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Bonding of C-1 fragments on metal nanoclusters: a search for methane conversion catalysts with swarm intelligence

机译:C-1片段对金属纳米团簇的键合:搜索具有群体智能的甲烷转化催化剂

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There is a need for a catalyst that can directly convert methane into useful substances. The use of Ni as a catalyst for the steam reforming of methane has led us to look at Ni nanoclusters as potential candidates for the direct conversion of methane. Fe, Co, Cu, and Zn nanoclusters are also focused on. How the type of C-1 fragments (CH4, CH3, CH2, CH, and C) stabilized by the metal nanoclusters as adsorbed species varies with metal species is theoretically investigated. The particle swarm optimization algorithm, which is based on swarm intelligence, as well as density functional theory, is used for this calculation. The Ni nanoclusters are found to preferentially adsorb C as a stable species, the Fe and the Co nanoclusters both CH and CH3, and the Cu nanoclusters CH3; the Zn nanoclusters are found not to chemisorb any C-1 fragment. The methane activation capacity can be ranked in the order of Ni > Fe > Co > Cu > Zn. The highest methane activation capacity of Ni is due to the strongest covalent nature of the interaction between Ni and the adsorbed species. The ionicity of the bond between Fe and the adsorbed species is higher than that between Co and the adsorbed species, while the covalent nature of the bonds is comparable for both. The weak methane activation ability of Cu compared to Fe, Co, and Ni is found to be due to the fact that both the covalent and ionic bond strengths between Cu and the adsorbed species are weak. Zn and the adsorbed species form neither ionic nor covalent bonds. These results indicate that the Fe and the Co nanoclusters as well as the Ni may lead to the over-oxidation of methane, whereas the Zn nanoclusters cannot activate methane in the first place; therefore, their application to direct methane conversion catalysts is unlikely. Since the Cu nanoclusters do not adsorb C and CH as stable species, but CH3 stably, the Cu nanoclusters are expected to work as a catalyst for the direct conversion of methane.
机译:需要一种能将甲烷直接转化为有用物质的催化剂。镍作为甲烷水蒸气重整催化剂的使用使我们将镍纳米团簇视为甲烷直接转化的潜在候选物。铁、钴、铜和锌纳米团簇也受到关注。从理论上研究了作为吸附物种的金属纳米团簇稳定的C-1片段(CH4、CH3、CH2、CH和C)的类型如何随金属物种而变化。该计算采用基于群体智能和密度泛函理论的粒子群优化算法。发现镍纳米团簇优先吸附C作为稳定物种,铁和钴纳米团簇同时吸附CH和CH3,铜纳米团簇吸附CH3;发现锌纳米团簇对任何C-1片段都没有化学吸附作用。甲烷活化能力的大小顺序为Ni>Fe>Co>Cu>Zn。镍的甲烷活化能力最高是因为镍与吸附物种之间的相互作用具有最强的共价性质。铁和吸附物种之间的键的离子性高于钴和吸附物种之间的键,而这两种键的共价性质是可比的。与铁、钴和镍相比,铜的甲烷活化能力较弱,这是因为铜和吸附物种之间的共价键和离子键强度较弱。锌和吸附物种既不形成离子键,也不形成共价键。这些结果表明,Fe和Co纳米团簇以及Ni可能导致甲烷的过度氧化,而Zn纳米团簇首先不能激活甲烷;因此,它们不太可能应用于直接甲烷转化催化剂。由于铜纳米团簇不作为稳定物种吸附C和CH,而是稳定吸附CH3,因此铜纳米团簇有望成为甲烷直接转化的催化剂。

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