Rational design of optimal bimetallic and trimetallic nickel-based single-atom alloys for bio-oil upgrading to hydrogen

Designing highly active, cost-effective, stable, and coke-resistant catalysts is a hurdle in commercializing bio-oil steam reforming. Single-atom alloys (SAAs) are captivating atomic ensembles crosschecking affordability and activity, yet their stability is held questionable by trial-and-error synthesis practices. Herein, we employ descriptor-based density functional theory (DFT) calculations to elucidate the stability, activity, and regeneration of Ni-based SAA catalysts for acetic acid dehydrogenation. While 12 bimetallic candidates pass the cost/stability screening, they uncover varying dehydrogenation reactivity and selectivity, introduced by favoring different acetic acid adsorption modes on the SAA sites. We find that Pd-Ni catalyst provokes the utmost H2 activity, however, ab-initio molecular simulations at 873 K reveals the ability of Cu-Ni site to effectively desorb hydrogen compared to Pd-Ni and Ni, attributed to the narrowed surface charge depletion region. Notably, this Cu-Ni performance is coupled with enhancing C*-gasification and acetic acid dehydrogenation with respect to Ni. Building upon these findings, DFT-screening of trimetallic M1-M2-Ni co-dopants recognizes 6 novel modulated single-sites with high stability, balanced H*-adsorption, and anti-coking susceptibility. This work provides invaluable data to accelerate the discovery of affordable and efficient bimetallic and trimetallic SAA catalysts for bio-oil upgrading to green hydrogen. Single-atom alloys (SAAs) are intriguing atomic ensembles, yet their stability remains uncertain due to trial-and-error synthesis approaches. Here, the authors utilize descriptor-based density functional theory calculations to investigate the stability, activity, and regeneration of Ni-based SAA catalysts for acetic acid dehydrogenation.