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Effect of TiO2 Crystal Facet on Pd/Anatase Catalysts for Formaldehyde Oxidation TiO2 晶面对 Pd/Anatase 甲醛氧化催化剂的影响
IF 3.6 3区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2024-04-03 DOI: 10.1007/s11244-024-01943-7

Abstract

Crystal facet engineering is an effective strategy for designing efficient catalysts to improve the ability to oxidize formaldehyde (HCHO). In this article, anatase TiO2 samples with different main exposed crystal facets ((001), (010) and (101)) were prepared and utilized as supports to load Pd, leading to the synthesis of Pd/TiO2 (001), Pd/TiO2 (010) and Pd/TiO2 (101) catalysts, respectively. For HCHO oxidation, Pd/TiO2 (001) displayed the best activity, and could convert 100% HCHO at 35 °C. However, the removal rates for Pd/TiO2 (010) and Pd/TiO2 (101) catalysts were only 46% and 35% even at 55 °C. After carefully comparing the property differences of these three supports, it was found that more surface defects were formed on the (001) facet than on (010) and (101). With more surface defects of support, Pd/TiO2 (001) catalyst possessed more oxygen vacancies, Pd metal sites and interface sites, which could effectively activate oxygen and water. This further improved the ability to oxidize HCHO. The findings from this study are anticipated to contribute valuable insights for the design of highly efficient supported noble metal catalysts.

Graphical Abstract

摘要 晶体面工程是设计高效催化剂以提高甲醛(HCHO)氧化能力的有效策略。本文制备了具有不同主要暴露晶面((001)、(010)和(101))的锐钛型二氧化钛样品,并将其作为负载钯的载体,分别合成了 Pd/TiO2 (001)、Pd/TiO2 (010) 和 Pd/TiO2 (101) 催化剂。在 HCHO 氧化过程中,Pd/TiO2 (001) 的活性最好,在 35 °C 时可以 100% 转化 HCHO。然而,即使在 55 ℃ 时,Pd/TiO2(010)和 Pd/TiO2(101)催化剂的去除率也仅为 46%和 35%。在仔细比较了这三种载体的性质差异后发现,(001) 面上形成的表面缺陷比 (010) 和 (101) 面上的要多。由于载体表面缺陷较多,Pd/TiO2 (001) 催化剂具有更多的氧空位、钯金属位和界面位,可有效活化氧和水。这进一步提高了氧化 HCHO 的能力。本研究的结果有望为设计高效的支撑贵金属催化剂提供有价值的见解。 图表摘要
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引用次数: 0
In Situ Structure Study of a TiO2 Doped MnOX-Na2WO4/SiO2 Catalyst Under Na2WO4 Melting Conditions Na2WO4 熔融条件下掺杂 TiO2 的 MnOX-Na2WO4/SiO2 催化剂的原位结构研究
IF 3.6 3区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2024-04-03 DOI: 10.1007/s11244-024-01946-4

Abstract

MnOX-Na2WO4/SiO2 catalyst exhibited notable C2 selectivity/yield in the oxidative coupling of methane (OCM), a promised green chemistry reaction. Nevertheless, the reaction mechanism of this catalyst remains a subject of contention, particularly regarding the role of Na2WO4 in the activation. In this study, in situ characterizations of a TiO2-modified MnOX-Na2WO4/SiO2 catalyst are conducted by XRD and XPS correlating to the OCM reaction condition, focusing on the simultaneous phase transition of catalyst components within its activation temperature zone. The online MS along with XPS/XRD coupled activity study confirm that transition from Mn3+ to Mn2+ stands as a pivotal factor influencing the reactivity. In situ XRD further revealed that in this narrow temperature window there is a particular three-step Na2WO4 phase change, ending as molten salt, right before the substantial Mn3+ to Mn2+ transfer initiated. In addition, the rarely observed Na2WO4 behavior as molten salt is observed by in situ XPS with rapid spectra collected during an on-stage heating process. These comprehensive in situ catalyst characterizations, covering the extensive structure–activity relationship from solid state to partial molten salt condition, supply new important evidence of the active oxygen transfer pathway from Na2WO4 to Mn species which provides a key to understand the activation mechanism of MnOX-Na2WO4/SiO2 catalyst in OCM.

Graphical Abstract

摘要 MnOX-Na2WO4/SiO2 催化剂在甲烷氧化偶联反应(OCM)中表现出显著的 C2 选择性/产率,这是一种有望实现的绿色化学反应。然而,这种催化剂的反应机理仍然是一个有争议的问题,尤其是 Na2WO4 在活化过程中的作用。本研究通过与 OCM 反应条件相关的 XRD 和 XPS 对 TiO2 改性 MnOX-Na2WO4/SiO2 催化剂进行了原位表征,重点研究了催化剂活化温度区内催化剂组分的同步相变。在线质谱和 XPS/XRD 活性耦合研究证实,从 Mn3+ 到 Mn2+ 的转变是影响反应活性的关键因素。原位 XRD 进一步显示,在这个狭窄的温度窗口中,在 Mn3+ 向 Mn2+ 发生实质性转移之前,Na2WO4 会发生特定的三步相变,最后变成熔盐。此外,原位 XPS 通过在阶段加热过程中收集的快速光谱,观察到了极少观察到的 Na2WO4 作为熔盐的行为。这些全面的原位催化剂表征涵盖了从固态到部分熔盐条件下的广泛结构-活性关系,为 Na2WO4 向 Mn 物种的活性氧转移途径提供了新的重要证据,为理解 MnOX-Na2WO4/SiO2 催化剂在 OCM 中的活化机理提供了一把钥匙。 图表摘要
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引用次数: 0
Bifunctional Photocatalysis Toward Efficient NOx Removal Performance and Water Splitting Activity: A Case of TiO2/g-C3N4 实现高效氮氧化物去除性能和水分离活性的双功能光催化:以 TiO2/g-C3N4 为例
IF 2.8 3区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2024-04-03 DOI: 10.1007/s11244-024-01937-5
Viet Van Pham, Thach Khac Bui, Trang Thu Thi Nguyen, Khang Nhat Nguyen, Hoang Thai Nguyen, Hai Viet Le

Studies about emissions reduction and treatment, and renewable energy generation are sustainable development goals of the United Nations. Therein, photocatalysts have emerged as highly attractive multifunctional materials due to their versatile applications in environmental remediation and energy production. In this study, a bifunctional photocatalyst, TiO2/g-C3N4, was synthesized for the purpose of NOx removal and water splitting. Various weight ratios of commercially available TiO2 were combined with g-C3N4 synthesized through a pyrolysis method. The findings demonstrate that the 10%-TiO2/g-C3N4 composite exhibited a notably high NO removal rate of 48.34% and minimal NO2 yield compared to pure g-C3N4. The incorporation of TiO2 onto g-C3N4 induced bandgap restructuring, resulting in a significant enhancement in photocurrent density, with a maximum increase of 25 μA cm−2 at 1.23 V. Moreover, the combination of g-C3N4 with 10% TiO2 exhibited promising electrocatalytic potential for the oxygen evolution reaction, as indicated by an overpotential of 0.44 V. Overall, the utilization of bifunctional photocatalysis with TiO2/g-C3N4 holds great promise as an effective approach for both NOx removal and water splitting applications. This combination offers potential solutions for addressing environmental challenges and advancing renewable energy technologies.

摘要 有关减排和处理以及可再生能源发电的研究是联合国的可持续发展目标。其中,光催化剂因其在环境修复和能源生产中的广泛应用而成为极具吸引力的多功能材料。本研究合成了一种双功能光催化剂 TiO2/g-C3N4,用于去除氮氧化物和分水。将不同重量比的市售 TiO2 与通过热解方法合成的 g-C3N4 结合在一起。研究结果表明,与纯 g-C3N4 相比,10%-TiO2/g-C3N4 复合材料的氮氧化物去除率高达 48.34%,且二氧化氮产量极低。此外,g-C3N4 与 10% TiO2 的结合在氧进化反应中表现出良好的电催化潜力,过电位为 0.44 V。总之,利用 TiO2/g-C3N4 的双功能光催化技术有望成为去除氮氧化物和水分离应用的有效方法。这种组合为应对环境挑战和推进可再生能源技术提供了潜在的解决方案。
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引用次数: 0
CO2 Conversion via Low-Temperature RWGS Enabled by Multicomponent Catalysts: Could Transition Metals Outperform Pt? 通过多组分催化剂实现低温 RWGS 的二氧化碳转化:过渡金属能否超越铂?
IF 3.6 3区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2024-04-02 DOI: 10.1007/s11244-024-01935-7
G. Torres-Sempere, J. González-Arias, A. Penkova, J. L. Santos-Muñoz, L. F. Bobadilla, J. A. Odriozola, L. Pastor-Pérez, T. R. Reina

In the context of CO2 valorisation, the reverse water–gas shift reaction (RWGS) is gathering momentum since it represents a direct route for CO2 reduction to CO. The endothermic nature of the reaction posses a challenge when it comes to process energy demand making necessary the design of effective low-temperature RWGS catalysts. Herein, multicomponent Cs-promoted Cu, Ni and Pt catalysts supported on TiO2 have been studied in the low-temperature RWGS. Cs resulted an efficient promoter affecting the redox properties of the different catalysts and favouring a strong metal-support interaction effect thus modulating the catalytic behaviour of the different systems. Positive impact of Cs is shown over the different catalysts and overall, it greatly benefits CO selectivity. For instance, Cs incorporation over Ni/TiO2 catalysts increased CO selectivity from 0 to almost 50%. Pt-based catalysts present the best activity/selectivity balance although CuCs/TiO2 catalyst present comparable catalytic activity to Pt-studied systems reaching commendable activity and CO selectivity levels, being an economically appealing alternative for this process.

在二氧化碳价值化的背景下,反向水气变换反应(RWGS)的发展势头日益强劲,因为它是将二氧化碳还原为一氧化碳的直接途径。该反应的内热性质给工艺能量需求带来了挑战,因此有必要设计有效的低温 RWGS 催化剂。在此,我们研究了以 TiO2 为载体的多组分 Cs 促进 Cu、Ni 和 Pt 催化剂在低温 RWGS 中的应用。铯是一种高效的促进剂,会影响不同催化剂的氧化还原特性,并有利于产生强烈的金属-支撑相互作用效应,从而调节不同体系的催化行为。在不同的催化剂中,铯都会产生积极的影响,总体而言,铯对一氧化碳的选择性大有裨益。例如,在 Ni/TiO2 催化剂中掺入 Cs 可将 CO 选择性从 0 提高到近 50%。虽然 CuCs/TiO2 催化剂的催化活性与 Pt 研究的系统相当,达到了值得称赞的活性和 CO 选择性水平,但 Pt 基催化剂在活性/选择性平衡方面表现最佳,是该工艺中经济上具有吸引力的替代品。
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引用次数: 0
Manufacturing of a Novel Sensor Based CuO@Graphene Catalyst for Voltammetric Detection of Prednisolone as an Important Doping Agent in Sport 制造用于伏安法检测体育运动中重要兴奋剂泼尼松龙的基于 CuO@Graphene 催化剂的新型传感器
IF 3.6 3区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2024-04-01 DOI: 10.1007/s11244-024-01931-x

Abstract

Selective and sensitive measurement of Prednisolone is vital for its routine analysis in pharmaceutical formulations and doping control in sports. In present research, an effective sensing platform for analysis of prednisolone in body fluids based on CuO@graphene nano-sized (Gr–CuO) catalyst was suggested. The electrochemical sensor was fabricated by deposition of the Gr–CuO on the GCE that provides a remarkably improved sensitivity for the square wave voltammetry detection of prednisolone drug. The uniform distribution of nano-sized CuO NPs led to superior electrocatalyst property, thereby maximizing the prednisolone determination abilities of the suggested sensor. The presented sensing strategy illustrates the acceptable linear response in the range of concentrations of 0.01–25 µM with a low detection limit of 0.008 µM owing to synergetic effect of Gr nanosheets and CuO NPs. The RSD value for prednisolone measurement using seven various GCEs was estimated as 3.4%. The anti-interference investigations confirmed that the different common biological interference such as glucose, dopamine, uric acid, ascorbic aide, xanthine and hypoxanthine did not affect the quantitative analysis of prednisolone. The validity of the Gr–CuO/GCE showed that the accurate detection of prednisolone in the body fluids of some athletes.

摘要 选择性和灵敏度测量泼尼松龙对于药物制剂中的常规分析和体育运动中的兴奋剂控制至关重要。本研究提出了一种基于 CuO@graphene 纳米尺寸(Gr-CuO)催化剂的分析体液中泼尼松龙的有效传感平台。该电化学传感器是通过在 GCE 上沉积 Gr-CuO 制成的,可显著提高方波伏安法检测泼尼松龙药物的灵敏度。纳米级 CuO NPs 的均匀分布带来了卓越的电催化剂特性,从而最大限度地提高了所建议传感器的泼尼松龙测定能力。由于 Gr 纳米片和 CuO NPs 的协同作用,所提出的传感策略在 0.01-25 µM 的浓度范围内具有可接受的线性响应,检测限低至 0.008 µM。使用七种不同的 GCE 测量泼尼松龙的 RSD 值估计为 3.4%。抗干扰研究证实,葡萄糖、多巴胺、尿酸、抗坏血酸、黄嘌呤和次黄嘌呤等常见生物干扰均不影响泼尼松龙的定量分析。Gr-CuO/GCE的有效性表明,它能准确检测出一些运动员体液中的泼尼松龙。
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引用次数: 0
Influence of Doping of Niobium Oxide on the Catalytic Activity of Pt/Al2O3 for CO Oxidation 掺杂氧化铌对 Pt/Al2O3 氧化 CO 催化活性的影响
IF 3.6 3区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2024-03-29 DOI: 10.1007/s11244-024-01924-w
Le Yu, Yejin Song, Seunghwa Hong, Zhaoyi Xu, Shourong Zheng, Jeong Young Park

Pt-based alumina catalysts doped with varying niobium contents (i.e., 0, 1.20, 2.84, and 4.73 wt%, denoted as Pt/Nb–Al2O3) were synthesized via stepwise impregnation for catalytic CO oxidation. The effective incorporation of Nb species without altering the fundamental properties of the Al2O3 support was confirmed by the characterization using XRD, Raman, and TEM. Pt metallic particles were uniformly deposited on the niobium-doped alumina (Nb–Al2O3) support. H2-TPR and CO–TPD analyses were performed to reveal the influence of niobium doping on catalyst reduction and CO adsorption properties. The results consistently demonstrate that the doping of niobium affects reducibility and alleviates the competitive adsorption between CO and O2 during the CO reaction. Particularly, when compared to both undoped and excessively doped Pt/Al2O3 catalysts, the catalyst featuring a 2.84 wt% Nb content on Pt1.4/Nb2.8–Al2O3 displayed the most promising catalytic performance, with a turnover frequency of 3.12 s−1 at 180 °C. This superior performance can be attributed to electron transfer at the Pt/NbOx interface.

通过逐步浸渍法合成了掺杂不同铌含量(即 0、1.20、2.84 和 4.73 wt%,记为 Pt/Nb-Al2O3)的铂基氧化铝催化剂,用于催化 CO 氧化。通过 XRD、拉曼和 TEM 表征证实,Nb 物种的有效加入不会改变 Al2O3 支持物的基本特性。铂金属颗粒均匀地沉积在掺铌氧化铝(Nb-Al2O3)载体上。通过 H2-TPR 和 CO-TPD 分析,揭示了掺铌对催化剂还原和 CO 吸附性能的影响。结果一致表明,掺杂铌会影响还原性,并减轻 CO 反应过程中 CO 和 O2 之间的竞争性吸附。特别是,与未掺杂和过度掺杂的 Pt/Al2O3 催化剂相比,Pt1.4/Nb2.8-Al2O3 上铌含量为 2.84 wt%的催化剂显示出最理想的催化性能,在 180 °C 时的翻转频率为 3.12 s-1。这种优异的性能可归因于 Pt/NbOx 界面的电子转移。
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引用次数: 0
Hydrophobic Modification of Small-Pore Pd-SSZ-13 Zeolites for Catalytic Methane Combustion 疏水改性小孔 Pd-SSZ-13 沸石用于催化甲烷燃烧
IF 3.6 3区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2024-03-29 DOI: 10.1007/s11244-024-01923-x
Xinyu Wang, Xin Xu, Wuwan Xiong, Daiqi Ye, Peirong Chen

Catalytic oxidation is an effective solution for the control of methane (CH4) emission in exhausts from natural gas vehicles. Pd-based small-pore zeolites (such as Pd-SSZ-13) are considered to be the most active catalysts for CH4 oxidation, but H2O in the exhausts tends to induce deactivation of Pd catalysts. In this work, we tuned the hydrophobicity of Pd-SSZ-13 as a representative to improve its H2O resistance in CH4 oxidation. Pd-SSZ-13 catalysts with different Si/Al ratios were obtained by dealuminizing the pristine SSZ-13 zeolite with acid followed by Pd ion exchange, and a reduction of T50 (i.e. the temperature to reach 50% conversion of CH4) by 20 ℃ was achieved in CH4 oxidation in the presence of 10 vol.% H2O. Detailed physicochemical characterizations showed that the fraction of highly dispersed PdO species (highly active in CH4 oxidation) increased, whereas that of less inactive PdOx clusters decreased, in the Pd-SSZ-13 after acid modification. In addition, the increase of zeolite hydrophobicity after acid modification alleviated the H2O inhibition effect on the active PdO phase, leading to a less activity loss of Pd-SSZ-13 in CH4 oxidation. The improved hydrophobicity also favored C3H8 combustion over Pd-SSZ-13. These results suggested that simple acid modification could tune effectively the Si/Al ratio and hydrophobicity of zeolite supports, and eventually the physicochemical properties and oxidation performance of the supported Pd catalysts.

催化氧化是控制天然气汽车尾气中甲烷(CH4)排放的有效解决方案。钯基小孔沸石(如 Pd-SSZ-13)被认为是最活跃的 CH4 氧化催化剂,但尾气中的 H2O 往往会导致钯催化剂失活。在这项工作中,我们以 Pd-SSZ-13 为代表对其疏水性进行了调整,以提高其在 CH4 氧化过程中的抗 H2O 能力。通过用酸对原始 SSZ-13 沸石进行脱铝,然后进行钯离子交换,得到了不同 Si/Al 比率的 Pd-SSZ-13 催化剂,在 10 vol.% H2O 存在下的 CH4 氧化过程中,T50(即达到 50% CH4 转化率的温度)降低了 20 ℃。详细的理化特性分析表明,酸改性后的 Pd-SSZ-13 中高度分散的 PdO 物种(在 CH4 氧化中具有高活性)的比例增加了,而活性较低的 PdOx 团簇的比例下降了。此外,酸改性后沸石疏水性的增加减轻了 H2O 对活性 PdO 相的抑制作用,从而减少了 Pd-SSZ-13 在 CH4 氧化中的活性损失。疏水性的改善也有利于 Pd-SSZ-13 燃烧 C3H8。这些结果表明,简单的酸改性可以有效调节沸石载体的硅/铝比例和疏水性,并最终改善载体钯催化剂的理化性质和氧化性能。
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引用次数: 0
Nanomodified Geopolymers with Copper Ferrites for Methylene Blue Degradation 含铜铁氧体的纳米改性土工聚合物对亚甲蓝的降解作用
IF 3.6 3区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2024-03-28 DOI: 10.1007/s11244-024-01922-y
Gabriel Bezerra Silva, Fabíola da Silveira Maranhão, Fernando Gomes de Souza, Daniele Silvéria Brandão, Thiago do Nascimento Peçanha, Ellen Brito Hsia, Antonieta Middea, Roberto Costa Lima

The photocatalytic properties of copper ferrites can be exploited in the degradation of organic contaminants in aqueous media, such as methylene blue. The interaction of ferrites with electromagnetic radiation results in the formation of chemical species capable of acting in the degradation of methylene blue molecules. The incorporation of these nanomaterials into geopolymeric matrices makes it possible to produce polymeric nanocomposites with improved properties. Geopolymers loaded with different percentages of copper ferrites were placed in contact with a solution of methylene blue, exposed to UV light and it was possible to observe photocatalytic activity in the degradation of this dye. Analysis in a UV–Vis spectrophotometer, at the maximum absorbance wavelength of the dye equivalent to 670 nm, showed that the geopolymer loaded with 2% copper ferrites was more effective in degrading methylene blue. These results display the potential of copper ferrite-loaded geopolymers as viable photocatalysts for organic pollutant remediation.

铜铁氧体的光催化特性可用于降解水介质中的有机污染物,如亚甲蓝。铁氧体与电磁辐射的相互作用会形成能够降解亚甲基蓝分子的化学物质。在土工聚合物基质中加入这些纳米材料,可以生产出性能更好的聚合物纳米复合材料。将含有不同比例铜铁氧体的土工聚合物与亚甲基蓝溶液接触,暴露在紫外线下,可以观察到降解这种染料的光催化活性。在紫外可见分光光度计中,在染料的最大吸光波长相当于 670 纳米时进行的分析表明,含有 2% 铁氧体铜的土工聚合物在降解亚甲基蓝方面更为有效。这些结果表明,含亚铁铜的土工聚合物具有作为光催化剂修复有机污染物的潜力。
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引用次数: 0
Tuning the Interaction Between Ru Nanoparticles and Nd2O3 to Enhance Hydrogen Formation from Ammonia Decomposition 调节 Ru 纳米粒子与 Nd2O3 之间的相互作用以增强氨分解产生的氢气
IF 3.6 3区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2024-03-28 DOI: 10.1007/s11244-024-01926-8

Abstract

Development of highly active and stable catalysts for production of COx-free hydrogen from ammonia is crucial for the use of ammonia as hydrogen carrier. Herein, Ru nanoparticles (NPs) on Nd2O3 (Ru/Nd2O3) was prepared by different methods and investigated for NH3 decomposition reaction. The dependence of the catalytic activity of Ru NPs on the Nd2O3 on the interaction between Ru NPs and Nd2O3 support was investigated in detail. The Ru/Nd2O3 obtained from precipitation method exhibits a high hydrogen formation rate of 1548 mmol gcat−1 h−1 at 450 °C, which is high than that of the Ru/Nd2O3 analogue from milling method and comparable with many efficient oxides supported Ru catalysts reported previously. As revealed by various characterization techniques, the high activity of Ru/Nd2O3 obtained from precipitation method can be attributed to the enhanced interaction between Ru NPs and Nd2O3. The Ru NPs in Ru/Nd2O3 analogue with enhanced the metal-support interaction can modulate electronic structure and facilitate the activation and decomposition of NH3. Therefore, Ru/Nd2O3 obtained from precipitation method exhibited significantly improved activity and intrinsic activity for NH3 decomposition. This study provides promise for the design of efficient Ru/Nd2O3 catalyst for NH3 decomposition reaction by tuning the metal–support interaction of catalysts.

摘要 开发高活性、高稳定性的催化剂,从氨气中制取不含 COx 的氢气,对于使用氨气作为氢气载体至关重要。本文采用不同方法制备了钕氧化物上的 Ru 纳米粒子(NPs),并研究了其在 NH3 分解反应中的应用。研究人员详细探讨了 Ru NPs 在 Nd2O3 上的催化活性取决于 Ru NPs 与 Nd2O3 支持物之间的相互作用。沉淀法得到的 Ru/Nd2O3 在 450 ℃ 时的氢气形成率高达 1548 mmol gcat-1 h-1,高于研磨法得到的 Ru/Nd2O3 类似物,与之前报道的许多高效氧化物支撑的 Ru 催化剂相当。各种表征技术表明,沉淀法获得的 Ru/Nd2O3 的高活性可归因于 Ru NPs 与 Nd2O3 之间相互作用的增强。Ru/Nd2O3 类似物中的 Ru NPs 增强了金属与支撑物之间的相互作用,可以调节电子结构,促进 NH3 的活化和分解。因此,沉淀法获得的 Ru/Nd2O3 在分解 NH3 方面的活性和本征活性都有显著提高。这项研究为通过调整催化剂的金属-支撑相互作用来设计用于 NH3 分解反应的高效 Ru/Nd2O3 催化剂提供了希望。
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引用次数: 0
Biodiesel Synthesis Using Magnetizable Geopolymer as Heterogeneous Catalysts Nanocomposite Assisted by Artificial Intelligence 在人工智能辅助下使用可磁化的土工聚合物作为异相催化剂纳米复合材料合成生物柴油
IF 3.6 3区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2024-03-25 DOI: 10.1007/s11244-024-01929-5
Daniele Silvéria Brandão, Fernando Gomes de Souza, Fabíola da Silveira Maranhão, Kaushik Pal, Michelle Colão de Paula Pereira, Andreina Catarina Torres, Gabriel Bezerra Silva, Thiago do Nascimento Peçanha, Sophia Elizabeth Cesar e Silva, Jean Carlos Carelo, Antonieta Middea

Biodiesel stands out as a promising contender in the quest for renewable energy solutions, offering a greener alternative to traditional fossil fuels. Derived primarily from the transesterification of vegetable oils or animal fats, biodiesel offers an eco-friendly energy avenue with a minimized carbon footprint. Catalysts are central to the success of this process, which significantly enhance yield rates. Geopolymers, traditionally associated with construction applications due to their inorganic nature, have been derived from aluminosilicate sources activated using alkaline solutions. However, recent advancements spotlight geopolymers in a new light, emphasizing their prospective role as nanocatalytic agents for biodiesel synthesis. This paradigm shift suggests improved production efficiency and an innovative method of repurposing industrial waste. This study centers on the pioneering application of geopolymers, fortified with magnetite, as potent heterogeneous catalysts for biodiesel generation from soybean and safflower oils. By leveraging a meticulously crafted geopolymer matrix—consisting of metakaolin, sodium hydroxide, and magnetite—this research replaced traditional catalysts with this advanced nanostructured geopolymer variant in the biodiesel methylation process. The research delved deep to ascertain the prime synthesis conditions. Furthermore, utilizing cutting-edge machine learning methodologies provided an analytical lens to navigate the extensive experimental data, thereby fine-tuning the optimization trajectory. One of the salient takeaways from this research is the validation that geopolymer catalysts, rooted in kaolinite, can be ingeniously tailored to ensure elevated biodiesel yields across a spectrum of oil sources, underscoring their unparalleled efficiency and versatility in the biofuel domain.

在寻求可再生能源解决方案的过程中,生物柴油脱颖而出,成为前景广阔的竞争者,为传统化石燃料提供了更环保的替代品。生物柴油主要来源于植物油或动物脂肪的酯交换反应,是一种碳足迹最小的环保能源。催化剂是这一过程取得成功的关键,可显著提高产量。土工聚合物由于其无机性质,传统上与建筑应用有关,它是从使用碱性溶液活化的硅酸铝中提取的。然而,最近的研究进展从一个新的角度聚焦了土工聚合物,强调了它们作为纳米催化剂在生物柴油合成中的潜在作用。这种模式的转变提高了生产效率,并为工业废物的再利用提供了一种创新方法。本研究的中心内容是开创性地应用添加了磁铁矿的土工聚合物作为强效异相催化剂,从大豆油和红花油中生成生物柴油。这项研究利用由偏高岭土、氢氧化钠和磁铁矿组成的精心制作的土工聚合物基质,在生物柴油甲基化过程中用这种先进的纳米结构土工聚合物变体取代了传统催化剂。该研究深入探讨了最佳合成条件。此外,利用最先进的机器学习方法提供了一个分析透镜来浏览大量实验数据,从而对优化轨迹进行微调。这项研究的突出成果之一是验证了植根于高岭石的土工聚合物催化剂可以巧妙地进行定制,以确保在各种油源中提高生物柴油的产量,突出了其在生物燃料领域无与伦比的效率和多功能性。
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引用次数: 0
期刊
Topics in Catalysis
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