringHindawi Publishing Corporation httpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Chemical EngineeringInternational Journal of Antennas and

Propagation

International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

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International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

DistributedSensor Networks

International Journal of

Page 3: Research Article Numerical Simulation on Structure ...downloads.hindawi.com/journals/ijce/2016/3187631.pdf · Research Article Numerical Simulation on Structure Optimization of Liquid-Gas

International Journal of Chemical Engineering 3

Inlet

Gas phase outlet

Current regulator

Liquid phase outlet

Figure 1 The structure diagram of a classical cylindrical cycloneseparator

generalized form based on the Reynolds-averaging modelThe equations are presented as follows

nabla sdot (120588) = 0nabla sdot (120588) = minusnabla119901 + nabla sdot (120583nabla) minus nabla sdot (12058810158401015840) (1)

in which is the velocity vector 120583 is the viscosity and 12058810158401015840is the Reynolds stress tensor

21 Turbulence Model Numerical methods have been devel-oped to solve (1) At present standard 119896-120576 model RNG 119896-120576model algebraic stress model and Reynolds stress modelare adopted to numerically simulate the turbulence flow ofcyclone separators In the present paper the flow in thecyclone separator is strongly swirling flow which has theanisotropic feature In order to obtain the values of theReynolds stress terms the Reynolds stress model was carriedout for its adaptation with the strongly anisotropic flowThe Reynolds stress model enables depicting the complexturbulence flowThe Reynolds stress equation is presented asfollows

12059712058811990610158401198941199061015840119895120597119905 + 119906119896 12059712058811990610158401198941199061015840119895120597119909119896 = 119875119894119895 + 120601119894119895 + 119863119894119895 minus 120576119894119895 (2)

in which 119875119894119895 is the stress production term which is ignoredin this paper 120601119894119895 is the pressure-strain correlation119863119894119895 is thediffusion term and 120576119894119895 is the dissipation rate of the turbulentkinetic energy They are presented respectively as follows

120601119894119895 = minus1198621120588 120576119896 (11990610158401198941199061015840119895 minus 23119896120575119894119895) minus 1198622 (119901119894119895 minus 23119901120575119894119895) (3)

119863119894119895 = 120597120597119909119896 (12058311990512059011990512059711990610158401198941199061015840119895120597119909119896 ) (4)

120576119894119895 = 23120588120576120575119894119895 (5)

Figure 2The grid distribution diagram of the cylindrical liquid-gasseparator

Otherwise the turbulent kinetic energy 119896 and the dissipationrate 120576 are given respectively by

119863119896119863119905 = 120597120597119909119897 (1198881198961198962120576 120597119896120597119909119897 +

120583120588 120597119896120597119909119897) minus 11990610158401198941199061015840119897 120597119906119894120597119909119897 minus 120576 (6)

119863120576119863119905 = 120597120597119909119897 (1198881205761198962120576 120597120576120597119909119897 +

120583120588 120597120576120597119909119897) minus 1198881205761 12057611989611990610158401198941199061015840119897 120597119906119894120597119909119897minus 1198881205762 1205762119896

(7)

Therefore the Reynolds stress equations are closed and canbe solved

22 Numerical Method and Boundary Condition Equationswere solved numerically through transferring to algebraicequations based on the control volumemethodThepressure-velocity coupling algorithm SIMPLE and the QUICK inter-polation scheme were used in the numerical simulation Forthe consideration of strongly swirling flow in the cycloneseparator the PRESTO scheme was adopted for pressurediscretizationThe prototype design of cyclone separator wasbased on [18] Figure 2 shows the geometric configurationand mesh distribution of the cyclone separator in this paperand all the test cases were simulated using unstructuredtetrahedral grids generated by a robust method

Boundary conditions were set as follows the inlet bound-ary condition was assumed as velocity inlet condition and thevelocities were set forwater andmethane gas separately It wasassumed that the inlet velocity was uniform The boundarycondition for the wall was regarded as no slip Finally thegas phase outlet was regarded as pressure outlet conditionas well as the liquid phase outlet and the pressure was set atatmospheric pressure

23 Turbulence Model Verification To demonstrate the fea-sibility of the numerical simulation a comparative test wascarried out An experiment about the effect of inlet volumeflow on the separation efficiency was performed in [18] In

4 International Journal of Chemical Engineering

195 200 205 210 215 220 225 230 235

Inlet velocity (ms)

05

06

07

08

09

10

Sepa

ratio

n effi

cien

cy

Experimental dataSimulated data

Figure 3The comparison of the simulated data and the experimen-tal data

the experiment the mass flow values were set as 11m3h115m3h 12m3h and 125m3h separately correspondingto 20ms 21ms 22ms and 23ms The geometric modelof the simulation was the same as the separator of theexperiment The inlet is rectangular and the size is 15mm lowast10mm the separator length is 840mm the diameter is100mm the gas phase outlet diameter is 26mm and theliquid phase diameter is 36mm The separation efficiency 120572was defined as the ratio of the gas phase outlet gas contentand the inlet gas content which can be written as follows

120572 = 119898119892119900119898119892119894 (8)

The comparison of the simulation and the experiment isshown in Figure 3 It can be indicated that there is a goodagreement between the experiment data and the simulationdata Therefore the simulation method in this paper isapplicable and flexible

3 Results and Discussion

In this paper the effect of some parameters such as separatorlength the diameter of the liquid phase outlet and the gasphase outlet and inlet velocity on the separation efficiencywas considered The values of the parameters were listed inTable 1

31 The Effect of the Separator Length on the SeparationEfficiency The separator length has essential impact on thegas and liquid separation In this paper three separatorswith different lengths are considered Figure 4 shows the gasvolume fraction distribution under three values of lengthIt can be indicated that with the increase of the lengththe separation performance becomes bad which can alsobe deduced from Figure 5 which presents the gas volume

Table 1 Different parameters values for simulation test

Case number 1 2 3119871 119904 (mm) 440 840 1600119863119892 (mm) 16 26 36119863119897 (mm) 22 36 50Inlet shape Circular Rectangular

fraction on the cross section of the gas phase outlet Thereason for the variation of the separation performancemay beassociated with the tangential velocity and the static pressuredistribution When the length value increases the liquid-gasmixture stays longer in the cyclone separator which causesliquid and gas mix again It can be seen from Figure 6 that thetangential velocity decreases when the length value increasesWhen the length is 1600mm the tangential velocity is almostzero which demonstrates that the liquid and the gas donot separate Generally the separation efficiency is propor-tional to the tangential velocity On the other hand staticpressure difference is another important factor for liquid-gas separation The pressure difference supplies centripetalforce of the circular motion in the cyclone separator Whenthe pressure difference is greater the trend of the liquid-gasseparation ismore obvious Figure 7 shows the distribution ofthe static pressure with different lengths It indicates that thepressure difference varies in contrast to the variation of thelength therefore the separation effect becomes worse withthe increase of the separator length

32 The Effect of the Gas Phase Outlet Diameter on the Sep-aration Efficiency The gas phase outlet diameter is anotherimportant parameter When the liquid and gas separate thegas forms the gas column close to the center of the separatorThe gas phase outlet diameter depends on the size of thegas column The gas volume fraction distribution with threedifferent gas phase outlet diameters is shown in Figure 8 Itcan be indicated that the volume fraction increases at thebeginning and then decreases when the diameter value islarger than a specific value This can be explained as followswhen the gas phase outlet diameter is very small the gascolumn could not flow out completely from the gas phaseoutlet When the diameter is very large larger than the gascolumn the gas column will carry the liquid and flow fromthe gas phase outlet It can be seen fromFigure 9 that althoughthe average tangential velocity is the largest for the case of 119903119892= 13mm the difference of the velocity value is not serious

33 The Effect of the Liquid Phase Outlet Diameter on theSeparation Efficiency The liquid phase outlet diameter is alsoevaluated in this paper Figure 10 shows the gas volumefraction on the cross section of the gas phase outlet with threedifferent liquid phase outlet diameters It can be observedthat the volume fraction increases at the beginning and thendecreases when the diameter value is larger than a specificvalue The tangential velocity listed in Figure 11 will give theexplanation of the phenomenon For the case of 119903119897 = 18mmthe average tangential velocity is the largest which leads tothe best separation effect We can see from Figure 10 that

International Journal of Chemical Engineering 5

638e minus 01606e minus 01574e minus 01542e minus 01511e minus 01479e minus 01447e minus 01415e minus 01383e minus 01351e minus 01319e minus 01287e minus 01255e minus 01223e minus 01191e minus 01160e minus 01128e minus 01957e minus 02638e minus 02319e minus 02000e + 00

(a)

621e minus 01590e minus 01559e minus 01528e minus 01497e minus 01466e minus 01435e minus 01404e minus 01373e minus 01342e minus 01311e minus 01279e minus 01248e minus 01217e minus 01186e minus 01155e minus 01124e minus 01932e minus 02621e minus 02311e minus 02000e + 00

(b)

454e minus 01432e minus 01409e minus 01386e minus 01364e minus 01341e minus 01318e minus 01295e minus 01273e minus 01250e minus 01227e minus 01204e minus 01182e minus 01159e minus 01136e minus 01114e minus 01909e minus 02682e minus 02454e minus 02227e minus 02000e + 00

(c)

Figure 4 The volume fraction of gas with different lengths of the separator (a) 119871 119904 = 440mm (b) 119871 119904 = 840mm (c) 119871 119904 = 1600mm

minus0015 minus0010 minus0005 0000 0005 0010 0015

Radial position (m)

025

030

035

040

045

050

055

060

065

Volu

me f

ract

ion

l = 440mm

l = 840mm

l = 1600mm

Figure 5 The gas volume fraction distribution on the cross section of the gas phase outlet

l = 440mm

l = 840mm

l = 1600mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

minus10

minus5

0

5

10

Tang

entia

l vel

ocity

(ms

)

Figure 6 Tangential velocity distribution on the cross section of the separator middle position

6 International Journal of Chemical Engineering

Table 2 The comparison of separation efficiency with optimized structure

Case number 1 2 3 4Inlet shape and size (mm) Circular (119863 = 20) Circular (119863 = 20) Rectangular (20 lowast 20) Rectangular (20 lowast 20)Lengthdiameter (mmmm) 840100 440100 840100 440100Gas phase outlet diameter (mm) 13 13 13 13Liquid phase outlet diameter (mm) 18 18 18 18Separation efficiency 6645 7639 7904 8615

l = 440mm

l = 840mm

l = 1600mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

times104

00

20

40

60

80

10

Stat

ic p

ress

ure (

Pa)

Figure 7 Static pressure distribution on the cross section of the separator middle position

the gas volume fraction increases when the gas is close tothe separator center which demonstrates the existence ofthe gas column Figure 11 shows that high tangential velocityoccurs in the near-wall region and it decays rapidly towardthe separator center

34 The Effect of the Inlet Shape on the Separation EfficiencyThe inlet shape plays an important role in the optimal designfor the reason that it decides the distribution of the incominggas and liquid and the initial tangential velocity In thispaper two inlet shapes are considered that is rectangularand circular Figure 12 presents the gas volume fractiondistribution on the cross section of the gas phase outlet fortwo-inlet shape The maximum value of the volume fractionfor the rectangular inlet is above 06 but for circular inlet itis about 054 In Figure 13 the maximum tangential velocityfor the rectangular inlet is 8ms but for circular inlet it isabout 7ms As a consequence the separation efficiency isgreater for the rectangular inlet than for the circular inlet Forthe rectangular inlet the incoming flow enters the cycloneseparator in tangential directionmore easily which causes thetangential velocity to be less lost Therefore the rectangularshape is more suitable for cyclone separator

Through the above simulations and analysis it can beindicated that the length of the separator should be shorter

the diameter of the gas phase outlet and the liquid phaseoutlet should be appropriate and the shape of the inlet shouldbe rectangular The optimal design parameters are listed inTable 2 The optimal design parameters are case number 4and the separation efficiency is 8615

4 Conclusion

This study carries out the simulation of the flow and liquid-gas separation in the cylindrical cyclone separatorwith differ-ent geometric structures and sizes The gas volume fractiontangential velocity and static pressure are presented andanalyzed to evaluate the liquid-gas separation The followingconclusions could be drawn from the results obtained in thisinvestigation

(1) For the case of the separator length the separationefficiency decreases with the increase of the separatorlength But the length should be long enough for fullseparation of liquid and gas

(2) The separation efficiency increases firstly and thendecreases with the increase of the gas phase outletdiameter as well as the liquid outlet diameter

International Journal of Chemical Engineering 7

507e minus 01482e minus 01457e minus 01431e minus 01406e minus 01380e minus 01355e minus 01330e minus 01304e minus 01279e minus 01254e minus 01228e minus 01203e minus 01178e minus 01152e minus 01127e minus 01101e minus 01761e minus 02507e minus 02254e minus 02000e + 00

(a)

621e minus 01590e minus 01559e minus 01528e minus 01497e minus 01466e minus 01435e minus 01404e minus 01373e minus 01342e minus 01311e minus 01279e minus 01248e minus 01217e minus 01186e minus 01155e minus 01124e minus 01932e minus 02621e minus 02311e minus 02000e + 00

(b)

538e minus 01511e minus 01484e minus 01457e minus 01430e minus 01403e minus 01376e minus 01350e minus 01323e minus 01296e minus 01269e minus 01242e minus 01215e minus 01188e minus 01161e minus 01134e minus 01108e minus 01807e minus 02538e minus 02269e minus 02000e + 00

(c)

Figure 8 The volume fraction of gas with different gas phase outlet diameters (a) 119903119892 = 8mm (b) 119903119892 = 13mm (c) 119903119892 = 18mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rg = 8mmrg = 13mm

rg = 18mm

minus8

minus6

minus4

minus2

0

2

4

8

6

Tang

entia

l vel

ocity

(ms

)

Figure 9 Tangential velocity distribution on the cross section of the separator middle position

Radial position (m)

030

035

040

045

050

055

060

Volu

me f

ract

ion

minus0015 minus0010 minus0005 0000 0005 0010 0015

rl = 11mm

rl = 18mmrl = 25mm

Figure 10 The gas volume fraction distribution on the cross section of the gas phase outlet

8 International Journal of Chemical Engineering

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rl = 11mm

rl = 18mmrl = 25mm

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 11 Tangential velocity distribution on the cross section ofthe separator middle position

Radial position (m)minus0015 minus0010 minus0005 0000 0005 0010 0015

RectangularCircular

Volu

me f

ract

ion

030

035

040

045

050

055

060

Figure 12The gas volume fraction distribution on the cross sectionof the gas phase outlet for two-inlet shape

(3) For the shape of the inlet the rectangular inlet ismoresuitable than the circular inlet and the separationefficiency changes from 6645 to 7904

(4) The optimal geometric structure for the cycloneseparator is listed as follows for the rectangular inletthe length and diameter ratio is 440100 the gas phaseoutlet diameter is 13mm and the liquid phase outletdiameter is 18mm At the same time the separationefficiency is 8615

Nomenclature

119863 Dynamic viscosity Pasdots119896 Turbulent kinetic energy

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

RectangularCircular

minus10

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 13 Tangential velocity distribution on the cross section ofthe separator middle position for two-inlet shape

119898 Mass flow rate kgs119901 Static pressure Pa Velocity vector ms120583 Dynamic viscosity Pasdots120588 Density kgm3120601 Pressure-strain correlation120576 Dissipation rate of theturbulent kinetic energy120572 Separation efficiency

Competing Interests

The authors declare that they have no competing interests

References

[1] E G Arato andND Barnes ldquoIn-line free vortex separator usedfor gasliquid separation within a novel two-phase pumpingsystemrdquo in Hydrocyclones pp 377ndash396 Springer AmsterdamThe Netherlands 1992

[2] R F Reydon and W H Gauvin ldquoTheoretical and experimentalstudies of confined vortex flowrdquoTheCanadian Journal of Chem-ical Engineering vol 59 no 1 pp 14ndash23 1981

[3] G E Kouba O Shoham and S Shirazi ldquoDesign and perfor-mance of gas-liquid cylindrical cyclone separatorsrdquo in Proceed-ings of the BHR Group 7th International Meeting on MultiphaseFlow pp 307ndash327 Cannes France June 1995

[4] E Davies and P Watson ldquoMiniaturized separators for offshoreplatformsrdquo in Proceedings of the 1st New Technology for Explo-ration amp Exploitation of Oil and Gas Reserves SymposiumLuxembourg pp 75ndash85 April 1979

[5] L E Gomez R S Mohan O Shoham and G E KoubaldquoEnhanced mechanistic model and field-application design ofgasliquid cylindrical cyclone separatorsrdquo SPE Journal vol 5no 2 pp 190ndash198 2000

[6] I Arpandi A R Joshi O Shoham and G E Kouba ldquoHydro-dynamics of two-phase flow in gas-liquid cylindrical cycloneseparatorsrdquo SPE Journal vol 1 no 4 pp 427ndash436 1996

International Journal of Chemical Engineering 9

[7] R Hreiz R Laine J Wu C Lemaitre C Gentric and DFunfschilling ldquoOn the effect of the nozzle design on theperformances of gas-liquid cylindrical cyclone separatorsrdquoInternational Journal ofMultiphase Flow vol 58 pp 15ndash26 2014

[8] F Boysan W H Ayers and J Swithenbank ldquoA fundamentalmathematical modelling approach to cyclone designrdquo Transac-tions of the Institution of Chemical Engineers vol 60 no 4 pp222ndash230 1982

[9] A J Hoekstra J J Derksen and H E A Van Den Akker ldquoAnexperimental and numerical study of turbulent swirling flow ingas cyclonesrdquo Chemical Engineering Science vol 54 no 13-14pp 2055ndash2065 1999

[10] B Wang K W Chu and A B Yu ldquoNumerical study ofparticle-fluid flow in a hydrocyclonerdquo Industrial amp EngineeringChemistry Research vol 46 no 13 pp 4695ndash4705 2007

[11] K W Chu B Wang A B Yu and A Vince ldquoCFD-DEMmod-elling of multiphase flow in dense medium cyclonesrdquo PowderTechnology vol 193 no 3 pp 235ndash247 2009

[12] C T Crowe andD T Pratt ldquoAnalysis of the flow field in cycloneseparatorsrdquo Computers amp Fluids vol 2 no 3-4 pp 249ndash2601974

[13] S Movafaghian J A Jaua-Marturet R S Mohan O Shohamand G E Kouba ldquoThe effects of geometry fluid properties andpressure on the hydrodynamics of gas-liquid cylindrical cycloneseparatorsrdquo International Journal ofMultiphase Flow vol 26 no6 pp 999ndash1018 2000

[14] F M Erdal S A Shirazi O Shoham and G E Kouba ldquoCFDsimulation of single-phase and two-phase flow in gas-liquidcylindrical cyclone separatorsrdquo SPE Journal vol 2 no 4 pp436ndash445 1997

[15] J P Minier and O Simonin ldquoA numerical approach of cycloneseparatorsrdquo in Proceedings of the 2nd European Symposium onSeparation of Particles from Gases pp 121ndash136 NurembergGermany March 1992

[16] J Derksen ldquoLES-based separation performance predictions of astairmand cyclonerdquo in Proceedings of the 10th Workshop onTwo-Phase Flow Predictions Martin-Luther-Universitat HallendashWittenberg pp 217ndash226 Halle Germany 2002

[17] F J de Souza and A S Neto ldquoLarge eddy simulations of ahydrocyclonerdquo in Proceedings of the ASME 2002 Joint US-European Fluids Engineering Division Conference pp 559ndash564American Society of Mechanical Engineers Montreal CanadaJuly 2002

[18] R CaoNumerical simulation and structure optimal of columnargas and liquid separator [MS thesis] Daqing Petroleum Insti-tute 2009

International Journal of

AerospaceEngineeringHindawi Publishing Corporationhttpwwwhindawicom Volume 2014

RoboticsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Active and Passive Electronic Components

Control Scienceand Engineering

Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

International Journal of

RotatingMachinery

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporation httpwwwhindawicom

Journal ofEngineeringVolume 2014

Submit your manuscripts athttpwwwhindawicom

VLSI Design

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Shock and Vibration

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Civil EngineeringAdvances in

Acoustics and VibrationAdvances in

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Electrical and Computer Engineering

Journal of

Advances inOptoElectronics

Hindawi Publishing Corporation httpwwwhindawicom

Volume 2014

The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014

SensorsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Modelling amp Simulation in EngineeringHindawi Publishing Corporation httpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Chemical EngineeringInternational Journal of Antennas and

Propagation

International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Navigation and Observation

International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

DistributedSensor Networks

International Journal of

Page 4: Research Article Numerical Simulation on Structure ...downloads.hindawi.com/journals/ijce/2016/3187631.pdf · Research Article Numerical Simulation on Structure Optimization of Liquid-Gas

4 International Journal of Chemical Engineering

195 200 205 210 215 220 225 230 235

Inlet velocity (ms)

05

06

07

08

09

10

Sepa

ratio

n effi

cien

cy

Experimental dataSimulated data

Figure 3The comparison of the simulated data and the experimen-tal data

the experiment the mass flow values were set as 11m3h115m3h 12m3h and 125m3h separately correspondingto 20ms 21ms 22ms and 23ms The geometric modelof the simulation was the same as the separator of theexperiment The inlet is rectangular and the size is 15mm lowast10mm the separator length is 840mm the diameter is100mm the gas phase outlet diameter is 26mm and theliquid phase diameter is 36mm The separation efficiency 120572was defined as the ratio of the gas phase outlet gas contentand the inlet gas content which can be written as follows

120572 = 119898119892119900119898119892119894 (8)

The comparison of the simulation and the experiment isshown in Figure 3 It can be indicated that there is a goodagreement between the experiment data and the simulationdata Therefore the simulation method in this paper isapplicable and flexible

3 Results and Discussion

In this paper the effect of some parameters such as separatorlength the diameter of the liquid phase outlet and the gasphase outlet and inlet velocity on the separation efficiencywas considered The values of the parameters were listed inTable 1

31 The Effect of the Separator Length on the SeparationEfficiency The separator length has essential impact on thegas and liquid separation In this paper three separatorswith different lengths are considered Figure 4 shows the gasvolume fraction distribution under three values of lengthIt can be indicated that with the increase of the lengththe separation performance becomes bad which can alsobe deduced from Figure 5 which presents the gas volume

Table 1 Different parameters values for simulation test

Case number 1 2 3119871 119904 (mm) 440 840 1600119863119892 (mm) 16 26 36119863119897 (mm) 22 36 50Inlet shape Circular Rectangular

fraction on the cross section of the gas phase outlet Thereason for the variation of the separation performancemay beassociated with the tangential velocity and the static pressuredistribution When the length value increases the liquid-gasmixture stays longer in the cyclone separator which causesliquid and gas mix again It can be seen from Figure 6 that thetangential velocity decreases when the length value increasesWhen the length is 1600mm the tangential velocity is almostzero which demonstrates that the liquid and the gas donot separate Generally the separation efficiency is propor-tional to the tangential velocity On the other hand staticpressure difference is another important factor for liquid-gas separation The pressure difference supplies centripetalforce of the circular motion in the cyclone separator Whenthe pressure difference is greater the trend of the liquid-gasseparation ismore obvious Figure 7 shows the distribution ofthe static pressure with different lengths It indicates that thepressure difference varies in contrast to the variation of thelength therefore the separation effect becomes worse withthe increase of the separator length

32 The Effect of the Gas Phase Outlet Diameter on the Sep-aration Efficiency The gas phase outlet diameter is anotherimportant parameter When the liquid and gas separate thegas forms the gas column close to the center of the separatorThe gas phase outlet diameter depends on the size of thegas column The gas volume fraction distribution with threedifferent gas phase outlet diameters is shown in Figure 8 Itcan be indicated that the volume fraction increases at thebeginning and then decreases when the diameter value islarger than a specific value This can be explained as followswhen the gas phase outlet diameter is very small the gascolumn could not flow out completely from the gas phaseoutlet When the diameter is very large larger than the gascolumn the gas column will carry the liquid and flow fromthe gas phase outlet It can be seen fromFigure 9 that althoughthe average tangential velocity is the largest for the case of 119903119892= 13mm the difference of the velocity value is not serious

33 The Effect of the Liquid Phase Outlet Diameter on theSeparation Efficiency The liquid phase outlet diameter is alsoevaluated in this paper Figure 10 shows the gas volumefraction on the cross section of the gas phase outlet with threedifferent liquid phase outlet diameters It can be observedthat the volume fraction increases at the beginning and thendecreases when the diameter value is larger than a specificvalue The tangential velocity listed in Figure 11 will give theexplanation of the phenomenon For the case of 119903119897 = 18mmthe average tangential velocity is the largest which leads tothe best separation effect We can see from Figure 10 that

International Journal of Chemical Engineering 5

638e minus 01606e minus 01574e minus 01542e minus 01511e minus 01479e minus 01447e minus 01415e minus 01383e minus 01351e minus 01319e minus 01287e minus 01255e minus 01223e minus 01191e minus 01160e minus 01128e minus 01957e minus 02638e minus 02319e minus 02000e + 00

(a)

621e minus 01590e minus 01559e minus 01528e minus 01497e minus 01466e minus 01435e minus 01404e minus 01373e minus 01342e minus 01311e minus 01279e minus 01248e minus 01217e minus 01186e minus 01155e minus 01124e minus 01932e minus 02621e minus 02311e minus 02000e + 00

(b)

454e minus 01432e minus 01409e minus 01386e minus 01364e minus 01341e minus 01318e minus 01295e minus 01273e minus 01250e minus 01227e minus 01204e minus 01182e minus 01159e minus 01136e minus 01114e minus 01909e minus 02682e minus 02454e minus 02227e minus 02000e + 00

(c)

Figure 4 The volume fraction of gas with different lengths of the separator (a) 119871 119904 = 440mm (b) 119871 119904 = 840mm (c) 119871 119904 = 1600mm

minus0015 minus0010 minus0005 0000 0005 0010 0015

Radial position (m)

025

030

035

040

045

050

055

060

065

Volu

me f

ract

ion

l = 440mm

l = 840mm

l = 1600mm

Figure 5 The gas volume fraction distribution on the cross section of the gas phase outlet

l = 440mm

l = 840mm

l = 1600mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

minus10

minus5

0

5

10

Tang

entia

l vel

ocity

(ms

)

Figure 6 Tangential velocity distribution on the cross section of the separator middle position

6 International Journal of Chemical Engineering

Table 2 The comparison of separation efficiency with optimized structure

Case number 1 2 3 4Inlet shape and size (mm) Circular (119863 = 20) Circular (119863 = 20) Rectangular (20 lowast 20) Rectangular (20 lowast 20)Lengthdiameter (mmmm) 840100 440100 840100 440100Gas phase outlet diameter (mm) 13 13 13 13Liquid phase outlet diameter (mm) 18 18 18 18Separation efficiency 6645 7639 7904 8615

l = 440mm

l = 840mm

l = 1600mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

times104

00

20

40

60

80

10

Stat

ic p

ress

ure (

Pa)

Figure 7 Static pressure distribution on the cross section of the separator middle position

the gas volume fraction increases when the gas is close tothe separator center which demonstrates the existence ofthe gas column Figure 11 shows that high tangential velocityoccurs in the near-wall region and it decays rapidly towardthe separator center

34 The Effect of the Inlet Shape on the Separation EfficiencyThe inlet shape plays an important role in the optimal designfor the reason that it decides the distribution of the incominggas and liquid and the initial tangential velocity In thispaper two inlet shapes are considered that is rectangularand circular Figure 12 presents the gas volume fractiondistribution on the cross section of the gas phase outlet fortwo-inlet shape The maximum value of the volume fractionfor the rectangular inlet is above 06 but for circular inlet itis about 054 In Figure 13 the maximum tangential velocityfor the rectangular inlet is 8ms but for circular inlet it isabout 7ms As a consequence the separation efficiency isgreater for the rectangular inlet than for the circular inlet Forthe rectangular inlet the incoming flow enters the cycloneseparator in tangential directionmore easily which causes thetangential velocity to be less lost Therefore the rectangularshape is more suitable for cyclone separator

Through the above simulations and analysis it can beindicated that the length of the separator should be shorter

the diameter of the gas phase outlet and the liquid phaseoutlet should be appropriate and the shape of the inlet shouldbe rectangular The optimal design parameters are listed inTable 2 The optimal design parameters are case number 4and the separation efficiency is 8615

4 Conclusion

This study carries out the simulation of the flow and liquid-gas separation in the cylindrical cyclone separatorwith differ-ent geometric structures and sizes The gas volume fractiontangential velocity and static pressure are presented andanalyzed to evaluate the liquid-gas separation The followingconclusions could be drawn from the results obtained in thisinvestigation

(1) For the case of the separator length the separationefficiency decreases with the increase of the separatorlength But the length should be long enough for fullseparation of liquid and gas

(2) The separation efficiency increases firstly and thendecreases with the increase of the gas phase outletdiameter as well as the liquid outlet diameter

International Journal of Chemical Engineering 7

507e minus 01482e minus 01457e minus 01431e minus 01406e minus 01380e minus 01355e minus 01330e minus 01304e minus 01279e minus 01254e minus 01228e minus 01203e minus 01178e minus 01152e minus 01127e minus 01101e minus 01761e minus 02507e minus 02254e minus 02000e + 00

(a)

621e minus 01590e minus 01559e minus 01528e minus 01497e minus 01466e minus 01435e minus 01404e minus 01373e minus 01342e minus 01311e minus 01279e minus 01248e minus 01217e minus 01186e minus 01155e minus 01124e minus 01932e minus 02621e minus 02311e minus 02000e + 00

(b)

538e minus 01511e minus 01484e minus 01457e minus 01430e minus 01403e minus 01376e minus 01350e minus 01323e minus 01296e minus 01269e minus 01242e minus 01215e minus 01188e minus 01161e minus 01134e minus 01108e minus 01807e minus 02538e minus 02269e minus 02000e + 00

(c)

Figure 8 The volume fraction of gas with different gas phase outlet diameters (a) 119903119892 = 8mm (b) 119903119892 = 13mm (c) 119903119892 = 18mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rg = 8mmrg = 13mm

rg = 18mm

minus8

minus6

minus4

minus2

0

2

4

8

6

Tang

entia

l vel

ocity

(ms

)

Figure 9 Tangential velocity distribution on the cross section of the separator middle position

Radial position (m)

030

035

040

045

050

055

060

Volu

me f

ract

ion

minus0015 minus0010 minus0005 0000 0005 0010 0015

rl = 11mm

rl = 18mmrl = 25mm

Figure 10 The gas volume fraction distribution on the cross section of the gas phase outlet

8 International Journal of Chemical Engineering

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rl = 11mm

rl = 18mmrl = 25mm

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 11 Tangential velocity distribution on the cross section ofthe separator middle position

Radial position (m)minus0015 minus0010 minus0005 0000 0005 0010 0015

RectangularCircular

Volu

me f

ract

ion

030

035

040

045

050

055

060

Figure 12The gas volume fraction distribution on the cross sectionof the gas phase outlet for two-inlet shape

(3) For the shape of the inlet the rectangular inlet ismoresuitable than the circular inlet and the separationefficiency changes from 6645 to 7904

(4) The optimal geometric structure for the cycloneseparator is listed as follows for the rectangular inletthe length and diameter ratio is 440100 the gas phaseoutlet diameter is 13mm and the liquid phase outletdiameter is 18mm At the same time the separationefficiency is 8615

Nomenclature

119863 Dynamic viscosity Pasdots119896 Turbulent kinetic energy

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

RectangularCircular

minus10

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 13 Tangential velocity distribution on the cross section ofthe separator middle position for two-inlet shape

119898 Mass flow rate kgs119901 Static pressure Pa Velocity vector ms120583 Dynamic viscosity Pasdots120588 Density kgm3120601 Pressure-strain correlation120576 Dissipation rate of theturbulent kinetic energy120572 Separation efficiency

Competing Interests

The authors declare that they have no competing interests

References

[1] E G Arato andND Barnes ldquoIn-line free vortex separator usedfor gasliquid separation within a novel two-phase pumpingsystemrdquo in Hydrocyclones pp 377ndash396 Springer AmsterdamThe Netherlands 1992

[2] R F Reydon and W H Gauvin ldquoTheoretical and experimentalstudies of confined vortex flowrdquoTheCanadian Journal of Chem-ical Engineering vol 59 no 1 pp 14ndash23 1981

[3] G E Kouba O Shoham and S Shirazi ldquoDesign and perfor-mance of gas-liquid cylindrical cyclone separatorsrdquo in Proceed-ings of the BHR Group 7th International Meeting on MultiphaseFlow pp 307ndash327 Cannes France June 1995

[4] E Davies and P Watson ldquoMiniaturized separators for offshoreplatformsrdquo in Proceedings of the 1st New Technology for Explo-ration amp Exploitation of Oil and Gas Reserves SymposiumLuxembourg pp 75ndash85 April 1979

[5] L E Gomez R S Mohan O Shoham and G E KoubaldquoEnhanced mechanistic model and field-application design ofgasliquid cylindrical cyclone separatorsrdquo SPE Journal vol 5no 2 pp 190ndash198 2000

[6] I Arpandi A R Joshi O Shoham and G E Kouba ldquoHydro-dynamics of two-phase flow in gas-liquid cylindrical cycloneseparatorsrdquo SPE Journal vol 1 no 4 pp 427ndash436 1996

International Journal of Chemical Engineering 9

[7] R Hreiz R Laine J Wu C Lemaitre C Gentric and DFunfschilling ldquoOn the effect of the nozzle design on theperformances of gas-liquid cylindrical cyclone separatorsrdquoInternational Journal ofMultiphase Flow vol 58 pp 15ndash26 2014

[8] F Boysan W H Ayers and J Swithenbank ldquoA fundamentalmathematical modelling approach to cyclone designrdquo Transac-tions of the Institution of Chemical Engineers vol 60 no 4 pp222ndash230 1982

[9] A J Hoekstra J J Derksen and H E A Van Den Akker ldquoAnexperimental and numerical study of turbulent swirling flow ingas cyclonesrdquo Chemical Engineering Science vol 54 no 13-14pp 2055ndash2065 1999

[10] B Wang K W Chu and A B Yu ldquoNumerical study ofparticle-fluid flow in a hydrocyclonerdquo Industrial amp EngineeringChemistry Research vol 46 no 13 pp 4695ndash4705 2007

[11] K W Chu B Wang A B Yu and A Vince ldquoCFD-DEMmod-elling of multiphase flow in dense medium cyclonesrdquo PowderTechnology vol 193 no 3 pp 235ndash247 2009

[12] C T Crowe andD T Pratt ldquoAnalysis of the flow field in cycloneseparatorsrdquo Computers amp Fluids vol 2 no 3-4 pp 249ndash2601974

[13] S Movafaghian J A Jaua-Marturet R S Mohan O Shohamand G E Kouba ldquoThe effects of geometry fluid properties andpressure on the hydrodynamics of gas-liquid cylindrical cycloneseparatorsrdquo International Journal ofMultiphase Flow vol 26 no6 pp 999ndash1018 2000

[14] F M Erdal S A Shirazi O Shoham and G E Kouba ldquoCFDsimulation of single-phase and two-phase flow in gas-liquidcylindrical cyclone separatorsrdquo SPE Journal vol 2 no 4 pp436ndash445 1997

[15] J P Minier and O Simonin ldquoA numerical approach of cycloneseparatorsrdquo in Proceedings of the 2nd European Symposium onSeparation of Particles from Gases pp 121ndash136 NurembergGermany March 1992

[16] J Derksen ldquoLES-based separation performance predictions of astairmand cyclonerdquo in Proceedings of the 10th Workshop onTwo-Phase Flow Predictions Martin-Luther-Universitat HallendashWittenberg pp 217ndash226 Halle Germany 2002

[17] F J de Souza and A S Neto ldquoLarge eddy simulations of ahydrocyclonerdquo in Proceedings of the ASME 2002 Joint US-European Fluids Engineering Division Conference pp 559ndash564American Society of Mechanical Engineers Montreal CanadaJuly 2002

[18] R CaoNumerical simulation and structure optimal of columnargas and liquid separator [MS thesis] Daqing Petroleum Insti-tute 2009

International Journal of

AerospaceEngineeringHindawi Publishing Corporationhttpwwwhindawicom Volume 2014

RoboticsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Active and Passive Electronic Components

Control Scienceand Engineering

Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

International Journal of

RotatingMachinery

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporation httpwwwhindawicom

Journal ofEngineeringVolume 2014

Submit your manuscripts athttpwwwhindawicom

VLSI Design

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Shock and Vibration

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Civil EngineeringAdvances in

Acoustics and VibrationAdvances in

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Electrical and Computer Engineering

Journal of

Advances inOptoElectronics

Hindawi Publishing Corporation httpwwwhindawicom

Volume 2014

The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014

SensorsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Modelling amp Simulation in EngineeringHindawi Publishing Corporation httpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Chemical EngineeringInternational Journal of Antennas and

Propagation

International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Navigation and Observation

International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

DistributedSensor Networks

International Journal of

Page 5: Research Article Numerical Simulation on Structure ...downloads.hindawi.com/journals/ijce/2016/3187631.pdf · Research Article Numerical Simulation on Structure Optimization of Liquid-Gas

International Journal of Chemical Engineering 5

638e minus 01606e minus 01574e minus 01542e minus 01511e minus 01479e minus 01447e minus 01415e minus 01383e minus 01351e minus 01319e minus 01287e minus 01255e minus 01223e minus 01191e minus 01160e minus 01128e minus 01957e minus 02638e minus 02319e minus 02000e + 00

(a)

621e minus 01590e minus 01559e minus 01528e minus 01497e minus 01466e minus 01435e minus 01404e minus 01373e minus 01342e minus 01311e minus 01279e minus 01248e minus 01217e minus 01186e minus 01155e minus 01124e minus 01932e minus 02621e minus 02311e minus 02000e + 00

(b)

454e minus 01432e minus 01409e minus 01386e minus 01364e minus 01341e minus 01318e minus 01295e minus 01273e minus 01250e minus 01227e minus 01204e minus 01182e minus 01159e minus 01136e minus 01114e minus 01909e minus 02682e minus 02454e minus 02227e minus 02000e + 00

(c)

Figure 4 The volume fraction of gas with different lengths of the separator (a) 119871 119904 = 440mm (b) 119871 119904 = 840mm (c) 119871 119904 = 1600mm

minus0015 minus0010 minus0005 0000 0005 0010 0015

Radial position (m)

025

030

035

040

045

050

055

060

065

Volu

me f

ract

ion

l = 440mm

l = 840mm

l = 1600mm

Figure 5 The gas volume fraction distribution on the cross section of the gas phase outlet

l = 440mm

l = 840mm

l = 1600mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

minus10

minus5

0

5

10

Tang

entia

l vel

ocity

(ms

)

Figure 6 Tangential velocity distribution on the cross section of the separator middle position

6 International Journal of Chemical Engineering

Table 2 The comparison of separation efficiency with optimized structure

Case number 1 2 3 4Inlet shape and size (mm) Circular (119863 = 20) Circular (119863 = 20) Rectangular (20 lowast 20) Rectangular (20 lowast 20)Lengthdiameter (mmmm) 840100 440100 840100 440100Gas phase outlet diameter (mm) 13 13 13 13Liquid phase outlet diameter (mm) 18 18 18 18Separation efficiency 6645 7639 7904 8615

l = 440mm

l = 840mm

l = 1600mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

times104

00

20

40

60

80

10

Stat

ic p

ress

ure (

Pa)

Figure 7 Static pressure distribution on the cross section of the separator middle position

the gas volume fraction increases when the gas is close tothe separator center which demonstrates the existence ofthe gas column Figure 11 shows that high tangential velocityoccurs in the near-wall region and it decays rapidly towardthe separator center

34 The Effect of the Inlet Shape on the Separation EfficiencyThe inlet shape plays an important role in the optimal designfor the reason that it decides the distribution of the incominggas and liquid and the initial tangential velocity In thispaper two inlet shapes are considered that is rectangularand circular Figure 12 presents the gas volume fractiondistribution on the cross section of the gas phase outlet fortwo-inlet shape The maximum value of the volume fractionfor the rectangular inlet is above 06 but for circular inlet itis about 054 In Figure 13 the maximum tangential velocityfor the rectangular inlet is 8ms but for circular inlet it isabout 7ms As a consequence the separation efficiency isgreater for the rectangular inlet than for the circular inlet Forthe rectangular inlet the incoming flow enters the cycloneseparator in tangential directionmore easily which causes thetangential velocity to be less lost Therefore the rectangularshape is more suitable for cyclone separator

Through the above simulations and analysis it can beindicated that the length of the separator should be shorter

the diameter of the gas phase outlet and the liquid phaseoutlet should be appropriate and the shape of the inlet shouldbe rectangular The optimal design parameters are listed inTable 2 The optimal design parameters are case number 4and the separation efficiency is 8615

4 Conclusion

This study carries out the simulation of the flow and liquid-gas separation in the cylindrical cyclone separatorwith differ-ent geometric structures and sizes The gas volume fractiontangential velocity and static pressure are presented andanalyzed to evaluate the liquid-gas separation The followingconclusions could be drawn from the results obtained in thisinvestigation

(1) For the case of the separator length the separationefficiency decreases with the increase of the separatorlength But the length should be long enough for fullseparation of liquid and gas

(2) The separation efficiency increases firstly and thendecreases with the increase of the gas phase outletdiameter as well as the liquid outlet diameter

International Journal of Chemical Engineering 7

507e minus 01482e minus 01457e minus 01431e minus 01406e minus 01380e minus 01355e minus 01330e minus 01304e minus 01279e minus 01254e minus 01228e minus 01203e minus 01178e minus 01152e minus 01127e minus 01101e minus 01761e minus 02507e minus 02254e minus 02000e + 00

(a)

621e minus 01590e minus 01559e minus 01528e minus 01497e minus 01466e minus 01435e minus 01404e minus 01373e minus 01342e minus 01311e minus 01279e minus 01248e minus 01217e minus 01186e minus 01155e minus 01124e minus 01932e minus 02621e minus 02311e minus 02000e + 00

(b)

538e minus 01511e minus 01484e minus 01457e minus 01430e minus 01403e minus 01376e minus 01350e minus 01323e minus 01296e minus 01269e minus 01242e minus 01215e minus 01188e minus 01161e minus 01134e minus 01108e minus 01807e minus 02538e minus 02269e minus 02000e + 00

(c)

Figure 8 The volume fraction of gas with different gas phase outlet diameters (a) 119903119892 = 8mm (b) 119903119892 = 13mm (c) 119903119892 = 18mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rg = 8mmrg = 13mm

rg = 18mm

minus8

minus6

minus4

minus2

0

2

4

8

6

Tang

entia

l vel

ocity

(ms

)

Figure 9 Tangential velocity distribution on the cross section of the separator middle position

Radial position (m)

030

035

040

045

050

055

060

Volu

me f

ract

ion

minus0015 minus0010 minus0005 0000 0005 0010 0015

rl = 11mm

rl = 18mmrl = 25mm

Figure 10 The gas volume fraction distribution on the cross section of the gas phase outlet

8 International Journal of Chemical Engineering

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rl = 11mm

rl = 18mmrl = 25mm

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 11 Tangential velocity distribution on the cross section ofthe separator middle position

Radial position (m)minus0015 minus0010 minus0005 0000 0005 0010 0015

RectangularCircular

Volu

me f

ract

ion

030

035

040

045

050

055

060

Figure 12The gas volume fraction distribution on the cross sectionof the gas phase outlet for two-inlet shape

(3) For the shape of the inlet the rectangular inlet ismoresuitable than the circular inlet and the separationefficiency changes from 6645 to 7904

(4) The optimal geometric structure for the cycloneseparator is listed as follows for the rectangular inletthe length and diameter ratio is 440100 the gas phaseoutlet diameter is 13mm and the liquid phase outletdiameter is 18mm At the same time the separationefficiency is 8615

Nomenclature

119863 Dynamic viscosity Pasdots119896 Turbulent kinetic energy

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

RectangularCircular

minus10

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 13 Tangential velocity distribution on the cross section ofthe separator middle position for two-inlet shape

119898 Mass flow rate kgs119901 Static pressure Pa Velocity vector ms120583 Dynamic viscosity Pasdots120588 Density kgm3120601 Pressure-strain correlation120576 Dissipation rate of theturbulent kinetic energy120572 Separation efficiency

Competing Interests

The authors declare that they have no competing interests

References

[1] E G Arato andND Barnes ldquoIn-line free vortex separator usedfor gasliquid separation within a novel two-phase pumpingsystemrdquo in Hydrocyclones pp 377ndash396 Springer AmsterdamThe Netherlands 1992

[2] R F Reydon and W H Gauvin ldquoTheoretical and experimentalstudies of confined vortex flowrdquoTheCanadian Journal of Chem-ical Engineering vol 59 no 1 pp 14ndash23 1981

[3] G E Kouba O Shoham and S Shirazi ldquoDesign and perfor-mance of gas-liquid cylindrical cyclone separatorsrdquo in Proceed-ings of the BHR Group 7th International Meeting on MultiphaseFlow pp 307ndash327 Cannes France June 1995

[4] E Davies and P Watson ldquoMiniaturized separators for offshoreplatformsrdquo in Proceedings of the 1st New Technology for Explo-ration amp Exploitation of Oil and Gas Reserves SymposiumLuxembourg pp 75ndash85 April 1979

[5] L E Gomez R S Mohan O Shoham and G E KoubaldquoEnhanced mechanistic model and field-application design ofgasliquid cylindrical cyclone separatorsrdquo SPE Journal vol 5no 2 pp 190ndash198 2000

[6] I Arpandi A R Joshi O Shoham and G E Kouba ldquoHydro-dynamics of two-phase flow in gas-liquid cylindrical cycloneseparatorsrdquo SPE Journal vol 1 no 4 pp 427ndash436 1996

International Journal of Chemical Engineering 9

[7] R Hreiz R Laine J Wu C Lemaitre C Gentric and DFunfschilling ldquoOn the effect of the nozzle design on theperformances of gas-liquid cylindrical cyclone separatorsrdquoInternational Journal ofMultiphase Flow vol 58 pp 15ndash26 2014

[8] F Boysan W H Ayers and J Swithenbank ldquoA fundamentalmathematical modelling approach to cyclone designrdquo Transac-tions of the Institution of Chemical Engineers vol 60 no 4 pp222ndash230 1982

[9] A J Hoekstra J J Derksen and H E A Van Den Akker ldquoAnexperimental and numerical study of turbulent swirling flow ingas cyclonesrdquo Chemical Engineering Science vol 54 no 13-14pp 2055ndash2065 1999

[10] B Wang K W Chu and A B Yu ldquoNumerical study ofparticle-fluid flow in a hydrocyclonerdquo Industrial amp EngineeringChemistry Research vol 46 no 13 pp 4695ndash4705 2007

[11] K W Chu B Wang A B Yu and A Vince ldquoCFD-DEMmod-elling of multiphase flow in dense medium cyclonesrdquo PowderTechnology vol 193 no 3 pp 235ndash247 2009

[12] C T Crowe andD T Pratt ldquoAnalysis of the flow field in cycloneseparatorsrdquo Computers amp Fluids vol 2 no 3-4 pp 249ndash2601974

[13] S Movafaghian J A Jaua-Marturet R S Mohan O Shohamand G E Kouba ldquoThe effects of geometry fluid properties andpressure on the hydrodynamics of gas-liquid cylindrical cycloneseparatorsrdquo International Journal ofMultiphase Flow vol 26 no6 pp 999ndash1018 2000

[14] F M Erdal S A Shirazi O Shoham and G E Kouba ldquoCFDsimulation of single-phase and two-phase flow in gas-liquidcylindrical cyclone separatorsrdquo SPE Journal vol 2 no 4 pp436ndash445 1997

[15] J P Minier and O Simonin ldquoA numerical approach of cycloneseparatorsrdquo in Proceedings of the 2nd European Symposium onSeparation of Particles from Gases pp 121ndash136 NurembergGermany March 1992

[16] J Derksen ldquoLES-based separation performance predictions of astairmand cyclonerdquo in Proceedings of the 10th Workshop onTwo-Phase Flow Predictions Martin-Luther-Universitat HallendashWittenberg pp 217ndash226 Halle Germany 2002

[17] F J de Souza and A S Neto ldquoLarge eddy simulations of ahydrocyclonerdquo in Proceedings of the ASME 2002 Joint US-European Fluids Engineering Division Conference pp 559ndash564American Society of Mechanical Engineers Montreal CanadaJuly 2002

[18] R CaoNumerical simulation and structure optimal of columnargas and liquid separator [MS thesis] Daqing Petroleum Insti-tute 2009

International Journal of

AerospaceEngineeringHindawi Publishing Corporationhttpwwwhindawicom Volume 2014

RoboticsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Active and Passive Electronic Components

Control Scienceand Engineering

Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

International Journal of

RotatingMachinery

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporation httpwwwhindawicom

Journal ofEngineeringVolume 2014

Submit your manuscripts athttpwwwhindawicom

VLSI Design

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Shock and Vibration

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Civil EngineeringAdvances in

Acoustics and VibrationAdvances in

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Electrical and Computer Engineering

Journal of

Advances inOptoElectronics

Hindawi Publishing Corporation httpwwwhindawicom

Volume 2014

The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014

SensorsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Modelling amp Simulation in EngineeringHindawi Publishing Corporation httpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Chemical EngineeringInternational Journal of Antennas and

Propagation

International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Navigation and Observation

International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

DistributedSensor Networks

International Journal of

Page 6: Research Article Numerical Simulation on Structure ...downloads.hindawi.com/journals/ijce/2016/3187631.pdf · Research Article Numerical Simulation on Structure Optimization of Liquid-Gas

6 International Journal of Chemical Engineering

Table 2 The comparison of separation efficiency with optimized structure

Case number 1 2 3 4Inlet shape and size (mm) Circular (119863 = 20) Circular (119863 = 20) Rectangular (20 lowast 20) Rectangular (20 lowast 20)Lengthdiameter (mmmm) 840100 440100 840100 440100Gas phase outlet diameter (mm) 13 13 13 13Liquid phase outlet diameter (mm) 18 18 18 18Separation efficiency 6645 7639 7904 8615

l = 440mm

l = 840mm

l = 1600mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

times104

00

20

40

60

80

10

Stat

ic p

ress

ure (

Pa)

Figure 7 Static pressure distribution on the cross section of the separator middle position

the gas volume fraction increases when the gas is close tothe separator center which demonstrates the existence ofthe gas column Figure 11 shows that high tangential velocityoccurs in the near-wall region and it decays rapidly towardthe separator center

34 The Effect of the Inlet Shape on the Separation EfficiencyThe inlet shape plays an important role in the optimal designfor the reason that it decides the distribution of the incominggas and liquid and the initial tangential velocity In thispaper two inlet shapes are considered that is rectangularand circular Figure 12 presents the gas volume fractiondistribution on the cross section of the gas phase outlet fortwo-inlet shape The maximum value of the volume fractionfor the rectangular inlet is above 06 but for circular inlet itis about 054 In Figure 13 the maximum tangential velocityfor the rectangular inlet is 8ms but for circular inlet it isabout 7ms As a consequence the separation efficiency isgreater for the rectangular inlet than for the circular inlet Forthe rectangular inlet the incoming flow enters the cycloneseparator in tangential directionmore easily which causes thetangential velocity to be less lost Therefore the rectangularshape is more suitable for cyclone separator

Through the above simulations and analysis it can beindicated that the length of the separator should be shorter

the diameter of the gas phase outlet and the liquid phaseoutlet should be appropriate and the shape of the inlet shouldbe rectangular The optimal design parameters are listed inTable 2 The optimal design parameters are case number 4and the separation efficiency is 8615

4 Conclusion

This study carries out the simulation of the flow and liquid-gas separation in the cylindrical cyclone separatorwith differ-ent geometric structures and sizes The gas volume fractiontangential velocity and static pressure are presented andanalyzed to evaluate the liquid-gas separation The followingconclusions could be drawn from the results obtained in thisinvestigation

(1) For the case of the separator length the separationefficiency decreases with the increase of the separatorlength But the length should be long enough for fullseparation of liquid and gas

(2) The separation efficiency increases firstly and thendecreases with the increase of the gas phase outletdiameter as well as the liquid outlet diameter

International Journal of Chemical Engineering 7

507e minus 01482e minus 01457e minus 01431e minus 01406e minus 01380e minus 01355e minus 01330e minus 01304e minus 01279e minus 01254e minus 01228e minus 01203e minus 01178e minus 01152e minus 01127e minus 01101e minus 01761e minus 02507e minus 02254e minus 02000e + 00

(a)

621e minus 01590e minus 01559e minus 01528e minus 01497e minus 01466e minus 01435e minus 01404e minus 01373e minus 01342e minus 01311e minus 01279e minus 01248e minus 01217e minus 01186e minus 01155e minus 01124e minus 01932e minus 02621e minus 02311e minus 02000e + 00

(b)

538e minus 01511e minus 01484e minus 01457e minus 01430e minus 01403e minus 01376e minus 01350e minus 01323e minus 01296e minus 01269e minus 01242e minus 01215e minus 01188e minus 01161e minus 01134e minus 01108e minus 01807e minus 02538e minus 02269e minus 02000e + 00

(c)

Figure 8 The volume fraction of gas with different gas phase outlet diameters (a) 119903119892 = 8mm (b) 119903119892 = 13mm (c) 119903119892 = 18mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rg = 8mmrg = 13mm

rg = 18mm

minus8

minus6

minus4

minus2

0

2

4

8

6

Tang

entia

l vel

ocity

(ms

)

Figure 9 Tangential velocity distribution on the cross section of the separator middle position

Radial position (m)

030

035

040

045

050

055

060

Volu

me f

ract

ion

minus0015 minus0010 minus0005 0000 0005 0010 0015

rl = 11mm

rl = 18mmrl = 25mm

Figure 10 The gas volume fraction distribution on the cross section of the gas phase outlet

8 International Journal of Chemical Engineering

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rl = 11mm

rl = 18mmrl = 25mm

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 11 Tangential velocity distribution on the cross section ofthe separator middle position

Radial position (m)minus0015 minus0010 minus0005 0000 0005 0010 0015

RectangularCircular

Volu

me f

ract

ion

030

035

040

045

050

055

060

Figure 12The gas volume fraction distribution on the cross sectionof the gas phase outlet for two-inlet shape

(3) For the shape of the inlet the rectangular inlet ismoresuitable than the circular inlet and the separationefficiency changes from 6645 to 7904

(4) The optimal geometric structure for the cycloneseparator is listed as follows for the rectangular inletthe length and diameter ratio is 440100 the gas phaseoutlet diameter is 13mm and the liquid phase outletdiameter is 18mm At the same time the separationefficiency is 8615

Nomenclature

119863 Dynamic viscosity Pasdots119896 Turbulent kinetic energy

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

RectangularCircular

minus10

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 13 Tangential velocity distribution on the cross section ofthe separator middle position for two-inlet shape

119898 Mass flow rate kgs119901 Static pressure Pa Velocity vector ms120583 Dynamic viscosity Pasdots120588 Density kgm3120601 Pressure-strain correlation120576 Dissipation rate of theturbulent kinetic energy120572 Separation efficiency

Competing Interests

The authors declare that they have no competing interests

References

[1] E G Arato andND Barnes ldquoIn-line free vortex separator usedfor gasliquid separation within a novel two-phase pumpingsystemrdquo in Hydrocyclones pp 377ndash396 Springer AmsterdamThe Netherlands 1992

[2] R F Reydon and W H Gauvin ldquoTheoretical and experimentalstudies of confined vortex flowrdquoTheCanadian Journal of Chem-ical Engineering vol 59 no 1 pp 14ndash23 1981

[3] G E Kouba O Shoham and S Shirazi ldquoDesign and perfor-mance of gas-liquid cylindrical cyclone separatorsrdquo in Proceed-ings of the BHR Group 7th International Meeting on MultiphaseFlow pp 307ndash327 Cannes France June 1995

[4] E Davies and P Watson ldquoMiniaturized separators for offshoreplatformsrdquo in Proceedings of the 1st New Technology for Explo-ration amp Exploitation of Oil and Gas Reserves SymposiumLuxembourg pp 75ndash85 April 1979

[5] L E Gomez R S Mohan O Shoham and G E KoubaldquoEnhanced mechanistic model and field-application design ofgasliquid cylindrical cyclone separatorsrdquo SPE Journal vol 5no 2 pp 190ndash198 2000

[6] I Arpandi A R Joshi O Shoham and G E Kouba ldquoHydro-dynamics of two-phase flow in gas-liquid cylindrical cycloneseparatorsrdquo SPE Journal vol 1 no 4 pp 427ndash436 1996

International Journal of Chemical Engineering 9

[7] R Hreiz R Laine J Wu C Lemaitre C Gentric and DFunfschilling ldquoOn the effect of the nozzle design on theperformances of gas-liquid cylindrical cyclone separatorsrdquoInternational Journal ofMultiphase Flow vol 58 pp 15ndash26 2014

[8] F Boysan W H Ayers and J Swithenbank ldquoA fundamentalmathematical modelling approach to cyclone designrdquo Transac-tions of the Institution of Chemical Engineers vol 60 no 4 pp222ndash230 1982

[9] A J Hoekstra J J Derksen and H E A Van Den Akker ldquoAnexperimental and numerical study of turbulent swirling flow ingas cyclonesrdquo Chemical Engineering Science vol 54 no 13-14pp 2055ndash2065 1999

[10] B Wang K W Chu and A B Yu ldquoNumerical study ofparticle-fluid flow in a hydrocyclonerdquo Industrial amp EngineeringChemistry Research vol 46 no 13 pp 4695ndash4705 2007

[11] K W Chu B Wang A B Yu and A Vince ldquoCFD-DEMmod-elling of multiphase flow in dense medium cyclonesrdquo PowderTechnology vol 193 no 3 pp 235ndash247 2009

[12] C T Crowe andD T Pratt ldquoAnalysis of the flow field in cycloneseparatorsrdquo Computers amp Fluids vol 2 no 3-4 pp 249ndash2601974

[13] S Movafaghian J A Jaua-Marturet R S Mohan O Shohamand G E Kouba ldquoThe effects of geometry fluid properties andpressure on the hydrodynamics of gas-liquid cylindrical cycloneseparatorsrdquo International Journal ofMultiphase Flow vol 26 no6 pp 999ndash1018 2000

[14] F M Erdal S A Shirazi O Shoham and G E Kouba ldquoCFDsimulation of single-phase and two-phase flow in gas-liquidcylindrical cyclone separatorsrdquo SPE Journal vol 2 no 4 pp436ndash445 1997

[15] J P Minier and O Simonin ldquoA numerical approach of cycloneseparatorsrdquo in Proceedings of the 2nd European Symposium onSeparation of Particles from Gases pp 121ndash136 NurembergGermany March 1992

[16] J Derksen ldquoLES-based separation performance predictions of astairmand cyclonerdquo in Proceedings of the 10th Workshop onTwo-Phase Flow Predictions Martin-Luther-Universitat HallendashWittenberg pp 217ndash226 Halle Germany 2002

[17] F J de Souza and A S Neto ldquoLarge eddy simulations of ahydrocyclonerdquo in Proceedings of the ASME 2002 Joint US-European Fluids Engineering Division Conference pp 559ndash564American Society of Mechanical Engineers Montreal CanadaJuly 2002

[18] R CaoNumerical simulation and structure optimal of columnargas and liquid separator [MS thesis] Daqing Petroleum Insti-tute 2009

International Journal of

AerospaceEngineeringHindawi Publishing Corporationhttpwwwhindawicom Volume 2014

RoboticsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Active and Passive Electronic Components

Control Scienceand Engineering

Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

International Journal of

RotatingMachinery

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporation httpwwwhindawicom

Journal ofEngineeringVolume 2014

Submit your manuscripts athttpwwwhindawicom

VLSI Design

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Shock and Vibration

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Civil EngineeringAdvances in

Acoustics and VibrationAdvances in

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Electrical and Computer Engineering

Journal of

Advances inOptoElectronics

Hindawi Publishing Corporation httpwwwhindawicom

Volume 2014

The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014

SensorsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Modelling amp Simulation in EngineeringHindawi Publishing Corporation httpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Chemical EngineeringInternational Journal of Antennas and

Propagation

International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Navigation and Observation

International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

DistributedSensor Networks

International Journal of

Page 7: Research Article Numerical Simulation on Structure ...downloads.hindawi.com/journals/ijce/2016/3187631.pdf · Research Article Numerical Simulation on Structure Optimization of Liquid-Gas

International Journal of Chemical Engineering 7

507e minus 01482e minus 01457e minus 01431e minus 01406e minus 01380e minus 01355e minus 01330e minus 01304e minus 01279e minus 01254e minus 01228e minus 01203e minus 01178e minus 01152e minus 01127e minus 01101e minus 01761e minus 02507e minus 02254e minus 02000e + 00

(a)

621e minus 01590e minus 01559e minus 01528e minus 01497e minus 01466e minus 01435e minus 01404e minus 01373e minus 01342e minus 01311e minus 01279e minus 01248e minus 01217e minus 01186e minus 01155e minus 01124e minus 01932e minus 02621e minus 02311e minus 02000e + 00

(b)

538e minus 01511e minus 01484e minus 01457e minus 01430e minus 01403e minus 01376e minus 01350e minus 01323e minus 01296e minus 01269e minus 01242e minus 01215e minus 01188e minus 01161e minus 01134e minus 01108e minus 01807e minus 02538e minus 02269e minus 02000e + 00

(c)

Figure 8 The volume fraction of gas with different gas phase outlet diameters (a) 119903119892 = 8mm (b) 119903119892 = 13mm (c) 119903119892 = 18mm

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rg = 8mmrg = 13mm

rg = 18mm

minus8

minus6

minus4

minus2

0

2

4

8

6

Tang

entia

l vel

ocity

(ms

)

Figure 9 Tangential velocity distribution on the cross section of the separator middle position

Radial position (m)

030

035

040

045

050

055

060

Volu

me f

ract

ion

minus0015 minus0010 minus0005 0000 0005 0010 0015

rl = 11mm

rl = 18mmrl = 25mm

Figure 10 The gas volume fraction distribution on the cross section of the gas phase outlet

8 International Journal of Chemical Engineering

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rl = 11mm

rl = 18mmrl = 25mm

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 11 Tangential velocity distribution on the cross section ofthe separator middle position

Radial position (m)minus0015 minus0010 minus0005 0000 0005 0010 0015

RectangularCircular

Volu

me f

ract

ion

030

035

040

045

050

055

060

Figure 12The gas volume fraction distribution on the cross sectionof the gas phase outlet for two-inlet shape

(3) For the shape of the inlet the rectangular inlet ismoresuitable than the circular inlet and the separationefficiency changes from 6645 to 7904

(4) The optimal geometric structure for the cycloneseparator is listed as follows for the rectangular inletthe length and diameter ratio is 440100 the gas phaseoutlet diameter is 13mm and the liquid phase outletdiameter is 18mm At the same time the separationefficiency is 8615

Nomenclature

119863 Dynamic viscosity Pasdots119896 Turbulent kinetic energy

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

RectangularCircular

minus10

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 13 Tangential velocity distribution on the cross section ofthe separator middle position for two-inlet shape

119898 Mass flow rate kgs119901 Static pressure Pa Velocity vector ms120583 Dynamic viscosity Pasdots120588 Density kgm3120601 Pressure-strain correlation120576 Dissipation rate of theturbulent kinetic energy120572 Separation efficiency

Competing Interests

The authors declare that they have no competing interests

References

[1] E G Arato andND Barnes ldquoIn-line free vortex separator usedfor gasliquid separation within a novel two-phase pumpingsystemrdquo in Hydrocyclones pp 377ndash396 Springer AmsterdamThe Netherlands 1992

[2] R F Reydon and W H Gauvin ldquoTheoretical and experimentalstudies of confined vortex flowrdquoTheCanadian Journal of Chem-ical Engineering vol 59 no 1 pp 14ndash23 1981

[3] G E Kouba O Shoham and S Shirazi ldquoDesign and perfor-mance of gas-liquid cylindrical cyclone separatorsrdquo in Proceed-ings of the BHR Group 7th International Meeting on MultiphaseFlow pp 307ndash327 Cannes France June 1995

[4] E Davies and P Watson ldquoMiniaturized separators for offshoreplatformsrdquo in Proceedings of the 1st New Technology for Explo-ration amp Exploitation of Oil and Gas Reserves SymposiumLuxembourg pp 75ndash85 April 1979

[5] L E Gomez R S Mohan O Shoham and G E KoubaldquoEnhanced mechanistic model and field-application design ofgasliquid cylindrical cyclone separatorsrdquo SPE Journal vol 5no 2 pp 190ndash198 2000

[6] I Arpandi A R Joshi O Shoham and G E Kouba ldquoHydro-dynamics of two-phase flow in gas-liquid cylindrical cycloneseparatorsrdquo SPE Journal vol 1 no 4 pp 427ndash436 1996

International Journal of Chemical Engineering 9

[7] R Hreiz R Laine J Wu C Lemaitre C Gentric and DFunfschilling ldquoOn the effect of the nozzle design on theperformances of gas-liquid cylindrical cyclone separatorsrdquoInternational Journal ofMultiphase Flow vol 58 pp 15ndash26 2014

[8] F Boysan W H Ayers and J Swithenbank ldquoA fundamentalmathematical modelling approach to cyclone designrdquo Transac-tions of the Institution of Chemical Engineers vol 60 no 4 pp222ndash230 1982

[9] A J Hoekstra J J Derksen and H E A Van Den Akker ldquoAnexperimental and numerical study of turbulent swirling flow ingas cyclonesrdquo Chemical Engineering Science vol 54 no 13-14pp 2055ndash2065 1999

[10] B Wang K W Chu and A B Yu ldquoNumerical study ofparticle-fluid flow in a hydrocyclonerdquo Industrial amp EngineeringChemistry Research vol 46 no 13 pp 4695ndash4705 2007

[11] K W Chu B Wang A B Yu and A Vince ldquoCFD-DEMmod-elling of multiphase flow in dense medium cyclonesrdquo PowderTechnology vol 193 no 3 pp 235ndash247 2009

[12] C T Crowe andD T Pratt ldquoAnalysis of the flow field in cycloneseparatorsrdquo Computers amp Fluids vol 2 no 3-4 pp 249ndash2601974

[13] S Movafaghian J A Jaua-Marturet R S Mohan O Shohamand G E Kouba ldquoThe effects of geometry fluid properties andpressure on the hydrodynamics of gas-liquid cylindrical cycloneseparatorsrdquo International Journal ofMultiphase Flow vol 26 no6 pp 999ndash1018 2000

[14] F M Erdal S A Shirazi O Shoham and G E Kouba ldquoCFDsimulation of single-phase and two-phase flow in gas-liquidcylindrical cyclone separatorsrdquo SPE Journal vol 2 no 4 pp436ndash445 1997

[15] J P Minier and O Simonin ldquoA numerical approach of cycloneseparatorsrdquo in Proceedings of the 2nd European Symposium onSeparation of Particles from Gases pp 121ndash136 NurembergGermany March 1992

[16] J Derksen ldquoLES-based separation performance predictions of astairmand cyclonerdquo in Proceedings of the 10th Workshop onTwo-Phase Flow Predictions Martin-Luther-Universitat HallendashWittenberg pp 217ndash226 Halle Germany 2002

[17] F J de Souza and A S Neto ldquoLarge eddy simulations of ahydrocyclonerdquo in Proceedings of the ASME 2002 Joint US-European Fluids Engineering Division Conference pp 559ndash564American Society of Mechanical Engineers Montreal CanadaJuly 2002

[18] R CaoNumerical simulation and structure optimal of columnargas and liquid separator [MS thesis] Daqing Petroleum Insti-tute 2009

International Journal of

AerospaceEngineeringHindawi Publishing Corporationhttpwwwhindawicom Volume 2014

RoboticsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Active and Passive Electronic Components

Control Scienceand Engineering

Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

International Journal of

RotatingMachinery

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporation httpwwwhindawicom

Journal ofEngineeringVolume 2014

Submit your manuscripts athttpwwwhindawicom

VLSI Design

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Shock and Vibration

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Civil EngineeringAdvances in

Acoustics and VibrationAdvances in

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Electrical and Computer Engineering

Journal of

Advances inOptoElectronics

Hindawi Publishing Corporation httpwwwhindawicom

Volume 2014

The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014

SensorsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Modelling amp Simulation in EngineeringHindawi Publishing Corporation httpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Chemical EngineeringInternational Journal of Antennas and

Propagation

International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Navigation and Observation

International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

DistributedSensor Networks

International Journal of

Page 8: Research Article Numerical Simulation on Structure ...downloads.hindawi.com/journals/ijce/2016/3187631.pdf · Research Article Numerical Simulation on Structure Optimization of Liquid-Gas

8 International Journal of Chemical Engineering

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

rl = 11mm

rl = 18mmrl = 25mm

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 11 Tangential velocity distribution on the cross section ofthe separator middle position

Radial position (m)minus0015 minus0010 minus0005 0000 0005 0010 0015

RectangularCircular

Volu

me f

ract

ion

030

035

040

045

050

055

060

Figure 12The gas volume fraction distribution on the cross sectionof the gas phase outlet for two-inlet shape

(3) For the shape of the inlet the rectangular inlet ismoresuitable than the circular inlet and the separationefficiency changes from 6645 to 7904

(4) The optimal geometric structure for the cycloneseparator is listed as follows for the rectangular inletthe length and diameter ratio is 440100 the gas phaseoutlet diameter is 13mm and the liquid phase outletdiameter is 18mm At the same time the separationefficiency is 8615

Nomenclature

119863 Dynamic viscosity Pasdots119896 Turbulent kinetic energy

minus005minus004minus003minus002minus001 000 001 002 003 004 005

Radial position (m)

RectangularCircular

minus10

minus8

minus6

minus4

minus2

0

2

4

6

8

Tang

entia

l vel

ocity

(ms

)

Figure 13 Tangential velocity distribution on the cross section ofthe separator middle position for two-inlet shape

119898 Mass flow rate kgs119901 Static pressure Pa Velocity vector ms120583 Dynamic viscosity Pasdots120588 Density kgm3120601 Pressure-strain correlation120576 Dissipation rate of theturbulent kinetic energy120572 Separation efficiency

Competing Interests

The authors declare that they have no competing interests

References

[1] E G Arato andND Barnes ldquoIn-line free vortex separator usedfor gasliquid separation within a novel two-phase pumpingsystemrdquo in Hydrocyclones pp 377ndash396 Springer AmsterdamThe Netherlands 1992

[2] R F Reydon and W H Gauvin ldquoTheoretical and experimentalstudies of confined vortex flowrdquoTheCanadian Journal of Chem-ical Engineering vol 59 no 1 pp 14ndash23 1981

[3] G E Kouba O Shoham and S Shirazi ldquoDesign and perfor-mance of gas-liquid cylindrical cyclone separatorsrdquo in Proceed-ings of the BHR Group 7th International Meeting on MultiphaseFlow pp 307ndash327 Cannes France June 1995

[4] E Davies and P Watson ldquoMiniaturized separators for offshoreplatformsrdquo in Proceedings of the 1st New Technology for Explo-ration amp Exploitation of Oil and Gas Reserves SymposiumLuxembourg pp 75ndash85 April 1979

[5] L E Gomez R S Mohan O Shoham and G E KoubaldquoEnhanced mechanistic model and field-application design ofgasliquid cylindrical cyclone separatorsrdquo SPE Journal vol 5no 2 pp 190ndash198 2000

[6] I Arpandi A R Joshi O Shoham and G E Kouba ldquoHydro-dynamics of two-phase flow in gas-liquid cylindrical cycloneseparatorsrdquo SPE Journal vol 1 no 4 pp 427ndash436 1996

International Journal of Chemical Engineering 9

[7] R Hreiz R Laine J Wu C Lemaitre C Gentric and DFunfschilling ldquoOn the effect of the nozzle design on theperformances of gas-liquid cylindrical cyclone separatorsrdquoInternational Journal ofMultiphase Flow vol 58 pp 15ndash26 2014

[8] F Boysan W H Ayers and J Swithenbank ldquoA fundamentalmathematical modelling approach to cyclone designrdquo Transac-tions of the Institution of Chemical Engineers vol 60 no 4 pp222ndash230 1982

[9] A J Hoekstra J J Derksen and H E A Van Den Akker ldquoAnexperimental and numerical study of turbulent swirling flow ingas cyclonesrdquo Chemical Engineering Science vol 54 no 13-14pp 2055ndash2065 1999

[10] B Wang K W Chu and A B Yu ldquoNumerical study ofparticle-fluid flow in a hydrocyclonerdquo Industrial amp EngineeringChemistry Research vol 46 no 13 pp 4695ndash4705 2007

[11] K W Chu B Wang A B Yu and A Vince ldquoCFD-DEMmod-elling of multiphase flow in dense medium cyclonesrdquo PowderTechnology vol 193 no 3 pp 235ndash247 2009

[12] C T Crowe andD T Pratt ldquoAnalysis of the flow field in cycloneseparatorsrdquo Computers amp Fluids vol 2 no 3-4 pp 249ndash2601974

[13] S Movafaghian J A Jaua-Marturet R S Mohan O Shohamand G E Kouba ldquoThe effects of geometry fluid properties andpressure on the hydrodynamics of gas-liquid cylindrical cycloneseparatorsrdquo International Journal ofMultiphase Flow vol 26 no6 pp 999ndash1018 2000

[14] F M Erdal S A Shirazi O Shoham and G E Kouba ldquoCFDsimulation of single-phase and two-phase flow in gas-liquidcylindrical cyclone separatorsrdquo SPE Journal vol 2 no 4 pp436ndash445 1997

[15] J P Minier and O Simonin ldquoA numerical approach of cycloneseparatorsrdquo in Proceedings of the 2nd European Symposium onSeparation of Particles from Gases pp 121ndash136 NurembergGermany March 1992

[16] J Derksen ldquoLES-based separation performance predictions of astairmand cyclonerdquo in Proceedings of the 10th Workshop onTwo-Phase Flow Predictions Martin-Luther-Universitat HallendashWittenberg pp 217ndash226 Halle Germany 2002

[17] F J de Souza and A S Neto ldquoLarge eddy simulations of ahydrocyclonerdquo in Proceedings of the ASME 2002 Joint US-European Fluids Engineering Division Conference pp 559ndash564American Society of Mechanical Engineers Montreal CanadaJuly 2002

[18] R CaoNumerical simulation and structure optimal of columnargas and liquid separator [MS thesis] Daqing Petroleum Insti-tute 2009

International Journal of

AerospaceEngineeringHindawi Publishing Corporationhttpwwwhindawicom Volume 2014

RoboticsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Active and Passive Electronic Components

Control Scienceand Engineering

Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

International Journal of

RotatingMachinery

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporation httpwwwhindawicom

Journal ofEngineeringVolume 2014

Submit your manuscripts athttpwwwhindawicom

VLSI Design

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Shock and Vibration

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Civil EngineeringAdvances in

Acoustics and VibrationAdvances in

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Electrical and Computer Engineering

Journal of

Advances inOptoElectronics

Hindawi Publishing Corporation httpwwwhindawicom

Volume 2014

The Scientific World JournalHindawi Publishing Corporation httpwwwhindawicom Volume 2014

SensorsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Modelling amp Simulation in EngineeringHindawi Publishing Corporation httpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Chemical EngineeringInternational Journal of Antennas and

Propagation

International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Navigation and Observation

International Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

DistributedSensor Networks

International Journal of

Page 9: Research Article Numerical Simulation on Structure ...downloads.hindawi.com/journals/ijce/2016/3187631.pdf · Research Article Numerical Simulation on Structure Optimization of Liquid-Gas

International Journal of Chemical Engineering 9

[7] R Hreiz R Laine J Wu C Lemaitre C Gentric and DFunfschilling ldquoOn the effect of the nozzle design on theperformances of gas-liquid cylindrical cyclone separatorsrdquoInternational Journal ofMultiphase Flow vol 58 pp 15ndash26 2014

[8] F Boysan W H Ayers and J Swithenbank ldquoA fundamentalmathematical modelling approach to cyclone designrdquo Transac-tions of the Institution of Chemical Engineers vol 60 no 4 pp222ndash230 1982

[9] A J Hoekstra J J Derksen and H E A Van Den Akker ldquoAnexperimental and numerical study of turbulent swirling flow ingas cyclonesrdquo Chemical Engineering Science vol 54 no 13-14pp 2055ndash2065 1999

[10] B Wang K W Chu and A B Yu ldquoNumerical study ofparticle-fluid flow in a hydrocyclonerdquo Industrial amp EngineeringChemistry Research vol 46 no 13 pp 4695ndash4705 2007

[11] K W Chu B Wang A B Yu and A Vince ldquoCFD-DEMmod-elling of multiphase flow in dense medium cyclonesrdquo PowderTechnology vol 193 no 3 pp 235ndash247 2009

[12] C T Crowe andD T Pratt ldquoAnalysis of the flow field in cycloneseparatorsrdquo Computers amp Fluids vol 2 no 3-4 pp 249ndash2601974

[13] S Movafaghian J A Jaua-Marturet R S Mohan O Shohamand G E Kouba ldquoThe effects of geometry fluid properties andpressure on the hydrodynamics of gas-liquid cylindrical cycloneseparatorsrdquo International Journal ofMultiphase Flow vol 26 no6 pp 999ndash1018 2000

[14] F M Erdal S A Shirazi O Shoham and G E Kouba ldquoCFDsimulation of single-phase and two-phase flow in gas-liquidcylindrical cyclone separatorsrdquo SPE Journal vol 2 no 4 pp436ndash445 1997

[15] J P Minier and O Simonin ldquoA numerical approach of cycloneseparatorsrdquo in Proceedings of the 2nd European Symposium onSeparation of Particles from Gases pp 121ndash136 NurembergGermany March 1992

[16] J Derksen ldquoLES-based separation performance predictions of astairmand cyclonerdquo in Proceedings of the 10th Workshop onTwo-Phase Flow Predictions Martin-Luther-Universitat HallendashWittenberg pp 217ndash226 Halle Germany 2002

[17] F J de Souza and A S Neto ldquoLarge eddy simulations of ahydrocyclonerdquo in Proceedings of the ASME 2002 Joint US-European Fluids Engineering Division Conference pp 559ndash564American Society of Mechanical Engineers Montreal CanadaJuly 2002

[18] R CaoNumerical simulation and structure optimal of columnargas and liquid separator [MS thesis] Daqing Petroleum Insti-tute 2009

International Journal of

AerospaceEngineeringHindawi Publishing Corporationhttpwwwhindawicom Volume 2014

RoboticsJournal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Active and Passive Electronic Components

Control Scienceand Engineering

Journal of

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

International Journal of

RotatingMachinery

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporation httpwwwhindawicom

Journal ofEngineeringVolume 2014

Submit your manuscripts athttpwwwhindawicom

VLSI Design

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

Shock and Vibration

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Hindawi Publishing Corporationhttpwwwhindawicom Volume 2014

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