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A critical review of membranes made of nanofibres polymeric materials for application of treating oily wastewater 纳米纤维聚合物材料制成的膜在含油废水处理中的应用综述
Pub Date : 2024-08-15 DOI: 10.1002/cjce.25449
Thamer Diwan, Mustafa H. Al‐Furaiji, Zaidun N. Abudi, Mohammed Awad, Qusay F. Alsalhy
Oily wastewater poses a significant threat to human health and the environment, especially when it contains emulsified oil. Traditional treatment methods often fail to address this type of wastewater effectively. Therefore, developing advanced treatment methods to make such water suitable for various applications has become a pressing issue. The electrospinning technology has emerged as the most effective method due to its high separation efficiency. This review provides a comprehensive overview of the methodologies employed in nanofibres production across diverse techniques, along with concise insights. It also offers a survey of various methods for fabricating polymer membranes via the electrospinning technique, shedding light on the parameters affecting the electrospinning process. Furthermore, this review elucidates the fundamental concepts of membrane fouling, clarifying the mechanisms and factors contributing to fouling. We addressed advantages and disadvantages of methods used to create polymeric nanofibre membranes via the electrospinning technique. The needleless electrospinning technique eliminates the need for a nozzle to jet the nanofibres, preventing clogging. This method results in higher nanofibres production rates compared to the needle electrospinning technique. However, it does require a more complex setup. On the other hand, the needle electrospinning technique is often successfully employed in laboratory‐scale settings due to its more straightforward setup. However, it necessitates using a cleaning device for each needle, which can become impractical for nanofibre production. The main challenges facing electrospun nanofibrous membranes were also presented. The development of eco‐friendly nanofibers is outlined in the future perspective of this review.
含油废水对人类健康和环境构成严重威胁,尤其是含有乳化油的废水。传统的处理方法往往无法有效处理这类废水。因此,开发先进的处理方法使这类水适合各种应用已成为一个紧迫的问题。电纺丝技术因其分离效率高而成为最有效的方法。本综述全面概述了各种技术在纳米纤维生产中所采用的方法,并提供了简明的见解。它还对通过电纺丝技术制造聚合物膜的各种方法进行了调查,并阐明了影响电纺丝过程的参数。此外,这篇综述还阐明了膜堵塞的基本概念,阐明了造成堵塞的机制和因素。我们探讨了通过电纺丝技术制造聚合物纳米纤维膜的方法的优缺点。无针电纺技术不需要喷嘴来喷射纳米纤维,从而防止了堵塞。与有针电纺技术相比,这种方法的纳米纤维生产率更高。不过,它需要更复杂的设置。另一方面,针式电纺技术因其更简单的设置而经常在实验室规模的环境中成功应用。不过,它需要为每根针头配备一个清洁装置,这对于纳米纤维的生产来说是不切实际的。会上还介绍了电纺纳米纤维膜面临的主要挑战。本综述从未来的角度概述了生态友好型纳米纤维的开发。
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引用次数: 0
Predicting three phase (hydrate–liquid–vapour) equilibria of mixed hydrates in guest gas swapping: AI‐based approach versus physical modelling 预测客气交换中混合水合物的三相(水合物-液体-蒸汽)平衡:基于人工智能的方法与物理建模
Pub Date : 2024-08-15 DOI: 10.1002/cjce.25451
Gauri Shankar Patel, Amiya K. Jana
Prior to investigating the guest gas replacement characteristics, the estimation of equilibrium condition for the coexisting hydrate–liquid–vapour (HLV) phases is crucial. For this, there are various studies which have reported the physical thermodynamic model for equilibrium estimation. In this contribution, a data‐driven formulation is developed as an alternative approach within the framework of artificial intelligence (AI) to predict the three‐phase equilibrium of binary and ternary mixed hydrates associated with guest swapping at diverse geological conditions. For this, we use the experimental data sets related to guest (pure and mixed CO2) replacement in hydrate structures with and without salts (i.e., single and multiple salts of NaCl, KCl, and CaCl2). Various training algorithms, namely Levenberg–Marquardt (LM), scaled conjugate gradient (SCG), Broyden–Fletcher–Goldfarb–Shanno (BFGS) quasi‐Newton, and Bayesian regularization (BR), are employed to formulate the artificial neural network (ANN) model. Performing a systematic comparison between them, we select the best option suited for the hydrate system. The best performing ANN model is compared with an existing physical thermodynamic model for predicting the equilibrium condition in pure water. It is observed that the ANN (BR) model consistently secures the lower percent absolute average relative deviation (i.e., %AARD <2%) than the latest physical model. Finally, the developed AI model is extended to predict the three‐phase HLV equilibrium in presence of salt solutions.
在研究客气置换特性之前,估算共存的水合物-液体-蒸汽(HLV)相的平衡条件至关重要。为此,有各种研究报告了用于平衡估算的物理热力学模型。在本文中,我们在人工智能(AI)框架内开发了一种数据驱动公式,作为预测二元和三元混合水合物在不同地质条件下与客体交换相关的三相平衡的替代方法。为此,我们使用了与有盐和无盐(即 NaCl、KCl 和 CaCl2 的单盐和多盐)水合物结构中客体(纯二氧化碳和混合二氧化碳)置换相关的实验数据集。在建立人工神经网络(ANN)模型时采用了多种训练算法,即 Levenberg-Marquardt(LM)、缩放共轭梯度(SCG)、Broyden-Fletcher-Goldfarb-Shanno(BFGS)准牛顿和贝叶斯正则化(BR)。通过对它们进行系统比较,我们选择了最适合水合物系统的方案。将性能最佳的人工神经网络模型与现有的物理热力学模型进行比较,以预测纯水中的平衡条件。结果表明,ANN(BR)模型的绝对平均相对偏差百分比(即 %AARD <2%)始终低于最新的物理模型。最后,所开发的人工智能模型被扩展用于预测盐溶液存在时的三相 HLV 平衡。
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引用次数: 0
The use of artificial intelligence in liquid crystal applications: A review 人工智能在液晶应用中的应用:综述
Pub Date : 2024-08-15 DOI: 10.1002/cjce.25452
Sarah Chattha, Philip K. Chan, Simant R. Upreti
Recent advancements in artificial intelligence (AI) have significantly influenced scientific discovery and analysis, including liquid crystals. This paper reviews the use of AI in predicting the properties of liquid crystals and improving their sensing applications. Typically, liquid crystals are utilized as sensors in biomedical detection and diagnostics, and in the detection of heavy metal ions and gases. Traditional methods of analysis used in these applications are often subjective, expensive, and time‐consuming. To surmount these challenges, AI methods such as convolutional neural networks (CNN) and support vector machines (SVM) have been recently utilized to predict liquid crystal properties and improve the resulting performance of the sensing applications. Large amounts of data are, however, required to fully realize the potential of AI methods, which would also need adequate ethical oversight. In addition to experiments, modelling approaches utilizing first principles as well as AI may be employed to supplement and furnish the data. In summary, the review indicates that AI methods hold great promise in the further development of the liquid crystal technology.
人工智能(AI)的最新进展极大地影响了包括液晶在内的科学发现和分析。本文回顾了人工智能在预测液晶特性和改进其传感应用方面的应用。液晶通常用作生物医学检测和诊断以及重金属离子和气体检测中的传感器。这些应用中使用的传统分析方法往往主观、昂贵且耗时。为了克服这些挑战,最近人们利用卷积神经网络(CNN)和支持向量机(SVM)等人工智能方法来预测液晶特性,从而提高传感应用的性能。然而,要充分发挥人工智能方法的潜力,需要大量的数据,这也需要充分的道德监督。除实验外,还可采用利用第一原理和人工智能的建模方法来补充和提供数据。总之,综述表明,人工智能方法在液晶技术的进一步发展中大有可为。
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引用次数: 0
Numerical study of gas–solid flow characteristics of cylindrical fluidized beds based on coarse‐grained CFD‐DEM method 基于粗粒度 CFD-DEM 方法的圆柱流化床气固流动特性数值研究
Pub Date : 2024-08-15 DOI: 10.1002/cjce.25455
Zhong Tang, Zhenzhong Li, Shanglong Huang, Chen Yang
The existing researches lack the comprehensive comparison of the performance of two‐fluid model (TFM) and computational fluid dynamics‐discrete element model (CFD‐DEM) using a cylindrical fluidized bed as a research object. In addition, the applicability of rotational periodic boundary conditions in CFD‐DEM simulations of cylindrical fluidized beds is still unclear. Therefore, taking cylindrical fluidized bed as the object and studying the performance of different simulation methods can provide guidance for the selection of simulation methods in subsequent related studies. In the present study, TFM and coarse‐grained CFD‐DEM were used in simulations of the fluidized bed to evaluate the performance of different numerical methods. Furthermore, the applicability of rotating periodic boundary conditions in CFD‐DEM simulations was investigated. The results show that TFM and coarse‐grained CFD‐DEM perform in general agreement in predicting macro variables (e.g., overall pressure drop and bed height). However, radial void fraction distribution and void fraction probability density function (PDF) distribution of CFD‐DEM agreed better with the experimental data. CFD‐DEM simulations with rotational periodic boundary conditions applied showed lower predicted void fraction PDF peaks at packed bed heights and poorly modelling particle mixing in the central of cylindrical fluidized bed due to changes in the boundary conditions as well as the number of particle parcels. Therefore, both TFM and CFD‐DEM can obtain reasonable macro variables, but CFD‐DEM predicted more accurate gas–solid two‐phase distribution. The CFD‐DEM with rotating periodic boundary conditions could not reasonably predict the pressure drop and gas–solid two‐phase distribution inside the cylindrical fluidized bed.
现有研究缺乏以圆柱流化床为研究对象,对双流体模型(TFM)和计算流体力学-离散元模型(CFD-DEM)性能的全面比较。此外,旋转周期性边界条件在圆柱流化床 CFD-DEM 模拟中的适用性仍不明确。因此,以圆柱流化床为研究对象,研究不同模拟方法的性能,可以为后续相关研究中模拟方法的选择提供指导。本研究采用 TFM 和粗粒度 CFD-DEM 对流化床进行模拟,以评估不同数值方法的性能。此外,还研究了旋转周期边界条件在 CFD-DEM 模拟中的适用性。结果表明,TFM 和粗粒度 CFD-DEM 在预测宏观变量(如总压降和床层高度)方面的表现基本一致。然而,CFD-DEM 的径向空隙率分布和空隙率概率密度函数 (PDF) 分布与实验数据更为吻合。应用旋转周期性边界条件的 CFD-DEM 模拟显示,由于边界条件和颗粒包裹数的变化,在填料床高度处预测的空隙率概率密度函数峰值较低,对圆柱流化床中心的颗粒混合模拟较差。因此,TFM 和 CFD-DEM 都能获得合理的宏观变量,但 CFD-DEM 预测的气固两相分布更为精确。采用旋转周期边界条件的 CFD-DEM 无法合理预测圆柱流化床内的压降和气固两相分布。
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引用次数: 0
A study on enhancing oil recovery efficiency through bubble displacement based on microfluidic technology 基于微流体技术的气泡置换提高采油效率研究
Pub Date : 2024-08-15 DOI: 10.1002/cjce.25456
Fan Xu, Yujie Jin, Yiqiang Fan
Tight sandstone contains a large number of oil and gas resources, but because of its ultra‐low porosity, permeability, and strong hydrophilicity, the oil recovery is low. Microfluidic technology, as an emerging research technique, offers advantages in visualizing fluid flow, reducing experimental reagent consumption, and accurately simulating the pore structure of sandstone using microfluidic chips. This study presents an effective research methodology for improving tertiary oil recovery efficiency in sandstone. By analyzing pore slice images of sandstone cores and employing image processing techniques, the study extracted characteristic dimensions of the sandstone and designed a microfluidic chip. A displacement system was constructed using high‐speed cameras, constant‐pressure pumps, and microscopes to monitor the oil displacement process. A bubble generation device based on ultrafiltration membranes was proposed to introduce generated bubbles into the microfluidic chip with a sandstone structure for oil displacement studies. Real‐time monitoring of the displacement process was conducted. Water and foam were used as displacing agents to investigate the displacement process in the microfluidic chip mimicking the sandstone core structure. Additionally, analysis and comparison were performed on foam formulation, surfactant concentration, and foam proportion, quantitatively evaluating the oil displacement efficiency under various experimental conditions. The proposed research is helpful for the understanding of the foam flooding process on a micro‐scale and of significant application potential for the enhanced oil recovery of sandstone reservoirs.
致密砂岩蕴藏着大量油气资源,但由于其孔隙度、渗透率超低,亲水性强,石油采收率低。微流控技术作为一种新兴的研究技术,具有流体流动可视化、减少实验试剂消耗、利用微流控芯片精确模拟砂岩孔隙结构等优势。本研究提出了一种提高砂岩三次采油效率的有效研究方法。该研究通过分析砂岩岩心的孔隙切片图像并采用图像处理技术,提取了砂岩的特征尺寸并设计了微流控芯片。利用高速摄像机、恒压泵和显微镜构建了一个置换系统,以监测石油置换过程。提出了一种基于超滤膜的气泡生成装置,将生成的气泡引入具有砂岩结构的微流控芯片,用于石油置换研究。对置换过程进行了实时监测。使用水和泡沫作为置换剂,研究了模拟砂岩岩芯结构的微流控芯片中的置换过程。此外,还对泡沫配方、表面活性剂浓度和泡沫比例进行了分析和比较,定量评估了各种实验条件下的石油置换效率。该研究有助于在微尺度上理解泡沫淹没过程,在砂岩油藏提高石油采收率方面具有重要的应用潜力。
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引用次数: 0
Optimizing hydrothermal carbonization for enhanced energy production from algal biomass with high moisture content 优化水热碳化技术,提高高含水量藻类生物质的能源产量
Pub Date : 2024-08-15 DOI: 10.1002/cjce.25457
Kanta Nakano, Numan Luthfi, Takashi Fukushima, Kenji Takisawa
Recently, the depletion of fossil fuels has become an issue, prompting the search for sustainable alternatives. Algal biomass has gained considerable attention as a promising renewable energy source because of its high production efficiency and adaptability to external environment. However, its high‐moisture content escalates the energy requirement during the thermal drying process in algal biomass production. Thus, we proposed a new energy production system using hydrothermal carbonization, which requires no pretreatment even for high moisture content biomass, making it compatible with such materials. Herein, we investigated the decrease in moisture content of algal biomass through hydrothermal carbonization and its effect on the energy production and energy balance of algal biomass. The results showed that hydrothermal carbonization at 240°C for 3 h produced hydrochar with a moisture content of 34.6%. It was found that it was due to changes in surface structures, such as CH, CO, and OH functional groups, using scanning electron microscopy (SEM) and Fourier transform infrared (FT‐IR) analysis. However, the greatest reduction in production energy, 45%, was achieved at 240°C for 4 h. The optimal energy balance was obtained for hydrothermal carbonization at 220°C for 4 h, for which energy production was 2.7 times more efficient than that achieved by conventional methods.
近来,化石燃料的枯竭已成为一个问题,促使人们寻找可持续的替代能源。藻类生物质作为一种前景广阔的可再生能源,因其生产效率高、对外部环境适应性强而备受关注。然而,藻类生物质含水量高,在热干燥过程中对能源的需求也随之增加。因此,我们提出了一种利用水热碳化技术的新型能源生产系统,该系统即使对高水分含量的生物质也无需进行预处理,因此与此类材料兼容。在此,我们研究了通过水热碳化降低海藻生物质含水量及其对海藻生物质能源生产和能源平衡的影响。结果表明,240°C 水热碳化 3 小时产生的水炭含水量为 34.6%。利用扫描电子显微镜(SEM)和傅立叶变换红外(FT-IR)分析发现,这是由于表面结构发生了变化,如CH、CO和OH官能团。水热碳化法在 220°C 下进行 4 小时可获得最佳能量平衡,其能量生产效率是传统方法的 2.7 倍。
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引用次数: 0
Coalescence investigations in a small‐scale continuously operated setup for bubble column design 用于气泡塔设计的小型连续运行装置中的聚合研究
Pub Date : 2024-08-14 DOI: 10.1002/cjce.25458
Mark Werner Hlawitschka, Andreas Schleiffer, Jonas Schurr, Stephan Winkler, Daniel Danner
A novel micro‐channel technique for analyzing the coalescence of bubbles and obtaining relevant information for the creation of a coalescence database is presented. The micro‐channel improves the coalescence investigations by a continuously operated setup, reduces the accumulation of impurities and increases the amount of recorded data. To introduce the new setup, studies with alcoholic, electrolytic aqueous systems and liquid silicone oil as a second liquid are presented, showing the influence of different concentrations. Artificial intelligence has been successfully developed to automate data generation. This approach improves the understanding of bubble coalescence by introducing a reproducible setup. Furthermore, it facilitates the transition to a predictive column design through data‐based decisions and modelling.
本文介绍了一种新型微通道技术,用于分析气泡凝聚并获取相关信息以创建凝聚数据库。微通道通过连续运行的装置改进了凝聚研究,减少了杂质的积累,并增加了记录的数据量。为了介绍新的装置,介绍了酒精、电解水系统和作为第二种液体的液态硅油的研究,显示了不同浓度的影响。人工智能已成功开发用于自动生成数据。这种方法通过引入可重复的设置,提高了对气泡凝聚的理解。此外,它还有助于通过基于数据的决策和建模过渡到预测性色谱柱设计。
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引用次数: 0
Impact of raw material on thermo‐physical properties of carbon foam 原材料对碳泡沫热物理性能的影响
Pub Date : 2024-08-14 DOI: 10.1002/cjce.25448
Mohammad Rajab Al‐Majali, Mingcong Zhang, Yahya T. Al‐Majali, Jason P. Trembly
Carbon foam materials are currently used in several industrial and engineering applications due to their outstanding properties. The properties of carbon foam can be altered through the manufacturing processes applied in specific applications. In this paper, we collected and analyzed four samples manufactured by CFOAM and one sample developed by Ohio University (OU) to understand the behaviour of this material and determine its properties. We utilized advanced techniques to experimentally measure and determine the following properties: pore size and volume, porosity, specific surface area, mass, density, and thermal conductivity. Among the samples, the low‐porosity CFOAM (CF35) and the OU sample exhibited higher specific surface areas and densities compared to the others. However, CF35 demonstrated the highest thermal conductivity, while OU displayed the lowest. As a result, CF35 emerges as the optimal choice for applications requiring high‐rate heat transfer, while the remaining CFOAM samples are well‐suited for lightweight applications. Thus, OU foam proves to be a highly suitable candidate for insulation applications such as building sidewalls.
碳泡沫材料因其出色的性能,目前已被广泛应用于多个工业和工程领域。在具体应用中,碳泡沫的特性可通过制造工艺发生改变。在本文中,我们收集并分析了 CFOAM 生产的四个样品和俄亥俄大学(OU)开发的一个样品,以了解这种材料的行为并确定其特性。我们利用先进的技术,通过实验测量并确定了以下特性:孔径和体积、孔隙率、比表面积、质量、密度和热导率。与其他样品相比,低孔隙率 CFOAM(CF35)和 OU 样品表现出更高的比表面积和密度。然而,CF35 的热导率最高,而 OU 的热导率最低。因此,CF35 成为需要高速传热的应用的最佳选择,而其余 CFOAM 样品则非常适合轻质应用。因此,事实证明 OU 泡沫非常适合建筑侧墙等隔热应用。
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引用次数: 0
Investigation of instability in the dynamic behaviour of a bubble 气泡动态行为中的不稳定性研究
Pub Date : 2024-08-08 DOI: 10.1002/cjce.25444
Qiang Li, Shaobo Lu, Jialin Liu, Mao Lei, Jiahan Gao, Weiwei Xu
In order to obtain the laws of the bubble's dynamic behaviours, the interFoam solver in OpenFOAM was used to simulate the bubbles, and the experimental device was built to prove the reliability of the results. The Eötvös number (Eo) and the Galileo number (Ga) were used to classify the bubbles into four regions according to their different dynamic behaviours: straight line without deformation region, slight zigzag without deformation region, zigzag with slight deformation region, and zigzag with strong deformation region. Eo of bubbles in the straight line without deformation region is extremely small and is greatly influenced by surface tension. The bubbles do not deform and rise linearly along the axis of symmetry. Eo of bubbles in the slight zigzag without deformation region is still small and the bubbles do not deform, but the path is curved for a period of time. As the value of Eo increases, the bubble in the zigzag with the slight deformation region is weakened. The path is a regular zigzag, and the axisymmetric structure of the bubbles is destroyed. In the zigzag with the strong deformation region, the values of Eo and Ga are large. The path amplitude increases and the periodic law is broken. The bubble's deformation and vortex shedding interact with each other, both of which are the causes of the bubble's path instability.
为了获得气泡动态行为的规律,利用 OpenFOAM 中的 interFoam 求解器对气泡进行了模拟,并建立了实验装置来证明结果的可靠性。根据气泡的不同动态行为,用埃特沃斯数(Eo)和伽利略数(Ga)将气泡分为四个区域:直线无变形区、轻微之字形无变形区、之字形轻微变形区和之字形强变形区。无变形直线区气泡的 Eo 值非常小,受表面张力的影响很大。气泡不变形,沿对称轴线性上升。在轻微之字形无变形区域,气泡的 Eo 值仍然很小,气泡不会变形,但在一段时间内路径是弯曲的。随着 Eo 值的增大,轻微变形之字形区域中的气泡变弱。路径变成规则的之字形,气泡的轴对称结构被破坏。在强变形之字形区域,Eo 和 Ga 值较大。路径振幅增大,周期性规律被打破。气泡的变形和涡流脱落相互作用,两者都是气泡路径不稳定的原因。
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引用次数: 0
Selective adsorption of aromatic sulfonic acid from wastewater using a surface imprinted polymer: H‐acid as a representative contaminant 利用表面印迹聚合物选择性吸附废水中的芳香族磺酸:以 H-酸为代表性污染物
Pub Date : 2024-08-08 DOI: 10.1002/cjce.25432
Jiaqi Yao, Yue Sun, Yan Liu, Yingpeng Gu, Weisheng Zheng
Aromatic sulfonic acids (ASAs) play a pivotal role as essential intermediates in numerous industrial manufacturing, while a large amount wastewater with various ASAs and high concentration of inorganic salts is subsequently generated. The effective separation and removal of ASAs from wastewater is challenging due to their complex chemical composition and the limited selectivity of common adsorbents. Herein, a novel surface imprinted polymer (H‐SIP) with high selectivity and excellent salt resistance was designed with PEI/Cl‐PS‐DVB as the carrier and 1‐amino‐8‐naphthol‐3,6‐disulfonic acid (H‐acid) as the target pollutant. Compared to non‐imprinted polymer (NIP), H‐SIP exhibited superior salt resistance in the presence of Na2SO4 concentration ranging from 20 to 80 mg/L. The relative selectivity coefficients determined in the binary‐solutes experiments proved that H‐SIP demonstrated favourable selectivity towards H‐acid in binary systems of H‐acid/T‐acid or H‐acid/2‐NSA. Moreover, H‐SIP could effectively treat the simulated complex wastewater within 24 bed volume (BV) in the column adsorption, and the desorption rate exceeded 90% when eluted by NaOH solution and distilled water, respectively. Therefore, these results confirmed that surface imprinting technique was a promising method for effectively and selectively removal of ASA wastewater in the application.
芳香族磺酸(ASA)作为重要的中间体,在众多工业生产中发挥着举足轻重的作用,同时也随之产生了大量含有各种芳香族磺酸和高浓度无机盐的废水。由于 ASA 的化学成分复杂,而普通吸附剂的选择性有限,因此从废水中有效分离和去除 ASA 是一项挑战。本文以 PEI/Cl-PS-DVB 为载体,以 1-氨基-8-萘酚-3,6-二磺酸(H-酸)为目标污染物,设计了一种具有高选择性和优异耐盐性的新型表面印迹聚合物(H-SIP)。与非压印聚合物(NIP)相比,H-SIP 在 Na2SO4 浓度为 20 至 80 mg/L 的情况下表现出更优越的耐盐性。在二元溶液实验中测定的相对选择性系数证明,在 H-acid/T-acid 或 H-acid/2-NSA 的二元体系中,H-SIP 对 H-acid 具有良好的选择性。此外,在柱吸附实验中,H-SIP 能在 24 个床层容积(BV)内有效处理模拟复合废水,并且在分别用 NaOH 溶液和蒸馏水洗脱时,解吸率均超过 90%。因此,这些结果证实了表面印迹技术是一种有望在应用中有效、选择性地去除 ASA 废水的方法。
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引用次数: 0
期刊
The Canadian Journal of Chemical Engineering
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