Degradation mechanisms of proton exchange membrane fuel cell under typical automotive operating conditions

P Ren, P Pei, Y Li, Z Wu, D Chen, S Huang - Progress in Energy and …, 2020 - Elsevier
The proton exchange membrane (PEM) fuel cell is an ideal automotive power source with
great potential, owing to its high efficiency and zero emissions. However, the durability and …

Proton exchange membrane fuel cell stack consistency: Evaluation methods, influencing factors, membrane electrode assembly parameters and improvement …

D Chen, P Pei, Y Li, P Ren, Y Meng, X Song… - Energy Conversion and …, 2022 - Elsevier
The proton exchange membrane fuel cell (PEMFC) is an ideal energy conversion device.
The performance of a fuel cell stack depends on the coordination of many aspects …

Computational techniques based on artificial intelligence for extracting optimal parameters of PEMFCs: Survey and insights

H Ashraf, SO Abdellatif, MM Elkholy… - … Methods in Engineering, 2022 - Springer
For the sake of precise simulation, and proper controlling of the performance of the proton
exchange membrane fuel cells (PEMFCs) generating systems, robust and neat …

Performance prediction of fuel cells using long short‐term memory recurrent neural network

L Zheng, Y Hou, T Zhang, X Pan - International Journal of …, 2021 - Wiley Online Library
Performance prediction of proton‐exchange membrane fuel cell (PEMFC) under dynamic
conditions, especially for vehicle applications, is increasingly become the focus of attention …

Sequence fault diagnosis for PEMFC water management subsystem using deep learning with t-SNE

J Liu, Q Li, H Yang, Y Han, S Jiang, W Chen - IEEE Access, 2019 - ieeexplore.ieee.org
For solving the problem of sequence failure diagnosis of proton exchange membrane fuel
cell (PEMFC) water management subsystem, this paper proposes a PEMFC failure …

Dynamic temperature model for proton exchange membrane fuel cell using online variations in load current and ambient temperature

SS Khan, H Shareef, AH Mutlag - International Journal of Green …, 2019 - Taylor & Francis
This paper presents a dynamic temperature model for a proton exchange membrane fuel
cell (PEMFC) system. The proposed model overcomes the complexity of conventional …

Precision parameter estimation in Proton Exchange Membrane Fuel Cells using depth information enhanced Differential Evolution

P Jangir, AE Ezugwu, Arpita, SP Agrawal… - Scientific Reports, 2024 - nature.com
Abstract Proton Exchange Membrane Fuel Cell (PEMFC) models require parameter tuning
for their design and performance improvement. In this study, Depth Information-Based …

Optimization of variable cross-sectional flow channel parameters for fuel cells: Numerical analysis and distributional uniformity evaluation

T Yin, D Chen, T Hu, S Hu, Y Li, X Xu - Applied Thermal Engineering, 2024 - Elsevier
The bipolar plates (BPs) are the core component of proton exchange membrane fuel cell
(PEMFC) stacks, and its structure has a substantial impact on the performance of the stack …

Improved semi-empirical model of proton exchange membrane fuel cell incorporating fault diagnostic feature

SS Khan, H Shareef, AA Ibrahim - Journal of Modern Power …, 2020 - ieeexplore.ieee.org
The membrane water content of the proton exchange membrane fuel cell (PEMFC) is the
most important feature required for water management of the PEMFC system. Any improper …

Implementation of artificial neural network based control for power quality enhancement of proton exchange membrane fuel cell powered distributed generation …

SK Singh, A Agarwal - Physica Scripta, 2023 - iopscience.iop.org
In this paper, a fuel cell and battery-based distributed generation system is demonstrated. A
proton exchange membrane fuel cell is the primary power generator in this decentralized …