(679i) Theoretical Study of the Direct Transformation of CO2 and CH4 into Surface CH3coo Species on Single-Atom Alloys
AIChE Annual Meeting
2022
2022 Annual Meeting
Sustainable Engineering Forum
Chemical and Catalytic Conversions and Processes for Renewable Feedstocks
Thursday, November 17, 2022 - 5:06pm to 5:18pm
Periodic DFT calculations were carried out using the Vienna ab initio simulation package (VASP). The projector augmented wave (PAW) method was used to represent the potentials due to nuclei and the core electrons. The exchange-correlation functional was the generalized gradient approximation with Perdew-Burke-Ernzerhof, known as GGA-PBE. The wave function at each k-point was expanded with a plane wave basis set and a kinetic energy cutoff up to 400 eV. All structures were optimized until the force component on every atom was less than 0.03 eV/Å.
First, we investigate C-H scission and CH3+CO2 coupling steps on 3d metals - Co(0001), Ni(111), Cu(111); 4d metals - Ru(0001), Rh(111), Pd(111); 5d metals - Ir(111), Pt(111), Au(111). Herein, CH4 easily activates on most of the assigned transition metals. On the other hand, Ea for coupling between CH3 and CO2 is notably higher on most of the metals and the highest on Pt and Au. High Ea of CH3+CO2 step on transition metals represents a bottleneck for the acetate formation. Then, we develop transition states (TS) scaling relationship to predict the optimal reactivity of the catalysts based on the descriptors. The TS scaling relationship demonstrates that metal catalysts with strong elemental C binding energy are more favorable for CH4 activation from a kinetic and thermodynamic standpoint. Similarly, elemental O binding energy has a similar influence on the C-C coupling reaction on metal catalysts. Thus, metal catalysts capable of co-activating CH4 and CO2 at a low barrier should have a higher affinity for elemental C and O. Therefore, we propose a rational guideline for developing a new form of bi-metallic alloys, single-atom alloys (SAAs), and their efficacy in stabilizing the TS structures based on our findings. To identify alloys that perform better at activating the C-C coupling between CH3 and CO2, we then look at Ru-based SAAs, i.e., Re/Ru(0001), Ti/Ru(0001), Nb/Ru(0001), by doping more oxyphillic dopants. The calculated Ea exhibits the enhanced catalytic role for the C-C coupling step on Ti/Ru(0001), Nb/Ru(0001) than pure host metal, Ru(0001). The metal dopants (Ti, Nb) act as the active site for lowering the Ea value of the rate-determining step, C-C coupling for synthesizing CH3COO species by stabilizing the TS structure. On the other hand, Re/Ru(0001) shows comparable reactivity to the host metal Ru(0001) as Re is no longer act as an active site. This is supported by the structural stability analysis results - segregation (ÎEseg / ÎEseg(CH3)) and aggregation energy (ÎEagg). We expect our approach to stimulate further research to transform CH4 and CO2 directly and provide insights into the rational design of SAAs for the practical conversion of greenhouse gases on an industrial scale.