Strategies for Carbon Support Design in Fuel Cells
Source abstract
Abstract
Proton exchange membrane fuel cell (PEMFC) as a zero-emission power source attracts broad interest. Carbon supports, where catalytic nanoparticles are loaded, are pivotal in optimizing the performance of a PEMFC. In this perspective, we highlight an emerging trend for carbon support design and optimization. First, we summarized the carbon support preparation and modification methods: surface engineering, carbon nanocomposite engineering, and pore engineering. Then we discussed the newly developed characterization and analysis techniques, like three-dimensional electron microscopy, and distribution of relaxation times, which can be employed to obtain the precise structure information and in situ performance evaluation, which can be used as input data set to train the machine learning model. With the aid of the trained machine learning model, the optimization process of structure design and the preparation strategies for carbon support materials can be greatly accelerated as a result. Furthermore, the present challenges associated with the structure and performance analysis were pointed out.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Fuel Cells and Related Materials · Electrocatalysts for Energy Conversion · Advancements in Solid Oxide Fuel Cells
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Beijing Key Laboratory of Construction Tailorable Advanced Functional Materials and Green Applications, Experimental Center of Advanced Materials, School of Materials Science and Engineering, Beijing Institute of Technology, Beijing 100081, China
Funding
National Natural Science Foundation of China
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