Prediction of impedance responses of protonic ceramic cells using artificial neural network tuned with the distribution of relaxation times
- Resource Type
- Article
- Authors
- Liu, Xuhao; Yan, Zilin; Wu, Junwei; Huang, Jake; Zheng, Yifeng; Sullivan, Neal P.; O'Hayre, Ryan; Zhong, Zheng; Pan, Zehua
- Source
- Journal of Energy Chemistry; March 2023, Vol. 78 Issue: 1 p582-588, 7p
- Subject
- Language
- ISSN
- 20954956
A deep learning framework based on ANN was established to link the electrochemical impedance spectra of PCC and different operating conditions, and DRT analysis was employed to evaluate the fidelity of ANN prediction.