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Optimization of removal of sulfonamide antibiotics by magnetic nanocomposite from water samples using central composite design 中心复合设计优化磁性纳米复合材料对水样中磺胺类抗生素的去除效果
IF 5.1 3区 工程技术 Pub Date : 2023-10-18 DOI: 10.1016/j.wri.2023.100229
Ahmed Hjazi , Yasir Qasim Almajidi , Wesam R. Kadhum , Mohammed Aly , Jitendra Malviya , Mohammed N. Fenjan , Ahmed Alawadi , Ali Alsaalamy , Awadhesh Chandramauli , Leila Baharinikoo

The present study aimed to remove sulfonamide antibiotics from water samples using magnetic Fe3O4-bentonite nanocomposite (Fe3O4-Bt) as an adsorbent. The adsorbent has a surface area of 74.27 m2 g-1, a pore size of 87.53 nm, and a pore volume of 0.146 cm3 g-1. A central composite design (CCD) matrix was employed to model and optimize the process. The optimal conditions for removing sulfonamide antibiotics were determined using Fe3O4-Bt adsorbent at an antibiotic concentration of 20 mg L-1, the amount of nanoparticles of 0.23 g, pH of 6, and ultrasonication time of 17 min. The reusability study of the Fe3O4-Bt adsorbent showed that the Fe3O4-Bt could be used five times in adsorption/desorption processes. Also, applying the Fe3O4-Bt adsorbent on real samples revealed that Fe3O4-Bt adsorbent could remove sulfonamide antibiotics in the range of 86.85–97.47% with RSD (n = 5) < 4.

本研究旨在使用磁性Fe3O4膨润土纳米复合材料(Fe3O4-Bt)作为吸附剂从水中去除磺酰胺类抗生素。吸附剂的表面积为74.27m2 g-1,孔径为87.53nm,孔体积为0.146cm3 g-1。采用中心复合设计(CCD)矩阵对工艺进行建模和优化。使用Fe3O4-Bt吸附剂,在抗生素浓度为20mg L-1、纳米粒子量为0.23g、pH为6和超声处理时间为17min的条件下,确定了去除磺酰胺类抗生素的最佳条件。Fe3O4-Bt吸附剂的重复使用研究表明,Fe3O3-Bt在吸附/解吸过程中可以使用五次。Fe3O4-Bt吸附剂在实际样品上的应用表明,Fe3O3-Bt吸附液对磺酰胺类抗生素的去除率在86.85–97.47%之间,RSD(n=5)<;4。
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引用次数: 0
Treatability of high-strength real sheep slaughterhouse wastewater using struvite precipitation coupled Fenton's oxidation: The MAPFOX process 鸟粪石沉淀耦合Fenton氧化法处理高强度真实羊屠宰场废水的可行性:MAPFOX工艺
IF 5.1 3区 工程技术 Pub Date : 2023-10-15 DOI: 10.1016/j.wri.2023.100228
Kaan Yetilmezsoy, Fatih Ilhan, Emel Kıyan

Struvite (MAP, magnesium ammonium phosphate hexahydrate, MgNH4PO4.6H2O) precipitation-aided Fenton's OXidation (MAPFOX process) was explored in the treatment of high-strength real sheep slaughterhouse wastewater (RSSW) for the first time under a comprehensive soft-computing-based modeling study. The experimental results showed that under the highest-efficiency conditions (chemical combination of MgCl2.6H2O + NaH2PO4.2H2O, a molar ratio of Mg2+:NH4+-N:PO43–P = 1.2:1:1, a reaction pH of 9.0 ± 0.10, [NH4+-N]0 = 240 ± 20 mg/L, and a reaction time of 15 min), MAP precipitation could effectively remove more than 80 %, 60 %, 55 %, and 70 % of color, total chemical oxygen demand (TCOD), soluble COD (SCOD), and ammonium nitrogen (NH4+-N) from the raw RSSW. The results of the Fenton's oxidation used as the post-treatment unit of the proposed MAPFOX system indicated that the integrated advanced oxidation process (AOP) was able to reduce the residual pollutant levels in the MAP-pretreated RSSW to the relevant discharge standards. Under the subsequent condition of [Fe2+]0 = 90 mmol/L, [H2O2]0 = 180 mmol/L, reaction pH = 3.25, and total reaction time = 60 min, more than 97 % of color, TCOD, SCOD, and NH4+-N could be removed from the RSSW via the Fenton's oxidation after the MAP-based physicochemical treatment. According to SEM micrographs, surface morphology of dehydrated struvite exhibited irregular-shaped and overlapping sharp-edged particles of various sizes with an average size of about 50.9 μm. The Fourier Transform Infrared (FTIR) spectroscopy confirmed the active functional groups and type of bonds for the high-strength RSSW-oriented struvite (heated) within the spectral range of 4000–450 cm−1. Thermogravimetric Analysis (TGA), Derivative Thermogravimetry (DTG), Differential Thermal Analysis (DTA), and Differential Scanning Calorimetry (DSC) of the dehydrated struvite revealed that the weight loss occurred in three temperature zones, the maximum weight loss rate of 0.252 mg/min was recorded at around 224 °C and at time of 20.83 min, and the sample had strong endothermic and medium exothermic peaks at about 241 °C and 679 °C, respectively. The predictive successes of the implemented soft-computing approaches were benchmarked in terms of various statistical goodness-of-fit parameters. The performance assessment indices corroborated the superiority of the support vector machines-Pearson VII universal kernel function (SVM-PUKF)-based model (correlation coefficient (CC) = 0.9999–1.0000), mean absolute error (MAE) = 0.0222–0.0389 %, mean absolute percentage error (MAPE) = 0.0270–0.0506 %, root mean squared error (RMSE) = 0.0258–0.0415 %, coefficient of variation of RMSE

在基于软计算的综合建模研究中,首次探索了Struite(MAP,磷酸铵镁六水合物,MgNH4PO4.6H2O)沉淀辅助Fenton氧化(MAPFOX工艺)处理高强度真羊屠宰场废水(RSSW)。实验结果表明,在最高效率条件下(MgCl2.6H2O+NaH2PO4.2H2O的化学组合,Mg2+:NH4+-N:PO43–P=1.2:1:1,反应pH为9.0±0.10,[NH4+-N]0=240±20mg/L,反应时间为15min),MAP沉淀可有效去除80%、60%、55%和70%以上的颜色,来自原料RSSW的总化学需氧量(TCOD)、可溶性COD(SCOD)和铵态氮(NH4+-N)。芬顿氧化法作为所提出的MAPFOX系统的后处理单元的结果表明,集成高级氧化法(AOP)能够将MAP预处理的RSSW中的残留污染物水平降低到相关的排放标准。在随后的[Fe2+]0=90mmol/L,[H2O2]0=180mmol/L,反应pH=3.25,总反应时间=60min的条件下,基于MAP的物理化学处理后,通过芬顿氧化可以从RSSW中去除97%以上的颜色、TCOD、SCOD和NH4+-N。根据SEM显微照片,脱水鸟粪石的表面形态表现出不规则形状和重叠的各种大小的锐边颗粒,平均尺寸约为50.9μm。傅里叶变换红外光谱(FTIR)证实了高强度RSSW取向鸟粪石(加热)在4000–450 cm−1的光谱范围内的活性官能团和键类型。脱水鸟粪石的热重分析(TGA)、导数热重分析法(DTG)、差热分析法(DTA)和差示扫描量热法(DSC)表明,重量损失发生在三个温度区,在224°C左右和20.83分钟时记录到0.252 mg/min的最大重量损失率,样品分别在约241°C和679°C处具有强吸热峰和中等放热峰。根据各种统计拟合优度参数,对所实现的软计算方法的预测成功进行了基准测试。性能评估指标证实了基于支持向量机Pearson VII通用核函数(SVM-PUKF)的模型的优越性(相关系数(CC)=0.9999–1.0000),平均绝对误差(MAE)=0.0222–0.0389%,平均绝对百分比误差(MAPE)=0.02 70–0.0506%,均方根误差(RMSE)=0.0258–0.0415%,RMSE(CV(RMSE)=0.0003–0.0008,Nash–Sutcliffe效率(NSE)=0.9998–1.000,Legates和McCabe指数(LMI)=0.9894–0.9952)与其他数据智能模型在预测污染物去除效率方面的变异系数。计算结果还表明,对于应用的基于SVM PUKF的策略,所有效率集的不确定度带最窄(±1.96Se=0.0537–0.1483%)和扩展不确定度值最低(U95=3.1224–5.3124%)。本研究首次成功地将所提出的MAPFOX过程应用于RSSW的可处理性,以及所实现的软计算策略在高度非线性治疗系统建模中的能力。
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引用次数: 0
Recent advances in water falling film reactor designs for the removal of organic pollutants by advanced oxidation processes: A review 深度氧化法去除有机污染物的降膜反应器研究进展
IF 5.1 3区 工程技术 Pub Date : 2023-09-26 DOI: 10.1016/j.wri.2023.100227
Kosar Hikmat Hama Aziz , Fryad S. Mustafa , Khalid M. Omer , Iqrash Shafiq

Chemical wastewater from industrial and urban activities is a major environmental concern. Advanced oxidation processes (AOPs) have emerged as efficient techniques for the removal of persistent organic pollutants from wastewater. AOPs generate highly reactive hydroxyl radicals (•OH) that effectively degrade and mineralize a wide range of organic contaminants in aqueous solutions. Research is ongoing to find simple and efficient reactor designs for AOPs. Water falling film (WFF) reactor designs have been effectively utilized for the removal of various organic pollutants from wastewater. This review provides an overview of the development and application of WFF reactor designs for organic pollutants degradation by various AOPs. This work summarizes recent studies on treating organic pollutants, highlights current challenges in applying WFF reactors for water treatment using AOPs, and proposes future research directions. The review aims to guide researchers and stimulate further investigations into practical applications of WFF reactors in wastewater treatment.

工业和城市活动产生的化学废水是一个主要的环境问题。高级氧化工艺(AOPs)已成为去除废水中持久性有机污染物的有效技术。AOP产生高度活性的羟基自由基(•OH),可有效降解和矿化水溶液中的各种有机污染物。目前正在进行研究,以寻找简单高效的AOP反应堆设计。水降膜(WFF)反应器的设计已被有效地用于去除废水中的各种有机污染物。本文综述了WFF反应器设计在各种AOP降解有机污染物方面的发展和应用。这项工作总结了最近关于处理有机污染物的研究,强调了应用WFF反应器使用AOP进行水处理的当前挑战,并提出了未来的研究方向。该综述旨在指导研究人员并促进对WFF反应器在废水处理中的实际应用的进一步研究。
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引用次数: 2
Bimetallic Bi/Cu0-catalyzed persulfate-based advanced oxidation processes towards clofibric acid degradation in wastewater 双金属Bi/ cu0催化过硫酸盐深度氧化法降解废水中的纤维酸
IF 5.1 3区 工程技术 Pub Date : 2023-09-15 DOI: 10.1016/j.wri.2023.100226
Jibran Iqbal , Noor S. Shah , Javed Ali Khan , Mohamed A. Habila , Grzegorz Boczkaj , Asam Shad , Yousef Nazzal , Ahmed A. Al-Taani , Fares Howari

Clofibric acid (CFA), an important blood-lipid regulatory drug is an emerging organic pollutant and widely reported in water resources. A novel bimetallic, bismuth/zero valent cupper (Bi/Cu0) catalyst was prepared which showed better physiological, structural, and catalytic properties than Cu0. The Bi/Cu0 effectively catalyzed persulfate (S2O82−) and caused 85% degradation of CFA. The Bi coupling improved reusability and stability of Cu0. The use of alcoholic and anionic radical scavengers and analyzing change in [S2O82−]0 proved that Bi/Cu0/S2O82− yield hydroxyl radicals (OH) and sulfate radicals (SO4●–). The OH and SO4●– showed faster reaction with CFA, i.e., 4.65 × 109 and 3.82 × 109 M−1 s−1 and degraded CFA into four degradation products. Under optimal conditions of [Bi/Cu0]0 = 1.0 g/L and [S2O82−]0 = 40 mg/L, 99.5% degradation of the 10 mg/L of CFA was achieved at 65 min. Temperature showed promising effects on the removal of CFA by Bi/Cu0/S2O82− and caused 98% removal at 323 K than 75% at 298 K at 32 min. The temperature effects were used to calculate activation energy, enthalpy, and rate constant of CFA degradation. The Bi/Cu0/S2O82− showed effective removal of CFA in real water samples also. The ecotoxicity study confirmed non-toxic product formation which suggests high capability of the proposed technology in the treatment of CFA.

Clofibric acid(CFA)是一种重要的血脂调节药物,是一种新兴的有机污染物,在水资源中有广泛的报道。制备了一种新型的双金属铋/零价铜(Bi/Cu0)催化剂,该催化剂具有比Cu0更好的生理、结构和催化性能。Bi/Cu0有效催化过硫酸盐(S2O82−),使CFA降解率达到85%。双耦合提高了Cu0。使用醇和阴离子自由基清除剂并分析[S2O82−]0的变化证明Bi/Cu0/S2O82−产生羟基自由基(●OH)和硫酸根(SO4●–). 这个●OH和SO4●– 与CFA的反应速度更快,分别为4.65×109和3.82×109 M−1 s−1,并将CFA降解为四种降解产物。在[Bi/Cu0]0=1.0g/L和[S2O82-]0=40mg/L的最佳条件下,10mg/L的CFA在65min时降解率达到99.5%。温度对Bi/Cu0/S2O82−对CFA的去除效果很好,在323K下去除率为98%,在298K下32分钟去除率为75%。利用温度效应计算了CFA降解的活化能、焓和速率常数。Bi/Cu0/S2O82−对实际水样中CFA的去除效果良好。生态毒性研究证实了无毒产物的形成,这表明所提出的技术在治疗CFA方面具有很高的能力。
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引用次数: 1
Environment friendly treatment of petroleum hydrocarbon contaminated formation water: Mechanisms and consequences for degradation and adsorption 石油烃污染地层水的环境友好处理:降解和吸附的机理和后果
IF 5.1 3区 工程技术 Pub Date : 2023-09-01 DOI: 10.1016/j.wri.2023.100224
Manisha Goswami , Rupshikha Patowary , Kaustuvmani Patowary , Hari Prasad Sarma , Suprakash Rabha , Bhaswati Devi , Nimisha Sarma , Emee Das , Arundhuti Devi

An innovative approach to remediate oilfield produced water, a major environmental pollutant from the oil and gas industry has been demonstrated in this study. The technique combines: invasive wetland plant (Pistia stratiotes) used in absorbing and metabolizing hydrocarbons present in the oilfield formation water, biosurfactant from indigenous Bacteria making them more accessible for degradation and fertilizer NPK act as biostimulator. The main objectives of this technique are to remediate Total Petroleum Hydrocarbons (TPH) in an environmentally friendly manner to be a potential for the petroleum sector. The success of the technique is supported by the results of GC-MS analysis, which detected no hydrocarbon compounds in treated water. However, after treatment using the proposed combination 90.1% of the TPH was degraded, and the remaining 9.9% was adsorbed by the biomaterials. Thus, this study would present a potential breakthrough in the ongoing battle against pollution caused by the oil and gas industry.

该研究展示了一种创新的方法来修复油田采出水,采出水是石油和天然气工业的主要环境污染物。该技术结合了:入侵湿地植物(Pistia stratiotes)用于吸收和代谢油田地层水中存在的碳氢化合物,来自本地细菌的生物表面活性剂使其更容易降解,肥料NPK作为生物刺激剂。该技术的主要目标是以一种环境友好的方式修复总石油烃(TPH),使其成为石油部门的潜力。气相色谱-质谱分析的结果支持了该技术的成功,处理后的水中没有检测到碳氢化合物。然而,在使用该组合处理后,90.1%的TPH被降解,其余9.9%被生物材料吸附。因此,这项研究将为对抗石油和天然气工业造成的污染提供一个潜在的突破。
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引用次数: 0
Governing desalination, managing the brine: A review and systematization of regulatory and socio-technical issues 管理海水淡化,管理盐水:监管和社会技术问题的审查和系统化
IF 5.1 3区 工程技术 Pub Date : 2023-08-30 DOI: 10.1016/j.wri.2023.100225
Mohammad Al-Saidi , Imen Saadaoui , Radhouane Ben-Hamadou

Desalination has become an attractive option for addressing water needs or solving problems of increasing water scarcity and short-term supply interruptions. However, several negative environmental impacts are associated with the resulting brine, for which a range of treatment, recovery, and disposal technologies have been suggested in the academic literature. Despite this, the technological emphasis fails to explain the absence of sustainable practices in many countries or the roles and responsibilities of involved actors. There is also a lack of consistent conceptualizations that include regulatory and governance-related issues. In this review paper, we examined the brine management issue in desalination activities as a socio-technical issue that needs to be embedded more strongly within governance and regulatory frameworks. Case experiences and options related to command and control, economic regulation, market-based approaches and public support are discussed and linked with brine management practices. This review paper shows that baseline regulations such as standards, assessments, and thresholds are still emerging, but they need to be complemented by approaches focusing on desalination costs and environmental performance. Overall, cross-sectoral collaboration in designing local brine regulation options is important for solving the brine issue. There is a need to create a joint action arena between the desalination industry, the public sector, and actors involved in innovations related to brine management. Besides, public leadership, through providing incentives and investments, is highly valuable for sustainable brine management. This leadership should address the cost of brine treatment or the required infrastructural development.

海水淡化已成为解决水需求或解决日益缺水和短期供应中断问题的一个有吸引力的选择。然而,由此产生的盐水会对环境产生一些负面影响,为此,学术文献中提出了一系列处理、回收和处置技术。尽管如此,强调技术并不能解释许多国家缺乏可持续做法的原因,也不能解释有关行动者的作用和责任。还缺乏包括监管和治理相关问题的一致概念。在这篇综述论文中,我们将海水淡化活动中的盐水管理问题作为一个社会技术问题进行了研究,该问题需要更有力地纳入治理和监管框架。讨论了与命令和控制、经济监管、基于市场的方法和公众支持相关的案例经验和选择,并将其与盐水管理实践联系起来。这篇综述文章表明,诸如标准、评估和阈值等基准法规仍在出现,但它们需要以侧重于脱盐成本和环境绩效的方法作为补充。总体而言,跨部门合作设计当地卤水管理方案对于解决卤水问题非常重要。有必要在海水淡化工业、公共部门和参与与盐水管理有关的创新的行动者之间建立一个联合行动场所。此外,通过提供激励和投资,公共领导对可持续的盐水管理非常有价值。这种领导应该解决盐水处理的成本或所需的基础设施发展问题。
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引用次数: 0
Assessment of reuse potential of highway runoff water in textile wet processing 纺织湿法加工中公路径流水回用潜力评价
IF 5.1 3区 工程技术 Pub Date : 2023-08-17 DOI: 10.1016/j.wri.2023.100222
Muhammad Arslan , Maria Yaqub , Irfan Ahmed Shaikh

The current study assesses the reuse potential of highway runoff water instead of fresh water in textile wet processing. Specific standard and batch fabric samples of selected reactive dyes were prepared in the laboratory using highway runoff water in the dyeing and washing stages of wet processing, and the quality of these fabric samples was assessed in terms of color difference properties, color strength properties, and color fastness properties. Batch 1 and batch 2 fabric samples, where highway runoff water was used in dyeing and washing, respectively, show excellent quality, whereas batch 3 fabric samples, where highway runoff water was used simultaneously in dyeing and washing stages, showed unreliable results. The total color difference value (DE*CMC) was found to be 0.14 to 0.75, 0.77 to 0.96, and 0.88 to 3.34 for batch 1, batch 2, and batch 3 fabric samples. Regarding color fastness to washing and crocking, dyeing quality ranges from very good to outstanding for batch 1, good to outstanding for batch 2, and moderate to excellent for batch 3 fabric samples.

本研究评估了公路径流水代替淡水在纺织品湿法加工中的再利用潜力。采用湿法加工染色和洗涤阶段的公路径流水,在实验室制备了选定活性染料的特定标准和批次织物样品,并从色差性能、色强性能和色牢度性能等方面评价了这些织物样品的质量。第1批和第2批织物样品分别使用公路径流水进行染色和洗涤,质量优良,而第3批织物样品同时使用公路径流水进行染色和洗涤,结果不可靠。第一批、第二批和第三批织物样品的总色差值(DE*CMC)分别为0.14至0.75、0.77至0.96和0.88至3.34。关于耐洗涤和耐压色牢度,第一批织物样品的染色质量从非常好到优秀,第二批织物样品的染色质量从良好到优秀,第三批织物样品的染色质量从中等到优秀。
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引用次数: 0
Regeneration possibilities and application of magnetically modified biochar for heavy metals elimination in real conditions 磁性改性生物炭在实际环境中去除重金属的再生可能性和应用
IF 5.1 3区 工程技术 Pub Date : 2023-07-22 DOI: 10.1016/j.wri.2023.100219
Michaela Tokarčíková , Pavlína Peikertová , Karla Čech Barabaszová , Ondřej Životský , Roman Gabor , Jana Seidlerová

Although new types of composites with magnetic properties and high adsorption capacity for potentially toxic elements elimination are studied by researcherers, the information about the reusability, stability and removal efficiency of composites is still scarce or absent. Therefore, the aim of our work was applicate the sorbent to eliminate Zn(II), Cd(II) and Pb(II) ions from industrial waste leachates, and moreover, study the composite reusability and magnetic separation efficiency. Magnetically modified biochar was prepared from the fermentation residue of maise hybrid by a simple two-step method with microwave assistance. Composite properties, as well as the adsorption efficiency and magnetic response are depend on the extraction agent. The alkaline extraction agent showed the best properties for reusability and had no influence on Fe releasing from the composite, the adsorption efficiency was higher than 90% even in the 5th recycling cycle, and the composite remained magnetically active. The separation efficiency of composite from an aqueous environment by a magnet was higher than 95% within 15 min. Magnetically modified biochar proved to be an effective sorbent for metal ions elimination from wastewater.

虽然研究人员已经研究了新型具有磁性和高吸附能力的去除潜在有毒元素的复合材料,但关于复合材料的可重复使用性、稳定性和去除效率的信息仍然很少或缺乏。因此,我们的工作目的是应用该吸附剂去除工业垃圾渗滤液中的Zn(II)、Cd(II)和Pb(II)离子,并研究其复合可重复利用性和磁分离效率。以杂交玉米发酵渣为原料,在微波辅助下,采用简单的两步法制备了磁性改性生物炭。复合性能、吸附效率和磁响应都取决于萃取剂的选择。碱性萃取剂的重复使用性能最好,对复合材料中铁的释放没有影响,即使在第5次循环中,吸附效率仍高于90%,复合材料仍保持磁性活性。磁性改性生物炭在15 min内从水环境中分离复合材料的效率大于95%,是一种去除废水中金属离子的有效吸附剂。
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引用次数: 2
Degradation of Rhodamine dyes by Advanced Oxidation Processes (AOPs) – Focus on cavitation and photocatalysis - A critical review 高级氧化法降解罗丹明染料——以空化和光催化为重点——综述
IF 5.1 3区 工程技术 Pub Date : 2023-07-21 DOI: 10.1016/j.wri.2023.100220
Ashish V. Mohod , Malwina Momotko , Noor Samad Shah , Mateusz Marchel , Mohammad Imran , Lingshuai Kong , Grzegorz Boczkaj

This review evaluates selected advanced oxidation processes (AOPs) - cavitation and photocatalysis - successfully used for wastewater treatment towards degradation of Rhodamine (Rh) dyes. Reactor configuration and impact of process parameters and oxidants addition (hydrogen peroxide, ozone, persulfates) on degradation effectiveness along with degradation mechanisms are discussed. Best technologies provide 100% degradation within 10–30 min. Rhodamine B is effectively degraded in highly acidic conditions (pH 2), while Rhodamine 6G requires basic conditions (pH 10). The most effective oxidants were hydrogen peroxide and ozone. Ecological Structure Activity Relationships (ECOSAR) revealed acute toxicities of the intermediates and by-products of the Rh dye.

这篇综述评估了选定的高级氧化工艺(AOPs)——空化和光催化——成功用于废水处理,以降解罗丹明(Rh)染料。讨论了反应器配置、工艺参数和氧化剂添加(过氧化氢、臭氧、过硫酸盐)对降解效果的影响以及降解机理。最佳技术可在10-30分钟内实现100%的降解。若丹明B在高酸性条件(pH 2)下有效降解,而若丹明6G需要碱性条件(pH 10)。最有效的氧化剂是过氧化氢和臭氧。生态结构-活性关系(ECOSAR)揭示了Rh染料中间体和副产物的急性毒性。
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引用次数: 1
Degradation of Rhodamine dyes by Advanced Oxidation Processes (AOPs) – Focus on caviatation and photocatalysis - A critical review 高级氧化法降解罗丹明染料-以空化和光催化为重点-综述
IF 5.1 3区 工程技术 Pub Date : 2023-07-01 DOI: 10.1016/j.wri.2023.100220
Ashish V Mohod, Malwina Momotko, N. S. Shah, M. Marchel, Mohammad Imran, Lingshuai Kong, G. Boczkaj
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引用次数: 4
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Water Resources and Industry
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