Recent progress in the use of electrochemical impedance spectroscopy for the measurement, monitoring, diagnosis and optimization of proton exchange membrane …

Z Tang, QA Huang, YJ Wang, F Zhang, W Li, A Li… - Journal of Power …, 2020 - Elsevier
The performance of proton exchange membrane fuel cells (PEMFCs), including reaction
activity and durability, requires further improvement before large-scale commercialization …

A review on prognostics and health monitoring of proton exchange membrane fuel cell

T Sutharssan, D Montalvao, YK Chen, WC Wang… - … and Sustainable Energy …, 2017 - Elsevier
Fuel cell technology can be traced back to 1839 when British scientist Sir William Grove
discovered that it was possible to generate electricity by the reaction between hydrogen and …

Robust model-based fault diagnosis for PEM fuel cell air-feed system

J Liu, W Luo, X Yang, L Wu - IEEE Transactions on Industrial …, 2016 - ieeexplore.ieee.org
In this paper, the design of a nonlinear observer-based fault diagnosis approach for polymer
electrolyte membrane (PEM) fuel cell air-feed systems is presented, taking into account a …

Power electronics-based safety enhancement technologies for lithium-ion batteries: An overview from battery management perspective

Z Zhao, H Hu, Z He, HHC Iu, P Davari… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Safety enhancement for lithium-ion batteries (LIBs) has received a lot of attention from
academic and industrial fields. However, there is a lack of overview from the perspective of …

Pre-diagnosis of flooding and drying in proton exchange membrane fuel cells by bagging ensemble deep learning models using long short-term memory and …

K Kim, J Kim, H Choi, O Kwon, Y Jang, S Ryu, H Lee… - Energy, 2023 - Elsevier
Polymer electrolyte membrane fuel cells (PEMFC) are a prevalent power source in
transportation because of their ability to generate energy at low temperatures without …

Use of reduced-voltage EIS to establish a relation between oxygen concentration and EIS responses of large commercial PEM fuel cell modules

B Ghorbani, J DeVaal, G Afonso… - International Journal of …, 2023 - Elsevier
This paper employs equivalent circuit analysis of electrochemical impedance spectra (EIS)
signatures of commercial proton exchange membrane fuel cell stacks (PEMFC) to establish …

Real-time detection of flooding in polymer electrolyte membrane fuel cells using high-frequency electrochemical impedance

H Choi, H Jang, J Kim, O Kwon, H Yoo, H Cha… - Journal of Power …, 2023 - Elsevier
Water management is essential to achieve guaranteed performance and durability of
polymer electrolyte membrane fuel cells (PEMFCs), and to this end, accurate prognostics …

Deep learning-based fault diagnosis of high-power PEMFCs with ammonia-based hydrogen sources

ZL Chen, BX Zhang, CL Zhang, JH Xu, XY Zheng… - Journal of Power …, 2025 - Elsevier
The fault diagnosis of high-power proton exchange membrane fuel cells (PEMFCs) with
ammonia-based hydrogen sources (AHSs) is studied by an ensemble machine learning …

Modeling and simulation of parallel DC/DC converters for online AC impedance estimation of PEM fuel cell stack

P Hong, J Li, L Xu, M Ouyang, C Fang - International Journal of Hydrogen …, 2016 - Elsevier
The electrochemical impedance spectroscopy (EIS) technique is now widely used in the
study of the hydrogen polymer electrolyte membrane fuel cell (PEMFC), especially the …

Fault diagnosis of PEMFC based on the AC voltage response and 1D convolutional neural network

S Zhou, T Tranter, TP Neville, PR Shearing… - Cell Reports Physical …, 2022 - cell.com
Real-time diagnosis is required to ensure the safety, reliability, and durability of the polymer
electrolyte membrane fuel cell (PEMFC) system. Two categories of methods are (1) intrusive …