• <tr id="yyy80"></tr>
  • <sup id="yyy80"></sup>
  • <tfoot id="yyy80"><noscript id="yyy80"></noscript></tfoot>
  • 99热精品在线国产_美女午夜性视频免费_国产精品国产高清国产av_av欧美777_自拍偷自拍亚洲精品老妇_亚洲熟女精品中文字幕_www日本黄色视频网_国产精品野战在线观看 ?

    Enhancement of fine particle filtration with efficient humidification☆

    2016-05-29 02:10:31YumeiZhangWeidongZhangZhengyuYangJuntengLiuFushenYangNingLiLeDu

    Yumei Zhang,Weidong Zhang*,Zhengyu Yang,Junteng Liu,Fushen Yang,Ning Li,Le Du*

    The State Key Laboratory of Chemical Resource Engineering,Beijing Key Laboratory of Membrane Science and Technology,Beijing University of Chemical Technology,Beijing 100029,China

    1.Introduction

    Fine particles as a major air pollutanthave received worldwide attention in recent years[1].Filtration offers many advantages over fine particles removal,in which bag filters have played an important role due to their excellent dust collection capabilities[2,3].In filtration processes,pressure drop of dust cake is dominant in efficiency and economy.

    The dust removal arises as the dust-gas mixture passes through the filter media,whereby a dust cake is built up on the filter media.The pressure drop caused by the deposition of dust particles on the filter medium increases with the increasing thickness of dust cake.The increase of pressure drop during filtration is of significant importance because it determines the regeneration frequency of the filter and consequently affects the lifetime of the filter bag.As soon as a defined maximumpressure drop is reached,a regeneration ofthe filtermedium is indispensable.Dust cakes should be detached using widely employed mechanical shock with pulse jet air,and thus the filter could get recovered to its initial state[4,5].Therefore,as the frequency of cleaning increases due to the fast increase in pressure drop,replacement cost is increased due to the higher probability of mechanical damages to the filter bag.

    The pressure drop on the surface of the filter medium depends on the structure of dust cake,of which a high porosity is favorable for low pressure drops.Schmidt[6,7]found that the structure depended on the particle size distribution,particle charge,adhesive and cohesive properties of the particles composing dust cakes.St?cklmayer and H? flinger[8]used a 2-dimensional computer simulation model for filtration and showed that the pressure drop increased with a compressible dust cake.Earlier studies have shown that the adhesion characteristics of particles have a great in fluence on the dust cake structure[9-11].For instance,Jeon and Jung[12]used a simulation to investigate the compression behavior of dust cakes and results clearly showed that adhesion,friction,and compression forces acting on a particle played a major role in determining the porosity ofdustcakes.A dustcake composed ofsticky particles is likely to have a loose structure and consequently a high porosity,whereas less sticky particles result in a dust cake with a dense structure and a low porosity.

    Several attempts have been made to increase the adhesion characteristics of particles for the loose-structured dust cake including adjustments of electrostatic force and van der Waals force of the particles[13,14].Butmostofthem are based on simulation,and the experimentalintensification was also insufficient due to the long-range forces ranging from only 10-9N to 10-7N for fine particles[15],so that they have little effects on the structures of dust cake and thus the filtration process.

    Liquid bridge force,forming from capillary condensation when particles are in a dynamic equilibrium with vapor,has recently gained attention and was investigated in particle packing processes[16].For fine particles,the liquid bridge force can be adjusted in a wide range from 0 to 10-6N[17].However,it remains challenging to uniformly introduce into the particles and most studies were performed in experiment[18,19].Herein,we present one of the first attempts to experimentally introduce liquid bridge into particle removal systems to reduce the pressure drop and intensify filtration process.Upon effective humidification,ultra fine water droplets are uniformly dispersed into air to increase the relative humidity and the vapor pressure,so that the ultra fine water droplets could be combined with particles.

    In this work,a novel technique for introducing liquid bridge to enhance the efficiency of filtration based on effective humidification was developed.Two strategies for introducing liquid bridge were investigated,including:(1)ultrasonic atomization,a state-of-the-art technique thatcan generate ultra fine droplets;and(2)steamhumidification(controlling of ambient humidity),a pretreatment technique that makes particles sticky.The in fluences of operating conditions on the pressure drop and the dust cakes structure were experimentally investigated.The structures of the dust cakes were characterized,and the pressure drop and mass loading during filtration were also investigated.

    2.Experimental

    2.1.Experimental material

    Talcum powder used as the dust particles was provided by GUOLI Talcpowder Co.,Beijing,China.The key parameters and the size distributions of the talcum powder are shown in Table 1 and Fig.1.

    Table 1 Key parameters of talcum particles

    Fig.1.Size distributions of the talcum particles.

    2.2.Experimental procedure

    The experimental setup mainly composing of a dust generator,a filtrating chamber,an electric ultrasonic atomizer,a water bath,a pressure drop gauge,and a particle counter is schematically illustrated in Fig.2.The gas was dried after drawn into the pipeline.Dust-laden gas was generated when the dry gas passed through a vessel containing a mass of talcum powder.Then the gas mixed with dust that entered into the filtrating chamber,where a hydrophobic polytetra fluoroethylene(PTFE)membrane with nonwoven fiber as the support was employed as the filter medium.For humidification,two different strategies were used,including:(1)ultrasonic atomization,and(2)steam humidification.

    (1)In the procedure for ultrasonic atomization,the water bath(No.10 in Fig.2)and the confined cabinet(No.10 in Fig.2)were notused.The fluidized particles passed through the electric ultrasonic atomizer where the water droplets were generated.The droplets were injected at 90 s after the filtration started,to prevent the filter medium being wetted by these droplets at the beginning of filtration.

    (2)In the procedure for steam humidification,the ultrasonic atomizer(No.6 in Fig.2)was notused.Before filtration,the particles were in contactwith wetted gas under varying ambienthumidity for6-8 h and then were fluidized for filtration experiment.

    Both the aims were to introduce liquid bridge force.After the steps that were mentioned previously,dust was retained on the surface of the medium and the dust cake was formed,as soon as the fluidized particles passed through the filter medium.The pressure drop across the dustcake and the filter medium was measured.At the outlet,the particle counter was used to detect fine particles that passed through the filter medium.

    The concentration of particles,which increased with the increasing of the gas flow rate,was determined by the volume flux of the gas passing through the vessel.The mass concentration of the droplets in the filter could be adjusted by the power of electric ultrasonic atomizer or the water bath.The pressure drop across the dust cake and the filter medium were measured and recorded.All the experiments were performed at a gas flow rate of about 0.03 m·s-1,which was a typical high flow rate for gas filtration.

    To observe the microstructure of dust cakes using scanning electron microscopy(SEM),fastening of dust cake is necessary due to the crumbly feature.Zhang et al.[20]have successfully fastened the structure of dust cake with adhesive compound.The adhesive compound was injected into the dust cake,and then the dust cake was held on for 5 h to be made fastened.Then the dust cake should be cut and polished so that the structure could be observed.But this method required long time and plenty of adhesive compound.In this study,sodium carboxymethylcellulose was mixed with the particles in the vessel at a dosage of 5 wt%.As the dust cake formed,the sodium carboxymethylcellulose was also retained in the cake on the surface of the filter medium.After the dust cake was wetted by the droplets,the sodium carboxymethylcellulose could act as the adhesive,and then the fastened cake was suitable for observation.

    2.3.Analytical methods

    A laser particle counter(CLJ-E,SZSYJHSB Co.,China)was used to measure the particle size distributions and the concentration of particles at the outlet of the filtrating chamber.The laser particle counter has 6 channels,and the size range was 0.3-10μmin aerodynamic diameter.The dustcake samples were taken from the surface ofthe filtermedium,and were observed using a scanning electron microscopy.

    2.3.1.Concentration of particles

    The concentration of particles was given by weighing method,and can be calculated by

    where Cpis the concentration ofparticles,mpis the mass of the particles retained on the surface ofthe filter medium,Q is the totalvolume flux of the gas in the filtrating chamber,and ttfis the total filtration time.Because the retaining efficiency of particles could be almost 100%as mentioned previously,the mass of the emitted particles was then neglected.In this study,the concentration of particles was controlled at about 5.36 g·m-3.

    Fig.2.Schematic diagram of experimental system.1—Air compressor;2—Gas flowmeter-1#;3—Dust generator;4—Mixing chamber;5—Gas flowmeter-2#;6—Ultrasonic atomizer;7—Dust collector;8—PTFE membrane;9—Digital differential-pressure device;10—Water bath;11—Particle counter;12—Computer;13—Con fined cabinet.

    2.3.2.Mass loading

    Mass loading is one of the vital parameters indicating the properties of the filter.During filtration,mass loading can be calculated by

    where MLis the mass loading,tfis the filtration time,and A is the filtration area.The increase of pressure drop is the result of mass loading,which also increases with filtration time.The maximum mass loading is not only related to filtration time and concentration of particles,but also concerned with the properties of particles.

    3.Results and Discussion

    3.1.Exploratory experiment of humidification

    A series of experiments was performed to measure the pressure drop during filtration.The variations of pressure drop with filtration time and mass loading were determined.A slow increase of pressure drop could be achieved upon conditions of humidification.

    Fig.3 showsthe corresponding pressure drop asthe dustcake forming on the surface ofthe filtermedium.In the case ofhumidification,the pressure drop was significantly decreased,as shown in Fig.3(a).At the same pressure drop,the mass loading is obviously larger than that without humidification,as shown in Fig.3(b).Filtration time is then extended until the pressure drop reached 1.0 kPa,which is normally the critical point for regeneration of the filter.The results indicate that liquid bridge force was successfully introduced by humidifying.The collisions between particles and droplets occurred,and then the collisions resulted in the increase of between particles,which was also equivalent to the increase of adhesion force.Then the dust cake composed of larger particles could have a loose structure,which resulted in low pressure drop through the dust cake.

    According to L.Bocquet's study[21],the liquid force could be controlled by adjusting humidity and then be accurately quantified by the measurement of the repose angle of the particle systems.In this study,a rapid increase of liquid bridge occurred when the relative humidity was about 40%(water content of 10.3 g·m-2),at which liquid bridges were formed at low water content and thus affecting the process.

    The frequency of regeneration of the filter could be reduced by 55%with the ultrasonic atomization,while the controlling of ambient humidity could lead to a 78%reduction in regeneration frequency.Upon the steam humidification,a more obvious reduction was achieved.This is because steam humidification could uniformly introduce the liquid bridge and could increase the porosity of filtercake.Butfor ultrasonic atomization,it is dificult to uniformly disperse the droplets in to fluidized particles,and some droplets were agglomerated into large ones.Therefore,not all the particles were wetted and less liquid bridges formed between the particles,resulting in the less loose structure.

    Fig.3.Effects of humidification on pressure drop and mass loading during filtration.

    In addition,the pressure drop increases linearly with the filtration time and mass loading,which agrees well with generally known experimental results[8].Because the number of the particles depositing on the surface of the filter medium was constant,and the average porosity of the dust cake formed on the surface of the filter medium is nearly constant.

    3.2.Structure characterization of dust cakes

    3.2.1.Top surface of dust cakes

    SEM results of dust cakes forming without humidification and with humidification are respectively illustrated in Figs.4 and 5.Obviously,the top surface of dust cake formed without humidification is smooth and compact(Fig.4).As the liquid bridge introduced,there were dendrites growing on the top surface of the dust cake,and then the cake is loose and has a high porosity.This is because the improvement of adhesion force made the dust cake loose and incompressible,and thus dendrites could efficiently grow on top surface of dust cakes.

    Compared with the ultrasonic atomization,the dendriteswere higher and the dust cake has a looser structure upon the steam humidification.Because when the agglomerated droplets mixed with particles,the excessive water would cause a “muddy”effect,the formation of dendritic structure on the surface was hindered.With the more compacted structure,pressure drop was thus rapidly increased,as mentioned previously(Fig.3).

    This phenomenon ofdendrites on the top surface was also noticed in some simulations,in which it is explained as a result of the increasing adhesion force[22-25].Without the great adhesion force,dust cakes would be compressible,and the dendrites would also be destroyed.Upon the formation of porous and loose structure,the growth of dendrites could efficiently increase the permeability across the dust cake,in which case the pressure drop was also deceased.

    The dendrites on the surface of dust cakes can be also regarded as a network that is insensitive to compression with increased adhesion force between particles.When the dust-laden gas passes through dust cake,a great quantity of particles could be trapped by the dendrites.In the meantime,the dendrites will grow with the trapping of particles.

    3.2.2.Fracture surface of dust cakes

    Fig.6 shows SEM results of the fracture surfaces of dust cakes.Similar to the results of the top surface morphology,a dust cake with dendrites was formed in the case of humidification and has a loose structure with a high porosity.The relation between dust cake structure and pressure drop can be explained by the Kozeny equation

    where K is the Kozeny constant;εis the cake porosity;μis the gas viscosity;u is the filtration super ficial velocity;Δp is the pressure drop;L is the average thickness ofthe cake,and dpis the dustparticulate diameter.According to Eq.(3),a thick dust cake is considered to have a structure of higher porosity at the same pressure drop.In the case of humidification,the dust cake has a loose structure and is rugged top layer of which is incompressible.The results could adequately explain the decrease of pressure drop with increasing of the cake porosity(Fig.3).

    During filtration,compression movements,which are dominant in determining the filtration property,often take place due to the pressure drop across dust cake.To demonstrate the compression phenomena in dust filtration,St?cklmayer and H? flinger[8]proposed to divide the dust cake into three layers of different structures from top to bottom:a loose,incompressible layer on top,a compressible layer,and a compressed,incompressible layer.

    In our experiments,the dust cake could be divided into two layers:including a dendritic layer,where the compression movements never take place;and a compressed layer,which is nearly incompressible.In general,the dust cake formed without humidification consists of only one layer,the compressed layer.The major resistance of dust-laden gas passing through the dust cake comes from the compressed layer,while the pressure on the dendritic layer is negligible.This is because the porosity of dendritic layer is much higher than compressed layer.In anotherword,the pressure drop acrossthe dustcake is mainly determined by the compressed layer.

    The difference between dust cakes formed by ultrasonic and steam humidification could also be explained with this compression theory.At the beginning of filtration,there are no droplets injected in the filtration chamber before a thin compressed cake layer forming on the filter medium.Withoutthe thin cake layer,some fine droplets would cohere to form large droplets and clog the hole in the filtermedium atthe beginning.And then,with droplet addition,the dendritic layer on the compressed layer arises from cohesion and deposition of fine particles.When the dustladen gas passes through the dust cake,some particles are trapped by the dendrites on top surface of dust cake,and the other particles deposit on the compressed layer.When agglomerated droplets are introduced by ultrasonic atomization and thus large particles collide with dendrites,the dendritic layer is damaged and the compression occurs.Then the thickness of dust cake increases correspondingly,resulting a faster increase of pressure drop than that in the case of the steam humidification.

    3.3.In fluence of humidification on filtration

    3.3.1.Effects on pressure drop and mass loading

    In filtration processes with humidification,droplet-to-particle ratio is an important operating parameter that can in fluence pressure drop.For ultrasonic atomization,droplet-to-particle ratio is calculated based on the amount of atomized water;for steam humidification,the ratio is based on the calculation of the ambient humidity and the volume of the confined cabinet.

    Fig.4.Top surface of dust cake formed without humidification.Filtration time:600 s.

    Fig.5.Top surface of dust cake formed with humidification.(a,b)ultrasonic atomization, filtration time:600 s;(c,d)steam humidification, filtration time:600 s.

    Fig.6.Fracture surface of dust cake with humidification.(a,b)Ultrasonic atomization, filtration time:600 s;(c,d)steam humidification, filtration time:600 s.

    Fig.7.Pressure drop with different droplet-to-particle ratios upon ultrasonic atomization.(a)Time dependency of pressure drop;(b)mass loading dependency of pressure drop.

    In ultrasonic atomization experiment,the pressure drop on the surface ofthe filtermediumvarying with filtration time and mass loading is shown in Fig.7.The pressure drop increases with the increase of filtration time,and droplet-to-particle ratio has a great in fluence on the pressure drop.Upon injection of water droplets at a droplet-toparticle ratio of 1.13,the pressure drop increases more slowly than thatgenerated withouthumidification.Likewise,the pressure drop generated with humidification at a droplet-to-particle ratio of 1.53 increases much more slowly.However,at a droplet-to-particle ratio up to 3.86,the pressure drop increases most rapidly.Some droplets are combined with the particles or volatilized into ambient air,and the excessive droplets passed through the dust cake.Owing to the hydrophobicity of the PTFE filter medium,the excessive droplets were retained between the surface of medium and the bottom of dust cake.As the accumulation of droplets,liquid layers formed,preventing the gas flow passing through the filter medium.Moreover,the bag sticking occurred,in which case the dust cake is full of excessive liquid.As soon as the liquid layerformed,the pressure drop increased rapidly.Because when the increase of pressure drop is effectively slowed down,the frequency of the regeneration can also be decreased.

    In steam humidification experiment,the pressure drop was also measured underdifferentconditions of filtration time and mass loading,asshown in Fig.8.The pressure drop decreasesand the mass loading increases with the increase of the ambient humidity.Compared with the results in Fig.7,under the same pressure drop,a filtration cycle of 2880 s and a mass loading of 720 g·m-2could be achieved at the droplet-to-particle ratio of only 0.0282(water content of the dust cake:0.4%);while the filtration cycle was 1600 s and the mass loading was 552 g·m-2at the ratio of 1.53(water content of the dust cake:26%).Obviously,the steam humidification is more efficient than the ultrasonic atomization.The amount of water was two orders of magnitude less,and the filtration cycle was also longer.Because of the uniform humidifying by controlling ofthe ambient humidity,numerous liquid bridges between particles are produced,increasing the filter cake porosity and leading to the formation of dust cakes with a looser structure.

    3.3.2.Optimization of the droplet-to-particle ratio

    Serial experiments were carried out to investigate the effects of humidification on mass loading.From Fig.(9),one can note that the maximum mass loading varies with the droplet-to-particle ratio.The maximum mass loading is corresponding to the defined maximum pressure drop(1.0 kPa),which means that the filter can retain more dust particles and filtration cycle will become longer.

    In ultrasonic atomization experiment,the maximum mass loading increases gradually from 105 g·m-2to 143 g·m-2at the droplet-toparticle ratio of 0-1.13,as shown in Fig.9(a).With the continuous increase of the droplet-to-particle ratio,the maximum mass loading suddenly increases to 552 g·m-2at the ratio of 1.53,indicating that the water content is about 333.8 g·m-2.This might be caused by the monodispersed fine droplets in the gas and thus the maximum liquid bridges in the particles.After that,the maximum mass loading decreases rapidly to 206 g·m-2atthe ratio of1.53-3.86,and then decreases gradually to 11 g·m-2.Atthis stage,there are excessive droplets accumulating and liquid layerforming on the surface of filtermedium,resulting in bag sticking.

    In steam humidification experiment,the maximum mass loading is larger on the whole,compared with ultrasonic atomization experiments.The maximum value is approximately 720 g·m-2at the droplet-to-particle ratio of 0.0282,indicating that the water content is about19.7 g·m-2,as shown in Fig.9(b).Even at this ratio,which corresponds to the relative humidity larger than 100%,uniform humidifying could also be achieved by controlling of the ambient humidity.Not only are numerous liquid bridges produced,but also they are uniformly distributed in most of the particles.The dust cakes then have a loose structure due to the adhesion effects of particles.

    Fig.8.Pressure drop with different droplet-to-particle ratios upon steam humidification.(a)Time dependency of pressure drop;(b)mass loading dependency of pressure drop.

    Fig.9.The in fluence of droplet-to-particle ratio on the maximum mass loading:(a)ultrasonic atomization;(b)steam humidification.

    In brief,both humidification methods can successfully introduce liquid bridge to the particles and significantly reduce pressure drop during filtration.Upon the control of adding water,the interparticle force was adjusted through the liquid bridge.Uniform liquid bridges can effectively preventparticle sliding which resulta loose cake structure.The steam humidification exhibits better performance due to the uniform humidifying.However,the relation between the packing structure ofdustcake and the liquid bridge still remains unclear,which requires further theoretical research.

    4.Conclusions

    The aim of this study is to develop a novel technique for enhancing the efficiency of filtration based on effective humidification.The experimental results show that the introduction of liquid bridge could ef ficiently slow down the increase of pressure drop during filtration,and the regeneration frequency could be reduced by 50%-78%compared to that of the filtration without humidification.Two strategies,ultrasonic atomization and steam humidification,were used to introduce liquid bridge.The pressure drop and the mass loading during filtration were measured,and the microstructures ofthe dustcakes were characterized.Because of the introduced liquid bridge force,there were dendrites growing on the cake surface and the dustcake also had a loose structure.The steam humidification exhibits better performance due to the uniform humidifying,while the ultrasonic atomization is slightly inferior for the agglomeration ofdroplets and thus hindrance ofthe liquid bridge formation.Furthermore,the amount of water was experimentally optimized.With the droplet-to-particle ratio of 1.53 and 0.0282,the maximum mass loading was 552 g·m-2for the ultrasonic atomization and 720 g·m-2for the steam humidification.Future research is required to reveal the relation between liquid force and particle packing behaviors.

    Nomenclature

    A filtration area,m2

    Cpconcentration of particles,g·m-3

    D talcum particle size,μm

    dpdust particulate diameter,μm

    K Kozeny constant

    L average thickness of dust cake,m

    MLmass loading,g·m-2

    mpmass of the retained particles,g

    Δp pressure drop,kPa

    Q total volume flux of the gas,ml·min-1

    tffiltration time,s

    ttftotal filtration time,s

    u filtration super ficial velocity,m·s-1

    μ gas viscosity,mPa·s

    References

    [1]J.Tao,L.M.Zhang,G.Engling,R.J.Zhang,Y.H.Yang,J.Q.Cao,C.S.Zhu,Q.Y.Wang,L.Luo,Chemical composition of PM2.5in an urban environment in Chengdu,China:Importance of springtime dust storms and biomass burning,Atmos.Res.122(2013)270-283.

    [2]M.Saleem,G.Krammer,Optical in-situ measurement of filter cake height during bag filter plant operation,Powder Technol.173(2007)93-106.

    [3]Y.C.Zhao,Extraction of zinc from electric arc furnace dust by alkaline leaching followed by fusion of the leaching residue with caustic soda,Chin.J.Chem.Eng.12(2004)174-178.

    [4]D.Koch,J.Seville,R.Clift,Dust cake detachment from gas filters,Powder Technol.86(1996)21-29.

    [5]Z.L.Ji,H.Q.Jiao,H.H.Chen,Image analysis on detachmentprocess of dust cake on ceramic candle filter,Chin.J.Chem.Eng.13(2005)178-183.

    [6]E.Schmidt,Experiment Investigation into the compression of dust cakes deposited on filter media,Filtr.Sep.32(1995)789-793.

    [7]E.Schmidt,Theoretical investigations into the compression of dust cakes deposited on filter media,Filtr.Sep.34(1997)365-368.

    [8]C.St?cklmayer,W.H? flinger,Simulation of the filtration behavior of dust filters,Simul.Pract.Theory 6(1998)281-296.

    [9]E.Schmidt,T.Pilz,Raw gas conditioning and other additional techniques for improving surface filter performance,Filtr.Sep.33(1996)409-415.

    [10]K.Morris,R.W.K.Allen,Experiment investigation into the compression of dust cakes deposited on filter media,Filtr.Sep.33(1996)339-342.

    [11]H.C.Chi,Z.L.Ji,D.M.Sun,L.S.Cui,Experimental investigation of dust deposit within ceramic filter medium during filtration-cleaning cycles,Chin.J.Chem.Eng.17(2009)219-225.

    [12]K.J.Jeon,Y.W.Jung,A simulation study on the compression behavior dust cakes,Powder Technol.141(2004)1-11.

    [13]J.P.K.Seville,C.D.Willett,P.C.Knight,Interparticle forces in fluidisation:A review,Powder Technol.113(2000)261-268.

    [14]C.J.Van Oss,M.K.Chaudhury,R.J.Good,Interfacial Lifshitz-van der Waals and polar interactions in macroscopic systems,Chem.Rev.88(1988)927-941.

    [15]N.G.Van Kampen,B.R.A.Nijboer,K.Schram,On the macroscopic theory of van der Waals forces,Phys.Lett.A 26(1968)307-308.

    [16]J.Crassous,L.Bocquet,S.Ciliberto,C.Laroche,Humidity effect on static aging of dry friction,Europhys.Lett.47(1999)562.

    [17]P.A.Kralchevsky,N.D.Denkov,Capillary forces and structuring in layers of colloid particles,Curr.Opin.Colloid Interface 6(2001)383-401.

    [18]N.Stevens,J.Ralston,R.Sedev,The uniform capillary model for packed beds and particle wettability,J.Colloid Interface Sci.337(2009)162-169.

    [19]A.F.Payam,M.Fathipour,A capillary force model for interactions between two spheres,Particuology 9(2011)381-386.

    [20]W.D.Zhang,G.Wang,Y.Q.Ge,J.T.Liu,Z.Y.Yang,Z.Q.Ren,B.Ding,Method for fixing filter cake in bag type dust collector,CN Patent 101912705 B,6 June,2012.

    [21]L.Bocquet,E.Charlaix,S.Ciliberto,J.Crassous,Moisture-induced ageing in granular media and the kinetics of capillary condensation,Nature 396(1998)735-737.

    [22]S.J.R.Simons,Modelling of agglomerating systems:From spheres to fractals,Powder Technol.87(1996)29-41.

    [23]F.X.Fan,L.J.Yang,J.P.Yan,J.J.Bao,X.L.Shen,Experimental investigation on removal of coal- fired fine particles by a condensation scrubber,Chem.Eng.Prog.48(2009)1353-1360.

    [24]L.J.Yang,J.J.Bao,J.P.Yan,J.H.Liu,S.J.Song,F.X.Fan,Removal of fine particles in wet flue gas desulfurization system by heterogeneous condensation,Chem.Eng.J.156(2010)25-32.

    [25]C.F.Yang,Aerosol filtration application using fibrous media—An industrial perspective,Chin.J.Chem.Eng.20(2012)1-9.

    亚洲色图综合在线观看| 热99久久久久精品小说推荐| 国产高清不卡午夜福利| 69精品国产乱码久久久| 中国国产av一级| 夜夜骑夜夜射夜夜干| 久热久热在线精品观看| www.av在线官网国产| 午夜日本视频在线| 国产视频首页在线观看| 国产视频内射| 99国产精品免费福利视频| 18在线观看网站| 啦啦啦在线观看免费高清www| 99九九在线精品视频| 亚洲av不卡在线观看| 91精品一卡2卡3卡4卡| 欧美精品人与动牲交sv欧美| 亚洲精品色激情综合| 国模一区二区三区四区视频| 久久久a久久爽久久v久久| 亚洲av二区三区四区| 精品久久久久久久久亚洲| 国产综合精华液| 韩国av在线不卡| 99久久精品一区二区三区| 国产成人精品久久久久久| 99热国产这里只有精品6| 日本午夜av视频| 在线播放无遮挡| 另类亚洲欧美激情| 国产精品麻豆人妻色哟哟久久| 一区二区日韩欧美中文字幕 | 亚洲精品日韩av片在线观看| 纯流量卡能插随身wifi吗| 成人二区视频| 自线自在国产av| 少妇精品久久久久久久| 美女中出高潮动态图| 热99久久久久精品小说推荐| 国产在线视频一区二区| 九九在线视频观看精品| 亚洲av欧美aⅴ国产| 91aial.com中文字幕在线观看| 亚洲伊人久久精品综合| 亚洲精品国产色婷婷电影| 国产成人a∨麻豆精品| 久久精品夜色国产| 亚洲久久久国产精品| 免费高清在线观看视频在线观看| 最近中文字幕高清免费大全6| 在线观看www视频免费| a级片在线免费高清观看视频| 91午夜精品亚洲一区二区三区| 精品久久国产蜜桃| 人妻系列 视频| 尾随美女入室| 成人手机av| 美女xxoo啪啪120秒动态图| 少妇熟女欧美另类| 亚洲精华国产精华液的使用体验| 日本-黄色视频高清免费观看| 欧美变态另类bdsm刘玥| www.色视频.com| 蜜臀久久99精品久久宅男| 亚洲精品乱久久久久久| 啦啦啦在线观看免费高清www| 亚洲情色 制服丝袜| 天美传媒精品一区二区| 亚洲国产最新在线播放| 老司机亚洲免费影院| 韩国高清视频一区二区三区| 久久久久久久亚洲中文字幕| 亚洲国产精品999| 老司机影院毛片| 亚洲av中文av极速乱| 亚洲av成人精品一二三区| 免费久久久久久久精品成人欧美视频 | 香蕉精品网在线| 亚洲三级黄色毛片| 不卡视频在线观看欧美| 国产精品国产三级专区第一集| 制服人妻中文乱码| 建设人人有责人人尽责人人享有的| a级片在线免费高清观看视频| 街头女战士在线观看网站| 久久综合国产亚洲精品| 欧美成人午夜免费资源| 久久女婷五月综合色啪小说| 九色成人免费人妻av| 国产精品99久久99久久久不卡 | 中国国产av一级| 人妻人人澡人人爽人人| 精品卡一卡二卡四卡免费| 99久久精品国产国产毛片| 免费观看的影片在线观看| 99热全是精品| 成年av动漫网址| 久久婷婷青草| 久久精品人人爽人人爽视色| 交换朋友夫妻互换小说| av福利片在线| 啦啦啦在线观看免费高清www| 大片免费播放器 马上看| 最近的中文字幕免费完整| 久久精品国产鲁丝片午夜精品| 欧美变态另类bdsm刘玥| 国产成人精品久久久久久| 欧美精品一区二区免费开放| 日本vs欧美在线观看视频| 久久久久视频综合| 国产日韩一区二区三区精品不卡 | 美女国产高潮福利片在线看| 伊人久久国产一区二区| 久久久久久久久久成人| 两个人的视频大全免费| 99热网站在线观看| 欧美性感艳星| 美女cb高潮喷水在线观看| 麻豆乱淫一区二区| 亚洲精品一区蜜桃| 国产成人freesex在线| 人人妻人人澡人人爽人人夜夜| 亚洲精品第二区| 亚洲精品一区蜜桃| 午夜视频国产福利| 我的老师免费观看完整版| 日韩大片免费观看网站| 人人澡人人妻人| 高清欧美精品videossex| 丝瓜视频免费看黄片| 国产毛片在线视频| 国产永久视频网站| 日本vs欧美在线观看视频| 国精品久久久久久国模美| 日韩一区二区三区影片| 亚洲精华国产精华液的使用体验| 大话2 男鬼变身卡| 菩萨蛮人人尽说江南好唐韦庄| 国产成人av激情在线播放 | 国产成人aa在线观看| 国产日韩欧美在线精品| 久久久国产精品麻豆| 亚洲精品自拍成人| 日韩大片免费观看网站| 亚洲色图综合在线观看| 人妻系列 视频| 80岁老熟妇乱子伦牲交| 人体艺术视频欧美日本| 男人操女人黄网站| 精品一区在线观看国产| 一区二区三区乱码不卡18| 亚洲精品国产av蜜桃| 99国产精品免费福利视频| 国产永久视频网站| 亚洲国产欧美在线一区| av国产久精品久网站免费入址| 国产69精品久久久久777片| 久久婷婷青草| 夜夜看夜夜爽夜夜摸| 精品久久久久久久久亚洲| av一本久久久久| 免费日韩欧美在线观看| 极品少妇高潮喷水抽搐| 尾随美女入室| 日韩人妻高清精品专区| 亚洲精品乱久久久久久| 国产成人免费无遮挡视频| 久久精品国产亚洲网站| 男人添女人高潮全过程视频| 久久久久久久久久久免费av| 在线观看免费日韩欧美大片 | 美女中出高潮动态图| 美女脱内裤让男人舔精品视频| 你懂的网址亚洲精品在线观看| 日产精品乱码卡一卡2卡三| 国产成人精品婷婷| 精品卡一卡二卡四卡免费| 亚洲精品国产av蜜桃| 亚洲无线观看免费| 久久久亚洲精品成人影院| 最近最新中文字幕免费大全7| 久久久久久久久大av| 黄色毛片三级朝国网站| 黄色毛片三级朝国网站| 久久人人爽人人片av| 久久婷婷青草| av网站免费在线观看视频| 97超视频在线观看视频| 91精品伊人久久大香线蕉| 欧美日韩亚洲高清精品| 国产成人一区二区在线| av.在线天堂| 在线观看免费日韩欧美大片 | 一区二区日韩欧美中文字幕 | 日韩熟女老妇一区二区性免费视频| 国产成人精品无人区| 又粗又硬又长又爽又黄的视频| av不卡在线播放| 成年av动漫网址| 欧美激情极品国产一区二区三区 | av天堂久久9| 韩国高清视频一区二区三区| 免费看不卡的av| 精品人妻偷拍中文字幕| 日韩av免费高清视频| 99久久精品国产国产毛片| videos熟女内射| 99精国产麻豆久久婷婷| 亚洲国产av影院在线观看| 18禁在线无遮挡免费观看视频| 国产精品蜜桃在线观看| 免费看光身美女| 3wmmmm亚洲av在线观看| 亚洲精品久久午夜乱码| 另类精品久久| 久久av网站| 午夜av观看不卡| 观看美女的网站| 国产亚洲一区二区精品| 国产毛片在线视频| 大香蕉久久成人网| 免费大片18禁| 韩国高清视频一区二区三区| 久久国产精品男人的天堂亚洲 | 午夜日本视频在线| 久久人人爽av亚洲精品天堂| 成人二区视频| videosex国产| 99热网站在线观看| 国产亚洲精品久久久com| 青春草视频在线免费观看| 天天躁夜夜躁狠狠久久av| 男女高潮啪啪啪动态图| 青春草国产在线视频| 亚洲,欧美,日韩| av播播在线观看一区| 人人澡人人妻人| 中文字幕亚洲精品专区| 九九在线视频观看精品| 黑人高潮一二区| 简卡轻食公司| 久久av网站| 日韩伦理黄色片| 国产高清有码在线观看视频| 女的被弄到高潮叫床怎么办| 欧美激情国产日韩精品一区| 久久久久精品久久久久真实原创| 美女福利国产在线| av在线老鸭窝| 成人毛片a级毛片在线播放| a级毛片免费高清观看在线播放| 另类精品久久| 欧美激情极品国产一区二区三区 | 男女边吃奶边做爰视频| 国产日韩欧美视频二区| 97超碰精品成人国产| 最黄视频免费看| 丰满少妇做爰视频| 中文字幕久久专区| 亚洲精品aⅴ在线观看| 中文字幕最新亚洲高清| 国产精品国产三级国产专区5o| 在线播放无遮挡| 亚洲精品日韩av片在线观看| 亚洲高清免费不卡视频| 国产免费又黄又爽又色| 亚洲av欧美aⅴ国产| 久久久久人妻精品一区果冻| 美女视频免费永久观看网站| 性高湖久久久久久久久免费观看| 成人国产麻豆网| 18禁在线无遮挡免费观看视频| 丝袜喷水一区| 久久热精品热| 久久人人爽av亚洲精品天堂| 中文字幕免费在线视频6| 欧美最新免费一区二区三区| 成人国语在线视频| 简卡轻食公司| 尾随美女入室| 精品久久久久久久久亚洲| 大片免费播放器 马上看| 在线观看一区二区三区激情| 人成视频在线观看免费观看| 亚洲精品国产色婷婷电影| 国产精品一二三区在线看| 国产成人freesex在线| 我的女老师完整版在线观看| 人妻人人澡人人爽人人| 精品视频人人做人人爽| 国产精品偷伦视频观看了| 亚洲欧美日韩卡通动漫| 乱码一卡2卡4卡精品| 美女大奶头黄色视频| 久久影院123| 18禁观看日本| 精品国产一区二区三区久久久樱花| 一边亲一边摸免费视频| 丰满饥渴人妻一区二区三| www.av在线官网国产| 日本vs欧美在线观看视频| av电影中文网址| av线在线观看网站| 精品酒店卫生间| 国产亚洲午夜精品一区二区久久| 国产精品久久久久久久久免| 在线天堂最新版资源| 91久久精品国产一区二区三区| 国产无遮挡羞羞视频在线观看| 久久久国产精品麻豆| 国产男人的电影天堂91| 狂野欧美白嫩少妇大欣赏| 国产精品99久久久久久久久| 国产欧美日韩综合在线一区二区| 精品卡一卡二卡四卡免费| 成年女人在线观看亚洲视频| 欧美bdsm另类| 亚洲欧美中文字幕日韩二区| 国产精品麻豆人妻色哟哟久久| 18在线观看网站| 亚洲成人手机| 熟妇人妻不卡中文字幕| 在线看a的网站| 久久午夜综合久久蜜桃| 麻豆乱淫一区二区| 午夜福利视频在线观看免费| 国产永久视频网站| 亚洲,一卡二卡三卡| 国产亚洲av片在线观看秒播厂| 一级,二级,三级黄色视频| 午夜福利视频精品| 日韩视频在线欧美| 免费高清在线观看视频在线观看| 久久韩国三级中文字幕| 国产日韩欧美在线精品| 如日韩欧美国产精品一区二区三区 | 极品人妻少妇av视频| 一边摸一边做爽爽视频免费| 肉色欧美久久久久久久蜜桃| 国产亚洲午夜精品一区二区久久| 欧美成人精品欧美一级黄| 免费观看在线日韩| 天堂8中文在线网| 免费黄频网站在线观看国产| 日本与韩国留学比较| 一级毛片我不卡| 精品视频人人做人人爽| av福利片在线| 日韩亚洲欧美综合| 国产毛片在线视频| 九九久久精品国产亚洲av麻豆| 下体分泌物呈黄色| 黄色一级大片看看| 多毛熟女@视频| 中文字幕人妻熟人妻熟丝袜美| 亚洲一区二区三区欧美精品| 亚洲高清免费不卡视频| 考比视频在线观看| 日韩制服骚丝袜av| 青春草国产在线视频| 精品国产露脸久久av麻豆| 久久综合国产亚洲精品| 免费少妇av软件| 制服诱惑二区| 国产 精品1| 国产免费现黄频在线看| 久久久精品94久久精品| 亚洲精品中文字幕在线视频| 午夜福利网站1000一区二区三区| 黄色毛片三级朝国网站| 一级毛片aaaaaa免费看小| 久久久久精品久久久久真实原创| 久久精品夜色国产| 国产精品久久久久久久电影| 久久青草综合色| 成年女人在线观看亚洲视频| 一区二区av电影网| 精品人妻熟女av久视频| 少妇高潮的动态图| 激情五月婷婷亚洲| 香蕉精品网在线| 天天躁夜夜躁狠狠久久av| 99九九在线精品视频| 亚洲精品美女久久av网站| av免费在线看不卡| 狂野欧美白嫩少妇大欣赏| 欧美日韩综合久久久久久| 欧美精品国产亚洲| 欧美成人午夜免费资源| 久久久午夜欧美精品| 性色avwww在线观看| 一本一本久久a久久精品综合妖精 国产伦在线观看视频一区 | 午夜激情福利司机影院| 考比视频在线观看| 亚洲综合色惰| 久久精品国产亚洲网站| 狠狠婷婷综合久久久久久88av| 久久青草综合色| 男人添女人高潮全过程视频| 国产伦精品一区二区三区视频9| 黄色视频在线播放观看不卡| 最近中文字幕2019免费版| av天堂久久9| 国产高清三级在线| 午夜av观看不卡| 欧美精品亚洲一区二区| 一级毛片黄色毛片免费观看视频| 人人妻人人添人人爽欧美一区卜| 中文字幕人妻熟人妻熟丝袜美| 男人操女人黄网站| 精品人妻熟女av久视频| 人人妻人人澡人人爽人人夜夜| 色视频在线一区二区三区| 久久狼人影院| 美女主播在线视频| 国产成人aa在线观看| 狠狠婷婷综合久久久久久88av| 色视频在线一区二区三区| 日韩电影二区| 婷婷色综合大香蕉| 久久人人爽人人片av| 高清黄色对白视频在线免费看| 丝袜美足系列| 日韩,欧美,国产一区二区三区| 国产国拍精品亚洲av在线观看| 99久久人妻综合| 欧美人与性动交α欧美精品济南到 | av线在线观看网站| av播播在线观看一区| 国产精品久久久久久精品电影小说| 日韩熟女老妇一区二区性免费视频| 久久久久人妻精品一区果冻| 精品一区二区三卡| 亚洲国产av影院在线观看| 亚洲精品第二区| 男女免费视频国产| 美女内射精品一级片tv| 久久亚洲国产成人精品v| 国产精品人妻久久久影院| 中文字幕亚洲精品专区| 欧美日韩成人在线一区二区| 大香蕉97超碰在线| 欧美日本中文国产一区发布| 亚洲欧洲精品一区二区精品久久久 | 午夜老司机福利剧场| 大话2 男鬼变身卡| 国产一区二区在线观看av| 性色av一级| 母亲3免费完整高清在线观看 | av有码第一页| 9色porny在线观看| 99久久精品一区二区三区| 日韩大片免费观看网站| 成年av动漫网址| 欧美日韩视频精品一区| 三级国产精品片| 18在线观看网站| 成年人午夜在线观看视频| 久久av网站| 黑人猛操日本美女一级片| 国产成人精品一,二区| 极品人妻少妇av视频| 999精品在线视频| 超色免费av| 亚洲欧美一区二区三区国产| 成年美女黄网站色视频大全免费 | 久久精品人人爽人人爽视色| 亚洲,一卡二卡三卡| 99国产精品免费福利视频| 成人漫画全彩无遮挡| 亚洲国产精品999| 性高湖久久久久久久久免费观看| 在线天堂最新版资源| 午夜91福利影院| 久久久国产精品麻豆| 91久久精品国产一区二区成人| 亚洲在久久综合| 观看美女的网站| 欧美激情极品国产一区二区三区 | 中文字幕av电影在线播放| 久久久久久久久久成人| av一本久久久久| 国产精品国产av在线观看| 免费久久久久久久精品成人欧美视频 | 成人综合一区亚洲| 日韩精品有码人妻一区| 妹子高潮喷水视频| 欧美日韩成人在线一区二区| 国产乱来视频区| av在线观看视频网站免费| 欧美xxxx性猛交bbbb| 午夜福利网站1000一区二区三区| av不卡在线播放| 一级毛片黄色毛片免费观看视频| 99久久综合免费| 精品酒店卫生间| 亚洲精品av麻豆狂野| 久久精品国产亚洲av涩爱| 美女xxoo啪啪120秒动态图| 另类亚洲欧美激情| 男女高潮啪啪啪动态图| 久久久精品免费免费高清| 午夜激情久久久久久久| 久久国产精品男人的天堂亚洲 | 亚洲国产精品专区欧美| 亚洲精品乱码久久久v下载方式| av播播在线观看一区| 最近手机中文字幕大全| 国产av码专区亚洲av| 国模一区二区三区四区视频| videosex国产| av卡一久久| 国产在线免费精品| av在线播放精品| 黄色一级大片看看| 久久97久久精品| 女人久久www免费人成看片| 一区二区三区四区激情视频| 国产成人精品福利久久| 中文字幕av电影在线播放| 九草在线视频观看| 嫩草影院入口| 伦理电影大哥的女人| 久久综合国产亚洲精品| 99re6热这里在线精品视频| av在线播放精品| 女人久久www免费人成看片| 91精品国产国语对白视频| 亚洲精品美女久久av网站| 91在线精品国自产拍蜜月| 伊人久久精品亚洲午夜| 亚洲欧美日韩卡通动漫| 性高湖久久久久久久久免费观看| 精品少妇内射三级| 国产av精品麻豆| 一本一本综合久久| 人成视频在线观看免费观看| 国产成人aa在线观看| 只有这里有精品99| 亚洲精品中文字幕在线视频| 少妇被粗大猛烈的视频| av线在线观看网站| 七月丁香在线播放| 欧美一级a爱片免费观看看| 国产亚洲午夜精品一区二区久久| 考比视频在线观看| 中国国产av一级| 91精品三级在线观看| 久久青草综合色| 久久精品人人爽人人爽视色| 18禁在线无遮挡免费观看视频| 免费观看av网站的网址| 一本一本综合久久| 男的添女的下面高潮视频| 少妇人妻精品综合一区二区| 国产黄频视频在线观看| 天堂俺去俺来也www色官网| 91aial.com中文字幕在线观看| 香蕉精品网在线| 极品人妻少妇av视频| tube8黄色片| 国产精品三级大全| 亚洲无线观看免费| 国产av国产精品国产| 成人亚洲精品一区在线观看| 美女内射精品一级片tv| 免费观看在线日韩| 人妻少妇偷人精品九色| 亚洲精品自拍成人| 999精品在线视频| 又大又黄又爽视频免费| videos熟女内射| 少妇的逼好多水| 熟女av电影| 久久97久久精品| 九九在线视频观看精品| 美女国产高潮福利片在线看| 国产极品天堂在线| 香蕉精品网在线| 女人精品久久久久毛片| 久久狼人影院| 亚洲av电影在线观看一区二区三区| 色5月婷婷丁香| 卡戴珊不雅视频在线播放| 亚洲成色77777| 老司机影院成人| 国产极品天堂在线| 久久久久久久国产电影| 十分钟在线观看高清视频www| 黄色欧美视频在线观看| 精品一区在线观看国产| 精品少妇黑人巨大在线播放| 少妇猛男粗大的猛烈进出视频| 免费观看av网站的网址| 国产黄色视频一区二区在线观看| 一区二区三区精品91| 蜜桃久久精品国产亚洲av| 一本—道久久a久久精品蜜桃钙片| 一区二区日韩欧美中文字幕 | 十分钟在线观看高清视频www| av专区在线播放| 久久综合国产亚洲精品| 久久久国产精品麻豆| 成年人午夜在线观看视频| 黄片无遮挡物在线观看| 国产精品蜜桃在线观看| 成人国语在线视频| 亚洲精品久久成人aⅴ小说 | 特大巨黑吊av在线直播| 日韩大片免费观看网站| 国产又色又爽无遮挡免| 中文字幕av电影在线播放| 久久青草综合色| 国产精品久久久久久久电影|