Exploring the catalytic activity of graphene-based TM-NxC4-x single atom catalysts for the oxygen reduction reaction via density functional theory calculation

Electrocatalysts for the oxygen reduction reaction (ORR) are extremely crucial for advanced energy conversion technologies, such as fuel cell batteries. A promising ORR catalyst usually should have low overpotentials, rich catalytic sites and low cost. In the past decade, single-atom catalyst (SAC) TM-N-4 (TM = Fe, Co, etc.) embedded graphene matrixes have been widely studied for their promising performance and low cost for ORR catalysis, but the effect of coordination on the ORR activity is not fully understood. In this work, we will employ density functional theory (DFT) calculations to systematically investigate the ORR activity of 40 different 3d transition metal single-atom catalysts (SACs) supported on nitrogen-doped graphene supports, ranging from vanadium to zinc. Five different nitrogen coordination configurations (TM-NxC4-x with x = 0, 1, 2, 3, and 4) were studied to reveal how C/N substitution affects the ORR activity. By looking at the stability, free energy diagram, overpotential, and scaling relationship, our calculation showed that partial C substitution can effectively improve the ORR performance of Mn, Co, Ni, and Zn-based SACs. The volcano plot obtained from the scaling relationship indicated that the substitution of N by C could distinctively affect the potential-limiting step in the ORR, which leads to the enhanced or weakened ORR performance. Density of states and d-band center analysis suggested that this coordination-tuned ORR activity can be explained by the shift of the d-band center due to the coordination effect. Finally, four candidates with optimal ORR activity and dynamic stability were proposed from the pool: NiC4, CoNC3, CrN4, and ZnN3C. Our work provides a feasible designing strategy to improve the ORR activity of graphene-based TM-N-4 SACs by tuning the coordination environment, which may have potential implication in the high-performance fuel cell development.

Automated summary

This study systematically investigates the oxygen reduction reaction (ORR) activity of 40 different 3d transition metal single-atom catalysts (SACs) supported on nitrogen-doped graphene supports using density functional theory (DFT) calculations. It is found that partial C substitution can effectively improve the ORR performance of Mn, Co, Ni, and Zn-based SACs, and this coordination-tuned ORR activity can be explained by the shift of the d-band center due to the coordination effect. Four candidates with optimal ORR activity and dynamic stability were proposed. This work provides a feasible designing strategy to improve the ORR activity of graphene-based TM-N-4 SACs by tuning the coordination environment, which may have potential implication in the high-performance fuel cell development.