A review on lifetime prediction of proton exchange membrane fuel cells system
The proton exchange membrane fuel cells (PEMFC) system is a promising eco-friendly
power converter device in a wide range of applications, especially in the transportation area …
power converter device in a wide range of applications, especially in the transportation area …
Emerging technologies in prognostics for fuel cells including direct hydrocarbon fuel cells
S Ong, A Al-Othman, M Tawalbeh - Energy, 2023 - Elsevier
Fuel cells have been regarded as promising power sources for cleaner energy production.
Despite their high theoretical efficiency, fuel cells are still challenged with their durability …
Despite their high theoretical efficiency, fuel cells are still challenged with their durability …
Remaining useful life prediction of PEMFC systems based on the multi-input echo state network
The limited durability is one of the key barriers of Proton Exchange Membrane Fuel Cell
(PEMFC) to large-scale commercial applications. The data-driven prognostic method aims to …
(PEMFC) to large-scale commercial applications. The data-driven prognostic method aims to …
A novel long short-term memory networks-based data-driven prognostic strategy for proton exchange membrane fuel cells
Proton exchange membrane fuel cell (PEMFC) long-term prognostic facilitates reducing the
time/cost of the durability tests and is a critical starting point for control/maintenance …
time/cost of the durability tests and is a critical starting point for control/maintenance …
Degradation prediction of proton exchange membrane fuel cell based on Bi-LSTM-GRU and ESN fusion prognostic framework
S Li, W Luan, C Wang, Y Chen, Z Zhuang - International Journal of …, 2022 - Elsevier
The durability of proton exchange membrane fuel cell (PEMFC) is one of the technical
challenges restricting its commercial applications. To enhance the reliability and durability of …
challenges restricting its commercial applications. To enhance the reliability and durability of …
PEMFC residual life prediction using sparse autoencoder-based deep neural network
In the cause of working out the challenge of remaining life prediction (RUL) of proton
exchange membrane fuel cell (PEMFC) under dynamic operating conditions, this article …
exchange membrane fuel cell (PEMFC) under dynamic operating conditions, this article …
Data-fusion prognostics of proton exchange membrane fuel cell degradation
Proton exchange membrane fuel cell (PEMFC) degradation prediction is essential
especially in transportation applications, since one of the major issues that hinder its …
especially in transportation applications, since one of the major issues that hinder its …
Degradation prediction model of PEMFC based on multi-reservoir echo state network with mini reservoir
S Zhang, T Chen, F Xiao, R Zhang - International Journal of Hydrogen …, 2022 - Elsevier
The durability of the proton exchange membrane fuel cell (PEMFC) has always been a
major obstacle in its commercialization process and effective degradation prediction can …
major obstacle in its commercialization process and effective degradation prediction can …
[HTML][HTML] A review of life prediction methods for PEMFCs in electric vehicles
A Tang, Y Yang, Q Yu, Z Zhang, L Yang - Sustainability, 2022 - mdpi.com
The proton-exchange membrane fuel cell (PEMFC) has the advantage of high energy
conversion efficiency, environmental friendliness, and zero carbon emissions. Therefore, as …
conversion efficiency, environmental friendliness, and zero carbon emissions. Therefore, as …
Generalized spatial–temporal fault location method for solid oxide fuel cells using LSTM and causal inference
An effective fault locating method is necessary to ensure the stable and efficient operation of
solid oxide fuel cells (SOFCs). There is still a lack of a common fault locating method for …
solid oxide fuel cells (SOFCs). There is still a lack of a common fault locating method for …