Bayesian optimization of electrochemical devices for electrons-to-molecules conversions: the case of pulsed CO2 electroreduction

Author:

Frey Daniel1ORCID,Neyerlin K. C.2ORCID,Modestino Miguel A.1ORCID

Affiliation:

1. New York University, Tandon School of Engineering, Department of Chemical and Biomolecular Engineering, 6 Metrotech Center, Brooklyn, NY, USA

2. National Renewable Energy Laboratory, Chemistry and Nanoscience Center, Golden, CO, USA

Abstract

Bayesian optimization (BO) was implemented to improve a membrane electrode assembly CO2 electroreduction device undergoing pulsed operation.

Funder

Office of Science

National Renewable Energy Laboratory

Publisher

Royal Society of Chemistry (RSC)

Subject

Fluid Flow and Transfer Processes,Process Chemistry and Technology,Chemical Engineering (miscellaneous),Chemistry (miscellaneous),Catalysis

Reference86 articles.

1. Organic Electrosynthesis for Sustainable Chemical Manufacturing

2. Electro-organic Syntheses for Green Chemical Manufacturing

3. Thermodynamic Discrimination between Energy Sources for Chemical Reactions

4. S.Brueske , C.Kramer and A.Fisher , Bandwidth Study on Energy Use and Potential Energy Saving Opportunities in U.S. Chemical Manufacturing , Energetics Incorporated, prepared for the U.S. Department of Energy Office of Energy Efficiency and Renewable Energy's Advanced Manufacturing Office, June 2015

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