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Fast Perfluorooctanoic Acid (PFOA) Removal with Honeycomb-like Nitrogen-Doped Carbon Nanosheets: Mechanisms for the Selective Adsorption of PFOA over Competing Contaminants/Water Matrix 利用蜂窝状掺氮碳纳米片快速去除全氟辛酸(PFOA):竞争污染物/水基质选择性吸附全氟辛酸的机理
IF 7.1 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-09 DOI: 10.1021/acsestengg.4c00418
Lingyu Chen, Kuanchang He, Wei Li, Dongmei Ma, Xiaodong Xin, Gang Wang, Qian Liu, Lihui Yang, Faliang Cheng, Sihao Lv, Defeng Xing
Carbon-based adsorbents have been recently identified as advanced materials for the efficient removal of perfluorooctanoic acid (PFOA); however, the fundamental understanding of the selective adsorption of PFOA over competing contaminants/water matrix is still lacking. Herein, a novel honeycomb-like nitrogen-doped carbon nanosheet (HL-NC@Ni-800) material was reported for the rapid adsorption of PFOA. The PFOA selective adsorption was attributed to (i) favorable steric hindrance that allowed rapid and stable PFOA adsorption, (ii) abundant adsorption sites provided by the honeycomb-like mesoporous structure, (iii) electrostatic attraction between the PFOA anion and nickel cation, (iv) hydrophobic effect between the PFOA tail and nitrogen functional groups, and (v) Lewis acid–base effect. Consequently, PFOA was efficiently removed from the competing contaminants such as 1,4-dioxane and sulfamethoxazole by 94.6 and 89.6%, respectively, as well as the water matrix such as inorganic anions by ∼84–94% and real high-salinity seawater by 75.6–78.4%. The calculated maximum adsorption capacities (qm) of HL-NC@Ni-800 for PFOA soared to 184.89 mg·g–1. In addition, the thermodynamically favorable adsorption of PFOA with different steric conformations on HL-NC@Ni-800 provided theoretical explanations for its high-efficiency adsorption performance toward PFOA. This study provides a novel strategy for the synthesis method of efficient adsorbents for PFOA and also elucidates the mechanistic understandings of PFOA selective adsorption over competing contaminants/water matrix, for guiding the design of more efficient adsorbents to treat PFOA-contaminated water.
最近,碳基吸附剂被认为是高效去除全氟辛酸(PFOA)的先进材料;然而,人们对全氟辛酸在竞争污染物/水基质中的选择性吸附仍缺乏基本的了解。本文报告了一种新型蜂窝状掺氮碳纳米片(HL-NC@Ni-800)材料,用于快速吸附 PFOA。PFOA 的选择性吸附归因于:(i) 有利的立体阻碍作用使 PFOA 被快速稳定地吸附;(ii) 蜂窝状介孔结构提供了丰富的吸附位点;(iii) PFOA 阴离子与镍阳离子之间的静电吸引作用;(iv) PFOA 尾部与氮功能基团之间的疏水效应;(v) 路易斯酸碱效应。因此,PFOA 从竞争污染物(如 1,4-二恶烷和磺胺甲噁唑)中的去除率分别为 94.6% 和 89.6%,从水基质(如无机阴离子)中的去除率为 ∼84-94% ,从真正的高盐度海水中的去除率为 75.6-78.4% 。计算得出的 HL-NC@Ni-800 对 PFOA 的最大吸附容量(qm)飙升至 184.89 mg-g-1。此外,不同立体构象的 PFOA 在 HL-NC@Ni-800 上的热力学吸附为其对 PFOA 的高效吸附性能提供了理论解释。这项研究为全氟辛酸高效吸附剂的合成方法提供了一种新的策略,同时也阐明了全氟辛酸对竞争污染物/水基质选择性吸附的机理,为设计更高效的吸附剂处理全氟辛酸污染水提供了指导。
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引用次数: 0
Flower-like Polymorphic MnOx Constructed by In Situ L–T Transition with Superior Performance in the Catalytic Ozonation of Dimethyl Sulfide under Humid Conditions 通过原位 L-T 转变构建的花状多晶氧化锰在潮湿条件下催化臭氧氧化二甲基硫醚时性能卓越
IF 7.1 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-05 DOI: 10.1021/acsestengg.4c00404
Feiyang He, Wenji Feng, Xinru Chen, Yunshuo Wu, Haiqiang Wang, Zhongbiao Wu
To improve the water resistance of manganese oxide (MnOx) in the catalytic ozonation of dimethyl sulfide (DMS) under humid conditions, polymorphic MnOx was synthesized based on δ-MnO2 with reference to the in situ layer-to-tunnel (L–T) transition of minerals in a natural environment. The constructed polymorphic MnOx(Mn–SH) possessed abundant α–δ (α(Mn)-O-δ(Mn)) interfaces and exhibited superior catalytic activity for the conversion of DMS, ensuring more than 91% of DMS removal under harsh conditions [relative humidity (RH) = 80%] and excellent stability after testing for 20 h (RH = 60–80%). In situ DRIFTS spectra and theoretical calculations demonstrated that α–δ interfaces facilitated the formation of active hydroxyl groups (−OH) through H2O dissociation, which can participate in ozone (O3) activation and avoid the deactivation caused by H2O. Simultaneously, more Brønsted acid sites formed through H2O dissociation, which promoted DMS adsorption and decomposition. This study gives an understanding of the role of α–δ interfaces in promoting activity for catalytic ozonation and provides a convenient strategy to construct polymorphic MnOx with enhanced water resistance, which can be applied to existing MnOx used for catalytic ozonation of sulfur-containing compounds from livestock farms and the petroleum industries.
为了提高氧化锰(MnOx)在潮湿条件下催化臭氧氧化二甲基硫醚(DMS)时的耐水性,研究人员参考了自然环境中矿物的原位层-隧道(L-T)转变,在δ-MnO2 的基础上合成了多晶态氧化锰(MnOx)。所构建的多晶态 MnOx(Mn-SH)具有丰富的α-δ(α(Mn)-O-δ(Mn))界面,对 DMS 的转化表现出卓越的催化活性,在苛刻条件[相对湿度 (RH) = 80%]下可确保 DMS 的去除率超过 91%,并且在测试 20 小时(相对湿度 = 60-80%)后具有极佳的稳定性。原位 DRIFTS 光谱和理论计算表明,α-δ 界面有利于通过 H2O 离解形成活性羟基 (-OH),从而参与臭氧 (O3) 激活,避免 H2O 导致的失活。同时,通过 H2O 解离形成了更多的布氏酸位点,从而促进了 DMS 的吸附和分解。这项研究让人们了解了 α-δ 界面在促进催化臭氧活性方面的作用,并为构建具有更强耐水性的多晶态氧化锰提供了一种简便的策略,这种策略可应用于现有的氧化锰,用于催化氧化畜牧场和石油工业中的含硫化合物。
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引用次数: 0
New Insights into the Persistent Shock Resistance of Anaerobic Granular Sludge Based on Quorum Sensing Regulation: A Novel Gene Regulatory Mechanism 基于定量感应调控的厌氧颗粒污泥持久抗冲击性的新见解:一种新型基因调控机制
IF 7.1 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-03 DOI: 10.1021/acsestengg.4c00334
Longyi Lv, Ziyin Wei, Chendi Feng, Jiarui Chen, Weiguang Li, Jiyong Bian, Zhijun Ren, Guangming Zhang
Anaerobic granular sludge (AnGS) is valuable for the treatment of high concentration organic wastewater but is hampered from further development by poor stability. Quorum sensing (QS) has been shown as an effective strategy to enhance the stability of AnGS, whereas the long-term resistance and underlying mechanisms remain uncertain. This work investigates the reinforcing effect of the QS on AnGS and the internal regulation mechanisms. The chemical oxygen demand (COD) removal was maintained at preshock level (90–93%) after multiple temperature shocks in the N-acyl-homoserine lactones (AHLs)-induced system. AHLs-mediated QS led to an increase in gene abundance of the four hydrophobic amino acids with protein (PN) increasing by 33.1%, which optimized the construction of the protective barrier of extracellular polymeric substances (EPS). AHLs also reshaped the functional microbial community and enhanced metabolic activities, promoting both the hydrogenotrophic and methanotrophic methanogenic pathways. In addition, the abundance of Geobacter and Methanothrix was increased by 4.4% and 2.3% under the stimulation of exogenous AHLs, which enhanced the direct interspecies electron transfer (DIET) pathway. This study provides a strategy for enhancing the stability of AnGS in the face of environmental shocks and gives a comprehensive theoretical foundation for exogenous AHLs-mediated QS regulation of anaerobic biological treatment.
厌氧颗粒污泥(AnGS)在处理高浓度有机废水方面很有价值,但由于稳定性差而无法进一步发展。定量感应(QS)已被证明是增强 AnGS 稳定性的有效策略,但其长期抗性和内在机制仍不确定。本研究探讨了 QS 对 AnGS 的强化作用及其内部调控机制。在 N-酰基高丝氨酸内酯(AHLs)诱导的系统中,经过多次温度冲击后,化学需氧量(COD)去除率保持在冲击前水平(90-93%)。AHLs 介导的 QS 导致四种疏水氨基酸的基因丰度增加,蛋白质(PN)增加了 33.1%,从而优化了细胞外聚合物质(EPS)保护屏障的构建。AHL 还重塑了功能微生物群落,增强了代谢活动,促进了亲氢型和亲甲烷型产甲烷途径。此外,在外源 AHLs 的刺激下,Geobacter 和 Methanothrix 的丰度分别增加了 4.4% 和 2.3%,从而增强了种间直接电子传递(DIET)途径。这项研究为提高AnGS在环境冲击下的稳定性提供了一种策略,并为外源AHLs介导的厌氧生物处理QS调控提供了全面的理论基础。
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引用次数: 0
Oxygen Vacancies-Mediated Z-Scheme Mechanism Promotes Synergistic Photoelectrocatalysis for Hydroxyl Radical and Singlet Oxygen-Cooperating on Selective Pollutant Degradation 氧空位介导的 Z-梯级机制促进羟基自由基和单线态氧的协同光电催化--合作选择性降解污染物
IF 7.1 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-09-03 DOI: 10.1021/acsestengg.4c00453
Duoduo Fang, Di Luo, Han Xiao, Jiaxing Li, Lin Ma, Jiangzhi Zi, Zichao Lian
Achieving high effective degradation of organic pollutants in sewage having adverse effects on human health and ecosystems remains a major challenge. In this study, an oxygen vacancy (Ov)-mediated Z-scheme Co3O4/Ov-TiO2 heterojunction was first reported for simultaneous selective photoelectrocatalytic pollutant degradation and hydrogen production under visible light irradiation. The optimized Co3O4/Ov-TiO2 exhibited excellent photoelectrocatalytic performance in the degradation of the organic pollutants under visible light irradiation due to the formation of a Z-scheme heterojunction for the utilization of highly reductive photogenerated electrons and oxidative holes. The mechanistic investigation suggested that the synergistic effects of hydroxyl radical and singlet oxygen as the dominant reactive species facilitated the ring-open reactions of the rhodamine B for the mineralization processes. This work provides a deep understanding of designing Z-scheme heterojunction photoelectrocatalysts through defect engineering technologies for sewage treatment.
如何高效降解污水中对人类健康和生态系统产生不利影响的有机污染物仍然是一项重大挑战。本研究首次报道了一种由氧空位(Ov)介导的 Z 型 Co3O4/Ov-TiO2 异质结,可在可见光照射下同时进行选择性光电催化污染物降解和制氢。优化后的 Co3O4/Ov-TiO2 在可见光照射下降解有机污染物时表现出优异的光电催化性能,这是由于形成的 Z 型异质结利用了高还原性光生电子和氧化空穴。机理研究表明,羟基自由基和单线态氧作为主要活性物种的协同效应促进了罗丹明 B 的开环反应,从而实现矿化过程。这项工作为通过缺陷工程技术设计 Z 型异质结光电催化剂以用于污水处理提供了深入的理解。
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引用次数: 0
Enhanced Selectivity in PMS Activation via Non-Metal Doping for Efficient 1O2 Generation in Emerging Organic Pollutants Degradation 通过非金属掺杂提高 PMS 活化的选择性,从而在新兴有机污染物降解过程中高效生成 1O2
IF 7.1 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-08-30 DOI: 10.1021/acsestengg.4c00400
Yi Shen, Mingzheng Yang, Chao Zhu, Haizhong Zhang, Renlan Liu, Jun Wang, Qile Fang, Shuang Song, Baoliang Chen
The activation of peroxymonosulfate (PMS) to generate singlet oxygen (1O2) for the removal of emerging organic pollutants (EOPs) from complex aqueous environments has garnered widespread attention. However, the low efficiency and selectivity of current PMS activation for 1O2 generation result in suboptimal EOP degradation. To enhance the selectivity of PMS activation and promote the non-radical pathway, non-metal heteroatoms with varying electronegativities were introduced to disrupt the symmetrical coordination structure of Fe active sites in Fe single-atom catalysts. The results showed that, in the B-Fe1/GLCNs/PMS system, the pseudo-first-order kinetic rate for bisphenol A (BPA) degradation reached 4.435 min–1, which is 7.4 times higher than that of the unmodified control group. Experimental and theoretical calculations demonstrated that the doping of non-metal heteroatoms altered the electron density and distribution at the Fe active sites, thereby modulating the adsorption configuration of HSO5 and increasing the selectivity for PMS activation to generate 1O2. Additionally, the degradation of EOPs by 1O2 produced intermediate products with lower biological toxicity, and 1O2 demonstrated strong anti-interference capability. The change in HSO5 morphology improved the rate of 1O2 generation. This study provides deep insights into designing high-performance PMS activation catalysts via non-metal doping to regulate the electronic structure of active sites for a selective non-radical pathway.
活化过一硫酸盐(PMS)以产生单线态氧(1O2),从而去除复杂水环境中的新有机污染物(EOPs)的方法受到了广泛关注。然而,目前 PMS 激活生成 1O2 的效率和选择性较低,导致 EOP 降解效果不理想。为了提高 PMS 活化的选择性并促进非自由基途径,研究人员引入了不同电负性的非金属杂原子,以破坏铁单原子催化剂中铁活性位点的对称配位结构。结果表明,在 B-Fe1/GLCNs/PMS 体系中,双酚 A(BPA)降解的伪一阶动力学速率达到 4.435 min-1,是未改性对照组的 7.4 倍。实验和理论计算表明,非金属杂原子的掺杂改变了铁活性位点的电子密度和分布,从而改变了 HSO5- 的吸附构型,提高了 PMS 活化生成 1O2 的选择性。此外,1O2 对 EOP 的降解产生了生物毒性较低的中间产物,并且 1O2 表现出很强的抗干扰能力。HSO5- 形态的改变提高了 1O2 的生成速率。这项研究为通过非金属掺杂来调节活性位点的电子结构以实现选择性非辐射途径,从而设计高性能 PMS 活化催化剂提供了深刻的见解。
{"title":"Enhanced Selectivity in PMS Activation via Non-Metal Doping for Efficient 1O2 Generation in Emerging Organic Pollutants Degradation","authors":"Yi Shen, Mingzheng Yang, Chao Zhu, Haizhong Zhang, Renlan Liu, Jun Wang, Qile Fang, Shuang Song, Baoliang Chen","doi":"10.1021/acsestengg.4c00400","DOIUrl":"https://doi.org/10.1021/acsestengg.4c00400","url":null,"abstract":"The activation of peroxymonosulfate (PMS) to generate singlet oxygen (<sup>1</sup>O<sub>2</sub>) for the removal of emerging organic pollutants (EOPs) from complex aqueous environments has garnered widespread attention. However, the low efficiency and selectivity of current PMS activation for <sup>1</sup>O<sub>2</sub> generation result in suboptimal EOP degradation. To enhance the selectivity of PMS activation and promote the non-radical pathway, non-metal heteroatoms with varying electronegativities were introduced to disrupt the symmetrical coordination structure of Fe active sites in Fe single-atom catalysts. The results showed that, in the B-Fe<sub>1</sub>/GLCNs/PMS system, the pseudo-first-order kinetic rate for bisphenol A (BPA) degradation reached 4.435 min<sup>–1</sup>, which is 7.4 times higher than that of the unmodified control group. Experimental and theoretical calculations demonstrated that the doping of non-metal heteroatoms altered the electron density and distribution at the Fe active sites, thereby modulating the adsorption configuration of HSO<sub>5</sub><sup>–</sup> and increasing the selectivity for PMS activation to generate <sup>1</sup>O<sub>2</sub>. Additionally, the degradation of EOPs by <sup>1</sup>O<sub>2</sub> produced intermediate products with lower biological toxicity, and <sup>1</sup>O<sub>2</sub> demonstrated strong anti-interference capability. The change in HSO<sub>5</sub><sup>–</sup> morphology improved the rate of <sup>1</sup>O<sub>2</sub> generation. This study provides deep insights into designing high-performance PMS activation catalysts via non-metal doping to regulate the electronic structure of active sites for a selective non-radical pathway.","PeriodicalId":7008,"journal":{"name":"ACS ES&T engineering","volume":"18 1","pages":""},"PeriodicalIF":7.1,"publicationDate":"2024-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142204233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Visualization Isolation of Electrochemically Active Bacteria by Using a Gelled Electrode-Based Electrochemical Plate 使用胶状电极电化学板可视化分离电化学活性细菌
IF 7.1 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-08-30 DOI: 10.1021/acsestengg.4c00308
Bo Cao, Yuxuan Zang, Beizhen Xie, Ting Zhao, Hongyu Zhao, Yanhong Ge, Hong Liu, Yue Yi
Electrochemically active bacteria (EAB) are catalysts of microbial electrogenesis and electrosynthesis, showing great prospects in wastewater treatment and biochemical engineering. However, isolating EAB is difficult, and only a few pure-cultured EAB have been reported. In this study, a novel gelled electrode based on an electrochemical plate is established, which for the first time realizes the selective screening of EAB strains and visible colony formation. A new EAB, Rhodococcus qingshengii C6, is isolated by using the method. R. qingshengii C6 is capable of electricity generation with a wide range of substrate spectra and is capable of reducing common electron acceptors by consuming electricity. The bidirectional extracellular electron transfer mechanism is preliminarily investigated, and exogenous redox mediators play an important role in extracellular electron transfer. This study provides an easy and simple method for the isolation and purification of EAB, contributing to the valuable bacterial resources exploration.
电化学活性细菌(EAB)是微生物电生和电合成的催化剂,在废水处理和生化工程中具有广阔的应用前景。然而,电化学活性菌的分离十分困难,目前仅有少数纯培养的电化学活性菌被报道。本研究建立了一种基于电化学板的新型胶状电极,首次实现了对 EAB 菌株的选择性筛选和可见菌落的形成。利用该方法分离出了一种新的 EAB--庆生红球菌(Rhodococcus qingshengii C6)。R. qingshengii C6能在多种底物光谱下发电,并能通过消耗电能还原常见的电子受体。初步研究了双向胞外电子传递机制,发现外源氧化还原介质在胞外电子传递中起着重要作用。该研究为 EAB 的分离和纯化提供了一种简便易行的方法,有助于宝贵细菌资源的发掘。
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引用次数: 0
Catalytic Methane Mitigation Over Mesoporosity-Engineered Hierarchically Porous Pd/SSZ-13 Zeolites 在中硼酸盐工程层状多孔钯/SSZ-13 沸石上催化甲烷减排
IF 7.1 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-08-30 DOI: 10.1021/acsestengg.4c00347
Gaozhou Liang, Anqi Guo, Wuwan Xiong, Dongdong Chen, Ulrich Simon, Daiqi Ye, Haibao Huang, Peirong Chen
Palladium-zeolites are active catalysts for abating methane (CH4), the second largest greenhouse gas contributing to climate change, via catalytic combustion. Yet, it remains challenging to improve the activity of Pd-zeolites in CH4 combustion, in particular under humid conditions. Here, using small-pore SSZ-13 zeolite as a showcase, we demonstrate mesoporosity engineering as an effective approach to boost the CH4 combustion performance of Pd-zeolites. A newly designed gemini quaternary ammonium surfactant, namely C18–4N2MP, was fabricated using inexpensive reagents and employed as a mesoporogen in the hydrothermal synthesis of hierarchically micro–meso–macro–porous SSZ-13 product. High-dispersion Pd catalysts were achieved by using the hierarchically porous SSZ-13 zeolites as supports. Physicochemical characterization and reaction kinetics disclosed that rational mesoporosity engineering of the hierarchically porous SSZ-13, simply by optimizing C18–4N2MP addition in the precursor gel prior to hydrothermal crystallization, favored the formation of highly dispersed PdOx active phase and, in turn, the CH4 combustion without noticeable accumulation of carbonaceous intermediates on the surface. Additionally, mesoporosity-optimized Pd/SSZ-13 displayed improved durability and outstanding moisture resistance during CH4 combustion. This study sheds new light on the fabrication of high-performance Pd-zeolite catalysts for CH4 emission abatement by facile engineering of zeolite mesoporosity.
钯沸石是一种活性催化剂,可通过催化燃烧减少导致气候变化的第二大温室气体甲烷(CH4)。然而,提高钯沸石在燃烧甲烷(CH4)过程中的活性,尤其是在潮湿条件下的活性,仍然是一项挑战。在此,我们以小孔 SSZ-13 沸石为例,展示了介孔工程是提高钯沸石甲烷燃烧性能的有效方法。我们使用廉价试剂制备了一种新设计的双子季铵盐表面活性剂(即 C18-4N2MP),并将其用作水热合成分层微介孔 SSZ-13 产品的介孔原。以分层多孔 SSZ-13 沸石为载体实现了高分散 Pd 催化剂。理化表征和反应动力学表明,在水热结晶之前,通过优化 C18-4N2MP 在前驱体凝胶中的添加量,对分层多孔 SSZ-13 进行合理的介孔工程,有利于形成高度分散的 PdOx 活性相,进而促进 CH4 燃烧,而不会在表面积累明显的碳质中间产物。此外,经过介孔优化的 Pd/SSZ-13 在燃烧 CH4 的过程中显示出更好的耐久性和出色的防潮性能。本研究为通过沸石介孔度的简便工程设计来制造用于减少 CH4 排放的高性能 Pd- 沸石催化剂提供了新的思路。
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引用次数: 0
Confined Manganese-Based Catalysts for Gaseous Pollutant Removal: A Critical Review 用于去除气态污染物的密闭锰基催化剂:评论
IF 7.1 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-08-28 DOI: 10.1021/acsestengg.4c00355
Jialin Li, Zhijian Xiao, Jingling Yang, Mingshan Zhu
Manganese-based materials are widely applied as catalysts for catalytic removal of gaseous pollutants due to their low cost and excellent redox performance. However, existing challenges such as unsatisfactory activity and stability hinder the application of manganese-based catalysts. Confining manganese-based materials into specific regions has the potential to influence intermolecular arrangement and mass diffusion and lower the activation energy barrier, thereby enhancing reaction stability and the catalyst’s activity. In this critical review, we briefly summarize the common reported nanoconfined manganese-based analogues for gaseous pollutant elimination including nitrogen oxides (NOx) and volatile organic compounds (VOCs). Details of the commonly reported hosts for confined catalysts and their impact on catalytic behavior and an in-depth discussion of the related mechanism are included. Through this critical review, we aim to raise the research attention on using confined catalysis as a fundamental guide or even tool to improve the catalytic performance of gaseous pollutant elimination.
锰基材料因其低成本和出色的氧化还原性能而被广泛用作催化去除气态污染物的催化剂。然而,活性和稳定性不理想等现有挑战阻碍了锰基催化剂的应用。将锰基材料封闭在特定区域有可能影响分子间排列和质量扩散,降低活化能势垒,从而提高反应稳定性和催化剂活性。在这篇重要综述中,我们简要总结了常见的用于消除气态污染物(包括氮氧化物和挥发性有机化合物)的纳米封闭锰基类似物。文中还详细介绍了常见的封闭催化剂宿主及其对催化行为的影响,并对相关机理进行了深入探讨。通过这篇评论性综述,我们旨在提高研究人员对使用封闭催化作为基本指导甚至工具来提高消除气态污染物的催化性能的关注。
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引用次数: 0
Confined Manganese-Based Catalysts for Gaseous Pollutant Removal: A Critical Review 用于去除气态污染物的密闭锰基催化剂:评论
IF 7.4 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-08-28 DOI: 10.1021/acsestengg.4c0035510.1021/acsestengg.4c00355
Jialin Li, Zhijian Xiao, Jingling Yang* and Mingshan Zhu*, 

Manganese-based materials are widely applied as catalysts for catalytic removal of gaseous pollutants due to their low cost and excellent redox performance. However, existing challenges such as unsatisfactory activity and stability hinder the application of manganese-based catalysts. Confining manganese-based materials into specific regions has the potential to influence intermolecular arrangement and mass diffusion and lower the activation energy barrier, thereby enhancing reaction stability and the catalyst’s activity. In this critical review, we briefly summarize the common reported nanoconfined manganese-based analogues for gaseous pollutant elimination including nitrogen oxides (NOx) and volatile organic compounds (VOCs). Details of the commonly reported hosts for confined catalysts and their impact on catalytic behavior and an in-depth discussion of the related mechanism are included. Through this critical review, we aim to raise the research attention on using confined catalysis as a fundamental guide or even tool to improve the catalytic performance of gaseous pollutant elimination.

锰基材料因其低成本和出色的氧化还原性能而被广泛用作催化去除气态污染物的催化剂。然而,活性和稳定性不理想等现有挑战阻碍了锰基催化剂的应用。将锰基材料封闭在特定区域有可能影响分子间排列和质量扩散,降低活化能势垒,从而提高反应稳定性和催化剂活性。在这篇重要综述中,我们简要总结了常见的用于消除气态污染物(包括氮氧化物和挥发性有机化合物)的纳米封闭锰基类似物。文中还详细介绍了常见的封闭催化剂宿主及其对催化行为的影响,并对相关机理进行了深入探讨。通过这篇评论性综述,我们旨在提高研究人员对使用封闭催化作为基本指导甚至工具来提高消除气态污染物的催化性能的关注。
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引用次数: 0
Spectral-Based Machine Learning Enables Rapid and Large-Scale Adsorption Capacity Prediction of Heavy Metals in Soil 基于光谱的机器学习可快速、大规模预测土壤中重金属的吸附容量
IF 7.1 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-08-27 DOI: 10.1021/acsestengg.4c00325
Chongchong Qi, Tao Hu, Mengting Wu, Yong Sik Ok, Han Wang, Liyuan Chai, Zhang Lin
Accurate and large-scale estimation of the soil adsorption capacity of heavy metals (HMs) is vital to tackle soil HM contamination. Here, a novel framework has been developed to evaluate the adsorption capacity of HMs in soil using visible and near-infrared spectroscopy. Soil attributes were accurately estimated without any spectral preprocessing using a combined autoencoder (AE) and deep neural network (DNN) approach. Soil HM adsorption capability was then evaluated based on spectral-derived soil attributes, using 2,416 data points on Cd(II), Pb(II), and Cr(VI). The proposed AE-DNN models offer accurate estimations of soil attributes with an average R2 of 0.811 on the independent testing sets. The trained AE-DNN models can reveal patterns typically used by experts to identify bond assignments and promote data-driven knowledge discovery. By comparison with adsorption capacity maps based on actual and estimated soil attributes, we show that the spectral-based soil adsorption capacity evaluation is statistically reliable. Our adsorption capacity maps for the EU and USA identify known soil contamination sites and undocumented areas of high contamination risk. Our framework enables rapid and large-scale prediction of the adsorption capacity of HMs in soil and showcases important guidance for further soil contamination testing, soil management, and industrial planning.
准确、大规模地估算土壤对重金属(HMs)的吸附能力对于解决土壤重金属污染问题至关重要。在此,我们开发了一种新型框架,利用可见光和近红外光谱评估土壤中 HMs 的吸附能力。采用自动编码器(AE)和深度神经网络(DNN)相结合的方法,无需任何光谱预处理即可准确估算出土壤属性。然后,根据光谱得出的土壤属性,使用有关镉(II)、铅(II)和铬(VI)的 2,416 个数据点对土壤 HM 吸附能力进行了评估。所提出的 AE-DNN 模型能准确估计土壤属性,在独立测试集上的平均 R2 为 0.811。训练有素的 AE-DNN 模型可以揭示专家通常用于识别键分配的模式,促进数据驱动的知识发现。通过与基于实际土壤属性和估计土壤属性的吸附容量图进行比较,我们发现基于光谱的土壤吸附容量评估在统计学上是可靠的。我们为欧盟和美国绘制的吸附容量图识别了已知的土壤污染地点和未记录的高污染风险区域。我们的框架能够快速、大规模地预测土壤中 HMs 的吸附容量,并为进一步的土壤污染检测、土壤管理和工业规划提供重要指导。
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