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Mild and Efficient Catalytic Nitration of Benzene with NO2 to Nitrobenzene Promoted by Molecular Oxygen over Inorganic Bonded (FeCl2)2-SiO3 无机键合(FeCl2)2-SiO3上NO2催化苯温和高效硝化制硝基苯的分子氧催化研究
IF 4.2 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2026-02-01 DOI: 10.1021/acs.iecr.5c03896
Fangfang Zhao,Jun Tang,Ruiming Zhou,Xiaowen Zhang,Dejian Yan,Zhenpan Chen,Kuiyi You,He’an Luo
A new stable inorganic bonded Lewis acid catalyst ((FeCl2)2-SiO3) was synthesized and applied for the liquid-phase catalytic nitration of benzene with NO2 to nitrobenzene in the presence of molecular oxygen. The results demonstrate that the inorganic bonded 10% (FeCl2)2-SiO3 catalyst showed excellent catalytic performance with 98.5% benzene conversion and 99.6% selectivity to nitrobenzene at 50 °C. Moreover, the catalyst maintained a high nitrobenzene yield after five cycles of reuse without significant deactivation. Characterization by XRD, XPS, UV–vis, FT-IR, and SEM consistently confirmed the successful bonding of FeCl3 onto the silica support. Theoretical calculations further confirm that the Si–O–FeCl2 sites in (FeCl2)2-SiO3 serve as the active catalytic sites in the nitration. A possible reaction mechanism for the nitration process was proposed. Oxygen promotes the activation of NO2, while the Lewis acid sites contribute to the stabilization of NO3–. This synergy facilitates the formation of a stable electrophilic reagent, thereby significantly enhancing the reaction efficiency. This work provides a mild, efficient, safe, and eco-friendly approach for highly selective preparation of nitrobenzene with promising potential for industrial application.
合成了一种新型稳定的无机键合路易斯酸催化剂(FeCl2)2-SiO3),并将其应用于在分子氧存在下用NO2催化苯的液相硝化制硝基苯。结果表明,无机键合10% (FeCl2)2-SiO3催化剂在50℃下对硝基苯的转化率为98.5%,选择性为99.6%,表现出优异的催化性能。此外,该催化剂在重复使用五次后仍保持较高的硝基苯产率,且无明显失活。通过XRD、XPS、UV-vis、FT-IR和SEM的表征一致证实了FeCl3与二氧化硅载体的成功结合。理论计算进一步证实了(FeCl2)2-SiO3中的Si-O-FeCl2位点在硝化过程中起活性催化作用。提出了一种可能的硝化反应机理。氧促进NO2的活化,而Lewis酸位点有助于NO3 -的稳定。这种协同作用有利于形成稳定的亲电试剂,从而显著提高反应效率。本研究为高选择性制备硝基苯提供了一种温和、高效、安全、环保的方法,具有广阔的工业应用前景。
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引用次数: 0
Development of MVQ Foam by scCO2: High Expansion, Excellent Elasticity, and Potential Use in Intelligent Sensors 用scCO2制备MVQ泡沫材料:高膨胀、高弹性和在智能传感器中的潜在应用
IF 4.2 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2026-01-31 DOI: 10.1021/acs.iecr.5c04361
Jian Yang, Wu Guo, Shibing Bai, Dawei Xu, Li Li, Zhenhong Huang
Rapid shrinkage of silicone rubber (MVQ) foam after fast depressurization of supercritical carbon dioxide (scCO2) greatly restricts its practical application. Herein, an innovative strategy, i.e., immediate in situ post-cross-linking in high-pressure CO2, was developed. By investigating the effects of saturated temperature on pre-cross-linking density, as well as foaming temperature, foaming pressure, and post-cross-linking pressure on the diffusion coefficient (D), activation energy (Ea), and enthalpy (ΔH) of the cross-linking reaction, it was found that this strategy accelerated the cross-linking of MVQ and effectively inhibited the shrinkage of foam. Under optimal foaming conditions, the foam with an expansion ratio of 6.7, a porosity of 89.4%, and a density of 0.17 g/cm3 was successfully obtained. This high-expansion foam exhibited good resilience and could be used to prepare a simple sensor, with stable output currents of 0.15–0.25 μA under various touch ways, showing great potential in the field of intelligent sensors.
超临界二氧化碳(scCO2)快速减压后硅橡胶(MVQ)泡沫的快速收缩极大地制约了其实际应用。在此,开发了一种创新策略,即在高压CO2中立即原位交联。通过考察饱和温度对预交联密度的影响,以及发泡温度、发泡压力和后交联压力对交联反应的扩散系数(D)、活化能(Ea)和焓(ΔH)的影响,发现该策略加速了MVQ的交联,有效抑制了泡沫的收缩。在最佳发泡条件下,成功制得膨胀率为6.7,孔隙率为89.4%,密度为0.17 g/cm3的泡沫。这种高膨胀泡沫具有良好的回弹性,可用于制备简单的传感器,在各种触摸方式下输出电流稳定在0.15-0.25 μA,在智能传感器领域显示出很大的潜力。
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引用次数: 0
Engineering a Hydrothermally Stable Ni@NC Catalyst for Efficient Hydrogen Production from Aqueous-Phase Reforming of Biomass Wastewater 设计一种水热稳定的Ni@NC催化剂,用于生物质废水水相重整高效制氢
IF 4.2 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2026-01-31 DOI: 10.1021/acs.iecr.5c04527
Yiyuan Zhou, Anqi Wang, Hui Luo, Mingge Li, Fucheng Chen, Xin Li, Qingwei Meng, Tiejun Wang
Biomass utilization produces large amounts of wastewater contaminated with phenolic and organic compounds, posing a major challenge for purification and resource recovery. To address this, the development of highly active, hydrothermally stable non-noble-metal catalysts is essential for applying aqueous-phase reforming (APR) to valorize this waste stream and produce sustainable hydrogen. In this work, a carbon-encapsulated nickel catalyst with a high metal loading (36.7 wt %), excellent dispersion, and small nickel particle size (∼5 nm) was prepared via pyrolysis. The coordination between amino functional groups in chitosan and nickel ions facilitated the homogeneous dispersion of the chitosan-nickel precursor. Pyrolysis resulted in the nickel nanoparticles being embedded well within a nitrogen-doped carbon (NC) matrix, which effectively inhibited particle agglomeration and improved hydrothermal stability. Catalytic performance tests revealed that the Ni@NC-350 catalyst achieved a phenol conversion of over 90% and a hydrogen selectivity of nearly 85%. Notably, after six consecutive APR cycles, no significant aggregation or deactivation of nickel nanoparticles was observed, indicating excellent hydrothermal stability. This study thus provides a robust and highly stable Ni-based catalyst, demonstrating promising application potential in the efficient treatment of phenol-containing organic wastewater with simultaneous hydrogen production.
生物质利用产生大量酚类和有机化合物污染的废水,对净化和资源回收提出了重大挑战。为了解决这一问题,开发高活性、水热稳定的非贵金属催化剂对于应用水相重整(APR)来处理这一废物流并产生可持续的氢气至关重要。在这项工作中,通过热解制备了一种碳包覆镍催化剂,具有高金属负载(36.7 wt %),良好的分散性和小镍粒度(~ 5 nm)。壳聚糖中氨基官能团与镍离子之间的配位有利于壳聚糖-镍前驱体的均匀分散。热解使纳米镍颗粒能够很好地嵌入氮掺杂碳(NC)基体中,有效地抑制了颗粒团聚,提高了水热稳定性。催化性能测试表明,Ni@NC-350催化剂对苯酚的转化率超过90%,对氢的选择性接近85%。值得注意的是,在连续6次APR循环后,没有观察到镍纳米颗粒明显的聚集或失活,表明具有良好的水热稳定性。因此,该研究提供了一种强大且高度稳定的镍基催化剂,在高效处理含酚有机废水同时制氢方面具有广阔的应用前景。
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引用次数: 0
Modeling of Network Formation with Conformation-Dependent Intramolecular Cross-Linking in Vinyl/Divinyl Copolymerization 乙烯基/二乙烯基共聚过程中构象依赖分子内交联的网络形成模型
IF 4.2 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2026-01-31 DOI: 10.1021/acs.iecr.5c04936
Hidetaka Tobita
A new polymerization model for network formation that takes into account conformation-dependent intramolecular cross-linking is proposed. The pendant double bonds present in an active polymer are distinguished by their graph distance from the active center. The conformation of the chain between the active center and the pendant double bonds is assumed to be Gaussian. The proposed model is applied to miniemulsion vinyl/divinyl copolymerization, where the three-dimensional (3D) size of the resulting network polymer can be measured. The simulations consider both conventional free-radical polymerization (FRP) and ideal living polymerizations. The model can explain one of key differences between FRP and living polymerization: in FRP, the pendant double bonds are consumed from the very beginning of polymerization, whereas in living polymerization, this behavior does not occur. A large number of small rings are formed by the intramolecular cross-linking, and the dimensions of network polymers formed are larger than those of randomly cross-linked homogeneous networks at the same cycle rank level. The model proposed here predicts a larger three-dimensional size than the model that does not distinguish pendant double bonds by their location. The present model challenges the development of size- and structure-dependent polymerization kinetics, aiming to overcome the limitations of classical chemical kinetics.
提出了一种考虑构象依赖的分子内交联的新型网络聚合模型。活性聚合物中存在的悬垂双键是通过其与活性中心的图距离来区分的。假设活性中心和悬垂双键之间的链是高斯构象。所提出的模型应用于微乳液乙烯/二乙烯基共聚,所得网络聚合物的三维(3D)尺寸可以测量。模拟考虑了传统的自由基聚合(FRP)和理想的活性聚合。该模型可以解释玻璃钢和活性聚合之间的一个关键区别:在玻璃钢中,从聚合的一开始,垂下的双键就被消耗掉了,而在活性聚合中,这种行为不会发生。分子内交联形成了大量的小环,形成的网状聚合物的尺寸比在相同环阶水平上随机交联的均相网络的尺寸大。这里提出的模型比不通过位置区分垂坠双键的模型预测更大的三维尺寸。该模型挑战了依赖于尺寸和结构的聚合动力学的发展,旨在克服经典化学动力学的局限性。
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引用次数: 0
A Process Systems Engineering Framework for Adaptive Sample Size Determination in AutoML Pipelines 自动化管道中自适应样本量确定的过程系统工程框架
IF 4.2 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2026-01-31 DOI: 10.1021/acs.iecr.5c04103
Thalita Fernandes, Antonio Araujo
This work introduces a framework for systematically determining the sample size required to build accurate metamodels in Automated Machine Learning (AutoML) pipelines. The method employs a feedback control strategy that favors simple regression models when sufficient, using nonlinear models only when necessary. At each iteration, an adaptive sequential design of experiment techniques decides the number and placement of new samples, minimizing costly queries to the underlying process. All generated data sets are fully reused across iterations, ensuring efficiency and convergence until predefined error-based stopping criteria are satisfied. The framework contributes three innovations: (i) a proportional feedback controller to adaptively reduce error, (ii) a steady-state detection mechanism to stop training when no further improvement occurs, and (iii) an inclusive multiresponse strategy that simultaneously leverages all available data. Inspired by Process Systems Engineering, the approach is validated on benchmark cases, demonstrating an efficient, accurate metamodel construction with minimal computational cost.
这项工作引入了一个框架,用于系统地确定在自动机器学习(AutoML)管道中构建准确元模型所需的样本量。该方法采用反馈控制策略,在足够的情况下支持简单的回归模型,只有在必要时才使用非线性模型。在每次迭代中,实验技术的自适应顺序设计决定新样本的数量和位置,最大限度地减少对底层过程的昂贵查询。所有生成的数据集在迭代中完全重用,确保效率和收敛,直到满足预定义的基于错误的停止标准。该框架贡献了三个创新:(i)比例反馈控制器自适应减少误差,(ii)稳态检测机制,在没有进一步改进时停止训练,以及(iii)同时利用所有可用数据的包容性多响应策略。受过程系统工程的启发,该方法在基准案例中得到验证,证明了以最小的计算成本高效,准确的元模型构建。
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引用次数: 0
Waterborne Random Copolymers as Polymeric Surfactants for Emulsion Polymerization 水性无规共聚物作为乳液聚合的聚合表面活性剂
IF 4.2 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2026-01-30 DOI: 10.1021/acs.iecr.5c04814
Aitor Barquero, Miren Aguirre, Jurgen Scheerder
Waterborne acrylic polymer dispersions are typically produced via emulsion polymerization by using low molar mass surfactants. While these surfactants ensure dispersion stability, they negatively affect coating properties, such as water resistance, adhesion, haze formation, and barrier performance. A promising alternative is polymeric surfactants. Properly designed, polymeric surfactants prevent leaching and associated issues while enhancing coating performance. This review begins by explaining the use of polymeric surfactants, followed by an overview of their types and the polymerization methods employed─primarily bulk, solution, and emulsion polymerization. Then, polymeric surfactants synthesized through emulsion polymerization will be described, and their role in subsequent emulsion processes for waterborne binder production will be discussed. Additionally, the review examines coating morphology and presents examples of industrial applications, including coatings for printing and packaging.
水性丙烯酸聚合物分散体通常是用低摩尔质量表面活性剂通过乳液聚合生产的。虽然这些表面活性剂确保了分散稳定性,但它们会对涂层性能产生负面影响,如耐水性、附着力、雾霾形成和阻隔性能。聚合物表面活性剂是一种很有前途的替代品。适当设计,聚合物表面活性剂防止浸出和相关问题,同时提高涂层性能。这篇综述首先解释了聚合物表面活性剂的用途,然后概述了它们的类型和所采用的聚合方法──主要是本体聚合、溶液聚合和乳液聚合。然后,将描述通过乳液聚合合成的聚合物表面活性剂,并讨论它们在随后的水性粘合剂生产的乳液工艺中的作用。此外,审查检查涂层形态和工业应用的例子,包括涂料印刷和包装。
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引用次数: 0
Nanomaterial-Functionalized Tubular Ceramic Membranes: Design, Fabrication, and Prospects for Sustainable Separation 纳米材料功能化管状陶瓷膜:设计、制造和可持续分离的前景
IF 4.2 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2026-01-30 DOI: 10.1021/acs.iecr.5c04344
Zunaira Maqsood, Haonan Wu, Ningyuan Wang, Yanan Gao, Hui Hu, Huijuan Guo, Qian Ma, Lijuan Shi, Qun Yi
Nanomaterial-functionalized tubular ceramic membranes have emerged as a new generation of advanced separation platforms that integrate the mechanical robustness and chemical stability of ceramics with the tunable selectivity and multifunctionality of nanomaterials. This review comprehensively summarizes recent advances in their fabrication, surface modification, and performance enhancement, with emphasis on scalable fabrication strategies such as extrusion, freeze casting, and various coating or infiltration techniques. A wide range of nanomaterials─including metal–organic frameworks (MOFs), metal oxides, carbon-based nanostructures, and core–shell composites─have been employed to endow membranes with tailored adsorption, electrostatic, and size-selective transport properties. The review uniquely addresses key gaps in the existing literature, particularly the limited focus on tubular membrane configurations, which are industrially favored due to their superior mechanical integrity and ease of modular integration. A distinct contribution of this review is its structured analysis of performance enhancement, followed by a critical discussion on the paramount challenges of coating uniformity, interfacial adhesion, and long-term stability─aspects often overlooked yet crucial for practical deployment. The review concludes by synthesizing these insights to provide a clear roadmap for developing the next generation of scalable, durable, and sustainable tubular ceramic membranes for water purification and resource recovery.
纳米材料功能化管状陶瓷膜是新一代先进的分离平台,它将陶瓷的机械坚固性和化学稳定性与纳米材料的可调选择性和多功能性结合在一起。本文全面总结了其制备、表面改性和性能增强方面的最新进展,重点介绍了可扩展的制备策略,如挤压、冷冻铸造和各种涂层或渗透技术。广泛的纳米材料──包括金属有机框架(MOFs)、金属氧化物、碳基纳米结构和核壳复合材料──已被用于赋予膜量身定制的吸附、静电和尺寸选择性传输特性。该综述独特地解决了现有文献中的关键空白,特别是对管状膜结构的有限关注,由于其优越的机械完整性和易于模块化集成,管状膜结构在工业上受到青睐。这篇综述的一个独特贡献是它对性能增强的结构化分析,然后对涂层均匀性、界面附着力和长期稳定性等最重要的挑战进行了关键的讨论,这些方面经常被忽视,但对实际部署至关重要。综述总结了这些见解,为开发用于水净化和资源回收的下一代可扩展、耐用和可持续的管状陶瓷膜提供了清晰的路线图。
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引用次数: 0
Efficient Combination of Two Industrial Processes for Sustainable Production of ε-Caprolactone 两种工业工艺的高效结合以实现ε-己内酯的可持续生产
IF 4.2 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2026-01-30 DOI: 10.1021/acs.iecr.5c03303
Paulo R. Wohlfahrt, Harald Gröger
ε-Caprolactone (termed typically as only caprolactone) is an important industrial commodity chemical, produced in quantities of tens of thousands of tons annually, and is valued for its biodegradable properties. Despite this large scale application, its production still relies on petrochemical sources. The conventional synthesis route involves the Baeyer–Villiger oxidation (BVO) of cyclohexanone under aqueous conditions, which presents significant challenges. Due to caprolactone’s high water solubility, the process requires an energy-intensive product workup. In this study, we present a fully solvent-free process for caprolactone production, starting from biobased phenol and achieving high conversions and efficiencies. The process begins with the selective hydrogenation of phenol to cyclohexanone using a palladium catalyst under solvent-free conditions, reaching conversions of 99% and selectivities of up to 78%. After simple removal of the heterogeneous catalyst and isolation of the ketone (80% isolated yield), cyclohexanone then is converted to caprolactone by combining it with the industrial autoxidation of aliphatic aldehydes to carboxylic acids in a noncatalytic process. Notably, the production of carboxylic acids such as butyric, isobutyric, or valeric acid exceeds several hundred thousand tons per year, thus making this coupling of the two oxidation processes highly valuable. Accordingly, this approach combines two major value-creating processes without the need for additional reagents and under fully solvent-free conditions. By implementing an aldehyde dosing strategy, the fraction of aldehyde contributing to caprolactone formation increased from 5% under nondosing conditions to 30%, reaching a final conversion of 13% of cyclohexanone. The final product is isolated by straightforward fractional vacuum distillation, a standard technique in the chemical industry, achieving a total mass balance of 95% and an isolated yield of caprolactone of 72% relative to the maximum of 13%. Notably, no side product formation was observed during the BVO reaction, owing to the mild reaction conditions (50 °C). In contrast, industrial processes can produce side products (particularly 6-hydroxyhexanoic acid) at levels of up to 15% of the final product, significantly lowering the process efficiency and sustainability.
ε-己内酯(通常只称为己内酯)是一种重要的工业商品化学品,每年的产量达数万吨,因其可生物降解的特性而受到重视。尽管如此大规模的应用,其生产仍然依赖于石化资源。传统的环己酮合成路线是在水条件下Baeyer-Villiger氧化法(BVO),这是一个很大的挑战。由于己内酯的高水溶性,该工艺需要一个能源密集型的产品工作。在这项研究中,我们提出了一种完全无溶剂的己内酯生产工艺,从生物基苯酚开始,实现了高转化率和高效率。该工艺首先在无溶剂条件下使用钯催化剂将苯酚选择性加氢成环己酮,转化率达到99%,选择性高达78%。在简单去除多相催化剂和分离酮(分离产率80%)后,环己酮与脂肪醛工业自氧化制羧酸结合,在非催化过程中转化为己内酯。值得注意的是,羧酸如丁酸、异丁酸或戊酸的产量每年超过几十万吨,因此这两种氧化过程的耦合非常有价值。因此,这种方法结合了两个主要的创造价值的过程,而不需要额外的试剂,并且在完全无溶剂的条件下。通过实施醛添加策略,醛对己内酯生成的贡献从未添加条件下的5%增加到30%,最终环己酮的转化率为13%。最终产品通过简单的分馏真空蒸馏分离,这是化学工业中的一种标准技术,总质量平衡为95%,己内酯的分离收率为72%,而最高收率为13%。值得注意的是,由于反应条件温和(50°C),在BVO反应过程中没有观察到副产物的形成。相比之下,工业过程可以产生高达最终产品15%的副产物(特别是6-羟基己酸),大大降低了过程效率和可持续性。
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引用次数: 0
CeO2- and MnO2-Loaded Coal Gasification Coarse Slag Catalytic Ozonation for Degradation of Refractory Organics in Coal Chemical Wastewater 载CeO2和mno2煤气化粗渣催化臭氧氧化降解煤化工废水中的难降解有机物
IF 4.2 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2026-01-30 DOI: 10.1021/acs.iecr.5c04146
Yang-Yang Xu, Xing Fan, Hai-Xu Zou, Yu Wang, Shan-Zhao Feng, Xiao-Yan He, Xiang Bai, Yierxiati Dilixiati, Guligena Pidamaimaiti, Xian-Yong Wei
Efficient resource utilization of coal gasification coarse slag (CGCS) is critical for ecological sustainability and industrial economics. A low-cost, high-performance catalyst loaded with cerium-manganese oxide (CeO2–MnO2/CGCS) was prepared via an impregnation-hydrothermal synthesis. The catalytic ozonation activity of CeO2–MnO2/CGCS was evaluated based on the removal rate of chemical oxygen demand (COD) for both simulated and actual coal chemical wastewater. For simulated wastewater, the COD removal rates of phenol-, naphthalene-, and benzofuran-containing wastewater were 81.2%, 58.9% and 56.6%, respectively, with the existence of CeO2–MnO2/CGCS, and the COD removal rate of mixed simulated wastewater containing the above compounds reached 66.3%. When CeO2–MnO2/CGCS was applied to actual coal chemical wastewater, the COD decreased from 200 to 36.5 mg/L with a removal rate of 81.7%. In comparison, the COD removal rate using a commercial catalyst was 72.9%, indicating the potential industrial application of CeO2–MnO2/CGCS. Furthermore, it was demonstrated that hydroxyl radicals (·OH) are the key reactive substances in the degradation of organics by adding a free radical scavenger (5,5-dimethyl-1-pyrroline-N-oxide) into the catalytic ozonation degradation of phenol-containing wastewater. Meanwhile, the mechanism of catalytic ozonation degradation of organics in coal chemical wastewater using CeO2–MnO2/CGCS as the catalyst is also proposed.
煤气化粗渣资源的高效利用具有重要的生态可持续性和产业经济意义。采用浸渍-水热合成法制备了一种低成本、高性能的负载铈锰氧化物催化剂(CeO2-MnO2 /CGCS)。通过对模拟和实际煤化工废水中化学需氧量(COD)的去除率,评价了CeO2-MnO2 /CGCS的催化臭氧化活性。对于模拟废水,在CeO2-MnO2 /CGCS存在的情况下,含酚、萘和苯并呋喃的废水COD去除率分别为81.2%、58.9%和56.6%,含上述化合物的混合模拟废水COD去除率达到66.3%。将CeO2-MnO2 /CGCS应用于实际煤化工废水,COD由200 mg/L降至36.5 mg/L,去除率达81.7%。相比之下,工业催化剂对COD的去除率为72.9%,表明CeO2-MnO2 /CGCS具有工业应用潜力。此外,通过添加自由基清除剂(5,5-二甲基-1-吡咯啉- n -氧化物)催化臭氧氧化降解含酚废水,证明了羟基自由基(·OH)是降解有机物的关键反应物质。同时,提出了以CeO2-MnO2 /CGCS为催化剂催化臭氧氧化降解煤化工废水中有机物的机理。
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引用次数: 0
Wetting-Governed Heterogeneous Nucleation on Corrugated Reverse Osmosis Membranes: f(θ) Outperforms Ra as a Predictor of Scaling 湿控非均相成核在波纹反渗透膜上:f(θ)优于Ra作为结垢的预测因子
IF 4.2 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2026-01-29 DOI: 10.1021/acs.iecr.5c03402
Yuxuan Yi, Rui Bai, Zhen-Liang Xu, Liang Cheng, Yong-Jian Tang
Roughness plays an important role in scaling on reverse osmosis (RO) membranes, yet the underlying mechanisms remain unclear. Here, we investigate the scaling behavior of three polyamide composite RO membranes (RO-L, RO-M, and RO-H) with systematically varied surface roughness. By tracking scaling evolution and introducing a wetting factor, f(θ), we elucidate how the surface microstructure regulates heterogeneous nucleation. Membranes with lower f(θ) values exhibited a delayed scaling onset (flux decline <20%), attributed to a larger effective filtration area and enhanced local turbulence that suppressed early gypsum deposition. However, their ridge-like structures also led to more irreversible scaling. Notably, f(θ) showed a stronger correlation with scaling propensity than average roughness (Ra), highlighting wetting characteristics as a more reliable descriptor.
粗糙度在反渗透(RO)膜的结垢中起重要作用,但其潜在机制尚不清楚。在这里,我们研究了三种不同表面粗糙度的聚酰胺复合反渗透膜(RO- l, RO- m和RO- h)的结垢行为。通过跟踪结垢演变和引入润湿因子f(θ),我们阐明了表面微观结构如何调节非均相成核。f(θ)值较低的膜表现出延迟的结垢开始(通量下降<;20%),这是由于更大的有效过滤面积和增强的局部湍流抑制了早期石膏沉积。然而,它们的脊状结构也导致了更多的不可逆结垢。值得注意的是,f(θ)比平均粗糙度(Ra)与结垢倾向的相关性更强,这表明润湿特征是一个更可靠的描述符。
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引用次数: 0
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Industrial & Engineering Chemistry Research
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