A hybrid remaining useful life prognostic method for proton exchange membrane fuel cell

Y Cheng, N Zerhouni, C Lu - International Journal of Hydrogen Energy, 2018 - Elsevier
Abstract Proton Exchange Membrane Fuel Cell (PEMFC) has become a promising power
source with wide applications to many electronic and electrical devices. However, even if it …

Remaining useful life prediction for proton exchange membrane fuel cells using combined convolutional neural network and recurrent neural network

T Wilberforce, A Alaswad, A Garcia–Perez, Y Xu… - International Journal of …, 2023 - Elsevier
The search for sustainable but environmentally friendly medium of harnessing energy for the
automotive industry has led to the evolution of various energy generating and converting …

Study of cell voltage uniformity of proton exchange membrane fuel cell stack with an optimized artificial neural network model

Y Su, C Yin, S Hua, R Wang, H Tang - International Journal of Hydrogen …, 2022 - Elsevier
The cell voltage uniformity of the proton exchange membrane fuel cell stack, which may
consist of tens or hundreds of cells in series, plays a significant role in the stack's lifetime …

Multistep prediction of remaining useful life of proton exchange membrane fuel cell based on temporal convolutional network

M Pan, P Hu, R Gao, K Liang - International Journal of Green …, 2023 - Taylor & Francis
Proton-exchange membrane fuel cells (PEMFCs), as potential energy converters with broad
application prospects, have low durability owing to several factors that make it difficult to …

A system-level modeling of PEMFC considering degradation aspect towards a diagnosis process

A Bäumler, J Meng, A Benterki, T Azib, M Boukhnifer - Energies, 2023 - mdpi.com
This paper proposes a modular modeling towards a health system integration of fuel cells by
considering not only the dynamics of the gases but also fault models that affect the PEMFC …

Investigation of FCVs durability under driving cycles using a model-based approach

J Han, J Han, S Yu - Journal of Energy Storage, 2020 - Elsevier
The stack degradation of a fuel cell system is a critical factor in ensuring the stack
performance and reliability of a fuel cell vehicle (FCV). In particular, the stack degradation …

A review on water fault diagnosis of a proton exchange membrane fuel cell system

T Ma, Z Zhang, W Lin, Y Yang… - Journal of …, 2021 - asmedigitalcollection.asme.org
Reliability and durability are the main factors that hinder the large-scale commercialization
of proton exchange membrane fuel cell (PEMFC). Water management is the key to solve …

Statistical short-time analysis of electrochemical noise generated within a proton exchange membrane fuel cell

R Maizia, A Dib, A Thomas, S Martemianov - Journal of Solid State …, 2018 - Springer
Electrochemical noise analysis (ENA) technique has been performed for the diagnosis of
proton exchange membrane fuel cell (PEMFC) under various operating conditions. The …

The model of electrochemical noise of a hydrogen-air fuel cell

EA Astafev, AE Ukshe… - Journal of The …, 2018 - iopscience.iop.org
The electrochemical noise of a hydrogen-air fuel cell was measured at different current
loads. Frequency dependencies of power spectral densities of the noise were calculated for …

A simple fuel cell model fitting and parameter estimation apriori to the experimental domain of AC impedance techniques

KP Kothekar, SB Thombre, NK Shrivastava - International Journal of …, 2024 - Elsevier
Fuel cell behavior is characterized by important electric and kinetic parameters such as
charge transfer coefficient, exchange current density and ohmic resistance. The quantitative …