# Data-driven oxygen excess ratio control for proton exchange membrane fuel cell

> Research article (Applied Energy, 2018) · cited 238× · AI/ML

**Wikidata**: [openalex:W2893060523](https://www.wikidata.org/wiki/openalex:W2893060523)  
**Source**: https://4ort.xyz/entity/data-driven-oxygen-excess-ratio-control-for-proton-exchange-membrane-fuel-cell