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Identifying Reactive Trends in Glycerol Electro-Oxidation Using an Automated Screening Approach: 28 Ways to
Raghuram Gaddam1, Zirui Wang1, Yichen Li1
1Department of Chemistry, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, United States.
Summary
Automated electrocatalyst discovery accelerates biomass valorization. Researchers developed a platform for rapid gold electrocatalyst screening, optimizing glycerol electro-oxidation reaction (GEOR) for industrial decarbonization.
Area of Science:
- Electrochemistry
- Materials Science
- Catalysis
Background:
- Automated, rapid electrocatalyst discovery is crucial for exploring chemical spaces and ensuring reproducibility.
- Biomass valorization is a growing area of interest, requiring efficient catalytic processes.
- Glycerol electro-oxidation reaction (GEOR) in alkaline media serves as a model for studying electrocatalyst performance.
Purpose of the Study:
- To demonstrate an automated methodology for electrocatalyst discovery and optimization.
- To investigate the effects of electrodeposition parameters on gold catalysts for GEOR.
- To correlate catalyst properties with performance in flow electrolysis.
Main Methods:
- Developed an automated platform combining individually addressable electrode arrays and a Python API (HardPotato) for potentiostat control.
- Systematically investigated electrodeposition reduction potential (El) and pulse width (PW) for gold catalysts, evaluating 28 conditions.
- Utilized cyclic voltammetry (CV) and flow electrolysis to characterize catalyst activity, surface area, and product speciation.
Main Results:
- Identified a direct correlation between El and GEOR activity, with a 52% increase in peak current density and a -0.25 V shift in peak potential.
- Determined an optimal pulse width of approximately 1.0 s for maximum catalytic performance.
- Correlated performance enhancements with increased electrochemical surface area and preferential deposition of Au(110) and Au(111) sites.
Conclusions:
- The automated platform enables rapid and versatile electrocatalyst screening and optimization.
- Methodology successfully validated by scaling up electrodeposition and correlating intrinsic activity with product selectivity.
- Highlights the potential of automation in electrocatalyst discovery for industrial decarbonization, particularly in biomass valorization.
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