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Application of Machine Learning in Optimizing Proton Exchange Membrane Fuel Cells: A Review
- Source :
- Energy and AI; August 2022, Vol. 9 Issue: 1
- Publication Year :
- 2022
-
Abstract
- •This review summarizes the application of ML in the optimization of PEMFC-related material systems.•Recent studies that use ML in developing electrocatalysts, MEA, flow channels, stacks, etc. are introduced.•The challenges of this cross-cutting field are covered and possible solutions, as well as future directions, are proposed.
Details
- Language :
- English
- ISSN :
- 26665468
- Volume :
- 9
- Issue :
- 1
- Database :
- Supplemental Index
- Journal :
- Energy and AI
- Publication Type :
- Periodical
- Accession number :
- ejs59801890
- Full Text :
- https://doi.org/10.1016/j.egyai.2022.100170