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Low-temperature NOx reduction over Cu-LTA and SmMnOx composite catalysts 在 Cu-LTA 和 SmMnOx 复合催化剂上低温还原氮氧化物
IF 5.5 2区 化学 Q1 Chemical Engineering Pub Date : 2024-06-05 DOI: 10.1016/j.apcata.2024.119835
Mengmeng Wei , Jin Zhang , Sixiang Cai , Haiyan Duan , Xiaonan Hu , Penglu Wang , Dengsong Zhang

Low-temperature selective catalytic reduction of NOx with ammonia (NH3-SCR) over zeolite catalysts remains a great challenge in diesel exhaust purification. Herein, Cu-LTA zeolite with excellent hydrothermal stability was composited with a small proportion of SmMnOx oxides, the composite catalytic system efficiently resolves the low-temperature activity challenge encountered by Cu-LTA. The promoting pathways revealed the presence of active nitrite intermediates formed on SmMnOx by activating NO, that were able to migrate to the Cu-LTA and can be further decomposed on the Brønsted acid sites. Compared to the continuous deposition of nitrates in Cu-LTA, the presence of SmMnOx in composite catalysts efficiently reduced the accumulation of inert nitrate and improved the nitrate deposition phenomena. This innovative research would provide a rational strategy to break the barrier of limited low-temperature performance faced by zeolite catalysts, effectively promoting the NOx removal in vehicles sources.

沸石催化剂低温选择性催化氨还原氮氧化物(NH3-SCR)仍是柴油机尾气净化领域的一大挑战。本文将具有优异水热稳定性的 Cu-LTA 沸石与少量 SmMnOx 氧化物复合,该复合催化体系有效地解决了 Cu-LTA 沸石所面临的低温活性难题。促进路径显示,活化氮氧化物在 SmMnOx 上形成的活性亚硝酸盐中间体能够迁移到 Cu-LTA 上,并在布氏酸位点上进一步分解。与硝酸盐在 Cu-LTA 中的连续沉积相比,复合催化剂中 SmMnOx 的存在有效地减少了惰性硝酸盐的积累,改善了硝酸盐的沉积现象。这项创新性研究将为打破沸石催化剂低温性能受限的障碍提供合理的策略,从而有效促进车用氮氧化物的去除。
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引用次数: 0
The promoting role of framework Ti(IV) in enhancing the hydrodeoxygenation performance of palmitic acid over a mesoporous TS-1 supported Ni catalyst 框架 Ti(IV) 在介孔 TS-1 支持的 Ni 催化剂上对提高棕榈酸加氢脱氧性能的促进作用
IF 5.5 2区 化学 Q1 Chemical Engineering Pub Date : 2024-06-05 DOI: 10.1016/j.apcata.2024.119833
Yuan Zhang , Wenqian Fu , Mingyu Huang , Li Liu , Lei Zhang , Chaojie Zhu , Tiandi Tang

Developing a highly efficient Ni-based hydrodeoxygenation catalyst is crucial for the production of renewable biodiesel. Herein, a mesoporous TS-1 zeolite supported Ni catalyst (Ni/TS-1-M) exhibited exceptional hydrodeoxygenation (HDO) activity and achieved 100 % yield of deoxygenated hydrocarbons (97.3 % pentadecane vs 2.7 % hexadecane), outperforming other catalysts such as Ni on mesoporous ZSM-5 (Ni/ZSM-5-M), mesoporous Silicalite-1 (Ni/Silicalite-1-M) and TiO2 (Ni/TiO2). The Ti(IV) atoms in the form of TiO4 and TiO6 can transfer its electron to nearby metal Ni, leading to the increase in electron density of metal Ni, which enhanced the hydrogenation activity and facilitated the C–C bond cleavage of the hexadecanal to produce pentadecane. Furthermore, the framework Ti(IV) species accelerated the esterification process to generate palmityl palmitate, which was easily hydrogenolyzed to the main intermediate of hexadecanol under the synergistic effect of metal Ni and Ti(IV) on Ni/TS-1-M catalyst. The formed hexadecanol mainly underwent successive dehydrogenation/decarbonylation process to transform into pentadecane.

开发高效的镍基加氢脱氧催化剂对于生产可再生生物柴油至关重要。在本文中,介孔 TS-1 沸石支撑的 Ni 催化剂(Ni/TS-1-M)表现出优异的加氢脱氧(HDO)活性,脱氧烃的产率达到 100%(97.3% 的十五烷对 2.7% 的十六烷),优于其他催化剂,如介孔 ZSM-5 上的 Ni(Ni/ZSM-5-M)、介孔硅胶石-1(Ni/硅胶石-1-M)和 TiO2(Ni/TiO2)。TiO4和TiO6形式的Ti(IV)原子可将其电子传递给附近的金属Ni,导致金属Ni的电子密度增加,从而提高了氢化活性,促进了十六烷醛的C-C键裂解生成十五烷。此外,在 Ni/TS-1-M 催化剂上金属 Ni 和 Ti(IV) 的协同作用下,框架 Ti(IV) 物种加速了生成棕榈酸棕榈酯的酯化过程,而棕榈酸棕榈酯很容易氢解为十六烷醇的主要中间体。生成的十六醇主要经过连续脱氢/脱羰基过程转化为十五烷。
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引用次数: 0
Synthesis of Cu-SSZ-13 with different Si/Al ratios by zeolite Y conversion and its NH3-SCR activity and hydrothermal stability 通过沸石 Y 转化合成不同 Si/Al 比率的 Cu-SSZ-13 及其 NH3-SCR 活性和水热稳定性
IF 5.5 2区 化学 Q1 Chemical Engineering Pub Date : 2024-06-05 DOI: 10.1016/j.apcata.2024.119842
Fengmin Sun , Ruihua Zhang , Weiyong Jiao , Jianfeng Jia , Huixiang Wang , Xiaoning Hou , Wenting Lv , Baoliang Lv

Interzeolite conversion is a convenient and low-cost method to get Cu-SSZ-13 zeolite for ammonia selective catalytic reduction (NH3-SCR) of NO, but it is usually difficult to regulate the Si/Al ratio of the SSZ-13 in a wide range by interzeolite conversion. In this work, Cu-SSZ-13 catalysts with Si/Al ratios of 5, 10 and 20 were accurately synthesized by zeolite Y conversion with additional Si source. Specifically, the physical properties of Cu-SSZ-13 were characterized by XRD, SEM, ICP-AES and BET. The Al distribution and Cu2+ locations in Cu-SSZ-13 were investigated by 29Si and 27Al MAS NMR, DR UV–vis, H2-TPR and EPR. The results show that Cu-SSZ-13 with Si/Al ratio of 10 shows the considerable NH3-SCR activity and hydrothermal stability simultaneously. Moreover, different types of relationships between the reaction rate constant k and the content of α-Cu2+, β-Cu2+ species were found, indicating the diverse catalytic properties of the two active copper sites.

沸石间转化是获得用于氨选择性催化还原氮氧化物(NH3-SCR)的 Cu-SSZ-13 沸石的一种方便且低成本的方法,但通常很难通过沸石间转化在较大范围内调节 SSZ-13 的 Si/Al 比。在这项工作中,通过沸石 Y 转化并添加硅源,精确合成了 Si/Al 比为 5、10 和 20 的 Cu-SSZ-13 催化剂。具体而言,通过 XRD、SEM、ICP-AES 和 BET 对 Cu-SSZ-13 的物理性质进行了表征。通过 29Si 和 27Al MAS NMR、DR UV-vis、H2-TPR 和 EPR 研究了 Cu-SSZ-13 中 Al 的分布和 Cu2+ 的位置。结果表明,Si/Al 比为 10 的 Cu-SSZ-13 同时具有相当高的 NH3-SCR 活性和水热稳定性。此外,还发现反应速率常数 k 与 α-Cu2+ 和 β-Cu2+ 物种含量之间存在不同类型的关系,这表明两个活性铜位点具有不同的催化特性。
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引用次数: 0
Enhanced photocatalytic CO2 reduction activity on the novel Z-scheme Co-MOF/Bi2MoO6 to form CO and CH4 增强新型 Z 型 Co-MOF/Bi2MoO6 光催化二氧化碳还原活性,生成 CO 和 CH4
IF 5.5 2区 化学 Q1 Chemical Engineering Pub Date : 2024-06-03 DOI: 10.1016/j.apcata.2024.119834
Shushan Song , Ziheng Song , Huarui Han , Kai Wei , Weijie Zhang , Dandan Liu , Qianyu Wang , Changchang Ma , Sheng Feng , Xuemei Duan

Herein, a novel Z-scheme Co-MOF/Bi2MoO6 was synthesized by in-situ growth method. The photocatalytic CO2 reduction effect of Co-MOF/Bi2MoO6 was significantly improved, and the formation rates of CO and CH4 reached 19.76 and 8.24 μmol·g−1·h−1, which corresponded to 1.61 and 2.38 times of Co-MOF (CO: 12.31 μmol·g−1·h−1) and Bi2MoO6 (CH4: 3.46 μmol·g−1·h−1), respectively. The increased photocatalytic activity of Co-MOF/Bi2MoO6 resulted from the enhanced visible light capture capability and the Z-scheme heterojunction formed among Co-MOF and Bi2MoO6, which promoted the efficient separation of photogenerated carriers while retaining the highest redox capacity. The Z-scheme charge transfer direction of Co-MOF/Bi2MoO6 was confirmed by DRS, XPS, ESR, UPS, and the photocatalytic reaction mechanism was explained. In addition, the active substances and intermediates of Co-MOF/Bi2MoO6 in the photocatalytic CO2 reduction process were investigated using ESR and in-situ FT-IR. The work offers a idea for building MOFs-based heterojunctions to improve the effect of photocatalytic CO2 reduction.

本文采用原位生长法合成了一种新型Z型Co-MOF/Bi2MoO6。Co-MOF/Bi2MoO6的光催化还原CO2效果显著提高,CO和CH4的形成率分别达到19.76和8.24 μmol-g-1-h-1,分别是Co-MOF(CO:12.31 μmol-g-1-h-1)和Bi2MoO6(CH4:3.46 μmol-g-1-h-1)的1.61和2.38倍。Co-MOF/Bi2MoO6 光催化活性的提高源于其可见光捕获能力的增强,以及 Co-MOF 和 Bi2MoO6 之间形成的 Z 型异质结促进了光生载流子的有效分离,同时保留了最高的氧化还原能力。DRS、XPS、ESR和UPS证实了Co-MOF/Bi2MoO6的Z型电荷转移方向,并解释了其光催化反应机理。此外,还利用 ESR 和原位傅立叶变换红外光谱研究了 Co-MOF/Bi2MoO6 在光催化还原 CO2 过程中的活性物质和中间产物。该研究为构建基于 MOFs 的异质结以提高光催化还原二氧化碳的效果提供了思路。
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引用次数: 0
Engineering regulated catalysts for electrocatalytically driven CO2 preparation of ethanol 用于电催化二氧化碳制备乙醇的工程调节催化剂
IF 5.5 2区 化学 Q1 Chemical Engineering Pub Date : 2024-06-03 DOI: 10.1016/j.apcata.2024.119828
Guanling Yang , Jinsheng Liang , Fei Wang

Electrocatalytic CO2RR is an ideal method. It is capable of converting CO2 into usable fuels and valuable chemical products. Electrocatalytic CO2RR produces a wide range of chemicals. Of these, ethanol (EtOH) is favored for its wide industrial and commercial value. However, electrocatalytic CO2RR preparation of EtOH involves C-C coupling reactions and is a multi-electron transfer process. For this reason, the efficient electrochemical conversion of EtOH by CO2RR remains a great challenge. The preparation of EtOH by electrocatalytic CO2RR involves the interference of a competing hydrogen evolution reaction as well as some other reaction intermediates. This limits the improvement of Faraday efficiency of ethanol (FEEtOH) and the current density of ethanol (JEtOH). To improve ethanol selectivity, the researchers designed and modified the catalysts using engineering regulation effects such as reaction conditions engineering regulation, surface engineering regulation, interfacial engineering regulation, and single atom engineering regulation, and achieved excellent results. Therefore, it is important to understand the key factors affecting the catalyst activity by different engineering regulations and to apply a combination of engineering regulations to the catalyst development. Therefore, this paper firstly provides a comprehensive summary of the catalysts applied for the preparation of EtOH by electrocatalytic CO2RR, including two major categories of catalysts containing pure metal active components and catalysts without pure metal active components. Subsequently, the main effects of engineering modulation on catalyst activity are analyzed and summarized in detail, respectively. Finally, the future challenges and development prospects of electrocatalytic CO2RR for EtOH preparation were highlighted.

电催化 CO2RR 是一种理想的方法。它能够将二氧化碳转化为可用燃料和有价值的化学产品。电催化 CO2RR 可以生产多种化学品。其中,乙醇(EtOH)因其广泛的工业和商业价值而备受青睐。然而,电催化 CO2RR 制备 EtOH 涉及 C-C 偶联反应,是一个多电子转移过程。因此,通过 CO2RR 高效电化学转化 EtOH 仍然是一个巨大的挑战。通过电催化 CO2RR 制备 EtOH 时,会受到竞争性氢进化反应以及其他一些反应中间产物的干扰。这限制了乙醇法拉第效率(FEEtOH)和乙醇电流密度(JEtOH)的提高。为了提高乙醇的选择性,研究人员利用反应条件工程调控、表面工程调控、界面工程调控和单原子工程调控等工程调控效应对催化剂进行了设计和改性,取得了很好的效果。因此,了解不同工程调控影响催化剂活性的关键因素,并将工程调控组合应用于催化剂开发具有重要意义。因此,本文首先对应用于电催化 CO2RR 制备 EtOH 的催化剂进行了全面总结,包括含纯金属活性组分的催化剂和不含纯金属活性组分的催化剂两大类。随后,分别详细分析和总结了工程调制对催化剂活性的主要影响。最后,重点介绍了电催化 CO2RR 用于制备 EtOH 的未来挑战和发展前景。
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引用次数: 0
Design and fabrication of Zr-based MOF photocatalyst with functionalized moieties for CO2 reduction and coupling selective oxidation of benzyl alcohol 设计和制备具有功能化分子的 Zr 基 MOF 光催化剂,用于二氧化碳还原和苯甲醇的耦合选择性氧化
IF 5.5 2区 化学 Q1 Chemical Engineering Pub Date : 2024-06-01 DOI: 10.1016/j.apcata.2024.119826
Yun Xu , Lingfeng Zhu , Zhouwei Lv , Yunfei Zhang , Tifang Miao , Qinghua Deng , Yunjian Wang , Zhiqiang Liang , Xianliang Fu , Longfeng Li

Zirconium-based metal organic frameworks (Zr-MOFs) are considered as promising photocatalysts due to their excellent stability, unique pore structure, and versatile photocatalytic applications. To strengthen the visible-light absorption, a well-designed targeted MOFs photocatalyst was fabricated by a solvothermal method with Co-tetrakis (4-carboxyphenyl) porphyrinate (Co-TCPP), 1,3,6,8-tetra(4-carboxyphenyl) pyrene (TBAPy), and Zr clusters as sensitizer, ligands and active sites, respectively. Benefiting from the excellent photo-responsiveness of Co-TCPP, the robust catalytic ability of Zr clusters, the promising electron transfer ability of pyrene moiety, the prepared Zr-Co MOF@TBAPy exhibit excellent photocatalytic performance and stability. A high reduction rate of 127.42 μmol g−1 h−1 from CO2 to CO, this is 3.5 and 2.8 times that of Zr-TBAPy and Zr-Co MOF, respectively. The photocatalytic performance of CO2 reduction coupling with selective oxidation of benzyl alcohol (BA) to benzaldehyde (BD) was also tested. The transferring pathway of photogenerated electron from the photosensitive unit to the active site mediated by the electron transport unit was further confirmed by density-functional theory (DFT) calculations, providing intuitive insights into the catalytic mechanism. This work manifests that well-designed MOFs integrated with functional moieties is a feasible strategy for developing high performance MOF based photocatalyst.

锆基金属有机框架(Zr-MOFs)因其优异的稳定性、独特的孔隙结构和广泛的光催化应用而被认为是一种前景广阔的光催化剂。为了加强对可见光的吸收,研究人员采用溶热法制备了一种精心设计的靶向 MOFs 光催化剂,分别以 Co-四(4-羧基苯基)卟啉酸盐(Co-TCPP)、1,3,6,8-四(4-羧基苯基)芘(TBAPy)和 Zr 簇作为敏化剂、配体和活性位点。得益于 Co-TCPP 卓越的光响应性、Zr 团簇强大的催化能力以及芘分子良好的电子传递能力,所制备的 Zr-Co MOF@TBAPy 具有优异的光催化性能和稳定性。从 CO2 到 CO 的还原率高达 127.42 μmol g-1 h-1,分别是 Zr-TBAPy 和 Zr-Co MOF 的 3.5 倍和 2.8 倍。此外,还测试了 CO2 还原耦合苯甲醇(BA)选择性氧化为苯甲醛(BD)的光催化性能。通过密度泛函理论(DFT)计算,进一步证实了光生电子在电子传递单元介导下从光敏单元向活性位点转移的途径,为催化机理提供了直观的见解。这项工作表明,设计良好的 MOFs 与功能分子的整合是开发基于 MOF 的高性能光催化剂的可行策略。
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引用次数: 0
Metal-free solid base catalysis: Boron-doped graphitic carbon nitride for the efficient synthesis of ethyl coumarin-3-carboxylate 无金属固体碱催化:用于高效合成香豆素-3-羧酸乙酯的掺硼氮化石墨碳
IF 5.5 2区 化学 Q1 Chemical Engineering Pub Date : 2024-05-31 DOI: 10.1016/j.apcata.2024.119827
Nijara Das , Sudem Borgayary , Riu Riu Wary , Pranjal Kalita

In this work, boron doped graphitic carbon nitride materials (BgCN-x) were successfully prepared by thermal copolymerization of melamine and boric acid. The comprehensive characterization using various techniques, including powder X-ray diffraction (PXRD), Fourier transform infrared spectroscopy (FT-IR), UV-Visible spectroscopy (UV-Vis), Field emission scanning electron microscopy (FESEM), Energy-Dispersive X-ray spectroscopy (EDS), Field emission transmission electron microscopy (FETEM), and X-ray photoelectron spectroscopy (XPS) revealed the uniform doping of boron in the tri-s-triazine rings of g-C3N4 by substituting the carbon or nitrogen atoms. Furthermore, the basic site concentrations of the catalysts were evaluated using CO2-TPD technique. The BgCN catalysts exhibited significantly enhanced catalytic activity in the base-catalyzed Knoevenagel condensation between salicylaldehyde and diethyl malonate for coumarin synthesis. This work underscores the potential of boron-doped or two-dimensional boron-dominant materials as promising candidates for metal-free heterogeneous base catalysis, paving the way for further advancements in the field.

在这项研究中,通过三聚氰胺和硼酸的热共聚,成功制备了掺硼氮化石墨碳材料(BgCN-x)。利用粉末 X 射线衍射 (PXRD)、傅立叶变换红外光谱 (FT-IR)、紫外-可见光谱 (UV-Vis)、场发射扫描电子显微镜 (FESEM) 等多种技术对其进行了综合表征、能量色散 X 射线光谱(EDS)、场发射透射电子显微镜(FETEM)和 X 射线光电子能谱(XPS)显示,通过取代碳原子或氮原子,硼在 g-C3N4 的三-s-三嗪环中均匀掺杂。此外,还利用 CO2-TPD 技术评估了催化剂的基本位点浓度。在水杨醛与丙二酸二乙酯在碱催化下进行克诺文纳格尔缩合以合成香豆素的过程中,BgCN 催化剂的催化活性明显增强。这项工作强调了掺硼或二维硼主导材料作为无金属异相碱催化候选材料的潜力,为该领域的进一步发展铺平了道路。
{"title":"Metal-free solid base catalysis: Boron-doped graphitic carbon nitride for the efficient synthesis of ethyl coumarin-3-carboxylate","authors":"Nijara Das ,&nbsp;Sudem Borgayary ,&nbsp;Riu Riu Wary ,&nbsp;Pranjal Kalita","doi":"10.1016/j.apcata.2024.119827","DOIUrl":"https://doi.org/10.1016/j.apcata.2024.119827","url":null,"abstract":"<div><p>In this work, boron doped graphitic carbon nitride materials (BgCN-x) were successfully prepared by thermal copolymerization of melamine and boric acid. The comprehensive characterization using various techniques, including powder X-ray diffraction (PXRD), Fourier transform infrared spectroscopy (FT-IR), UV-Visible spectroscopy (UV-Vis), Field emission scanning electron microscopy (FESEM), Energy-Dispersive X-ray spectroscopy (EDS), Field emission transmission electron microscopy (FETEM), and X-ray photoelectron spectroscopy (XPS) revealed the uniform doping of boron in the tri-s-triazine rings of g-C<sub>3</sub>N<sub>4</sub> by substituting the carbon or nitrogen atoms. Furthermore, the basic site concentrations of the catalysts were evaluated using CO<sub>2</sub>-TPD technique. The BgCN catalysts exhibited significantly enhanced catalytic activity in the base-catalyzed Knoevenagel condensation between salicylaldehyde and diethyl malonate for coumarin synthesis. This work underscores the potential of boron-doped or two-dimensional boron-dominant materials as promising candidates for metal-free heterogeneous base catalysis, paving the way for further advancements in the field.</p></div>","PeriodicalId":243,"journal":{"name":"Applied Catalysis A: General","volume":null,"pages":null},"PeriodicalIF":5.5,"publicationDate":"2024-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141291120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Soft-templating synthesis of mesoporous MnSiOx composites as catalytic supports for Pd nanoparticles towards solvent-free oxidation of benzyl alcohol under atmospheric pressure O2 软模板合成介孔氧化锰(MnSiOx)复合材料,作为钯纳米颗粒在常压氧气条件下无溶剂氧化苯甲醇的催化支持物
IF 5.5 2区 化学 Q1 Chemical Engineering Pub Date : 2024-05-31 DOI: 10.1016/j.apcata.2024.119829
Meng Feng, Mei-Yang Wang, Fei Wang, Jie Xu , Bing Xue

Solvent-free and liquid-phase selective oxidation of aromatic alcohols using O2 as an oxidant is a green strategy for the synthesis of aromatic aldehydes and other carbonyl compounds. Wherein, the design and preparation of heterogeneous catalysts with high activity and selectivity is a hot topic in this process. Herein, a series of manganese oxide-silica (MnSiOx) composites were synthesized using cetyltrimethylammonium bromide as a soft template. During the preparation process, the amounts of tetraethyl orthosilicate and ammonia and the calcination temperature significantly affected the textural properties and Mn cation distributions of MnSiOx. The MnSiOx composites were then employed as catalysts for Pd nanoparticles. In the solvent-free and atmospheric conditions, Pd/MnSiOx materials showed high catalytic conversions of benzyl alcohol (BZA), and the catalytic activity thereof is related to the fractions of Pd0 and Mn3+. As the reaction time and temperature are 4 h and 90 °C, the conversion of BZA (feeding dosage: 4 mL) and the selectivity of benzaldehyde are 64.8 % and 94.9 %, respectively. The catalyst can be reused at least five times without any significant loss of activity. Furthermore, the correlation between physiochemical properties and catalytic activity of Pd/MnSiOx was analyzed.

以 O2 为氧化剂进行芳香醇的无溶剂液相选择性氧化是合成芳香醛和其他羰基化合物的一种绿色策略。其中,设计和制备具有高活性和高选择性的异相催化剂是这一过程中的热门话题。本文以十六烷基三甲基溴化铵为软模板,合成了一系列氧化锰-二氧化硅(MnSiOx)复合材料。在制备过程中,正硅酸四乙酯和氨的用量以及煅烧温度对 MnSiOx 的质构特性和锰阳离子分布有显著影响。随后,MnSiOx 复合材料被用作钯纳米颗粒的催化剂。在无溶剂和大气条件下,Pd/MnSiOx 材料对苯甲醇(BZA)具有很高的催化转化率,其催化活性与 Pd0 和 Mn3+ 的组分有关。当反应时间和温度分别为 4 小时和 90 ℃ 时,BZA 的转化率(进料量:4 mL)和苯甲醛的选择性分别为 64.8 % 和 94.9 %。该催化剂可重复使用至少五次,且活性不会明显降低。此外,还分析了 Pd/MnSiOx 的理化性质与催化活性之间的相关性。
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引用次数: 0
Application of machine learning in designing and understanding effective catalyst for selective catalytic reduction of nitrogen oxide 应用机器学习设计和理解氮氧化物选择性催化还原的有效催化剂
IF 5.5 2区 化学 Q1 Chemical Engineering Pub Date : 2024-05-31 DOI: 10.1016/j.apcata.2024.119825
Qiang Zhang , Yuanhao Wang , Jia Zhang , Yang Yue , Guangren Qian

Traditional catalyst design includes trial-and-error and orthogonal methods. However, these processes usually require large number of experiments to get an optimized formula. Machine learning was applied in designing effective catalyst for selective catalytic reduction (SCR) of nitrogen oxide (NOx). Catalyst formulas and their activities in previous reports were collected and fitted by extreme gradient boosting algorithm and explanatory algorithm-SHapley Additive exPlanations. Mn-Cr coupling was predicted to be the most effective for SCR among various couplings, which was then proved by experimental results. SCR activity of Mn catalyst was increased from 50.3 % to 85.0 % at 150°C after the catalyst was loaded by Cr. Furthermore, machine learning and experimental characterizations revealed that the big total electronegativity of Cr resulted in bidentate nitrate bonding one cation with two oxygens, which was the most active NOx-derived intermediate during SCR. This work is in favor of catalyst design and catalytic-species recognition at the same time.

传统的催化剂设计包括试错法和正交法。然而,这些过程通常需要大量实验才能得到优化配方。机器学习被应用于设计氮氧化物(NOx)选择性催化还原(SCR)的有效催化剂。研究人员收集了以往报告中的催化剂配方及其活性,并采用极端梯度提升算法和解释性算法--SHapley Additive exPlanations 进行拟合。在各种耦合中,锰-铬耦合被预测为最有效的 SCR 催化剂,实验结果也证明了这一点。锰催化剂负载铬后,在 150°C 温度下的 SCR 活性从 50.3% 提高到 85.0%。此外,通过机器学习和实验表征发现,铬的总电负性大,导致一个阳离子与两个氧原子形成双齿硝酸酯键,这是 SCR 过程中最活跃的氮氧化物衍生中间体。这项工作同时有利于催化剂设计和催化物种识别。
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引用次数: 0
Promoting the electrocatalytic activity for Ni-based single atom catalysts by nitrogen and phosphorus codopant towards CO2 reduction 通过氮磷共掺剂提高镍基单原子催化剂对二氧化碳还原的电催化活性
IF 5.5 2区 化学 Q1 Chemical Engineering Pub Date : 2024-05-29 DOI: 10.1016/j.apcata.2024.119824
Zhiyong Zhu , Shuai Lv , Xinyi Sun , Cong Liu , Xinke Qi , Xiao Liu , Li Wang , Jinglai Zhang

Electrochemical carbon dioxide reduction (CO2RR) is a promising approach to accomplish the CO2 net emission. Ni-based single-atom catalysts (Ni-SACs) with the Ni-N-C structure have been the hotspot in this field. However, its catalytic activity is still unsatisfied. Regulation of the coordination environment of the active site via heteroatom doping is an efficient strategy to improve its catalytic characteristics and activity. Herein, the heteroatom phosphorus is introduced into the N-doped carbon supporter to form Ni-SA/CN-P catalyst achieving the CO Faraday efficiency of 91.8 % at a potential of -1.1 V along with the CO current density 91.2 mA cm-2 in the flow cell, which is superior to the sample Ni-SA/CN without P dopant. It is attributed that the more defects are built in the Ni-SA/CN-P catalyst due to the different atomic radiuses of P and N atoms. Moreover, the gap between d-band center and Femi energy level is narrowed due to the doped P atoms, which reduces the rate-limiting barrier height leading to the promoted catalytic performance. The cooperation of various items finally results in the overall performance. This work provides a simple method for establishing single-atom catalysts with P doping to improve catalytic performance for CO2RR.

电化学二氧化碳还原(CO2RR)是实现二氧化碳净排放的一种前景广阔的方法。具有 Ni-N-C 结构的镍基单原子催化剂(Ni-SAC)一直是该领域的热点。然而,其催化活性仍未得到满足。通过掺杂杂原子调节活性位点的配位环境是提高其催化特性和活性的有效策略。本文将杂原子磷引入到掺杂 N 的碳支持物中,形成了 Ni-SA/CN-P 催化剂,在电位为 -1.1 V 时,CO 法拉第效率达到 91.8%,流动池中的 CO 电流密度为 91.2 mA cm-2,优于不掺杂 P 的样品 Ni-SA/CN。这是因为 P 原子和 N 原子的原子半径不同,导致 Ni-SA/CN-P 催化剂中产生了更多的缺陷。此外,由于掺杂了 P 原子,d 波段中心和 Femi 能级之间的间隙变窄,从而降低了限速势垒高度,提高了催化性能。各个环节相互配合,最终实现了整体性能。这项工作提供了一种建立掺杂 P 原子的单原子催化剂的简单方法,从而提高 CO2RR 的催化性能。
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引用次数: 0
期刊
Applied Catalysis A: General
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