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Numerical simulation of water hammer phenomenon using ANSYS Fluent: a comparative analysis with analytical models and laboratory data 基于ANSYS Fluent的水锤现象数值模拟:与分析模型和实验室数据的对比分析
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2025-11-07 DOI: 10.1007/s13201-025-02643-7
Vahidreza Maskani, Mostafa Nabipour, Ehsan Behnamtalab

This study investigates the water hammer phenomenon using ANSYS Fluent, comparing numerical results with analytical models (Quasi, Zielke, and Brunone) and experimental data from a laboratory setup. The standard k-ε turbulence model was employed to simulate turbulent flow conditions. The findings reveal that the ANSYS-based water hammer simulation shows excellent agreement with both the experimental data and Brunone’s analytical model. Pressure variations were analyzed at two critical locations: the pipe midpoint and the valve vicinity, across different flow velocities. For instance, at a flow velocity of 0.1 m/s, the numerical model predicted a pressure head of 47.263 m near the valve, closely matching the experimental value (46.403 m) and outperforming the Zielke (45.307 m), Brunone (45.526 m), and Quasi (45.521 m) models. These results highlight the high accuracy and reliability of the numerical simulation in capturing water hammer dynamics, suggesting its effectiveness for practical hydraulic system analysis.

本研究利用ANSYS Fluent研究了水锤现象,并将数值结果与解析模型(Quasi、Zielke和Brunone)和实验室实验数据进行了比较。采用标准k-ε湍流模型模拟湍流流动条件。结果表明,基于ansys的水锤模拟结果与实验数据和Brunone的分析模型吻合良好。在不同流速下,分析了两个关键位置的压力变化:管道中点和阀门附近。例如,在流速为0.1 m/s时,数值模型预测阀附近的压头为47.263 m,与实验值(46.403 m)接近,优于Zielke (45.307 m)、Brunone (45.526 m)和Quasi (45.521 m)模型。这些结果表明,数值模拟在捕获水锤动力学方面具有较高的准确性和可靠性,表明其对实际液压系统分析的有效性。
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引用次数: 0
Capability of remote sensing and reanalysis data for water conflict assessment in Helmand River Basin 赫尔曼德河流域水资源冲突评估的遥感和再分析数据能力
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2025-11-07 DOI: 10.1007/s13201-025-02639-3
Eslam Galehban, Saeid Hamzeh, Shadman Veysi, Seyed Kazem AlaviPanah, Quiomars Yazdanpanah Dero, Poolad Karimi

Iran-Afghanistan Helmand River Basin (HRB) is a significant transboundary water resource challenge. The article critically explores Afghan allegations of reduction in HRB water resources and investigates how remote sensing and reanalysis datasets can act as practical neutral conflict resolution tools. Trend analysis from 2000 to 2020 indicates a slight annual decrease in reference evapotranspiration (ETo), while precipitation, snow cover (SC), and snow water equivalent (SWE) remained relatively stable. In contrast, agricultural area nearly doubled from 111,000 to 216,000 hectares, while agricultural water consumption increased from 1.5 to 3.2 BCM. These findings point to human activities in upstream areas as the primary source of reduced downstream water availability. The study highlights the crucial role played by remote sensing and reanalysis datasets in data-poor areas and suggests the establishment of a bilateral technical cooperation committee. The use of complementary data sources can enhance informed decision-making and lessen conflict. By facilitating collaborative transboundary water management, this Research makes a directly contributes the Sustainable Development Goal (SDG) 6.5.2, the equitable and sustainable use of water.

伊朗-阿富汗赫尔曼德河流域(HRB)是一个重大的跨界水资源挑战。本文批判性地探讨了阿富汗关于HRB水资源减少的指控,并调查了遥感和再分析数据集如何作为实用的中立冲突解决工具。2000 - 2020年的趋势分析表明,参考蒸散发(ETo)每年略有减少,而降水、积雪(SC)和雪水当量(SWE)保持相对稳定。相比之下,农业面积从11.1万公顷增加到21.6万公顷,几乎翻了一番,农业用水量从1.5亿立方米增加到32亿立方米。这些发现表明,上游地区的人类活动是下游可用水量减少的主要来源。该研究强调了遥感和再分析数据集在数据匮乏地区发挥的关键作用,并建议建立一个双边技术合作委员会。使用补充数据源可以加强知情决策并减少冲突。本研究通过促进跨界水资源协同管理,为实现可持续发展目标6.5.2——水资源的公平和可持续利用做出了直接贡献。
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引用次数: 0
Drought risk assessment using geospatial technique-based NDVI with rain-based drought indices: a case study of Gandak river command in India 基于地理空间技术的NDVI与基于降雨的干旱指数的干旱风险评估:以印度Gandak河流域为例
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2025-11-04 DOI: 10.1007/s13201-025-02635-7
L. B. Roy, M. P. Akhtar, Shweta Kodihal, Md Tanzil Alam

The present study focuses on assessment of drought risk affecting human activities in the command area of a Himalayan River Project, namely, the Gandak River Project in northern India using extensive geospatial techniques and climatic data-based drought indices. A 100-year dataset for precipitation and temperature was analyzed to characterize meteorological droughts. Major patterns in sub-regions that were once referred to as drought-prone zones were studied with the help of a pattern recognition method. Droughts were mostly caused by low rainfall, which, in turn, led to a decrease in agricultural output. This study also highlights the importance of evaluating drought risk through the use of geospatial tools to establish a meaningful connection with metrological drought events. The Normalized Difference Vegetative Index (NDVI), a vegetation index used in drought assessment studies, was based on NDVI values derived from satellite images over time. Furthermore, Rain-based Drought Indices Tool (RDIT)-based indices were analyzed using IMD method, SPI method, and Drought Indices method using Meteorological Drought Monitor (MDM) software. An attempt has been made to identify and extract drought risk areas encountering agricultural and meteorological droughts using the NDVI obtained from the LANDSAT images and rainfall data. The NDVI images were used to examine large-scale drought patterns, and their climatic impact on vegetation. NDVI values reflected the different geographical conditions quite well. The NDVI and rainfall values were found to be highly correlated. It is concluded that temporal variations of NDVI are convincingly associated with precipitation in the study area.

本研究主要利用广泛的地理空间技术和基于气候数据的干旱指数,评估喜马拉雅河工程指挥区内人类活动的干旱风险。对100年降水和温度数据集进行了分析,以确定气象干旱的特征。在模式识别方法的帮助下,研究了曾经被称为干旱易发区的分区域的主要模式。干旱主要是由于降雨量少造成的,而降雨量少又导致农业产量下降。这项研究还强调了通过使用地理空间工具来评估干旱风险的重要性,以建立与气象干旱事件的有意义的联系。归一化植被指数(NDVI)是干旱评估研究中使用的一种植被指数,它基于从卫星图像中获得的NDVI值。利用IMD法、SPI法和MDM软件对基于Rain-based Drought Indices Tool (RDIT)的指数进行分析。已经尝试利用从LANDSAT图像和降雨数据获得的NDVI来确定和提取遭遇农业和气象干旱的干旱风险地区。NDVI图像用于研究大尺度干旱模式及其对植被的气候影响。NDVI值较好地反映了不同的地理条件。NDVI与降雨量呈高度相关。结果表明,研究区NDVI的时间变化与降水有一定的相关性。
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引用次数: 0
Filtration and electrical membrane-based treatment methods for PFAS-contaminated water and preparation methods for the membranes employed pfas污染水的过滤和电膜处理方法及其膜的制备方法
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2025-10-31 DOI: 10.1007/s13201-025-02644-6
Chengjia Liu, Hsing-Jung Ho, Atsushi Iizuka

Per- and polyfluoroalkyl substances (PFAS) constitute a group of emerging contaminants. These contaminants are difficult to degrade, making long-term exposure to PFAS harmful to health. In recent years, PFAS have been regulated by governments worldwide. Common treatment methods for PFAS-contaminated water include adsorption, filtration, and degradation. The filtration mechanism for PFAS includes molecular electrostatic repulsion, electrostatic attraction (promote adsorption), membrane hydrophobicity, and pore size exclusion. The key opportunity of membrane filtration is its high removal efficiency, but the challenge is operating costs need to be reduced before widespread application. One way to reduce energy consumption, and thereby costs, is to develop membranes with higher specific fluxes while maintaining the PFAS removal rate. The use of electroassisted membrane-based treatment methods for PFAS removal could also be explored.

全氟烷基和多氟烷基物质(PFAS)构成了一组新出现的污染物。这些污染物难以降解,因此长期接触PFAS对健康有害。近年来,PFAS已受到世界各国政府的监管。pfas污染水的常见处理方法包括吸附、过滤和降解。PFAS的过滤机制包括分子静电排斥、静电吸引(促进吸附)、膜疏水性和孔径排斥。膜过滤的关键机遇在于其高去除效率,但挑战在于在广泛应用之前需要降低运行成本。降低能耗和成本的一种方法是开发具有更高比通量的膜,同时保持PFAS的去除率。利用电辅助膜为基础的处理方法去除PFAS也可以探索。
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引用次数: 0
Integrated hybrid process development based on electrocoagulation and adsorption approaches for the removal of cefixime antibiotic from hospital wastewater 基于电凝和吸附的综合混合工艺开发用于去除医院废水中的头孢克肟抗生素
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2025-10-31 DOI: 10.1007/s13201-025-02634-8
Sara Zahedi, Maryam Dolatabadi, Mohammad Javad Zahedi, Ali Asadipour, Saeid Ahmadzadeh

Cefixime (CFX), an antibiotic from the cephalosporin category, is widely prescribed for treating bacterial infections in humans and animals. Antibiotics and their metabolites in the environment cause various side effects, including acute and chronic toxicity, microbial resistance, and antibiotic resistance genes. Therefore, effective removal of these pollutants from aquatic environments is essential. This study removed the CFX antibiotic from the aqueous medium using hybrid process of electrocoagulation and adsorption. The characterization of the chitosan-bismuth oxy-iodide (CS@BiOI) biocomposite was performed using FESEM, XRD, and BET analysis. BET-specific surface area, Average pore diameter, and total pore volume of CS@BiOI biocomposite were 354.1 m2 g−1, 8.3 nm, and 0.092 cm−3 g−1, respectively. Under the optimal conditions of initial CFX concentration 25.0 mg L−1, pH 8.0, current density 10.0 mA cm−2, reaction time 11.6 min, and 0.5 g L−1 CS@BiOI biocomposite as the adsorbent, the maximum removal efficiency, EEC, and MEC were found to be 99.8%, 0.342 kWh m−3, and 0.038 g L−1, respectively. According to the results obtained, the combination of coagulation, flocculation, precipitation, adsorption, and flotation processes can effectively increase the removal efficiency and can be used as a suitable method with high efficiency and relatively low cost for treating contaminated water containing antibiotics.

头孢克肟(CFX)是一种头孢菌素类抗生素,广泛用于治疗人类和动物的细菌感染。抗生素及其代谢产物在环境中引起各种副作用,包括急性和慢性毒性、微生物耐药性和抗生素耐药基因。因此,从水生环境中有效去除这些污染物至关重要。本研究采用电凝-吸附混合工艺从水介质中去除CFX抗生素。利用FESEM、XRD和BET分析对壳聚糖-氧碘化铋(CS@BiOI)生物复合材料进行表征。CS@BiOI生物复合材料的bet比表面积、平均孔径和总孔容分别为354.1 m2 g−1、8.3 nm和0.092 cm−3 g−1。在CFX初始浓度25.0 mg L−1,pH 8.0,电流密度10.0 mA cm−2,反应时间11.6 min, 0.5 g L−1 CS@BiOI生物复合材料为吸附剂的最佳条件下,最大去除率为99.8%,EEC为0.342 kWh m−3,MEC为0.038 g L−1。结果表明,混凝、絮凝、沉淀、吸附、浮选等工艺组合可有效提高抗菌药物的去除效率,是一种高效、成本较低的处理含抗生素污染水的合适方法。
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引用次数: 0
Insights into nitrogen removal from domestic wastewater by a novel divided-flow aerobic–anoxic reactor without external carbon source 无外部碳源的新型分流好氧-缺氧反应器去除生活污水中的氮的研究
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2025-10-31 DOI: 10.1007/s13201-025-02647-3
Hossam Awad, Mahmoud El-Mewafi, Mohamed Shaaban Negm, Mohamed Gar Alalm

This study evaluates the performance of a novel aerobic postanoxic baffled reactor designed for nitrification and denitrification of domestic wastewater without an external carbon source. Instead, the raw wastewater is divided between the aerobic zone at the beginning of the plug flow and the postanoxic zone. The reactor was installed at a wastewater treatment plant to feed on real domestic wastewater from the primary settling tank. The performance of the reactor was evaluated under varying flow distribution ratios, ammonia loadings, and with the inclusion of biological media to assess treatment efficiency in subsequent compartments of the baffled reactor. The key parameters, such as COD, TN, NH₄+, and NO₃, were monitored along the reactor. Results revealed that dividing the flow and adding biological media significantly improved NH₄+ and NO₃ removal, indicating enhanced nitrification and denitrification. The reactor maintained its performance at different influent ammonia concentrations reaching 400 mg/L when an 80% aerobic to 20% anoxic flow distribution was employed. High-throughput sequencing identified dominant bacterial communities contributing to nitrogen transformations. These findings provide critical insights into optimizing reactor configurations for sustainable wastewater treatment.

本研究评估了一种新型的好氧后氧折流板反应器的性能,该反应器设计用于无外部碳源的生活废水的硝化和反硝化。相反,原废水在塞流开始时分为好氧区和缺氧后区。该反应器安装在污水处理厂,用于处理来自初级沉淀池的真实生活废水。反应器的性能在不同的流量分配比、氨负荷下进行了评估,并纳入了生物培养基,以评估隔板反应器后续隔间的处理效率。在反应器上对COD、TN、NH₄+、NO₃−等关键参数进行监测。结果表明,分流和添加生物培养基显著提高了NH₄+和NO₃−的去除率,表明硝化和反硝化作用增强。当进水氨浓度达到400 mg/L时,反应器的好氧流量为80%,缺氧流量为20%。高通量测序鉴定了促进氮转化的优势细菌群落。这些发现为优化可持续废水处理的反应器配置提供了重要见解。
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引用次数: 0
Numerical simulation and soft computing approach of pressurized flushing at different water levels 不同水位加压冲洗的数值模拟与软计算方法
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2025-10-31 DOI: 10.1007/s13201-025-02611-1
Mostafa Adineh, Mahmood Shafai Bejestan, Hesam Ghodousi

Predicting the sediment inflow to dam reservoirs, followed by implementing flushing operations for dam management, is highly essential. Estimating the sediment inflow to the dam can assist in allocating water resources from the reservoir. Machine learning techniques are efficient tools for such predictions, capable of providing accurate estimates of sediment inflow to dams. This study was conducted in two steps. In the first step, the numerical simulation of flow and sediment flushing in a dam reservoir was performed using the flow-3D model. To do this, the numerical model was calibrated using the results of an actual flushing operation of the study dam. Then, the effects of variables in this study, including the water level at the start of flushing under pressure and the number of active gates during flushing, were studied. In the second step, the sediment inflow to the dam reservoir was predicted using the least squares support vector regression (LSSVR) and multivariate adaptive regression splines (MARS). In this case, the model runtime was 4 year. The Sefidroud dam, one of the most important dams in Iran, was considered as the case study. The results showed that the numerical modeling was capable of determining the initial water level in the reservoir and the appropriate discharge for the dam. The results also demonstrated that LSSVR and MARS could effectively predict sediment outflow from the dam. Moreover, a model including the sediment inflow to the reservoir 1 and 2 days earlier exerted the most suitable prediction results with RMSE, MAE, and NSE of 4.07 kg/m3, 0.189 kg/m3, and 0.88, respectively. The results of this study indicate the successful application of machine learning models in estimating sediment outflow from dams, which can be utilized for other similar areas.

预测大坝水库的泥沙流入,然后实施大坝管理的冲洗操作,是非常必要的。估算大坝的入库泥沙有助于水库水资源的配置。机器学习技术是这种预测的有效工具,能够提供准确的沉积物流入水坝的估计。这项研究分两步进行。首先,采用流动三维模型对大坝库区水流冲沙过程进行了数值模拟。为了做到这一点,数值模型使用研究大坝的实际冲洗操作的结果进行校准。然后,研究了本研究中变量的影响,包括在压力下冲洗开始时的水位和冲洗过程中活动闸门的数量。第二步,利用最小二乘支持向量回归(LSSVR)和多变量自适应回归样条(MARS)对坝区入库泥沙进行预测。在本例中,模型运行时为4年。伊朗最重要的大坝之一塞菲德鲁德大坝被视为案例研究。结果表明,数值模拟能够确定水库初始水位和大坝的适当流量。结果还表明,LSSVR和MARS能够有效预测大坝输沙量。其中,考虑提前1 d和2 d入库泥沙的模型预测结果最适合,RMSE为4.07 kg/m3, MAE为0.189 kg/m3, NSE为0.88。本研究结果表明,机器学习模型在估算大坝输沙量方面的成功应用,可用于其他类似地区。
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引用次数: 0
Sustainable conversion of cassava bioethanol residues into activated carbon for COD and color removal from industrial wastewater and energy recovery 木薯生物乙醇渣可持续转化为活性炭用于工业废水的COD和颜色去除及能源回收
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2025-10-31 DOI: 10.1007/s13201-025-02590-3
Vinita Khum-in, Sompit Tantavoranart, Werasak Raongjant, Kullaya Saricheewin

This study presents a sustainable strategy for valorizing cassava-based bioethanol residues—peels, pulp, and wood ash—into activated carbon for industrial wastewater treatment. The activated carbon was produced via chemical activation with KOH, optimizing key parameters including biomass composition, impregnation ratio, and activation temperature. The optimal condition (1:4 impregnation ratio at 700 °C) yielded a porous carbon material with enhanced surface characteristics. Adsorption experiments using real bioethanol wastewater demonstrated efficient removal of chemical oxygen demand (COD) and color under optimal operational conditions (pH 5, 60 min contact time, and 80 g/L dosage), reducing COD to 46.08 mg/L and color to 198.8 ADMI—both within Thailand’s industrial discharge standards. The adsorption process followed the Freundlich isotherm model, indicating multilayer adsorption on a heterogeneous surface. In addition to pollutant removal, the spent activated carbon retained significant calorific value (1601.23 kCal/kg), enabling its reuse as a low-grade fuel in industrial boilers. This dual-function approach not only mitigates environmental impacts from agro-industrial waste but also supports circular economy principles through resource recovery and energy reuse. The proposed method offers a cost-effective and scalable alternative for wastewater treatment in the bioethanol industry and has broader implications for sustainable waste management in related sectors.

本研究提出了一种可持续的策略,将木薯基生物乙醇残渣-果皮,纸浆和木灰-转化为活性炭用于工业废水处理。通过优化生物质组成、浸渍比、活化温度等关键参数,采用KOH化学活化法制备活性炭。最佳浸渍条件为1:4,浸渍温度为700℃。对真实生物乙醇废水的吸附实验表明,在最佳操作条件下(pH值为5,接触时间为60分钟,投加量为80 g/L), COD降至46.08 mg/L,颜色降至198.8 admin,均符合泰国工业排放标准。吸附过程遵循Freundlich等温线模型,表明在非均质表面上有多层吸附。除了去除污染物外,废活性炭还保留了显著的热值(1601.23 kCal/kg),使其能够作为工业锅炉的低品位燃料重复使用。这种双重功能方法不仅减轻了农工废物对环境的影响,而且通过资源回收和能源再利用支持循环经济原则。所提出的方法为生物乙醇工业的废水处理提供了一种具有成本效益和可扩展的替代方案,并对相关部门的可持续废物管理具有更广泛的影响。
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引用次数: 0
Haloculture in a changing world: a comprehensive review on sustainable agriculture, saline water resource management, and future prospects under water scarcity and climate change conditions 变化世界中的咸水养殖:可持续农业、咸水资源管理的综合综述,以及缺水和气候变化条件下的未来展望
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2025-10-31 DOI: 10.1007/s13201-025-02658-0
Laleh Malekmohammadi

Haloculture has emerged as an innovative solution for addressing soil salinity and freshwater scarcity, playing a significant role in sustainable agriculture. By utilizing saline water and soil resources, haloculture presents novel opportunities for cultivating crops in arid and semi-arid regions. This review article aims to explore the research background, innovative technologies, and operational challenges in the field of haloculture. Various strategies such as saline water management, selection of salt-tolerant plant species, and the application of advanced technologies like nanotechnology, biotechnology, and renewable energy are discussed as effective approaches for developing this sector. The article also highlights the role of integrated agricultural systems, genetic modification of halophyte plants, and the use of biological methods to improve saline soil properties. Recent findings indicate that utilizing halophyte plants, optimizing irrigation strategies, and employing integrated systems can significantly enhance agricultural productivity in saline environments. Additionally, research has shown that incorporating renewable energy solutions in desalination processes and powering haloculture systems can reduce operational costs and improve sustainability. This article also emphasizes implementation challenges such as high costs, the need for interdisciplinary research, limited local knowledge in saline regions, and the importance of supportive policies. Finally, recommendations are provided for future research to improve the efficiency and sustainability of saline agriculture.

盐养已成为解决土壤盐碱化和淡水短缺问题的创新解决方案,在可持续农业中发挥着重要作用。盐碱化利用盐碱化的水土资源,为干旱半干旱地区的作物栽培提供了新的机遇。本文旨在探讨盐培养领域的研究背景、创新技术和操作挑战。讨论了盐碱水管理、耐盐植物品种选择、纳米技术、生物技术和可再生能源等先进技术的应用等各种策略,作为发展该部门的有效途径。文章还强调了综合农业系统的作用,盐生植物的基因改造,以及利用生物方法改善盐碱地的性质。最近的研究表明,利用盐生植物、优化灌溉策略和采用综合系统可以显著提高盐渍环境下的农业生产力。此外,研究表明,将可再生能源解决方案纳入海水淡化过程和为盐养系统提供动力可以降低运营成本并提高可持续性。本文还强调了实施方面的挑战,如高成本、跨学科研究的需要、盐碱地当地知识有限以及支持性政策的重要性。最后,对今后提高盐碱化农业效率和可持续性的研究提出了建议。
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引用次数: 0
Advanced pre-treatment strategies to control membrane fouling in tannery wastewater treatment 控制制革废水膜污染的先进预处理策略
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2025-10-31 DOI: 10.1007/s13201-025-02558-3
Shikha Jha, Sonalika Sonal, Brijesh Kumar Mishra

This study aims to identify the most effective pretreatment method for minimizing membrane fouling in the treatment of complex tannery wastewater. Three approaches were evaluated: coagulation with ferric chloride (FeCl2), Fenton-coagulation using FeCl₃ and hydrogen peroxide, and electrocoagulation with iron electrodes. The study examines key contaminant removal metrics, including Chemical Oxygen Demand (COD), Chromium, and Total Kjeldahl Nitrogen (TKN), followed by advanced parameters such as SUVA, Zeta potential, UV254, and Modified Fouling Index (MFI) to assess fouling potential. Results reveal that the electrocoagulation process significantly outperforms the other pretreatment methods in mitigating membrane fouling, with an MFI value, 1660 times lower than coagulation and 370 times lower than Fenton-coagulation. These findings demonstrate that the pretreatment processes improve effluent quality and significantly reduce the potential for membrane fouling. This study contributes to optimizing membrane-based treatment systems for industrial wastewater, offering scalable solutions for sustainable water reclamation in diverse applications.

Graphical abstract

本研究旨在找出最有效的预处理方法,以减少复杂制革废水的膜污染。评价了三种方法:氯化铁(FeCl 2)混凝、FeCl₃和双氧水Fenton-coagulation和铁电极电混凝。该研究考察了关键的污染物去除指标,包括化学需氧量(COD)、铬(Chromium)和总凯氏定氮(TKN),以及SUVA、Zeta电位、UV 254和改良污染指数(MFI)等高级参数,以评估污染潜力。结果表明,电混凝法对膜污染的缓解效果明显优于其他预处理方法,其MFI值分别比混凝法低1660倍和370倍。这些研究结果表明,预处理工艺提高了出水质量,显著降低了膜污染的可能性。该研究有助于优化工业废水的膜处理系统,为各种应用中的可持续水回收提供可扩展的解决方案。图形抽象
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引用次数: 0
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