Investigation of Surfactant-Membrane Interaction Using Molecular Dynamics Simulation with Umbrella Sampling

被引:22
作者
Ma, Yunqiao [1 ,2 ,3 ]
Velioglu, Sadiye [4 ]
Trinh, Thein An [1 ,2 ]
Wang, Rong [2 ,5 ]
Chew, Jia Wei [1 ,2 ]
机构
[1] Nanyang Technol Univ, Sch Chem & Biomed Engn, Singapore 637459, Singapore
[2] Nanyang Technol Univ, Singapore Membrane Technol Ctr, Nanyang Environm & Water Res Inst, Singapore 637141, Singapore
[3] Nanyang Technol Univ, Grad Coll, Interdisciplinary Grad Programme, Singapore 637335, Singapore
[4] Gebze Tech Univ, Inst Nanotechnol, TR-41400 Kocaeli, Turkey
[5] Nanyang Technol Univ, Sch Civil & Environm Engn, Singapore 639798, Singapore
来源
ACS ES&T ENGINEERING | 2021年 / 1卷 / 10期
关键词
surfactant; membrane filtration; flux enhancement; molecular dynamics simulation; potential of mean force; BOVINE SERUM-ALBUMIN; WATER-TREATMENT; NANOFILTRATION MEMBRANES; PERMEATE FLUX; OIL-EMULSIONS; FORCE-FIELD; ULTRAFILTRATION; ADSORPTION; ENERGY; MICROFILTRATION;
D O I
10.1021/acsestengg.1c00262
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Membranes are effective for removing oil emulsions in oily wastewater treatments, which is important for environmental remediation as well as recovery of oil for economic benefits. Surfactants play a critical role in stabilizing the oil emulsions, but their effects on the inevitable membrane fouling phenomena remain poorly understood. The focus here is the interesting flux enhancement relative to water conferred by the cationic cetyltrimethylammonium bromide (CTAB) surfactant. Molecular dynamics simulations were performed to understand the interactions between three different surfactants and a hydrophilic polyvinylidene fluoride (PVDF) surface. Unbiased MD simulations quantify the surfactant-water, surfactant-membrane, and water-membrane interactions, but none appears well-correlated to the relative flux trends due to the interplay of all three interactions. To account for all interactions concurrently, umbrella sampling was performed to obtain the potential of mean force (PMF) curves. The adsorption of all three surfactants is driven by enthalpy (rather than entropy), and CTAB was found to have the most attractive binding free energy, smallest equilibrium distance, and looser water network near the PVDF surface, which are tied to the experimental observation of flux enhancement and highest retention. The Angstrom-scale results here reveal the need to consider all the interactions simultaneously rather than separately to fully account for mechanisms underlying membrane fouling by surfactants.
引用
收藏
页码:1470 / 1480
页数:11
相关论文
共 73 条
[1]   CROSS-FLOW MICROFILTRATION BEHAVIOR OF A DOUBLE-CHAIN CATIONIC SURFACTANT DISPERSION IN WATER .1. THE EFFECT OF PROCESS AND MEMBRANE-CHARACTERISTICS ON PERMEATE FLUX AND SURFACTANT REJECTION [J].
AKAY, G ;
WAKEMAN, RJ .
CHEMICAL ENGINEERING SCIENCE, 1994, 49 (02) :271-283
[2]   MECHANISMS OF PERMEATE FLUX DECAY, SOLUTE REJECTION AND CONCENTRATION POLARIZATION IN CROSS-FLOW FILTRATION OF A DOUBLE-CHAIN IONIC SURFACTANT DISPERSION [J].
AKAY, G ;
WAKEMAN, RJ .
JOURNAL OF MEMBRANE SCIENCE, 1994, 88 (2-3) :177-195
[3]   THE MISSING TERM IN EFFECTIVE PAIR POTENTIALS [J].
BERENDSEN, HJC ;
GRIGERA, JR ;
STRAATSMA, TP .
JOURNAL OF PHYSICAL CHEMISTRY, 1987, 91 (24) :6269-6271
[4]   Surfactant fouling of nanofiltration membranes: Measurements and mechanisms [J].
Boussu, Katleen ;
Kindts, Celine ;
Vandecasteele, Carlo ;
Van der Bruggen, Bart .
CHEMPHYSCHEM, 2007, 8 (12) :1836-1845
[5]   Assessing short-range membrane-colloid interactions using surface energetics [J].
Brant, JA ;
Childress, AE .
JOURNAL OF MEMBRANE SCIENCE, 2002, 203 (1-2) :257-273
[6]  
Braun Efrem, 2019, Living J Comput Mol Sci, V1, DOI 10.33011/livecoms.1.1.5957
[7]   Molecular Dynamics Simulation of Ethylene/Hexene Copolymer Adsorption onto Graphene: New Insight into Thermal Gradient Interaction Chromatography [J].
Brunel, Fabrice ;
Boyron, Olivier ;
Clement, Arnaud ;
Boisson, Christophe .
MACROMOLECULAR CHEMISTRY AND PHYSICS, 2019, 220 (08)
[8]  
Butt H.-J., 2003, PHYS CHEM INTERFACES, P42, DOI 10.1002/ 3527602313. ch4
[9]   The behavior of suspensions and macromolecular solutions in crossflow microfiltration: An update [J].
Chew, Jia Wei ;
Kilduff, James ;
Belfort, Georges .
JOURNAL OF MEMBRANE SCIENCE, 2020, 601
[10]   Open-source molecular modeling software in chemical engineering focusing on the Molecular Simulation Design Framework [J].
Cummings, Peter T. ;
McCabe, Clare ;
Iacovella, Christopher R. ;
Ledeczi, Akos ;
Jankowski, Eric ;
Jayaraman, Arthi ;
Palmer, Jeremy C. ;
Maginn, Edward J. ;
Glotzer, Sharon C. ;
Anderson, Joshua A. ;
Ilja Siepmann, J. ;
Potoff, Jeffrey ;
Matsumoto, Ray A. ;
Gilmer, Justin B. ;
DeFever, Ryan S. ;
Singh, Ramanish ;
Crawford, Brad .
AICHE JOURNAL, 2021, 67 (03)