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Waste PET-derived Co-MOF catalytic membrane: Achieving high-efficiency and sustainable antibiotics removal from water through visible-light-activated peroxymonosulfate 废弃pet衍生的Co-MOF催化膜:通过可见光活化的过氧单硫酸盐实现高效和可持续的水中抗生素去除
IF 9.8 1区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-03 DOI: 10.1016/j.desal.2026.119848
Huamei He , Meixuan Xin , Jun Wang , Xi Chen , Feifei Wei , Qiangbin Yang , Chenglong Yu , Guangyong Zeng , Chong-Chen Wang
Antibiotics represent a prototypical class of micropollutants, characterized by their diverse types, complex molecular structures, varied forms, and poorly understood environmental impacts. This study utilized waste polyethylene terephthalate (PET) as the raw material to synthesize Co-MOF nanorods catalyst via an efficient solvent-thermal “one-pot” approach. Subsequently, the catalyst was anchored onto a polyvinylidene fluoride (PVDF) substrate via polydopamine (PDA) cross-linking and a catalytic membrane was fabricated by vacuum filtration for antibiotic degradation. Experimental results demonstrated that under the synergistic effect of visible light and peroxymonosulfate (PMS) activation, the catalytic membrane achieved 97.63 % degradation of tetracycline hydrochloride (TCH) within a mere 25 min (k = 0.1645 min−1). Moreover, after five reuse cycles, it continued to exhibit a degradation efficiency exceeding 85 %. Significantly, it exhibited good performance for the degradation of various antibiotics, such as oxytetracycline and ceftriaxone sodium. Density functional theory (DFT) calculations revealed an efficient adsorption and activation pathway of PMS on the membrane surface. High performance liquid chromatography-mass spectrometry (HPLC-MS) and toxicity assessments unveiled the TCH degradation pathways and lower toxicity of intermediates. This “trash-to-treasure” approach not only establishes a novel pathway for the low-cost and large-scale production of MOFs but also achieves a “one-stone-two-birds” effect, offering a promising strategy for efficient and low-carbon treatment of antibiotic wastewater.
抗生素是一类典型的微污染物,其特点是类型多样,分子结构复杂,形式多样,对环境的影响知之甚少。本研究以废聚对苯二甲酸乙二醇酯(PET)为原料,采用高效的溶剂-热“一锅法”合成了Co-MOF纳米棒催化剂。随后,通过聚多巴胺(PDA)交联将催化剂固定在聚偏氟乙烯(PVDF)底物上,并通过真空过滤制备用于抗生素降解的催化膜。实验结果表明,在可见光和过氧单硫酸盐(PMS)活化的协同作用下,该催化膜在25 min (k = 0.1645 min−1)内对盐酸四环素(TCH)的降解率达到97.63%。而且,经过5次重复使用,它的降解效率仍然超过85%。值得注意的是,它对土霉素和头孢曲松钠等多种抗生素具有良好的降解性能。密度泛函理论(DFT)计算揭示了PMS在膜表面的有效吸附和活化途径。高效液相色谱-质谱(HPLC-MS)和毒性评价揭示了TCH的降解途径和中间体的低毒性。这种“垃圾变宝”的方法不仅为mof的低成本规模化生产开辟了一条新途径,而且实现了“一石二鸟”的效果,为抗生素废水的高效低碳处理提供了一条有前景的策略。
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引用次数: 0
Dual-network aerogel microspheres of hydrazone-linked COFs for dynamic U(VI) capture 用于动态U(VI)捕获的腙连接COFs双网络气凝胶微球
IF 9.8 1区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-03 DOI: 10.1016/j.desal.2026.119845
Yuzhuo Xiong , Min Li , Wei Gao , Shixian Wu , Wansheng Zhang , Jun Gao , Qinghui Shou , Xiangfeng Liang , Huizhou Liu
The extraction of uranium from seawater represents a promising approach to securing future nuclear fuel resources. Powder adsorbents with excellent performance in seawater have been extensively studied; however, their cycling stability and operational practicality remain limited. In this study, COF-TpTDH was incorporated into a sodium alginate/polyvinyl alcohol (SA/PVA) matrix using homogeneous blending-ion crosslinking technique. And aerogel microspheres (TpTDH@SPC) with interpenetrating dual networks were formed. The resultant microsphere exhibits superior mechanical properties, with a pressure resistance of 1.17 Mpa. Importantly, the hydrazone and β-ketoenamine structures within the COF introduce specific coordination sites that enable selective and efficient capture of uranyl ions. The material exhibited a maximum theoretical adsorption capacity of 325.36 mg g−1, and its distribution coefficient (Kd) of 9860 mL g−1 was significantly higher than that of other coexisting metal ions. In addition, TpTDH@SPC exhibit excellent dynamic adsorption performance, with a dynamic breakthrough adsorption capacity of 630.10 mg g−1, enabling the continuous treatment of 9.56 L of uranium at a concentration of 15 mg L−1. This result demonstrates their strong potential for industrial applications in continuous-flow processes.
从海水中提取铀是确保未来核燃料资源的一种很有前途的方法。粉末吸附剂在海水中具有优良的吸附性能,得到了广泛的研究;然而,它们的循环稳定性和操作实用性仍然有限。本研究采用均匀共混-离子交联技术将COF-TpTDH掺入海藻酸钠/聚乙烯醇(SA/PVA)基质中。形成具有互穿双网络的气凝胶微球(TpTDH@SPC)。制备的微球具有优异的力学性能,耐压性能为1.17 Mpa。重要的是,COF中的腙和β-酮胺结构引入了特定的配位位点,能够选择性和有效地捕获铀酰离子。该材料的最大理论吸附量为325.36 mg g−1,其分配系数(Kd)为9860 mL g−1,显著高于其他共存金属离子。此外,TpTDH@SPC表现出优异的动态吸附性能,动态突破吸附量为630.10 mg g−1,可在浓度为15 mg L−1的条件下连续处理9.56 L的铀。这一结果表明了它们在连续流过程中的工业应用潜力。
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引用次数: 0
High-yield integrated solar still with flat-plate collector and internal condensers for decentralized potable water production in arid regions 具有平板收集器和内部冷凝器的高产集成太阳能蒸馏器,用于干旱地区分散的饮用水生产
IF 9.8 1区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-03 DOI: 10.1016/j.desal.2025.119827
Sanjay Salve , Vivekanandan N , Mahdev Madgule , Rajeswari K
Achieving water security in arid and remote regions remains a major challenge, particularly where centralized treatment infrastructure is absent. Solar desalination offers a sustainable pathway, but the productivity of conventional solar stills is typically low. This study presents an integrated high-yield solar still that synergistically combines a flat plate collector (FPC) to enhance thermal input, a front-wall reflector to increase solar irradiation on the basin, and side-wall evaporative condensers to intensify vapor condensation. Experimental investigations were conducted to evaluate the individual and combined effects of these components. The fully integrated configuration achieved a significantly enhanced distillate yield of 12.3 L/m2/day—more than 300 % higher than a conventional basin-type still (2.9 L/m2/day)—with an overall thermal efficiency of 42.6 %. The results confirm that strategic coupling of heat-input and heat-rejection enhancement methods can overcome the intrinsic limitations of passive solar stills. This integrated approach provides a practical, low-energy solution for decentralized potable water production in sun-rich, water-scarce, and off-grid communities.
在干旱和偏远地区实现水安全仍然是一项重大挑战,特别是在缺乏集中处理基础设施的地区。太阳能脱盐提供了一条可持续的途径,但传统太阳能蒸馏器的生产率通常很低。本研究提出了一种集成的高产太阳能蒸馏器,它协同结合了平板集热器(FPC)来增强热输入,前壁反射器来增加对盆的太阳辐照,侧壁蒸发冷凝器来加强蒸汽冷凝。进行了实验研究,以评估这些成分的单独和联合作用。完全集成的配置显著提高了馏出物产量,达到12.3升/平方米/天,比传统的盆式蒸馏器(2.9升/平方米/天)高出300%,整体热效率为42.6%。研究结果表明,热输入和热排除强化方法的策略耦合可以克服被动式太阳能蒸馏器的固有局限性。这种综合方法为阳光充足、缺水和离网社区的分散式饮用水生产提供了一种实用、低能耗的解决方案。
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引用次数: 0
Clean enough? Acceptance of urine-derived dry fertilizer and water shaped by religious and social norms in a water-scarce Islamic context 足够干净吗?在缺水的伊斯兰背景下,接受由宗教和社会规范形成的尿液衍生的干肥料和水
IF 9.8 1区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-02 DOI: 10.1016/j.desal.2025.119804
Melissa A. Barton , Dheaya Alrousan , Luis Fernando Perez-Mercado , Sahar S. Dalahmeh , Anastasija Vasiljev , Jan-Olof Drangert , Prithvi Simha
Although wastewater irrigation is broadly accepted in many water-scarce regions, proposals to recycle human urine often face greater social resistance. We hypothesized that this resistance stems because “urine” is perceived as a symbolic substance that triggers stronger cultural and psychological responses than “wastewater.” We further predicted that framing urine recycling as nutrient recovery versus water recycling would elicit distinct patterns of acceptance. To test this, we conducted a structured survey in Jordan, evaluating support for four urine recycling scenarios: dry fertilizer, and reclaimed water for handwashing, toilet flushing, or irrigation—each presented in both general and proximal contexts. Support was consistently high for dry fertilizer, particularly when applied to non-food crops, while recycled water for intimate uses such as handwashing received the lowest support. Perception of Islamic jurisprudence regarding cleanliness emerged as central to how respondents evaluated urine-derived water: those who classified it as taher (clean but not purifying) or tahoor (ritually clean and purifying) were generally more supportive, while those who viewed it as najis (impure) tended to oppose all forms of recycling. Perceived approval from family and close social circles was a stronger predictor of support than perceived views within the wider religious community, affirming that acceptance is negotiated largely through interpersonal norms in this context. Cluster analysis identified two respondent profiles: a more open group who supported most forms of urine recycling, saw environmental value in the practice, and viewed recycled water as taher; and a more skeptical group who were less supportive, particularly in personal or proximate contexts, often viewed the water as najis, and anticipated strong social disapproval. Our findings suggest that a starting point for broadening public acceptance of urine recycling could involve engaging agrarian communities, where familiarity with existing wastewater irrigation practices may contribute to greater openness toward resource recovery from human urine. Among the scenarios tested, dry fertilizer derived from urine appears especially promising, as it bypasses many of the cultural and symbolic barriers associated with recycling.
虽然废水灌溉在许多缺水地区被广泛接受,但回收人类尿液的建议往往面临更大的社会阻力。我们假设这种抵制源于“尿液”被视为一种象征性物质,比“废水”引发更强烈的文化和心理反应。我们进一步预测,将尿液回收作为营养物质回收与水回收的对比将引起不同的接受模式。为了验证这一点,我们在约旦进行了一项结构化调查,评估了四种尿液回收方案的支持度:干肥料、用于洗手、冲厕所或灌溉的再生水——每种方案都在一般和近端环境中提出。对干肥料的支持一直很高,特别是在用于非粮食作物时,而用于私人用途(如洗手)的循环水得到的支持最低。伊斯兰法理对清洁的看法是受访者如何评价尿源水的核心:那些将其归类为taher(清洁但不净化)或tahoor(仪式上清洁和净化)的人通常更支持,而那些认为它是najis(不纯净)的人倾向于反对一切形式的回收利用。来自家庭和亲密社交圈的认可比来自更广泛的宗教团体的认可更能预测支持,这证实了在这种情况下,接受主要是通过人际规范来协商的。聚类分析确定了两种受访者概况:一种是更开放的群体,他们支持大多数形式的尿液回收,认为这种做法具有环境价值,并将循环水视为一种教育;而持怀疑态度的群体则不太支持,尤其是在个人或近距离的环境中,他们经常将水视为naji,并预计会遭到强烈的社会反对。我们的研究结果表明,扩大公众对尿液回收的接受程度的起点可以包括农业社区,在那里熟悉现有的废水灌溉实践可能有助于对人类尿液资源回收的更大开放性。在测试的场景中,从尿液中提取的干肥料似乎特别有希望,因为它绕过了与回收有关的许多文化和象征障碍。
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引用次数: 0
Optimizing lithium recovery from simulated battery leachate via selective electrodialysis: Parametric and statistical insights 通过选择性电渗析优化从模拟电池渗滤液中回收锂:参数和统计见解
IF 9.8 1区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-02 DOI: 10.1016/j.desal.2025.119812
Petric Marc Ruya , Mohammed Saif Ismail Hameed , Anton Swennen , Peter Goos , I. Gede Wenten , Xing Yang
Selective electrodialysis (SED) is a promising method to extract lithium from LIB leachate solution containing coexisting divalent cations. However, the optimization of the process is not trivial due to many influencing parameters. Current studies did not consider the interaction effects between operating parameters, leading to incomplete or local optimization. To fill this knowledge gap, this research integrated a statistical approach to study the relevance of the interactions between the operating parameters. Using a realistic synthetic LIB leachate, the SED performance was studied via analysing the interplay amongst voltage, hydrodynamics, feed composition and multi-stage configuration. The results demonstrated that each operating parameter exerted a distinct and measurable influence on the key performance metrics, even when evaluated against the same response variable. In particular, the multistage operation offered distinct advantages: both two-stage and three-stage configurations maintained more consistent selectivity over time compared to single-stage. Notably, the three-stage system reduced energy consumption by up to 57.8 %. To streamline experimentation and identify optimal conditions, statistical design of experiments (DOE) was employed to evaluate the statistical significance of individual effect of each operating parameter and also their interactions. The resulting regression model enabled the identification of an optimal operating window that maximized Li+ transport rate, selectivity, and energy efficiency. Under optimized conditions, incorporating the interaction effects between relevant parameters, the SED system achieved a Li+/Co2+ permselectivity of 17.3, a Li+ transport rate of 0.34 mmol/s.m.2, and a SEC of approximately 20 kWh/(kg Li). Overall, this study demonstrates the utility of statistical DOE and parametric analysis in enhancing separation performance and energy efficiency, and underscores the importance of optimizing operating conditions for sustainable lithium recovery.
选择性电渗析(SED)是一种很有前途的从含有共存二价阳离子的锂离子锂浸出液中提取锂的方法。然而,由于影响工艺的参数众多,工艺优化并非易事。目前的研究没有考虑运行参数之间的相互作用,导致不完全优化或局部优化。为了填补这一知识空白,本研究整合了一种统计方法来研究运行参数之间相互作用的相关性。利用实际合成LIB渗滤液,通过分析电压、流体力学、进料成分和多级配置之间的相互作用,研究了SED的性能。结果表明,即使是针对相同的响应变量进行评估,每个操作参数也会对关键性能指标产生明显且可测量的影响。特别是,多级操作具有明显的优势:与单级相比,两级和三级配置都能保持更一致的选择性。值得注意的是,三级系统减少了高达57.8%的能耗。为了简化实验流程,确定最佳实验条件,采用实验统计设计(DOE)来评估各操作参数的个体效应及其相互作用的统计显著性。由此产生的回归模型能够确定一个最佳的操作窗口,最大限度地提高Li+的输运率、选择性和能源效率。在优化条件下,考虑了相关参数之间的相互作用,SED体系的Li+/Co2+选择性为17.3,Li+输运率为0.34 mmol/s.m。2, SEC约为20 kWh/(kg Li)。总体而言,该研究证明了统计DOE和参数分析在提高分离性能和能源效率方面的实用性,并强调了优化操作条件对可持续锂回收的重要性。
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引用次数: 0
A comprehensive review of the sustainability of electrochemical technologies combined with membrane processes: Technoeconomic and life cycle assessments 电化学技术与膜工艺相结合的可持续性的综合综述:技术经济和生命周期评估
IF 9.8 1区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-02 DOI: 10.1016/j.desal.2025.119811
Adewale Giwa , Hussein Kehinde Amusa
Electrochemical membrane technologies (EMTs) represent promising sustainable alternatives for desalination, resource recovery, and clean energy generation, though their large-scale deployment remains limited by economic and environmental challenges. Techno-economic analysis (TEA) and life cycle assessment (LCA) provide complementary insights into their sustainability and competitiveness relative to reverse osmosis (RO), multi-stage flash (MSF), and steam methane reforming (SMR). TEA results show water production costs ranging from $0.10 to $6.68/m3, with ED and MCDI being most cost-effective ($0.10–0.39/m3), outperforming RO ($0.4–0.8/m3) under low-salinity conditions. RED and hybrid ED-RO systems show intermediate costs ($0.22–3.41/m3), while BMED processes for chemical recovery range between $0.24 and $4.6/kg. In hydrogen generation, PEME achieves $3.0–7.1/kg H2, outperforming SMR (≈$10–12/kg), and BMED-based CO2 capture costs as low as $0.25–1.08/kg CO2. Energy consumption across EMTs ranges from 0.4 to 2.5 kWh/m3, lower than thermal processes (5–25 kWh/m3) and comparable to RO (1.5–3 kWh/m3). Renewable-powered systems such as photo-electrodialysis further reduce energy intensity, while BMED demands higher inputs (up to 12.6 kWh/m3) offset by byproduct valorization. LCA findings show global warming potentials from 0.35 to 7.62 kg CO2-eq/m3, with photo-ED lowest (0.076–1.47) and BMED highest (up to 67.9). PEME's 2.37–2.42 kg CO2-eq/kg H2 emissions are far below SMR's 10.8 kg CO2-eq/kg H2, confirming its decarbonization potential. This review reveals that EMTs are competitive compared to conventional systems when optimized for renewable integration, selective recovery, and material innovation. Electricity input, membrane cost, and salinity remain key performance drivers, emphasizing the need for integrated TEA-LCA frameworks to scale EMTs toward circular water-energy systems.
电化学膜技术(emt)在海水淡化、资源回收和清洁能源发电方面具有可持续发展的前景,但其大规模应用仍受到经济和环境挑战的限制。技术经济分析(TEA)和生命周期评估(LCA)提供了相对于反渗透(RO)、多级闪蒸(MSF)和蒸汽甲烷重整(SMR)的可持续性和竞争力的补充见解。TEA结果显示,在低盐度条件下,ED和MCDI最具成本效益(0.10 - 0.39美元/立方米),优于RO(0.4-0.8美元/立方米),产水成本为0.10 - 6.68美元/立方米。RED和混合ED-RO系统的成本介于中间(0.22-3.41美元/立方米),而BMED工艺的化学回收成本介于0.24美元至4.6美元/公斤之间。在制氢方面,PEME达到3.0-7.1美元/kg H2,优于SMR(≈10-12美元/kg),基于bmed的二氧化碳捕集成本低至0.25-1.08美元/kg CO2。emt的能耗范围为0.4至2.5 kWh/m3,低于热过程(5-25 kWh/m3),与RO (1.5-3 kWh/m3)相当。光电渗析等可再生能源系统进一步降低了能源强度,而BMED需要更高的输入(高达12.6 kWh/m3)来抵消副产品的增值。LCA结果显示,全球变暖潜能值在0.35 ~ 7.62 kg CO2-eq/m3之间,其中光电ed最低(0.076 ~ 1.47),BMED最高(高达67.9)。PEME的2.37-2.42 kg co2当量/kg H2排放量远低于SMR的10.8 kg co2当量/kg H2,证实了其脱碳潜力。这篇综述表明,与传统系统相比,emt在可再生能源整合、选择性回收和材料创新方面具有竞争力。电力投入、膜成本和盐度仍然是关键的性能驱动因素,强调需要集成TEA-LCA框架来将emt扩展到循环水能系统。
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引用次数: 0
Pioneering MXene membranes for next-generation desalination: A review of functionalization, hybridization, and chemical modifications 用于下一代海水淡化的开创性MXene膜:功能化,杂交和化学修饰的综述
IF 9.8 1区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-02 DOI: 10.1016/j.desal.2025.119822
Aqsa Kanwal , Song Luo , Kaiyang Li , Solomon-Oshioke Agbedor , Xiaohe Tian , Bo Liu , Cuie Wen , Hong Wu
Water scarcity currently affects millions of people worldwide, driving urgent demand for efficient and cost-effective desalination technologies. MXene-based membranes have garnered significant attention among novel 2D materials due to their tunable surface chemistry (O, –OH, F, Cl groups), high hydrophilicity, and exceptional physicochemical properties. However, challenges such as membrane fouling, the permeability–selectivity trade-off, structural degradation, and inadequate long-term stability hinder their desalination performance. Modification of MXene materials has emerged as a key strategy to overcome these limitations. Although significant achievements have been made in recent years, a comprehensive review summarizing the latest advances in MXene-based membranes was greatly needed. In the current review, we bridge this knowledge gap by critically evaluating recent breakthroughs in advanced modification techniques encompassing surface-functionalization, hybridization, and chemical-modification strategies that enable precise nanochannel engineering, enhanced ion selectivity, swelling resistance, and superior antifouling properties. Separation mechanisms are discussed in detail, clarifying how size sieving, Donnan exclusion, and surface adsorption jointly govern water and ion transport in MXene-based desalination systems. The approaches to synthesis of MXene nanosheets and membrane structures are also briefly described. In addition, we examine key performance metrics such as water flux, salt rejection, selectivity, and stability under operational conditions, with quantitative benchmarks from recent studies demonstrating significant advantages of modified MXene membranes over conventional polymeric nanofiltration and reverse osmosis membranes. Moreover, this review discusses critical challenges and future prospects for modified MXene membranes, highlighting the need for stable interlayer designs, eco-friendly synthesis methods, and scalable fabrication while addressing key hurdles such as elevated synthesis costs, safety risks from fluoride etchants, constrained MAX phase precursor supply, and difficulties in achieving uniform large-scale production. By systematically connecting specific modifications directly to desalination-relevant metrics and performance targets, this review provides a clear pathway toward commercially viable, sustainable MXene membranes for next-generation desalination.
水资源短缺目前影响着全世界数百万人,推动了对高效、经济的海水淡化技术的迫切需求。基于mxene的膜由于其可调的表面化学(O, -OH, F, Cl基团),高亲水性和特殊的物理化学性质,在新型二维材料中引起了极大的关注。然而,膜污染、渗透性-选择性权衡、结构降解和长期稳定性不足等挑战阻碍了它们的脱盐性能。改性MXene材料已成为克服这些限制的关键策略。尽管近年来取得了显著的进展,但对mxene基膜的最新进展进行全面的综述是非常必要的。在当前的综述中,我们通过批判性地评估先进修饰技术的最新突破,包括表面功能化,杂交和化学修饰策略,从而弥补了这一知识差距,这些技术可以实现精确的纳米通道工程,增强离子选择性,抗膨胀性和卓越的防污性能。详细讨论了分离机制,阐明了粒径筛选、Donnan排除和表面吸附如何共同控制mxene基海水淡化系统中的水和离子传输。本文还简要介绍了MXene纳米片和膜结构的合成方法。此外,我们研究了关键的性能指标,如水通量、盐截除率、选择性和操作条件下的稳定性,最近研究的定量基准表明,改性MXene膜比传统的聚合物纳滤和反渗透膜具有显著的优势。此外,本文还讨论了改性MXene膜的关键挑战和未来前景,强调了稳定的层间设计、环保的合成方法和可扩展的制造,同时解决了合成成本上升、氟化物蚀刻剂的安全风险、MAX相前体供应受限以及实现统一大规模生产的困难等关键障碍。通过系统地将特定的修改直接与脱盐相关的指标和性能目标联系起来,本综述为下一代脱盐MXene膜的商业可行性和可持续性提供了一条清晰的途径。
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引用次数: 0
Precision sieving of sulfates using positively charged nanofiltration membranes 用带正电的纳滤膜对硫酸盐进行精密筛分
IF 9.8 1区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-02 DOI: 10.1016/j.desal.2025.119832
Shibo Guo , Jianquan Luo , Weijie Song , Yinhua Wan , Hongchao Gao , Mingbo Ji , Xiangrong Chen
Nanofiltration (NF) membranes have been extensively applied in lithium extraction from salt lakes and the treatment of mining wastewater. However, current research on the selective separation performance of NF membranes is predominantly focused on chloride systems, with significantly fewer studies addressing the separation of metal ions in sulfate systems. In this study, three commercially available NF membranes were modified to carry positive charge through EDC/NHS activation of surface carboxyl groups, followed by grafting with polyethyleneimine (PEI). The feasibility and separation mechanisms of these positively charged NF membranes for metal ion separation in sulfate systems were investigated, with emphasis on the synergistic effects of size exclusion and Donnan exclusion. Compared to the pristine membranes, the modified ones exhibited a reduction in water flux but a significant improvement in the Mg2+/Li+ separation factor. Among them, the modified NF7 membrane achieved the highest separation factor, exceeding 95. The results indicate that membrane pore size is the dominant factor in sulfate-system separation, while the positive charge contributes more significantly only within an appropriate pore size range. Furthermore, the modified NF7 membrane demonstrated excellent operational stability for treating Mg2+/Li+ mixed sulfate solutions, maintaining high separation performance under various Mg2+/Li+ ratios, total salt concentrations, and pH levels. During a 24-hour continuous test, it sustained a stable flux of approximately 15.5 L·m−2·h−1·bar−1 while retaining a high separation factor. The Li+ purity in the permeate was significantly enhanced, reaching 93.5 % after two-stage filtration. This study offers valuable insights and a practical framework for the selective separation of metal ions in sulfate systems using positively charged nanofiltration membranes.
纳滤膜在盐湖提锂和矿山废水处理中得到了广泛的应用。然而,目前对纳滤膜选择性分离性能的研究主要集中在氯离子系统上,而对硫酸盐系统中金属离子分离的研究明显较少。在这项研究中,通过EDC/NHS活化表面羧基,然后接枝聚乙烯亚胺(PEI),对三种市售NF膜进行修饰,使其携带正电荷。研究了这些带正电的纳滤膜在硫酸盐体系中分离金属离子的可行性和分离机理,重点研究了尺寸排斥和Donnan排斥的协同作用。与原始膜相比,改性膜的水通量降低,但Mg2+/Li+分离系数显著提高。其中,改性NF7膜的分离系数最高,达到95以上。结果表明,膜孔径是硫酸盐体系分离的主导因素,而正电荷的作用只有在适当孔径范围内才更为显著。此外,改性后的NF7膜在处理Mg2+/Li+混合硫酸盐溶液中表现出良好的操作稳定性,在各种Mg2+/Li+比、总盐浓度和pH水平下均保持较高的分离性能。在24小时连续测试中,它保持了大约15.5 L·m−2·h−1·bar−1的稳定通量,同时保持了较高的分离系数。两级过滤后,渗透液中Li+的纯度显著提高,达到93.5%。本研究为使用带正电的纳滤膜在硫酸盐系统中选择性分离金属离子提供了有价值的见解和实用框架。
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引用次数: 0
Porous electrospun membranes with regenerable bifunctionality for on-site uranium detection and efficient capture 具有可再生双功能的多孔电纺丝膜,用于现场铀检测和高效捕获
IF 9.8 1区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-02 DOI: 10.1016/j.desal.2026.119847
Xiaojiao Qi , Jiahui Zhu , Yuan Yuan , Jing Yu , Qi Liu , Jingyuan Liu , Yingwei Wang , Ying Xu , Jun Wang
Uranium is a key fuel for nuclear energy, but its extraction and utilization cause uranyl ion entering aquatic environments, threatening human health. Thus, efficient uranium adsorption and detection methods are of great importance. Here, we prepared a Eu-MOF/PAN fiber membrane by electrospinning Europium (III) metal–organic framework (Eu-MOF) and polyacrylonitrile (PAN), then surface grafting modification with chitosan (CS) to obtain Eu-MOF/PAN-CS which exhibited simultaneously adsorb and detect uranyl ions. Notably, this composite material exhibited excellent detection sensitivity, with the detection limit of 9.9 nM and saturation adsorption capacity of up to 282.7 mg/g. In addition, Eu-MOF/PAN-CS showed high detection accuracy in complex water samples such as Dalian seawater and simulated nuclear wastewater, with results consistent with using the ICP-MS. This work innovatively incorporated Eu-MOFs into electrospun membranes, resolving the instability and recovery challenges. After five adsorption-desorption cycles, the recovery rate for U(VI) remained 81.88 %, which proves that Eu-MOF/PAN-CS is an excellent uranium enrichment and detection material.
铀是核能的关键燃料,但其开采和利用导致铀酰离子进入水生环境,威胁人类健康。因此,高效的铀吸附和检测方法具有重要的意义。本文采用静电纺丝法制备了铕(III)金属有机骨架(Eu-MOF)和聚丙烯腈(PAN)纤维膜,然后用壳聚糖(CS)进行表面接枝改性,得到了同时吸附和检测铀酰离子的Eu-MOF/PAN-CS纤维膜。值得注意的是,该复合材料具有优异的检测灵敏度,检测限为9.9 nM,饱和吸附量高达282.7 mg/g。此外,Eu-MOF/PAN-CS在大连海水和模拟核废水等复杂水样中具有较高的检测精度,与使用ICP-MS的结果一致。这项工作创新地将eu - mof加入到电纺丝膜中,解决了不稳定性和恢复方面的挑战。经过5次吸附-解吸循环后,U(VI)的回收率为81.88%,证明了Eu-MOF/PAN-CS是一种优良的铀富集和检测材料。
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引用次数: 0
Physics-informed machine learning for electroosmotic flow in graphene nanochannels: Towards next-generation desalination membranes 石墨烯纳米通道中电渗透流动的物理信息机器学习:迈向下一代海水淡化膜
IF 9.8 1区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-01 DOI: 10.1016/j.desal.2025.119824
Vinay Arya , Ankit Agarwal , Chirodeep Bakli
Reducing specific energy consumption for water desalination remains a central challenge for achieving sustainable freshwater production. Electroosmotic flow (EOF) inside graphene nanochannels underpins a promising pathway for electrically regulated desalination membranes, energy storage, and osmotic energy harvesting. However, molecular dynamics studies capture nanoscale details; they are computationally intensive, and continuum approaches break down at nanoscale dimensions. In this work, a physics-informed neural network (PINN) predicts electroosmotic velocities, charge densities, and density profiles within nanochannels relevant to water purification applications. The training data are obtained from molecular simulations, spanning confinements of 1.75 nm −7.9 nm and electric fields up to 1.1 V/nm, surface charge densities up to −0.12C/m2, and ionic concentrations corresponding to regimes of brackish and seawater desalination. The PINN model embeds the continuum framework of 1-D electroosmotic equations in the most fundamental form to ensure physical consistency while learning with limited data. The model reproduces MD results with strong agreement, with electroosmotic velocity predictions achieving an R2>0.97. This PINN approach reduces computational time from hours to minutes, offering a scalable tool for nanofluidic design. Notably, the framework enables the rapid evaluation of key desalination performance metrics, such as water flux versus energy cost, and the identification of optimal regimes. By bridging the atomistic and continuum scales, this work not only models EOF within graphene nanoconfinements but also highlights the potential of physics-informed modelling in the rational design of high-performance desalination systems.
减少海水淡化的具体能源消耗仍然是实现可持续淡水生产的核心挑战。石墨烯纳米通道内的电渗透流(EOF)为电调节脱盐膜、能量储存和渗透能量收集提供了一条有前途的途径。然而,分子动力学研究捕捉到了纳米尺度的细节;它们是计算密集型的,连续体方法在纳米尺度上崩溃。在这项工作中,一个物理信息神经网络(PINN)预测了与水净化应用相关的纳米通道内的电渗透速度、电荷密度和密度分布。训练数据来自分子模拟,范围为1.75 nm - 7.9 nm,电场高达1.1 V/nm,表面电荷密度高达- 0.12C/m2,离子浓度对应于咸淡水和海水淡化制度。PINN模型以最基本的形式嵌入一维电渗透方程的连续体框架,以确保在有限数据下学习时的物理一致性。该模型与MD结果非常吻合,电渗透速度预测达到R2>;0.97。这种PINN方法将计算时间从几小时缩短到几分钟,为纳米流体设计提供了可扩展的工具。值得注意的是,该框架能够快速评估关键的海水淡化性能指标,例如水通量与能源成本,以及确定最佳制度。通过连接原子尺度和连续尺度,这项工作不仅在石墨烯纳米范围内模拟EOF,而且还强调了物理信息建模在高性能海水淡化系统的合理设计中的潜力。
{"title":"Physics-informed machine learning for electroosmotic flow in graphene nanochannels: Towards next-generation desalination membranes","authors":"Vinay Arya ,&nbsp;Ankit Agarwal ,&nbsp;Chirodeep Bakli","doi":"10.1016/j.desal.2025.119824","DOIUrl":"10.1016/j.desal.2025.119824","url":null,"abstract":"<div><div>Reducing specific energy consumption for water desalination remains a central challenge for achieving sustainable freshwater production. Electroosmotic flow (EOF) inside graphene nanochannels underpins a promising pathway for electrically regulated desalination membranes, energy storage, and osmotic energy harvesting. However, molecular dynamics studies capture nanoscale details; they are computationally intensive, and continuum approaches break down at nanoscale dimensions. In this work, a physics-informed neural network (PINN) predicts electroosmotic velocities, charge densities, and density profiles within nanochannels relevant to water purification applications. The training data are obtained from molecular simulations, spanning confinements of 1.75 nm −7.9 nm and electric fields up to 1.1 V/nm, surface charge densities up to −0.12C/m<sup>2</sup>, and ionic concentrations corresponding to regimes of brackish and seawater desalination. The PINN model embeds the continuum framework of 1-D electroosmotic equations in the most fundamental form to ensure physical consistency while learning with limited data. The model reproduces MD results with strong agreement, with electroosmotic velocity predictions achieving an <span><math><msup><mi>R</mi><mn>2</mn></msup><mo>&gt;</mo><mn>0.97</mn></math></span>. This PINN approach reduces computational time from hours to minutes, offering a scalable tool for nanofluidic design. Notably, the framework enables the rapid evaluation of key desalination performance metrics, such as water flux versus energy cost, and the identification of optimal regimes. By bridging the atomistic and continuum scales, this work not only models EOF within graphene nanoconfinements but also highlights the potential of physics-informed modelling in the rational design of high-performance desalination systems.</div></div>","PeriodicalId":299,"journal":{"name":"Desalination","volume":"623 ","pages":"Article 119824"},"PeriodicalIF":9.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145939802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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