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 …
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 …
produced by the chemical reaction of hydrogen and oxygen into electrical energy. However …
Data-driven proton exchange membrane fuel cell degradation predication through deep learning method
Proton exchange membrane fuel cells (PEMFCs) is one of the principal candidates to take
part of the worldwide future clean and renewable energy solution. However, fuel cells are …
part of the worldwide future clean and renewable energy solution. However, fuel cells are …
Remaining useful life prediction of PEMFC based on long short-term memory recurrent neural networks
J Liu, Q Li, W Chen, Y Yan, Y Qiu, T Cao - International Journal of …, 2019 - Elsevier
To solve the prediction problem of proton exchange membrane fuel cell (PEMFC) remaining
useful life (RUL), a novel RUL prediction approach of PEMFC based on long short-term …
useful life (RUL), a novel RUL prediction approach of PEMFC based on long short-term …
[HTML][HTML] A review of physics-based and data-driven models for real-time control of polymer electrolyte membrane fuel cells
The real-time model-based control of polymer electrolyte membrane (PEM) fuel cells
requires a computationally efficient and sufficiently accurate model to predict the transient …
requires a computationally efficient and sufficiently accurate model to predict the transient …
Prognostics methods and degradation indexes of proton exchange membrane fuel cells: A review
Prognostics is a promising solution to the short lifetime and high-cost bottlenecks of proton
exchange membrane fuel cells (PEMFCs). The advances of PEMFCs prognostics research …
exchange membrane fuel cells (PEMFCs). The advances of PEMFCs prognostics research …
Remaining useful life prediction of PEMFC systems under dynamic operating conditions
Abstract The Prognostic and Health Management (PHM) has been developed for more than
two decades. It is capable to anticipate the impending failures and make decisions in …
two decades. It is capable to anticipate the impending failures and make decisions in …
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 graphene-like titanium carbide MXene/Au–Ag nanoshuttles bifunctional nanosensor for electrochemical and SERS intelligent analysis of ultra-trace …
X Zhu, P Liu, T Xue, Y Ge, S Ai, Y Sheng, R Wu… - Ceramics …, 2021 - Elsevier
A new bifunctional intelligent nanosensing platform based on graphene-like titanium carbide
MXene (Ti 2 C MXene)/Au–Ag nanoshuttles (NSs) for both electrochemical and surface …
MXene (Ti 2 C MXene)/Au–Ag nanoshuttles (NSs) for both electrochemical and surface …
Remaining useful life estimation for proton exchange membrane fuel cells using a hybrid method
This paper proposes a complete hybrid prognostics method which can predict the
degradation trend and estimate the remaining useful life of proton exchange membrane fuel …
degradation trend and estimate the remaining useful life of proton exchange membrane fuel …