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 …
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 …
Short-term performance degradation prediction of a commercial vehicle fuel cell system based on CNN and LSTM hybrid neural network
B Sun, X Liu, J Wang, X Wei, H Yuan, H Dai - International Journal of …, 2023 - Elsevier
Short-term performance degradation prediction is significant for fuel cell system control and
health management. This paper presents a hybrid deep learning method by combining the …
health management. This paper presents a hybrid deep learning method by combining the …
Lattice Boltzmann simulation of the structural degradation of a gas diffusion layer for a proton exchange membrane fuel cell
The aging of a gas diffusion layer (GDL) significantly impacts water drainage and mass
diffusion within a proton exchange membrane fuel cell (PEMFC). This study employs a …
diffusion within a proton exchange membrane fuel cell (PEMFC). This study employs a …
[HTML][HTML] Hybrid fuel cell system degradation modeling methods: A comprehensive review
Last years, the fuel cell has become well-known as an efficient and clean energy converter
being a potential alternative to internal combustion engines. However, despite being very …
being a potential alternative to internal combustion engines. However, despite being very …
[HTML][HTML] Degradation prediction of proton exchange membrane fuel cell stack using semi-empirical and data-driven methods
Y Wang, K Wu, H Zhao, J Li, X Sheng, Y Yin, Q Du… - Energy and AI, 2023 - Elsevier
Degradation prediction of proton exchange membrane fuel cell (PEMFC) stack is of great
significance for improving the rest useful life. In this study, a PEMFC system including a stack …
significance for improving the rest useful life. In this study, a PEMFC system including a stack …
Performance degradation prediction of proton exchange membrane fuel cell using a hybrid prognostic approach
The proton exchange membrane fuel cell has been widely used for industrial systems;
however, its performance gradually degrades during use. Therefore, the study on the …
however, its performance gradually degrades during use. Therefore, the study on the …
Durability estimation and short-term voltage degradation forecasting of vehicle PEMFC system: Development and evaluation of machine learning models
Z Liu, S Xu, H Zhao, Y Wang - Applied Energy, 2022 - Elsevier
Proton exchange membrane fuel cell (PEMFC) systems are emerging as one of the most
promising solutions for carbon neutrality in transportation, however, durability problem …
promising solutions for carbon neutrality in transportation, however, durability problem …
Online remaining useful lifetime prediction of proton exchange membrane fuel cells using a novel robust methodology
This paper proposes a novel robust prognostic approach that contains three phases for
degradation prediction of proton exchange membrane fuel cell (PEMFC) performance and …
degradation prediction of proton exchange membrane fuel cell (PEMFC) performance and …
[HTML][HTML] Prognostic for fuel cell based on particle filter and recurrent neural network fusion structure
Fuel cells are considered as one of the most promising candidates for future power source
due to its high energy density and environmentally friendly properties, whereas the short …
due to its high energy density and environmentally friendly properties, whereas the short …