Articles with "driven surrogate" as a keyword



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AI-based optimization of PEM fuel cell catalyst layers for maximum power density via data-driven surrogate modeling

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Published in 2020 at "Energy Conversion and Management"

DOI: 10.1016/j.enconman.2019.112460

Abstract: © 2020 Elsevier Ltd Catalyst layer (CL) is the core electrochemical reaction region of proton exchange membrane fuel cells (PEMFCs). Its composition directly determines PEMFC output performance. Existing experimental or modeling methods are still insufficient… read more here.

Keywords: surrogate model; data driven; maximum power; model ... See more keywords