Progress in prediction of remaining useful life of hydrogen fuel cells based on deep learning

W He, T Liu, W Ming, Z Li, J Du, X Li, X Guo… - … and Sustainable Energy …, 2024 - Elsevier
Hydrogen fuel cells are promising power sources that directly transform the chemical energy
produced by the chemical reaction of hydrogen and oxygen into electrical energy. However …

Comprehensive analysis of solid oxide fuel cell performance degradation mechanism, prediction, and optimization studies

J Peng, D Zhao, Y Xu, X Wu, X Li - Energies, 2023 - mdpi.com
Solid oxide fuel cell (SOFC) performance degradation analysis and optimization studies are
important prerequisites for its commercialization. Reviewing and summarizing SOFC …

Prediction of fuel cell performance degradation using a combined approach of machine learning and impedance spectroscopy

Z Lyu, Y Wang, A Sciazko, H Li, Y Komatsu… - Journal of Energy …, 2023 - Elsevier
Accurate prediction of performance degradation in complex systems such as solid oxide fuel
cells is crucial for expediting technological advancements. However, significant challenges …

Investigation of local sensitivity for vehicle-oriented fuel cell stacks based on electrochemical impedance spectroscopy

L Zhao, J Hong, J **e, S Jiang, X Wei, P Ming, H Dai - Energy, 2023 - Elsevier
The lifetime of fuel cells is a severe constraint on fuel cell industrialization, which is
significantly influenced by the consistency of the fuel cell stack. This paper is the first to …

A new and simple way to prepare monolithic solid oxide fuel cell stack by stereolithography 3D printing technology using 8 mol% yttria stabilized zirconia photocurable …

K Jia, L Zheng, W Liu, J Zhang, F Yu, X Meng… - Journal of the European …, 2022 - Elsevier
Abstract Yttria (8 mol%) stabilized zirconia (8YSZ) photocurable slurry is the basis for
stereolithography-based 3D (SLA) printed structured electrolyte support for monolithic solid …

Advanced flexible photocatalytic fuel cell using TiO2/carbon quantum dots photoanode for green electricity production

S Zhang, J Tang, W Chen, T Qian, X Li, Z Feng, J He… - Applied Energy, 2024 - Elsevier
Flexible electronics have attracted great attention in recent years. However, the matching
power sources of these flexible electronics now are mostly rigid, greatly hindering the way of …

Multiscale modelling potentialities for solid oxide fuel cell performance and degradation analysis

B Bosio, FR Bianchi - Sustainable Energy & Fuels, 2023 - pubs.rsc.org
Solid oxide fuel cells are electrochemical devices that are able to directly convert the
chemical energy of fed fuels to electricity as well as to provide heat through exhausted …

Fault prognosis method for solid oxide fuel cells based on mechanism degradation process model and particle filtering

Y Xu, C Jiang, J Peng, XL Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The research of fault prognosis for solid oxide fuel cell (SOFC) plays a critical role in
increasing lifetime and improving durability. Therefore, a model-based SOFC fault prognosis …

[HTML][HTML] Overcoming a recent impasse in the application of artificial neural networks as solid oxide fuel cells simulator with computational topology

G Brus - Energy and AI, 2023 - Elsevier
In recent years, the solid oxide fuel cell (SOFC) scientific community has invested
continuous efforts to employ artificial intelligence methods to design and develop new …

[HTML][HTML] An integrated mathematical attitude utilizing fully fuzzy bwm and fuzzy waspas for risk evaluation in a SOFC

Z Lin, H Ayed, B Bouallegue, H Tomaskova… - Mathematics, 2021 - mdpi.com
Nowadays, because of the energy crisis, combined heat and power systems have notable
benefits. One of the best devices is SOFC (Solid Oxide Fuel Cell) which joins heat and …