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Concentration Polarization in Membrane Systems 膜系统中的浓度极化
IF 2 Q4 CHEMISTRY, PHYSICAL Pub Date : 2024-10-27 DOI: 10.1134/S2517751624600390
P. Yu. Apel, P. M. Biesheuvel, O. V. Bobreshova, I. L. Borisov, V. I. Vasil’eva, V. V. Volkov, E. A. Grushevenko, V. V. Nikonenko, A. V. Parshina, N. D. Pismenskaya, I. I. Ryzhkov, M. V. Sharafan, A. B. Yaroslavtsev

The phenomenon of concentration polarization (CP) in membrane systems refers to the emergence of concentration gradients in solution near the membrane surface due to the selective transport of some solution components through the membrane under the effect of transmembrane driving forces. CP accompanies all types of membrane processes, changing transport conditions and reducing efficiency of separation processes: in most cases, the total transport rate decreases, the energy consumption increases, and the selectivity of the transport process is lost. This review addresses general regularities and specific features of the CP phenomenon in electrodialysis, reverse osmosis, nanofiltration, ultrafiltration, and pervaporation processes, as well as membrane sensing systems and fuel cells. Fundamentals of the CP phenomenon and experimental methods for its investigation are discussed.

膜系统中的浓度极化(CP)现象是指在跨膜驱动力的作用下,某些溶液成分通过膜进行选择性传输,从而在膜表面附近的溶液中出现浓度梯度。CP 伴随着所有类型的膜过程,改变了传输条件,降低了分离过程的效率:在大多数情况下,总传输速率降低,能量消耗增加,传输过程的选择性丧失。本综述阐述了 CP 现象在电渗析、反渗透、纳滤、超滤和渗透过程以及膜传感系统和燃料电池中的一般规律和具体特征。文章讨论了 CP 现象的基本原理和研究 CP 现象的实验方法。
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引用次数: 0
Modification of Track-Etched Polyethylene Terephthalate Membranes with Functionalized Silanes for Immobilizing Silver Nanoparticles 用功能化硅烷改性痕蚀聚对苯二甲酸乙二醇酯膜以固定银纳米粒子
IF 2 Q4 CHEMISTRY, PHYSICAL Pub Date : 2024-10-27 DOI: 10.1134/S2517751624600298
I. N. Fadeikina, E. V. Andreev, K. N. Grin’, A. N. Nechaev

The work is devoted to the fabrication of hybrid track-etched polyethylene terephthalate membranes with immobilized silver nanoparticles exhibiting the effect of surface-enhanced Raman scattering. Track-etched membranes were modified with 3-aminopropyltriethoxysilane and 3-mercaptopropyltriethoxysilane using anchor groups based on hydrated forms of aluminum and subsequent immobilization of silver nanoparticles. The resulting track-etched membranes were studied using energy-dispersive X-ray spectroscopy, and the zeta potential of the surface of membrane samples was determined at each modification stage. The presence of silver nanoparticles on the surface of the track-etched membranes was confirmed by scanning electron microscopy, ultraviolet–visible absorption spectroscopy, and surface-enhanced Raman spectroscopy using the test substance 4-aminothiophenol. The proposed approach will help to create sensors based on hybrid track-etched membranes with the possibility of selective sample concentration and further detection of a wide range of substances using surface-enhanced Raman spectroscopy.

这项研究致力于制造具有表面增强拉曼散射效应的固定银纳米粒子的混合履带蚀刻聚对苯二甲酸乙二醇酯膜。利用基于铝水合物形式的锚基,用 3-aminopropyltriethoxysilane 和 3-mercaptopropyltriethoxysilane 对履带蚀刻膜进行改性,然后固定银纳米粒子。使用能量色散 X 射线光谱法研究了所得到的跟踪蚀刻膜,并测定了每个改性阶段膜样品表面的 zeta 电位。通过扫描电子显微镜、紫外-可见吸收光谱和表面增强拉曼光谱(使用测试物质 4-氨基苯硫酚),确认了纳米银颗粒在履带蚀刻膜表面的存在。所提出的方法将有助于创建基于混合履带蚀刻膜的传感器,该传感器可以选择性地浓缩样品,并利用表面增强拉曼光谱进一步检测多种物质。
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引用次数: 0
Characterization of New Experimental Materials for Hemodialysis Membranes and Simulation of Urea Dialysis Process with Their Use 血液透析膜新实验材料的特性及其使用的尿素透析过程模拟
IF 2 Q4 CHEMISTRY, PHYSICAL Pub Date : 2024-10-27 DOI: 10.1134/S2517751624600286
A. E. Kozmai, M. V. Porozhnyy, V. V. Gil, D. S. Lopatin, A. V. Rodichenko, I. V. Voroshilov, V. V. Nikonenko

The acute shortage of hemodialysis cartridges in Russia, resulting from restrictions imposed by the European Union on the supply of high-tech equipment, has necessitated the development of domestically produced, cost-effective, and efficient hemodialysis membranes. In this study, experimental membranes based on polysulfone were developed and characterized. The effects of different pore-forming agents, polyethylene glycol and polyvinylpyrrolidone, on the structure and transport properties of the membranes have been compared. A non-steady state one-dimensional mathematical model of urea dialysis was proposed, with a key feature being the consideration of the membrane’s microheterogeneous structure. A comparison of the modeling results with experimental data on the time-dependent urea concentration in the dialysate compartment of the dialysis system indicates that the model accurately describes the system under study. A theoretical evaluation of the efficiency of the developed membrane material under conditions relevant to the hemodialysis process has been conducted, along with a comparison of urea removal performance with Nephral ST hemodialysis cartridges from Baxter, a company with a significant presence in the global market. The results have shown that the polysulfone-based membrane produced using polyvinylpyrrolidone demonstrates performance slightly inferior to that of commercially available cartridges, highlighting its potential for use in the production of hollow fiber membranes for hemodialysis cartridges.

由于欧盟对高科技设备的供应施加了限制,俄罗斯的血液透析滤芯严重短缺,因此有必要开发国产的、经济高效的血液透析膜。本研究开发并鉴定了基于聚砜的实验膜。比较了不同的成孔剂(聚乙二醇和聚乙烯吡咯烷酮)对膜的结构和传输特性的影响。提出了尿素透析的非稳态一维数学模型,其主要特点是考虑了膜的微异构结构。将建模结果与透析系统透析液区随时间变化的尿素浓度实验数据进行比较后发现,该模型准确地描述了所研究的系统。我们对所开发的膜材料在血液透析过程相关条件下的效率进行了理论评估,并将其与在全球市场上占有重要地位的百特公司生产的 Nephral ST 血液透析滤芯的尿素去除性能进行了比较。结果表明,使用聚乙烯吡咯烷酮生产的聚砜基膜的性能略逊于市场上销售的血液透析滤芯,这凸显了它在生产血液透析滤芯用中空纤维膜方面的应用潜力。
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引用次数: 0
Effect of Nature and Charge of Counterions and Co-Ions on Electrotransport Properties of Heterogeneous Anion Exchange Membranes 反离子和辅离子的性质和电荷对异质阴离子交换膜电迁移特性的影响
IF 2 Q4 CHEMISTRY, PHYSICAL Pub Date : 2024-10-27 DOI: 10.1134/S2517751624600274
N. V. Loza, N. A. Kutenko

A comprehensive characterization of heterogeneous anion exchange MA-40 and MA-41 membranes, differing in the nature of functional groups and the ion-exchange capacity (3.32 and 1.41 mmol/gdry, respectively), was carried out. The MA-40 membrane contains low basic secondary and tertiary amino groups, while the MA-41 membrane contains predominantly quaternary ammonium bases. Concentration dependences of conductivity and diffusion permeability, current-voltage curves were obtained, and the transport-structural parameters of a microheterogeneous model of membrane in solutions of different natures (salts and acids) containing singly and doubly charged cations and anions (sodium and calcium chlorides, sodium sulfate and sulfuric acid) were determined. The effect of counterions and co-ions on the electrotransport properties of the studied membranes was revealed; it was shown that changes in their properties are determined not only by the nature of the electrolyte but also by the value of the ion-exchange capacity of the samples, as well as the nature of their functional groups.

对异质阴离子交换 MA-40 和 MA-41 膜进行了全面鉴定,这两种膜在官能团性质和离子交换能力(分别为 3.32 和 1.41 mmol/gdry)方面存在差异。MA-40 膜含有低碱性的二级和三级氨基,而 MA-41 膜主要含有季铵碱。获得了电导率和扩散渗透率的浓度依赖性以及电流-电压曲线,并确定了微异质膜模型在含有单、双电荷阳离子和阴离子(氯化钠和氯化钙、硫酸钠和硫酸)的不同性质溶液(盐和酸)中的传输结构参数。研究揭示了反离子和共阴离子对所研究膜的电传输特性的影响;研究表明,膜特性的变化不仅取决于电解质的性质,还取决于样品的离子交换能力值及其官能团的性质。
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引用次数: 0
Selective Extraction of Lithium Cations from Mixture of Alkali Metal Chlorides Using Electrobaromembrane Process 利用电霸膜工艺从碱金属氯化物混合物中选择性提取锂阳离子
IF 2 Q4 CHEMISTRY, PHYSICAL Pub Date : 2024-10-27 DOI: 10.1134/S2517751624600304
D. Yu. Butylskii, V. A. Troitskiy, N. V. Smirnova, N. D. Pismenskaya, P. Yu. Apel, I. V. Blonskaya, V. V. Nikonenko

The problem of low-reagent separation of Na+, K+, and Li+ cations is becoming increasingly important in connection with the search for new technologies for the extraction of lithium from brines and the recovery of this valuable element from already used energy sources. This paper presents the results of testing the electrobaromembrane process, in which the gradients of the electric field and pressure field are directed in opposite directions. The experiments were carried out in a laboratory flow cell, the desalting and concentration chambers of which are separated by a track-etched membrane and limited by MA-41 anion-exchange membranes. The working area of each membrane is 30 cm2. The processed solution contains 70, 75, and 55 mmol/L of LiCl, KCl, and NaCl, respectively. It has been shown that at a current density of 11.7 mA/cm2 and a pressure difference of 0.20 bar in the desalting circuit, it is possible to ensure an accumulation rate of Li+ cations equal to 0.05 mol/(m2 h), and a rate of loss of Na+ and K+ cations from this circuit, equal to –0.09 and –0.25 mol/(m2 h), respectively. Factors that can influence the efficiency of separation of Li+ and Na+, K+ are considered.

在寻找从卤水中提取锂的新技术以及从已使用的能源中回收这种宝贵元素的过程中,Na+、K+和Li+阳离子的低试剂分离问题变得越来越重要。本文介绍了电高压膜工艺的测试结果,在该工艺中,电场和压力场的梯度方向相反。实验是在实验室流动池中进行的,其中的脱盐室和浓缩室由履带式蚀刻膜隔开,并由 MA-41 阴离子交换膜限制。每个膜的工作面积为 30 平方厘米。处理过的溶液分别含有 70、75 和 55 mmol/L 的氯化锂、氯化钾和氯化钠。实验表明,在电流密度为 11.7 mA/cm2 和脱盐回路压差为 0.20 巴的条件下,可以确保 Li+阳离子的累积率为 0.05 摩尔/(平方米小时),而 Na+和 K+阳离子从该回路中的损失率分别为-0.09 摩尔/(平方米小时)和-0.25 摩尔/(平方米小时)。考虑了可能影响 Li+ 和 Na+、K+ 分离效率的因素。
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引用次数: 0
Comparison of Homogeneous Anion-Exchange Membrane Based on Copolymer of N,N-Diallyl-N,N-dimethylammonium Chloride and Commercial Anion-Exchange Membranes in Electrodialysis Processing of Dilute Sodium Chloride Solutions 基于 N,N-二烯丙基-N,N-二甲基氯化铵共聚物的均相阴离子交换膜与商用阴离子交换膜在稀氯化钠溶液电渗析处理中的比较
IF 2 Q4 CHEMISTRY, PHYSICAL Pub Date : 2024-10-27 DOI: 10.1134/S2517751624600407
D. A. Bondarev, A. A. Samoilenko, S. S. Mel’nikov

This study investigates the electrodialysis processing of a dilute sodium chloride solution using commercial anion-exchange membranes—heterogeneous MA-41, homogeneous Neosepta AMX, and an experimental homogeneous membrane MA-1. The rate of desalination and the limiting current value for the examined anion-exchange membranes increase in the order of MA-41, MA-1, AMX. It has been found that for commercial membranes, the desalination process under a constant potential difference across the membrane is accompanied by a transition to an overlimiting state and the development of coupled effects of concentration polarization. For the AMX membrane, beneficial mass transfer is enhanced by electroconvection, whereas for the MA-41 membrane, the salt ion flux decreases due to the occurrence of water dissociation. For the MA-1 membrane, decreasing the solution concentration leads to a transition of the system to a pre-limiting state, which may be associated with a significant contribution of equilibrium electroconvection to ion transfer in dilute solutions in electromembrane systems with this membrane. This difference in the properties of the MA-1 and AMX membranes results in higher mass transfer coefficients for the MA-1 membrane compared to the AMX membrane at potential jumps of 1 and 2 V. The most optimal operating mode for the MA‑1 membrane is a potential jump in the electromembrane system of 1 V, where specific energy consumption is 0.24 kWh/mol. Under comparable conditions, the specific energy consumption for the AMX membrane is 0.34 kWh/mol.

本研究调查了使用商用阴离子交换膜(均相 MA-41、均相 Neosepta AMX 和实验均相膜 MA-1)对稀氯化钠溶液进行电渗析处理的情况。所研究的阴离子交换膜的脱盐率和极限电流值依次为 MA-41、MA-1、AMX。研究发现,对于商用膜而言,在膜两端电位差恒定的情况下,脱盐过程伴随着向超极限状态的过渡和浓度极化耦合效应的发展。对于 AMX 膜,有益的传质通过电对流得到加强,而对于 MA-41 膜,由于水解离的发生,盐离子通量减少。对于 MA-1 膜来说,降低溶液浓度会导致系统过渡到预极限状态,这可能与在使用这种膜的电解膜系统中,平衡电对流对稀释溶液中的离子转移有重大贡献有关。MA-1 膜和 AMX 膜性质上的这种差异导致 MA-1 膜在 1 和 2 V 电位跃迁时的传质系数高于 AMX 膜。MA-1 膜的最佳运行模式是电解膜系统的电位跃迁为 1 V,此时比能量消耗为 0.24 kWh/mol。在可比条件下,AMX 膜的比能耗为 0.34 kWh/mol。
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引用次数: 0
Effect of Surface Modification with Cerium Oxide on the Transport Properties of Heterogeneous Anion Exchange Membranes MA-41 用氧化铈进行表面改性对异质阴离子交换膜 MA-41 传输特性的影响
IF 2 Q4 CHEMISTRY, PHYSICAL Pub Date : 2024-05-09 DOI: 10.1134/S2517751624020094
P. A. Yurova, I. A. Stenina, A. D. Manin, D. V. Golubenko, A. B. Yaroslavtsev

Surface modification of heterogeneous MA-41 anion-exchange membranes with cerium oxide particles, including those with a surface functionalized with phosphoric acid groups, was carried out. The resulting composite membranes were characterized by SEM, TGA, IR spectroscopy, and voltammetry. For membranes in various ionic forms, their conductivity, the number of anion transfers, as well as the selective permeability coefficients of singly and doubly charged anions in the process of electrodialysis desalting were determined. The modifying layer of cerium oxide practically does not change the conductivity of the membranes, but increases their selectivity to singly charged anions. Thus, the value of the selective permeability coefficient (P({text{C}}{{{text{l}}}^{ - }}{text{/SO}}_{4}^{{2 - }})) of the modified MA-41 membrane increases from 0.82 to 1.01, and (P({text{NO}}_{3}^{ - }{text{/SO}}_{4}^{{2 - }})) increases from 1.38 to 1.60.

摘要用氧化铈颗粒对异质 MA-41 阴离子交换膜进行了表面改性,包括那些表面被磷酸基团功能化的颗粒。通过扫描电镜、热重分析、红外光谱和伏安法对得到的复合膜进行了表征。在电渗析脱盐过程中,测定了各种离子形式膜的电导率、阴离子转移次数以及单、双电荷阴离子的选择渗透系数。氧化铈改性层实际上不会改变膜的导电性,但会增加膜对单电荷阴离子的选择性。因此,改性后的 MA-41 膜的选择透过系数 (P({text{C}}{{text{l}}}^{ - }}{text{/SO}}_{4}^{{2 - }})) 值从 0.82增加到 1.01,P({text{NO}}_{3}^{ - }{text{/SO}}_{4}^{{2 - }})从 1.38 增加到 1.60。
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引用次数: 0
Influence of the Chemical Structure of Terminal Groups on the Properties of Poly(phenylene sulfone) Ultrafiltration Membranes 端基化学结构对聚苯砜超滤膜性能的影响
IF 2 Q4 CHEMISTRY, PHYSICAL Pub Date : 2024-05-09 DOI: 10.1134/S2517751624020069
D. N. Matveev, A. Yu. Raeva, A. A. Zhansitov, K. T. Shakhmurzova, Zh. I. Kurdanova, T. S. Anokhina, S. Yu. Khashirova, V. V. Volkov, I. L. Borisov

For the first time, poly(phenylene sulfones) (PPSFs) with chlorine and hydroxyl terminal groups are synthesized and tested for casting high-performance flat-sheet ultrafiltration membranes. The synthesis of PPSFs is carried out in dimethylacetamide at various ratios of 4,4'-dihydroxydiphenyl and 4,4-dichlorodiphenyl sulfone monomers. Two samples with the predominant content of hydroxyl (PPSF-ОН) and chlorine (PPSF-Cl) terminal groups are studied by NMR spectroscopy, GPC, and DSC methods. The coagulation values of polymer solutions in N-methyl-2-pyrrolidone (NMP) and the mechanical properties and hydrophilicity of polymer materials are determined. Both PPSF samples exhibit high tensile strength values at a level of 16 MPa. Using the method of precipitation of PPSF solutions in NMP with PEG-400 additives into water flat-sheet porous asymmetric membranes with a mesoporous (a pore diameter of about 7 nm) thin outer layer and fingerlike macropores in the substrate layer are obtained. An increase in the proportion of hydroxyl terminal groups enhances the hydrophilicity of the polymer. This, in turn, allows for the preparation of flat-sheet membranes from PPSF-ОН with a water permeability of 66 L/(m2 h bar), which is 1.5 times higher than the water permeability of the PPSF-Cl membrane. Meanwhile, both membranes demonstrate a Blue Dextran (Mw = 70 000 g mol–1) rejection of 99.9%.

摘要首次合成并测试了具有氯和羟基末端基团的聚亚苯基砜(PPSFs),用于铸造高性能平板超滤膜。PPSFs 在二甲基乙酰胺中以不同比例的 4,4'-二羟基二苯砜和 4,4-二氯二苯砜单体进行合成。通过核磁共振光谱、GPC 和 DSC 方法对羟基(PPSF-ОН)和氯(PPSF-Cl)末端基团含量占主导地位的两种样品进行了研究。此外,还测定了聚合物溶液在 N-甲基-2-吡咯烷酮(NMP)中的凝固值以及聚合物材料的机械性能和亲水性。两种 PPSF 样品都显示出 16 兆帕的高拉伸强度值。通过将含有 PEG-400 添加剂的 NMP 中的 PPSF 溶液沉淀到水中的方法,获得了具有中孔(孔径约为 7 纳米)薄外层和指状大孔基底层的扁平片状多孔不对称膜。羟基末端基团比例的增加增强了聚合物的亲水性。这反过来又使 PPSF-ОН 制备的平板膜的透水性达到 66 升/(m2 h bar),是 PPSF-Cl 膜透水性的 1.5 倍。同时,这两种膜对蓝葡聚糖(Mw = 70 000 g mol-1)的排斥率都达到了 99.9%。
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引用次数: 0
Hemocompatibility of Promising for ECMO High Permeable Polyacetylenes 有望用于 ECMO 的高渗透性聚乙炔的血液相容性
IF 2 Q4 CHEMISTRY, PHYSICAL Pub Date : 2024-05-09 DOI: 10.1134/S2517751624020021
A. Yu. Alentiev, A. K. Evseev, S. M. Matson, V. P. Makrushin, S. V. Zhuravel, N. V. Borovkova, I. V. Goroncharovskaya, M. S. Makarov, M. V. Storozheva, I. N. Ponomarev, N. A. Belov

A comprehensive study of hemocompatibility and gas permeability of 1,2-disubstituted polyacetylenes, namely poly(1-trimethylsilyl-1-propyne) and poly(4-methyl-2-pentyne), was carried out. The polymers were synthesized started from 1-trimethylsilyl-1-propyne and 4-methyl-2-pentynemonomers on the catalytic systems NbCl5 and NbCl5/n-Bu4Sn to form homopolymers containing 50 and 55% cis-units, respectively. The comparison of the obtained polyacetylenes and the thermoplastic polyolefin, poly(4-methyl-1-pentene) that currently is widely used as a thin-film coating of hollow fiber membranes for extracorporeal membrane oxygenation of blood (ECMO), was performed. The investigated polymers are highly hemocompatible as shown by morphofunctional status of blood cells analysis and mesenchymal multipotent stromal bone marrow cells culture of tissue donors. In terms of hemocompatibility, poly(4-methyl-2-pentyne) was superior to poly(1-trimethylsilyl-1-propyne) and was comparable to poly(4-methyl-1-pentene). The studied polyacetylenes were shown to be significantly more permeable on oxygen and carbon dioxide than poly(4-methyl-1-pentene): poly(1-trimethylsilyl-1-propyne) is more permeable in 320 and 400 times, whereas poly(4-methyl-2-pentyne) is more permeable in 60 and 90 times, respectively. These parameters can significantly reduce the contact area of membranes with blood and reduce the size of oxygenators. Since poly(4-methyl-2-pentyne) has the high gas permeability in combination with the hemocompatibility comparable to poly(4-methyl-1-pentene), this polymer can be recommended as a promising material of a selective membrane layer for ECMO technology.

摘要 对 1,2-二取代聚乙炔,即聚(1-三甲基硅基-1-丙炔)和聚(4-甲基-2-戊炔)的血液相容性和气体渗透性进行了综合研究。这些聚合物是从 1-三甲基硅基-1-丙炔和 4-甲基-2-戊炔单体在 NbCl5 和 NbCl5/n-Bu4Sn 催化体系上开始合成的,形成的均聚物分别含有 50% 和 55% 的顺式单体。比较了所获得的聚乙炔和热塑性聚烯烃聚(4-甲基-1-戊烯),后者目前被广泛用作体外膜肺氧合(ECMO)中空纤维膜的薄膜涂层。血细胞形态功能状态分析和组织捐献者的间充质多能基质骨髓细胞培养结果表明,所研究的聚合物具有很高的血液相容性。在血液相容性方面,聚(4-甲基-2-戊炔)优于聚(1-三甲基硅基-1-丙炔),与聚(4-甲基-1-戊烯)相当。研究表明,聚乙炔对氧气和二氧化碳的渗透性明显高于聚(4-甲基-1-戊烯):聚(1-三甲基硅基-1-丙炔)的渗透性分别为 320 倍和 400 倍,而聚(4-甲基-2-戊炔)的渗透性分别为 60 倍和 90 倍。这些参数可以大大减少膜与血液的接触面积,缩小氧合器的体积。由于聚(4-甲基-2-戊烯)具有高气体渗透性,且与血液相容性与聚(4-甲基-1-戊烯)相当,因此可推荐将这种聚合物作为 ECMO 技术选择性膜层的理想材料。
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引用次数: 0
Interlayer Resistance of a Bilayer Membrane to Gas Transport 双层膜的层间气体传输阻力
IF 2 Q4 CHEMISTRY, PHYSICAL Pub Date : 2024-05-09 DOI: 10.1134/S2517751624010062
V. V. Ugrozov

To describe gas transport through a bilayer membrane with a thin selective layer on the surface of a highly permeable gutter layer, it is for the first time proposed to take into account the interlayer resistance arising at the boundary of two membrane layers and a model of gas transport through a bilayer membrane is developed. Analytical expressions for the permeability and selectivity of such a membrane are obtained taking into account this resistance. It is shown that interlayer resistance can noticeably affect the transport characteristics of the membrane. It is found that, even in the case of a low diffusion resistance to gas transport of the gutter layer, its sorption and kinetic parameters affect the permeability and selectivity of the membrane as a whole.

摘要 为了描述气体通过双层膜的传输情况,首次提出要考虑在两层膜边界产生的层间阻力,并建立了气体通过双层膜传输的模型。考虑到这种阻力,我们得到了这种膜的渗透性和选择性的分析表达式。结果表明,层间阻力会明显影响膜的传输特性。研究发现,即使水沟层的气体传输扩散阻力较低,其吸附和动力学参数也会影响整个膜的渗透性和选择性。
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引用次数: 0
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Membranes and Membrane Technologies
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