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Distribution of Oxygen Vacancies in RuO<sub>2</sub> Catalysts and Their Roles in Activity and Stability in Acidic Oxygen Evolution Reaction

Zhe Shang, Hui Li

2025The Journal of Physical Chemistry Letters8 citationsDOI

Abstract

By combining density functional theory (DFT) calculations and the cluster expansion (CE) model in an active-learning framework, we comprehensively studied the distribution features of oxygen vacancies (O V ’s) as well as their contributions to the stability and activity of the RuO 2 catalyst in acidic oxygen evolution reaction (OER). The results show that O V ’s prefer to be located at bridge oxygen sites on the RuO 2 (110) surface and the next-nearest-neighbor trans positions of surface RuO 6 octahedra in pairs due to interactions between two O V ’s, and high concentrations of O V ’s exhibit a continuous zigzag distribution in the (1 1 0) plane of RuO 2 . The oxygen vacancy distribution can be explained by the charge repulsion between the low-valent Ru and O, which is referred to as the “heterovalent ion-oxygen exclusion principle”. In addition, the DFT results show that the presence of O V ’s cannot improve the inherent OER activity of specific Ru sites since low-valent Ru sites hinder deprotonation of the second water molecule. Nevertheless, O V ’s can improve the stability of RuO 2 by suppressing the lattice oxygen mechanism (LOM) path. In summary, this work provides deeper insights into the mechanism of the OER of RuO 2 with O V ’s in acidic media and a possible way to improve catalyst performance by using oxygen vacancy engineering.

Topics & Concepts

CatalysisOxygenDistribution (mathematics)Stability (learning theory)ChemistryInorganic chemistryMaterials scienceChemical engineeringOrganic chemistryComputer scienceMathematicsEngineeringMathematical analysisMachine learningElectrocatalysts for Energy ConversionCatalytic Processes in Materials ScienceFuel Cells and Related Materials