Fenton

芬顿
  • 文章类型: Journal Article
    芬顿和类似芬顿的过程,可以产生高活性物质来降解有机污染物,在废水处理领域得到了广泛的应用。其中,Fenton工艺的化学性质,包括活性氧化剂的性质,所涉及的复杂反应,以及其强烈依赖pH的性能的背后原因,是Fenton和类Fenton工艺在废水处理中应用的基础。然而,关于芬顿过程的机制仍然存在矛盾的观点。例如,在此过程中,对活性氧化剂(羟基自由基或四价铁)的性质达成一致共识仍然具有挑战性。本文综合考察了Fenton过程的机理,包括对活性氧化剂性质的评论辩论,涉及芬顿过程的反应,以及Fenton过程中污染物的pH依赖性降解的背后原因。然后,我们总结了几种促进Fe(II)/Fe(III)循环的策略,通过副反应减少活性氧化剂的竞争性消耗,更换芬顿试剂,从而提高了Fenton工艺的性能。此外,提出了未来的进展,包括对活性氧化剂的高精度识别的需求,以及在Fenton工艺降解污染物过程中利用目标污染物的特性。
    Fenton and Fenton-like processes, which could produce highly reactive species to degrade organic contaminants, have been widely used in the field of wastewater treatment. Therein, the chemistry of Fenton process including the nature of active oxidants, the complicated reactions involved, and the behind reason for its strongly pH-dependent performance, is the basis for the application of Fenton and Fenton-like processes in wastewater treatment. Nevertheless, the conflicting views still exist about the mechanism of the Fenton process. For instance, reaching a unanimous consensus on the nature of active oxidants (hydroxyl radical or tetravalent iron) in this process remains challenging. This review comprehensively examined the mechanism of the Fenton process including the debate on the nature of active oxidants, reactions involved in the Fenton process, and the behind reason for the pH-dependent degradation of contaminants in the Fenton process. Then, we summarized several strategies that promote the Fe(II)/Fe(III) cycle, reduce the competitive consumption of active oxidants by side reactions, and replace the Fenton reagent, thus improving the performance of the Fenton process. Furthermore, advances for the future were proposed including the demand for the high-accuracy identification of active oxidants and taking advantages of the characteristic of target contaminants during the degradation of contaminants by the Fenton process.
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  • 文章类型: Journal Article
    养猪等生产活动是墨西哥经济的基本组成部分。不幸的是,因为这个活动,产生大量的废水,对环境产生负面影响。这项工作展示了一种基于高级氧化工艺(Fenton和太阳能照片Fenton,SPF)在以前的作品中已成功探测。在第一阶段,使用TaguchiL9型实验设计在实验室规模上进行Fenton和SPF。从本次设计的统计分析来看,操作参数:pH,时间,过氧化氢浓度[H2O2],和铁亚铁浓度[Fe2+],使响应变量最大化:化学需氧量(COD),总有机碳(TOC)选择了颜色。从这些,实施级联前向神经网络以建立从变量到要测量的物理化学参数的数据之间的相关性,即获得具有0.99的相关系数的数据的很好的拟合,这允许优化污染物降解并预测在中试规模的去除效率,但对未来工业规模的预测。一个相关的结果,发现最大程度地去除物理化学参数的最佳值为pH=3,时间=60分钟,H2O2/COD=1.5mgL-1,H2O2/Fe2+=2.5mgL-1。在这些条件下,降解百分比为91.44%,47.14%,COD为97.89%,TOC,颜色是从芬顿工艺中获得的,而对于SPF,降解百分比适度增加。从ANN分析来看,已经实现了建立一个智能系统的可能性,该系统允许从操作条件中预测多个结果。
    Productive activities such as pig farming are a fundamental part of the economy in Mexico. Unfortunately, because of this activity, large quantities of wastewater are generated that have a negative impact in the environment. This work shows an alternative for treating piggery wastewater based on advanced oxidation processes (Fenton and solar photo Fenton, SPF) that have been probed successfully in previous works. In the first stage, Fenton and SPF were carried out on a laboratory scale using a Taguchi L9-type experimental design. From the statistical analysis of this design, the operating parameters: pH, time, hydrogen peroxide concentration [H2O2], and iron ferrous concentration [Fe2+] that maximize the response variables: Chemical Oxygen Demand (COD), Total Organic Carbon (TOC), and color were chosen. From these, a cascade forward neural network was implemented to establish a correlation between data from the variables to the physicochemical parameters to be measure being that a great fit of the data was obtained having a correlation coefficient of 0.99 which permits to optimize the pollutant degradation and predict the removal efficiencies at pilot scale but with a projection to a future industrial scale. A relevant result, it was found that the optimal values for maximizing the removal of physicochemical parameters were pH = 3, time = 60 min, H2O2/COD = 1.5 mg L-1, and H2O2/Fe2+ = 2.5 mg L-1. With these conditions degradation percentages of 91.44%, 47.14%, and 97.89% for COD, TOC, and color were obtained from the Fenton process, while for SPF the degradation percentage increased moderately. From the ANN analysis, the possibility to establish an intelligent system that permits to predict multiple results from operational conditions has been achieved.
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  • 文章类型: Journal Article
    已经提出了宫外生长限制(EUGR)的多个标准和生长参考。我们假设这些可能会影响EUGR的诊断。目的是根据Fenton的不同定义和一致性评估EUGR的患病率,奥尔森,和INTERGROWTH-21在极低出生体重(VLBW)婴儿中。这是一个观察,回顾性,和多中心研究,包括2011年至2020年西班牙SEN1500网络的VLBW婴儿。患有严重先天性异常的患者,胚胎病,并排除胎龄小于24周。EUGR患病率在出院时采用横断面计算,纵向,“真实”横截面,和“真实”纵向定义。用Fleiss\'kappa系数评估一致性。包括来自77个NICU的23582名VLBW婴儿。总的来说,50.4%的男性孕龄中位数为29(4)周。EUGR的患病率(横截面,纵向,和“true”)是可变的重量,长度,和头围。总的来说,Fenton组的患病率较高,Olsen组(横截面和"真"横截面)和INTERGROWTH-21(纵向和"真"纵向)的患病率较低.按重量划分的图表之间的一致性仅适用于横截面EUGR,而适用于纵向,“真实”横截面,和“真实”纵向。通过长度和头围,EUGR的一致性良好或非常好。结论:采用最常用定义的EUGR的患病率在队列中是可变的。对于EUGR的所有定义,除横截面外,按重量计算的增长图表之间的一致性均中等,长度和头围良好或非常好。参考图的选择会影响EUGR诊断的建立。已知内容:•EUGR已在文献和日常实践中定义,考虑到体重,具有多个标准的长度和头围(横截面,纵向,和“真实”定义)•EUGR诊断使用了不同的生长图。新功能:•EUGR的患病率是可变的,具体取决于我们的VLBW婴儿队列中使用的定义和生长图•对于最常用的EUGR标准,传统上考虑重量,芬顿之间的和谐,Olsen和INTERGROWTH-21增长图对于EUGR的所有定义(除横截面定义外)都是中等的。通过头围和长度,对于EUGR的不同标准,图表之间的一致性很好或非常好。
    Multiple criteria and growth references have been proposed for extrauterine growth restriction (EUGR). We hypothesized that these may impact the diagnosis of EUGR. The objective was to evaluate the prevalence of EUGR with its different definitions and the concordance according to Fenton, Olsen, and INTERGROWTH-21st in very-low-birthweight (VLBW) infants. This is an observational, retrospective, and multicenter study including VLBW infants from the Spanish SEN1500 Network from 2011 to 2020. Patients with major congenital anomalies, embryopathies, and gestational age less than 24 weeks were excluded. EUGR prevalence was calculated at discharge with cross-sectional, longitudinal, \"true\" cross-sectional, and \"true\" longitudinal definitions. Concordance was assessed with Fleiss\' kappa coefficient. 23582 VLBW infants from 77 NICUs were included. In total, 50.4% were men with a median of gestational age of 29 (4) weeks. The prevalence of EUGR (cross-sectional, longitudinal, and \"true\") was variable for weight, length, and head circumference. Overall, the prevalence was higher with Fenton and lower with Olsen (cross-sectional and \"true\" cross-sectional) and INTERGROWTH-21st (longitudinal and \"true\" longitudinal). Agreement among the charts by weight was good only for cross-sectional EUGR and moderate for longitudinal, \"true\" cross-sectional, and \"true\" longitudinal. Concordance was good or very good for EUGR by length and head circumference.Conclusions: The prevalence of EUGR with the most commonly used definitions was variable in the cohort. Agreement among growth charts was moderate for all the definitions of EUGR by weight except cross-sectional and good or very good for length and head circumference. The choice of reference chart can impact the establishment of the diagnosis of EUGR. What is known: • EUGR has been defined in the literature and daily practice considering weight, length and head circumference with multiple criteria (cross-sectional, longitudinal, and \"true\" definition) • Different growth charts have been used for EUGR diagnosis What is new: • Prevalence of EUGR is variable depending on the definition and growth chart used in our cohort of VLBW infants • For the most frequently EUGR criteria used, traditionally considering weight, concordance among Fenton, Olsen and INTERGROWTH-21st growth charts is only moderate for all the definitions of EUGR by weight except cross-sectional definition. Concordance among the charts is good or very good for the different criteria of EUGR by head circumference and length.
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  • 文章类型: Journal Article
    以减少水环境污染为目标的有机污染物的高效降解,我们对原始g-C3N4进行碱性水热处理,合成了羟基接枝的g-C3N4(CN-0.5)材料,我们从中设计了一种新型的类似芬顿的催化剂,称为Cu-CN-0.5。许多羟基官能团的引入使CN-0.5基材通过表面络合稳定地固定活性氧化铜颗粒,在类似Cu-CN-0.5Fenton的过程中,导致Cu浸出率低。一系列表征技术和理论计算揭示了界面络合在Cu-CN-0.5表面上引起电荷重新分布。具体来说,三嗪单元中的一些π电子沿着新形成的化学键(C(π)-O-Cu)转移到氧化铜颗粒中,在络合位点附近的三三嗪平面上形成π缺陷区。在典型的Cu-CN-0.5类Fenton工艺中,由于芳香污染物和缺π区域之间的静电势有利的正负匹配,建立了稳定的π-π相互作用,导致Cu-CN-0.5对芳香污染物的吸附能力显著提高。此外,污染物还通过“通过空间”方法将电子输送到Cu-CN-0.5Fenton类系统,抑制了H2O2在还原高价Cu2+中的无用氧化,并显着提高了具有高氧化能力的·OH的生成效率。不出所料,Cu-CN-0.5不仅对几种典型的芳香族有机污染物表现出有效的Fenton降解,但也表现出低金属浸出率(0.12mg/L)和H2O2利用率超过80%。独特的Fenton降解机制证实了所制备材料用于有效废水处理应用的潜力。
    For the efficient degradation of organic pollutants with the goal of reducing the water environment pollution, we employed an alkaline hydrothermal treatment on primeval g-C3N4 to synthesize a hydroxyl-grafted g-C3N4 (CN-0.5) material, from which we engineered a novel Fenton-like catalyst, known as Cu-CN-0.5. The introduction of numerous hydroxyl functional groups allowed the CN-0.5 substrate to stably fix active copper oxide particles through surface complexation, resulting in a low Cu leaching rate during a Cu-CN-0.5 Fenton-like process. A sequence of characterization techniques and theoretical calculations uncovered that interfacial complexation induced charge redistribution on the Cu-CN-0.5 surface. Specifically, some of the π electrons in the tris-s-triazine units were transferred to the copper oxide particles along the newly formed chemical bonds (C(π)-O-Cu), forming a π-deficient area on the tris-s-triazine plane near the complexation site. In a typical Cu-CN-0.5 Fenton-like process, a stable π-π interaction was established due to the favorable positive-negative match of electrostatic potential between the aromatic pollutants and π-deficient areas, leading to a significant improvement in Cu-CN-0.5\'s adsorption capacity for aromatic pollutants. Furthermore, pollutants also delivered electrons to the Cu-CN-0.5 Fenton-like system via a \"through-space\" approach, which suppressed the futile oxidation of H2O2 in reducing the high-valent Cu2+ and significantly improved the generation efficiency of •OH with high oxidative capacity. As expected, Cu-CN-0.5 not only exhibited an efficient Fenton degradation for several typical aromatic organic pollutants, but also demonstrated both a low metal leaching rate (0.12 mg/L) and a H2O2 utilization rate exceeding 80%. The distinctive Fenton degradation mechanism substantiated the potential of the as-prepared material for effective wastewater treatment applications.
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  • 文章类型: Journal Article
    给抗生素滥用引起的细菌耐药性的出现,迫切需要新型抗菌方法的研究和应用。近年来,纳米颗粒由于其通过加载药物和特殊机制破坏细菌细胞结构的潜力而引起了极大的关注,从而使他们变得不活跃。在这项研究中,中空聚多巴胺纳米颗粒的表面用于普鲁士蓝(PB)的生长,导致HPDA-PBNP的形成。在制备过程中掺入Co元素导致PB被Co2离子部分掺杂。性能测试结果表明,与PBNP相比,HPDA-PBNP表现出优异的光热转化效率和POD样活性。HPDA-PB纳米颗粒具有在弱酸性环境中催化H2O2形成羟基自由基的能力。由于表面上的小PB颗粒和Co2掺杂的存在,它们具有很强的广谱抗菌性能。体外和体内评估都证实了它们对各种细菌菌株的功效,特别是金黄色葡萄球菌,以及它们促进伤口愈合的潜力,使它们成为高级伤口护理和抗菌应用的有希望的候选者。 .
    Give the emergence of drug resistance in bacteria resulting from antibiotic misuse, there is an urgent need for research and application of novel antibacterial approaches. In recent years, nanoparticles (NPs) have garnered significant attention due to their potential to disrupt bacteria cellular structure through loading drugs and special mechanisms, thus rendering them inactive. In this study, the surface of hollow polydopamine (HPDA) NPs was utilized for the growth of Prussian blue (PB), resulting in the formation of HPDA-PB NPs. Incorporation of Co element during the preparation process led to partial doping of PB with Co2+ions. The performance test results demonstrated that the HPDA-PB NPs exhibited superior photothermal conversion efficiency and peroxidase-like activity compared to PB NPs. HPDA-PB NPs have the ability to catalyze the formation of hydroxyl radicals from H2O2in a weakly acidic environment. Due to the tiny PB particles on the surface and the presence of Co2+doping, they have strong broad-spectrum antibacterial properties. Bothin vitroandin vivoevaluations confirm their efficacy against various bacterial strains, particularlyStaphylococcus aureus, and their potential to promote wound healing, making them a promising candidate for advanced wound care and antimicrobial applications.
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  • 文章类型: Journal Article
    背景/目标:宫外生长受限(EUGR)与早产儿高死亡率和不良神经发育结局的发生率增加有关。在这项研究中,我们旨在比较Intergrowth-21ST(IG-21ST)和Fenton图预测极低出生体重(VLBW)婴儿的长期神经发育和人体测量结局.方法:收集了2013年1月至2017年12月在韩国新生儿网络中登记的2649名VLBW婴儿的数据,这些婴儿出生在胎龄240/7至316/7周之间。随访评估在18-24月龄进行,因早产而更正。采用多因素logistic回归分析评估EUGR与长期结局之间的关系。结果:在2649名VLBW婴儿中,60.0%(1606/2649)和36.9%(977/2649)被诊断为具有由Fenton图(EUGRF)和IG-21ST图(EUGRIG)定义的EUGR,分别。EUGRIG组表现出更高比例的婴儿脑瘫,神经发育障碍(NDI),增长失败。在多元逻辑回归分析中,根据长期结果的风险因素进行调整,EUGRIG组出现脑瘫的风险较高(调整后比值比[aOR],1.66;95%置信区间[CI],1.04-2.65),NDI(AOR,2.09;95%CI,1.71-2.55),和生长失败(AOR,1.57;95%CI,1.16-2.13)。患有EUGRF的婴儿倾向于发展NDI(aOR,1.29;95CI,1.03-1.63)和经历增长失败(AOR,2.44;95%CI,1.77-3.40)。结论:IG-21ST图显示了对长期神经发育结果的更有效预测,而芬顿图可能更适合预测18-24个月的生长失败。
    Background/Objectives: Extrauterine growth restriction (EUGR) is associated with high mortality and an increased incidence of poor neurodevelopmental outcomes in preterm infants. In this study, we aimed to compare the Intergrowth-21ST (IG-21ST) and Fenton charts in predicting long-term neurodevelopmental and anthropometric outcomes of very low birth weight (VLBW) infants. Methods: Data were collected from 2649 VLBW infants registered in the Korean Neonatal Network born between 240/7 and 316/7 weeks of gestational age from January 2013 to December 2017. Follow-up assessments were conducted at 18-24 months of age, corrected for prematurity. Multiple logistic regression analysis was performed to evaluate the association between EUGR and long-term outcomes. Results: Among the 2649 VLBW infants, 60.0% (1606/2649) and 36.9% (977/2649) were diagnosed as having EUGR defined by the Fenton chart (EUGRF) and by the IG-21ST chart (EUGRIG), respectively. The EUGRIG group exhibited a higher proportion of infants with cerebral palsy, neurodevelopmental impairment (NDI), and growth failure. In multiple logistic regression analysis, adjusted for risk factors for long-term outcome, the EUGRIG group showed higher risk of cerebral palsy (adjusted odds ratio [aOR], 1.66; 95% confidence interval [CI], 1.04-2.65), NDI (aOR, 2.09; 95% CI, 1.71-2.55), and growth failure (aOR, 1.57; 95% CI, 1.16-2.13). Infants with EUGRF tended to develop NDI (aOR, 1.29; 95%CI, 1.03-1.63) and experience growth failure (aOR, 2.44; 95% CI, 1.77-3.40). Conclusions: The IG-21ST chart demonstrated a more effective prediction of long-term neurodevelopmental outcomes, whereas the Fenton chart may be more suitable for predicting growth failure at 18-24 months.
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  • 文章类型: Journal Article
    已经开发了高级氧化工艺(AOP)来分解有毒污染物以保护水生环境。AOP已被认为是废水处理的替代处理方法。溴存在于天然水中,对人体健康造成毒性影响,因此,必须将其从饮用水源中去除。在许多技术中,高级氧化包括在这篇综述中。这篇综述系统地研究了1997年至2024年4月发表的来自Scopus的文献,PubMed,科学直接,和WebofScience数据库,重点研究AOPs对含溴离子水溶液中污染物去除的功效,以研究溴离子对AOPs的影响。从有资格纳入审查的每篇文章中提取的数据和信息包括AOP的类型,污染物的类型,以及在存在和不存在溴离子的情况下AOP的去除效率。在筛选的1784份文件中,90项研究符合纳入标准,提供对各种AOP的见解,包括紫外线/氯,UV/PS,UV/H2O2,UV/催化剂,和可见光/催化剂过程。观察到的溴离子的存在对AOP过程的功效的影响,除了受到审查的AOP方法之外,取决于各种因素,如目标污染物的性质,催化剂类型,和溴离子浓度。这些考虑因素对于选择在规定条件下去除特定污染物的最佳方法至关重要。在结果分析期间遇到的挑战包括实验设置的变化,污染物类型和浓度的差异,以及报告AOP性能指标的不一致。在研究报告中解决这些参数将增强后续系统评论的连贯性和实用性。
    Advanced oxidation processes (AOPs) have been developed to decompose toxic pollutants to protect the aquatic environment. AOP has been considered an alternative treatment method for wastewater treatment. Bromine is present in natural waters posing toxic effects on human health and hence, its removal from drinking water sources is necessary. Of the many techniques advanced oxidation is covered in this review. This review systematically examines literature published from 1997 to April 2024, sourced from Scopus, PubMed, Science Direct, and Web of Science databases, focusing on the efficacy of AOPs for pollutant removal from aqueous solutions containing bromide ions to investigate the impact of bromide ions on AOPs. Data and information extracted from each article eligible for inclusion in the review include the type of AOP, type of pollutants, and removal efficiency of AOP under the presence and absence of bromide ion. Of the 1784 documents screened, 90 studies met inclusion criteria, providing insights into various AOPs, including UV/chlorine, UV/PS, UV/H2O2, UV/catalyst, and visible light/catalyst processes. The observed impact of bromide ion presence on the efficacy of AOP processes, alongside the AOP method under scrutiny, is contingent upon various factors such as the nature of the target pollutant, catalyst type, and bromide ion concentration. These considerations are crucial in selecting the best method for removing specific pollutants under defined conditions. Challenges were encountered during result analysis included variations in experimental setups, disparities in pollutant types and concentrations, and inconsistencies in reporting AOP performance metrics. Addressing these parameters in research reports will enhance the coherence and utility of subsequent systematic reviews.
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  • 文章类型: Journal Article
    黑钨矿(FeWO4),一种典型的多金属氧酸盐,作为多相催化剂的吉祥候选者,由于其高化学稳定性和电子特性。然而,FeWO4中的缺电子表面活性Fe物种不足以通过Fe氧化还原介导的类Fenton催化反应裂解H2O2。在这里,我们将硫原子掺杂到FeWO4催化剂中,以改善FeWO4的电子结构,用于H2O2活化和磺胺甲恶唑(SMX)降解。此外,在S掺杂的FeWO4上进行自旋态重构可以有效地改善Fe在d轨道上的电子结构,从而增强H2O2活化。S掺杂还加速了硫物种转化过程中的电子转移,促进Fe(III)向Fe(II)的循环。因此,与FeWO4相比,掺杂S的FeWO4使类Fenton反应增强了近两个数量级。重要的是,在实际水样中,开发的S掺杂FeWO4在40分钟内对SMX的去除效率约为100%。这强调了其广泛的pH适应性,强大的催化稳定性,和耐浸出性。还研究了水成分对S掺杂FeWO4性能的基体效应,结果表明,一定量的Cl-,SO42-,NO3-,HCO3-和PO43-对SMX的降解作用可忽略不计。理论计算证实,S掺杂的FeWO4中Fe中心的独特自旋态重构有利于H2O2的分解。这一发现为Fenton类反应中S掺杂的催化活性增强提供了新的机理见解,并为扩大FeWO4在废水处理中的应用铺平了道路。
    Wolframite (FeWO4), a typical polyoxometalate, serves as an auspicious candidate for heterogeneous catalysts, courtesy of its high chemical stability and electronic properties. However, the electron-deficient surface-active Fe species in FeWO4 are insufficient to cleave H2O2 via Fe redox-mediated Fenton-like catalytic reaction. Herein, we doped Sulfur (S) atom into FeWO4 catalysts to refine the electronic structure of FeWO4 for H2O2 activation and sulfamethoxazole (SMX) degradation. Furthermore, spin-state reconstruction on S-doped FeWO4 was found to effectively refine the electronic structure of Fe in the d orbital, thereby enhancing H2O2 activation. S doping also accelerated electron transfer during the conversion of sulfur species, promoting the cycling of Fe(III) to Fe(II). Consequently, S-doped FeWO4 bolstered the Fenton-like reaction by nearly two orders of magnitude compared to FeWO4. Significantly, the developed S-doped FeWO4 exhibited a remarkable removal efficiency of approximately 100% for SMX within 40 min in real water samples. This underscores its extensive pH adaptability, robust catalytic stability, and leaching resistance. The matrix effects of water constituents on the performance of S-doped FeWO4 were also investigated, and the results showed that a certain amount of Cl-, SO42-, NO3-, HCO3- and PO43- exhibited negligible effects on the degradation of SMX. Theoretical calculations corroborate that the distinctive spin-state reconstruction of Fe center in S-doped FeWO4 is advantageous for H2O2 decomposition. This discovery offers novel mechanistic insight into the enhanced catalytic activity of S doping in Fenton-like reactions and paves the way for expanding the application of FeWO4 in wastewater treatment.
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  • 文章类型: Journal Article
    抗生素,作为一类环境污染物,由于它们的持久性和抗易降解性,构成了重大挑战。本研究深入研究了不同浓度的H2O2,Fe2浓度下抗生素磺胺甲恶唑(SMX)和总有机碳(TOC)的常规Fenton降解,pH值,和温度去除使用统计和人工智能技术,包括多元回归分析(MRA),支持向量回归(SVR)和人工神经网络(ANN)。在统计分析中,由于SMX和TOC的最低RMSE值分别为0.986和1.173,因此ANN模型与同行相比具有较高的预测准确性。分别。灵敏度显示H2O2/Fe2+比,时间和pH是SMX降解的关键,同时降低SMX和TOC,微调时间,pH值,温度是必不可少的。利用混合遗传算法-期望度优化方法,经过训练的ANN模型显示出1000个解决方案中的0.941个最佳可取性,在以下特定条件下产生91.18%的SMX降解和87.90%的TOC去除:处理时间为48.5分钟,Fe2+:7.05mgL-1,H2O2:128.82mgL-1,pH:5.1,初始SMX:97.6mgL-1,温度:29.8°C。LC/MS分析显示多个中间体具有较高的m/z(242、270和288)和较低的m/z(98、108、156和173)值,然而,没有分离出脂肪烃,由于Fenton工艺的矿化性能较低。此外,在溶液中还测定了一些无机片段,如NH4和NO3-。这项全面的研究丰富了复杂的基于Fenton的污染物降解的AI建模,推进可持续的抗生素去除策略。
    Antibiotics, as a class of environmental pollutants, pose a significant challenge due to their persistent nature and resistance to easy degradation. This study delves into modeling and optimizing conventional Fenton degradation of antibiotic sulfamethoxazole (SMX) and total organic carbon (TOC) under varying levels of H2O2, Fe2+ concentration, pH, and temperature using statistical and artificial intelligence techniques including Multiple Regression Analysis (MRA), Support Vector Regression (SVR) and Artificial Neural Network (ANN). In statistical metrics, the ANN model demonstrated superior predictive accuracy compared to its counterparts, with lowest RMSE values of 0.986 and 1.173 for SMX and TOC removal, respectively. Sensitivity showcased H2O2/Fe2+ ratio, time and pH as pivotal for SMX degradation, while in simultaneous SMX and TOC reduction, fine tuning the time, pH, and temperature was essential. Leveraging a Hybrid Genetic Algorithm-Desirability Optimization approach, the trained ANN model revealed an optimal desirability of 0.941 out of 1000 solutions which yielded a 91.18% SMX degradation and 87.90% TOC removal under following specific conditions: treatment time of 48.5 min, Fe2+: 7.05 mg L-1, H2O2: 128.82 mg L-1, pH: 5.1, initial SMX: 97.6 mg L-1, and a temperature: 29.8 °C. LC/MS analysis reveals multiple intermediates with higher m/z (242, 270 and 288) and lower m/z (98, 108, 156 and 173) values identified, however no aliphatic hydrocarbon was isolated, because of the low mineralization performance of Fenton process. Furthermore, some inorganic fragments like NH4+ and NO3- were also determined in solution. This comprehensive research enriches AI modeling for intricate Fenton-based contaminant degradation, advancing sustainable antibiotic removal strategies.
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  • 文章类型: Journal Article
    近年来,随着全球工业化的加剧,环境污染已经成为一个日益严重的问题。改善水质和实现污水净化仍然是环境卫生举措的首要任务。Fenton工艺因其高效率和易于操作而受到研究人员的青睐。芬顿工艺的核心是用于活化过氧化氢的催化剂,快速降解污染物,改善水质。在开发的各种催化剂中,铜基催化剂由于其可负担性而引起了相当大的关注,高活性,和稳定的性能。基于此,本文回顾了过去十年铜基Fenton系统的发展。主要涉及铜基催化剂在不同Fenton体系中的研究与应用,包括照片-芬顿,电子芬顿,微波-芬顿,还有超声波-芬顿.这篇综述为后续铜基Fenton系统的研究提供了基础参考,有助于将这些系统从实验室研究过渡到实际环境应用的目标。
    In recent years, as global industrialization has intensified, environmental pollution has become an increasingly serious problem. Improving water quality and achieving wastewater purification remain top priorities for environmental health initiatives. The Fenton process is favored by researchers due to its high efficiency and ease of operation. Central to the Fenton process is a catalyst used to activate hydrogen peroxide, rapidly degrading pollutants, improving water quality. Among various catalysts developed, copper-based catalysts have attracted considerable attention due to their affordability, high activity, and stable performance. Based on this, this paper reviews the development of copper-based Fenton systems over the past decade. It mainly involves the research and application of copper-based catalysts in different Fenton systems, including photo-Fenton, electro-Fenton, microwave-Fenton, and ultrasonic-Fenton. This review provides a fundamental reference for the subsequent studies of copper-based Fenton systems, contributing to the goal of transitioning these systems from laboratory research into practical environmental applications.
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