Lousada Cláudio M, Kotasthane Atharva M
Department of Materials Science and Engineering, KTH Royal Institute of Technology, SE-100 44, Stockholm, Sweden.
Sci Rep. 2024 Sep 9;14(1):20972. doi: 10.1038/s41598-024-71703-w.
The successful large-scale implementation of hydrogen as an energy vector requires high performance electrodes and catalysts made of abundant materials. Rational materials design strategies are the most efficient means of reaching this goal. Here we present a study on the adsorption of H-atoms onto fcc transition metal surfaces and propose descriptors for the rational design of electrodes and catalysts by means of correlations between fundamental properties of the materials and among other properties, their experimentally measured performance as hydrogen evolution electrodes (HEE). A large set of quantum mechanical modelling data at the DFT level was produced, covering the adsorption of H-atoms onto the most stable surfaces (100), (110) and (111) of: Ag, Au, Co, Cu, Ir, Ni, Pd, Pt and Rh. For each material and surface, a coverage dependent set of minimum energy structures was produced and chemical potentials for adsorption of H-atoms were obtained. Averaging procedures are here proposed to approach modelling to the experiments. Several correlations between the computed data and experimentally measured quantities are done to validate our methodology: surface plane dependent adsorption energies, chemical potentials and experimentally determined surface energies and work functions. We search for descriptors of catalytic activity by testing correlations between the DFT data obtained from our averaging procedures and experimental data on HEE performance. Our methodology allows us to obtain linear correlations between the adsorption energy of H-atoms and the exchange current density (i) in a HEE, avoiding the volcano-like plots. We show that the chemical potential has limitations as a descriptor of i because it reaches an early plateau in terms of i. Simple quantities obtained from database data such as the first stage electronegativity (χ) as devised by Mulliken has a strong linear correlation i. With a quantity we denominate modified second-stage electronegativity (χ) we can reproduce the typical volcano plot in a correlation with i. A theoretical and conceptual framework is presented. It shows that both χ and χ, that depend on the first ionization potential, second ionization potential and electron affinity of the elements can be used as descriptors in rational design of electrodes or of catalysts for hydrogen systems.
将氢作为一种能量载体成功地大规模应用,需要由丰富材料制成的高性能电极和催化剂。合理的材料设计策略是实现这一目标的最有效手段。在此,我们展示了一项关于氢原子在面心立方过渡金属表面吸附的研究,并通过材料基本性质之间以及其他性质与它们作为析氢电极(HEE)的实验测量性能之间的相关性,提出了用于电极和催化剂合理设计的描述符。我们在密度泛函理论(DFT)水平上生成了大量量子力学建模数据,涵盖了氢原子在银、金、钴、铜、铱、镍、钯、铂和铑的最稳定表面(100)、(110)和(111)上的吸附。对于每种材料和表面,生成了一组与覆盖度相关的最低能量结构,并获得了氢原子吸附的化学势。本文提出了平均程序,以使建模更接近实验。对计算数据与实验测量量之间进行了多种相关性分析,以验证我们的方法:与表面平面相关的吸附能、化学势以及实验测定的表面能和功函数。我们通过测试从平均程序获得的DFT数据与HEE性能实验数据之间的相关性,来寻找催化活性的描述符。我们的方法使我们能够在HEE中获得氢原子吸附能与交换电流密度(i)之间的线性相关性,避免了火山形曲线。我们表明,化学势作为i的描述符存在局限性,因为就i而言它会提前达到平稳状态。从数据库数据中获得的简单量,如由穆利肯设计的第一阶段电负性(χ)与i有很强的线性相关性。利用我们命名为修正第二阶段电负性(χ)的量,我们可以在与i的相关性中重现典型的火山形曲线。本文提出了一个理论和概念框架。结果表明,依赖于元素的第一电离势、第二电离势和电子亲和能的χ和χ都可以用作氢系统电极或催化剂合理设计中的描述符。