Huš Matej, Grilc Miha, Teržan Janvit, Gyergyek Sašo, Likozar Blaž, Hellman Anders
Chalmers tekniska högskola, Department of Physics, Fysikgränd 3, SE-41296, Göteborg, Sweden.
Kemijski inštitut, Hajdrihova 19, SI-1000, Ljubljana, Slovenia.
Angew Chem Int Ed Engl. 2023 Aug 1;62(31):e202305804. doi: 10.1002/anie.202305804. Epub 2023 Jun 22.
Ethylene epoxidation is industrially and commercially one of the most important selective oxidations. Silver catalysts have been state-of-the-art for decades, their efficiency steadily improving with empirical discoveries of dopants and co-catalysts. Herein, we perform a computational screening of the metals in the periodic table, identify prospective superior catalysts and experimentally demonstrate that Ag/CuPb, Ag/CuCd and Ag/CuTl outperform the pure-Ag catalysts, while they still confer an easily scalable synthesis protocol. Furthermore, we show that to harness the potential of computationally-led discovery of catalysts fully, it is essential to include the relevant in situ conditions e.g., surface oxidation, parasitic side reactions and ethylene epoxide decomposition, as neglecting such effects leads to erroneous predictions. We combine ab initio calculations, scaling relations, and rigorous reactor microkinetic modelling, which goes beyond conventional simplified steady-state or rate-determining modelling on immutable catalyst surfaces. The modelling insights have enabled us to both synthesise novel catalysts and theoretically understand experimental findings, thus, bridging the gap between first-principles simulations and industrial applications. We show that the computational catalyst design can be easily extended to include larger reaction networks and other effects, such as surface oxidations. The feasibility was confirmed by experimental agreement.
乙烯环氧化是工业和商业领域中最重要的选择性氧化反应之一。几十年来,银催化剂一直处于先进水平,随着对掺杂剂和助催化剂的经验性发现,其效率不断提高。在此,我们对元素周期表中的金属进行了计算筛选,确定了潜在的优质催化剂,并通过实验证明Ag/CuPb、Ag/CuCd和Ag/CuTl的性能优于纯银催化剂,同时它们仍具有易于扩展的合成方案。此外,我们表明,要充分利用计算引导的催化剂发现潜力,必须纳入相关的原位条件,例如表面氧化、寄生副反应和环氧乙烷分解,因为忽略这些影响会导致错误的预测。我们结合了从头算计算、标度关系和严格的反应器微观动力学建模,这超越了传统的对固定催化剂表面的简化稳态或速率决定建模。建模见解使我们既能合成新型催化剂,又能从理论上理解实验结果,从而弥合了第一性原理模拟与工业应用之间的差距。我们表明,计算催化剂设计可以很容易地扩展到包括更大的反应网络和其他影响,如表面氧化。实验结果证实了该方法的可行性。