Proton exchange membrane fuel cell system prognostics and decision-making: Current status and perspectives

M Yue, S Jemei, N Zerhouni, R Gouriveau - Renewable Energy, 2021 - Elsevier
Proton exchange membrane fuel cell (PEMFC), as an attractive alternative power source,
has seen its increasing deployment in both automotive and small stationary applications. To …

Classification, summarization and perspective on modeling techniques for polymer electrolyte membrane fuel cell

X Zhao, Y Zhou, L Wang, B Pan, R Wang… - International Journal of …, 2023 - Elsevier
Abstract Proton Exchange Membrane Fuel cell (PEMFC) model is helpful to understand the
physical and chemical properties of the PEMFC and predict the performance of the PEMFC …

[HTML][HTML] Machine learning modeling for proton exchange membrane fuel cell performance

A Legala, J Zhao, X Li - Energy and AI, 2022 - Elsevier
Proton exchange membrane fuel cell (PEMFC) is considered essential for climate change
mitigation, and a fast and accurate model is necessary for its control and operation in …

Thermal-physical modeling and parameter identification method for dynamic model with unmeasurable state in 10-kW scale proton exchange membrane fuel cell …

Y Li, F Yang, D Chen, S Hu, X Xu - Energy Conversion and Management, 2023 - Elsevier
For proton exchange membrane fuel cell, the accurate physical modeling, involving dynamic
modeling and parameter identification, plays a significant role in simulation and control. The …

Model optimization of a high-power commercial PEMFC system via an improved grey wolf optimization method

H Zhou, X Wu, Y Li, Z Fan, W Chen, J Mao, P Deng… - Fuel, 2024 - Elsevier
Proton exchange membrane fuel cell (PEMFC) models are conventionally established with a
set of parameters identified under steady-state operating conditions. However, such an …

Method for system parameter identification and controller parameter tuning for super-twisting sliding mode control in proton exchange membrane fuel cell system

Y Li, P Pei, Z Ma, P Ren, H Huang - Energy Conversion and Management, 2021 - Elsevier
The super-twisting sliding mode control (ST-SMC) is widely used in fuel cell system control
due to the simple control law and strong robustness. However, it requires an accurate …

Net power enhancement of PEMFC system based on dual loop multivariable coordinated management

L Yin, Q Li, E Breaz, W Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
A dual loop multivariable coordinated management (DLMCM) is proposed in this article
dealing with the existed nonlinearity and strong coupling between operating parameters …

A review on mass transfer in multiscale porous media in proton exchange membrane fuel cells: mechanism, modeling, and parameter identification

F Yang, X Xu, Y Li, D Chen, S Hu, Z He, Y Du - Energies, 2023 - mdpi.com
Proton exchange membrane fuel cells (PEMFC) are a promising clean power source that
can be used in a variety of applications such as automobiles, stationary power plants, and …

Design and optimization of thermal strategy to improve the thermal management of proton exchange membrane fuel cells

Q Xia, T Zhang, Z Sun, Y Gao - Applied Thermal Engineering, 2023 - Elsevier
This paper briefly recommends the working principle of the cooling system of the fuel cell
engine (PEMFC), studies the control strategy of the thermostat in the cooling system, which …

Degradation prediction of PEMFCs using stacked echo state network based on genetic algorithm optimization

Z Deng, Q Chen, L Zhang, K Zhou… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Durability is considered as one of the main technical obstacles to the large-scale
commercialization of proton exchange membrane fuel cells (PEMFCs), which can be …