# Degradation prediction of proton exchange membrane fuel cell based on Bi-LSTM-GRU and ESN fusion prognostic framework

> Research article (International Journal of Hydrogen Energy, 2022) · cited 84× · AI/ML

**Wikidata**: [openalex:W4293005815](https://www.wikidata.org/wiki/openalex:W4293005815)  
**Source**: https://4ort.xyz/entity/degradation-prediction-of-proton-exchange-membrane-fuel-cell-based-on-bi-lstm-gru-and-esn-fusion-prognostic-framework