多孔膜过滤的颗粒输移模型研究现状及展望

秦兰兰; 黄海鸥

doi:10.13205/j.hjgc.202107006

多孔膜过滤的颗粒输移模型研究现状及展望

doi: 10.13205/j.hjgc.202107006

秦兰兰,
黄海鸥^,

北京师范大学环境学院, 北京 100875

基金项目:

国家自然科学基金面上项目（51778055）

详细信息

作者简介:
秦兰兰,女,博士,主要研究方向为多孔膜过滤机理。qinlanlanbnu@163.com

通讯作者:
黄海鸥,男,教授,主要研究方向为饮用水处理技术。huanghaiou@bnu.edu.cn

计量
- 文章访问数: 88
- HTML全文浏览量: 18
- PDF下载量: 3
- 被引次数: 0
出版历程
- 收稿日期: 2021-01-28
- 网络出版日期: 2022-01-18

RECENT RESEARCH ADVANCES AND FUTURE PROSPECT OF PARTICLE TRANSPORT MODELS FOR POROUS MEMBRANE FILTRATION

QIN Lan-lan,
HUANG Hai-ou^,

School of Environment, Beijing Normal University, Beijing 100875, China

摘要

摘要: 多孔膜过滤应用于水处理时，进水中的颗粒物可能会在膜表面吸附，使水流通道逐步缩小甚至完全堵塞，造成严重膜污染。因此，重点关注了水体颗粒物在多孔膜过滤系统中传质所引发的多层吸附和通道阻塞现象，并对描述污染过程的数值模型进行了综述。按照模拟尺度，现有模型可分为宏观、介观和微观模型3类。由于膜污染是颗粒-水流、颗粒-膜表面和颗粒-颗粒3种作用相互竞争的结果，因此完备的颗粒输移模型需要能够同时详细描述这3种相互作用。然而对于实际膜法水处理系统，现有模型还难以达到要求。据此，对未来膜污染模型和实验验证工作的发展需求作了简要概述，以期为水厂膜污染的控制提供参考。
- 水处理 /
- 多孔膜 /
- 过滤 /
- 颗粒输移模型
Abstract: During the application of porous membrane filtration to water treatment, particles in the feedwater can adsorb onto membrane surfaces and cause pore constriction or even blockage, resulting in severe membrane fouling. In this paper, studies pertaining to numerical models for the fouling process were systematically reviewed, with special focuses on the simulation of multilayer adsorption and the resultant pore constriction by waterborne particles. Generally, current models could be classified into three categories:macroscopic, mesoscopic and microscopic. Because membrane fouling involved the competitions between particle-fluid, particle-surface and particle-particle interactions, a suitable model should provide a detailed and simultaneous description of these interactions; this was currently difficult for realistic membrane filtration systems. Based upon these findings, this paper further outlined future prospect in developing and experimental validating numerical models for particulate membrane fouling. Advances in this field would better instruct water treatment plants to control membrane fouling.
- water treatment /
- porous membrane /
- filtration /
- particle transport model

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参考文献(48)

[1]	HOWE K J,CLARK M M.Fouling of microfiltration and ultrafiltration membranes by natural waters[J].Environmental Science & Technology,2002,36(16):3571-3576.
[2]	GUO W S,NGO H H,LI J X.A mini-review on membrane fouling[J].Bioresource Technology,2012,122:27-34.
[3]	HENRY C,MINIER J P,LEFEVRE G.Towards a description of particulate fouling:from single particle deposition to clogging[J].Advances in Colloid and Interface Science,2012,185/186:34-76.
[4]	CAI Y,SCHWARTZ D K.Single-nanoparticle tracking reveals mechanisms of membrane fouling[J].Journal of Membrane Science,2018,563:888-895.
[5]	CHEN X D,WANG Z,LIU D Y,et al.Role of adsorption in combined membrane fouling by biopolymers coexisting with inorganic particles[J].Chemosphere,2018,191:226-234.
[6]	TRINH T A,LI W Y,CHEW J W.Internal fouling during microfiltration with foulants of different surface charges[J].Journal of Membrane Science,2020,602:117983.
[7]	MA B W,WU G Z,LI W J,et al.Roles of membrane-foulant and inter/intrafoulant species interaction forces in combined fouling of an ultrafiltration membrane[J].Science of The Total Environment,2019,652:19-26.
[8]	JUNG S Y,AHN K H.Transport and deposition of colloidal particles on a patterned membrane surface:effect of cross-flow velocity and the size ratio of particle to surface pattern[J].Journal of Membrane Science,2019,572:309-319.
[9]	TIAN J Y,ERNST M,CUI F Y,et al.Correlations of relevant membrane foulants with UF membrane fouling in different waters[J].Water Research,2013,47(3):1218-1228.
[10]	CHEN F,PELDSZUS S,PEIRIS R H,et al.Pilot-scale investigation of drinking water ultrafiltration membrane fouling rates using advanced data analysis techniques[J].Water Research,2014,48:508-518.
[11]	YANG J X,VEDANTAM S,SPANJERS H,et al.Analysis of mass transfer characteristics in a tubular membrane using CFD modeling[J].Water Research,2012,46(15):4705-4712.
[12]	TROFA M,D'AVINO G,SICIGNANO L,et al.CFD-DEM simulations of particulate fouling in microchannels[J].Chemical Engineering Journal,2019,358:91-100.
[13]	MA Y Q,ZYDNEY A L,CHEW J W.Membrane fouling by lysozyme:effect of local interaction[J].AIChE Journal,2021:e17212.
[14]	LI W D,SU X,PALAZZOLO A,et al.Numerical modeling of concentration polarization and inorganic fouling growth in the pressure-driven membrane filtration process[J].Journal of Membrane Science,2019,569:71-82.
[15]	ADAMCZYK Z,DABROS T,CZARNECKI J,et al.Particle transfer to solid-surfaces[J].Advances in Colloid and Interface Science,1983,19(3):183-252.
[16]	BACCHIN P,SI-HASSEN D,STAROV V,et al.A unifying model for concentration polarization,gel-layer formation and particle deposition in cross-flow membrane filtration of colloidal suspensions[J].Chemical Engineering Science,2002,57(1):77-91.
[17]	KUHNEN F,BARMETTLER K,BHATTACHARJEE S,et al.Transport of iron oxide colloids in packed quartz sand media:monolayer and multilayer deposition[J].Journal of Colloid and Interface Science,2000,231(1):32-41.
[18]	PAIPURI M,KIM S H,HASSAN O,et al.Numerical modelling of concentration polarisation and cake formation in membrane filtration processes[J].Desalination,2015,365:151-159.
[19]	UPPU A,CHAUDHURI A,DAS S P.Numerical modeling of particulate fouling and cake-enhanced concentration polarization in roto-dynamic reverse osmosis filtration systems[J].Desalination,2019,468:114053.
[20]	SCHAUSBERGER P,NORAZMAN N,LI H,et al.Simulation of protein ultrafiltration using CFD:comparison of concentration polarisation and fouling effects with filtration and protein adsorption experiments[J].Journal of Membrane Science,2009,337(1/2):1-8.
[21]	LIU X F,WANG Y,SHI Y R,et al.CFD modelling of uneven flows behaviour in flat-sheet membrane bioreactors:from bubble generation to shear stress distribution[J].Journal of Membrane Science,2019,570:146-155.
[22]	YANG M,YU D W,LIU M M,et al.Optimization of MBR hydrodynamics for cake layer fouling control through CFD simulation and RSM design[J].Bioresource Technology,2017,227:102-111.
[23]	CUI Z,WANG J,ZHANG H W,et al.Investigation of backwashing effectiveness in membrane bioreactor (MBR) based on different membrane fouling stages[J].Bioresource Technology,2018,269:355-362.
[24]	SHAN L L,FAN H W,GUO H X,et al.Natural organic matter fouling behaviors on superwetting nanofiltration membranes[J].Water Research,2016,93:121-132.
[25]	HOEK E M V,AGARWAL G K.Extended DLVO interactions between spherical particles and rough surfaces[J].Journal of Colloid and Interface Science,2006,298(1):50-58.
[26]	LIU J X,HUANG T Y,JI R B,et al.Stochastic collision-attachment-based Monte Carlo simulation of colloidal fouling:transition from foulant-clean-membrane interaction to foulant-fouled-membrane interaction[J].Environmental Science & Technology,2020,54(19):12703-12712.
[27]	YU Z J,CHU H Q,XIAO S Z,et al.Simulation of cake layer topography in heterotrophic microalgae harvesting based on interface modified diffusion-limited-aggregation (IMDLA) and its implications for membrane fouling control[J].Journal of Membrane Science,2021,620:118837.
[28]	KIM A S,LIU Y.Critical flux of hard sphere suspensions in crossflow filtration:hydrodynamic force bias Monte Carlo simulations[J].Journal of Membrane Science,2008,323(1):67-76.
[29]	CHEN Y B,HU X Y,KIM H.Monte Carlo simulation of pore blocking phenomena in cross-flow microfiltration[J].Water Research,2011,45(20):6789-6797.
[30]	KIM M M,ZYDNEY A L.Particle-particle interactions during normal flow filtration:model simulations[J].Chemical Engineering Science,2005,60(15):4073-4082.
[31]	KIM M M,ZYDNEY A L.Theoretical analysis of particle trajectories and sieving in a two-dimensional cross-flow filtration system[J].Journal of Membrane Science,2006,281(1/2):666-675.
[32]	BORZECKA N H,KOZLOWSKA I,GAC J M,et al.Anti-fouling properties of poly(acrylic acid) grafted ultrafiltration membranes-experimental and theoretical study[J].Applied Surface Science,2020,506:144658.
[33]	BREWER D D,TSAPATSIS M,KUMAR S.Dynamics of surface structure evolution in colloidal adsorption:charge patterning and polydispersity[J].The Journal of Chemical Physics,2010,133(3):034709.
[34]	KATIYAR P,PATRA T K,SINGH J K,et al.Understanding adsorption behavior of silica nanoparticles over a cellulose surface in an aqueous medium[J].Chemical Engineering Science,2016,141:293-303.
[35]	ANTOSIEWICZ J M,DLUGOSZ M.Constant-pH Brownian dynamics simulations of a protein near a charged surface[J].ACS Omega,2020,5(46):30282-30298.
[36]	ALVAREZ-RAMIREZ J,DAGDUG L,INZUNZA L,et al.Asymmetrical diffusion across a porous medium-homogeneous fluid interface[J].Physica A:Statistical Mechanics and its Applications,2014,407:24-32.
[37]	MARRUFO-HERNANDEZ N A,HERNANDEZ-GUERRERO M,NAPOLES-DUARTE J M,et al.Prediction of the filtrate particle size distribution from the pore size distribution in membrane filtration:numerical correlations from computer simulations[J].AIP Advances,2018,8(3):035308.
[38]	ILERI N,LETANT S E,PALAZOGLU A,et al.Mesoscale simulations of biomolecular transport through nanofilters with tapered and cylindrical geometries[J].Physical Chemistry Chemical Physics,2012,14(43):15066-15077.
[39]	PAN W,TARTAKOVSKY A M.Dissipative particle dynamics model for colloid transport in porous media[J].Advances in Water Resources,2013,58:41-48.
[40]	GUO J Y,LI X J,LIU Y,et al.Flow-induced translocation of polymers through a fluidic channel:a dissipative particle dynamics simulation study[J].The Journal of Chemical Physics,2011,134(13):134906.
[41]	TANG Y H,LEDIEU E,CERVELLERE M R,et al.Formation of polyethersulfone membranes via nonsolvent induced phase separation process from dissipative particle dynamics simulations[J].Journal of Membrane Science,2020,599:117826.
[42]	HUANG X,WANG W P,ZHENG Z,et al.Dissipative particle dynamics study and experimental verification on the pore morphologies and diffusivity of the poly (4-methyl-1-pentene)-diluent system via thermally induced phase separation:the effect of diluent and polymer concentration[J].Journal of Membrane Science,2016,514:487-500.
[43]	MYAT D T,STEWART M B,MERGEN M,et al.Experimental and computational investigations of the interactions between model organic compounds and subsequent membrane fouling[J].Water Research,2014,48:108-118.
[44]	SHAIKH A R,KARKHANECHI H,YOSHIOKA T,et al.Adsorption of Bovine Serum Albumin on poly(vinylidene fluoride) surfaces in the presence of ions:a molecular dynamics simulation[J].The Journal of Physical Chemistry B,2018,122(6):1919-1928.
[45]	STEWART M B,MYAT D T,KUIPER M,et al.A structural basis for the amphiphilic character of alginates-Implications for membrane fouling[J].Carbohydrate Polymers,2017,164:162-169.
[46]	ISHIGAMI T,FUSE H,ASAO S,et al.Permeation of dispersed particles through a pore and transmernbrane pressure behavior in dead-end constant-flux microfiltration by two-dimensional direct numerical simulation[J].Industrial & Engineering Chemistry Research,2013,52(12):4650-4659.
[47]	LOHAUS J,PEREZ Y M,WESSLING M.What are the microscopic events of colloidal membrane fouling?[J].Journal of Membrane Science,2018,553:90-98.
[48]	LOHAUS J,STOCKMEIER F,SURRAY P,et al.What are the microscopic events during membrane backwashing?[J].Journal of Membrane Science,2020,602:117886.