Modeling and control for PEMFC hydrogen management subsystem based on neural network compensation and prescribed tracking accuracy

Y Wang, G Wu, Y Wang - Fuel, 2023 - Elsevier
The hydrogen management subsystem plays an important role in fuel cell automobiles as it
impacts the output performance of the polymer electrolyte membrane fuel cell (PEMFC). This …

Nonlinear model predictive control of PEMFC anode hydrogen circulation system based on dynamic coupling analysis

Y Zhu, J Zou, S Li, C Peng, Y Xie - International Journal of Hydrogen …, 2023 - Elsevier
Anode hydrogen circulation system with purge valve has become one of the most effective
ways for proton exchange membrane fuel cell (PEMFC) to alleviate performance …

Robust adaptive neural network control for PEM fuel cell

A Abbaspour, A Khalilnejad, Z Chen - International Journal of Hydrogen …, 2016 - Elsevier
This paper presents a robust neural network adaptive control for polymer electrolyte
membrane (PEM) fuel cells (FCs). Since deviations between the partial pressure of …

Feedback linearization-based MIMO model predictive control with defined pseudo-reference for hydrogen regulation of automotive fuel cells

S Quan, YX Wang, X Xiao, H He, F Sun - Applied Energy, 2021 - Elsevier
Proton exchange membrane fuel cells (PEMFCs) possess the benefits of high conversion
efficiency, low operation noise and no pollution which are considered as potential power …

Oxygen excess ratio control of PEM fuel cells using observer-based nonlinear triple-step controller

Y Ma, F Zhang, J Gao, H Chen, T Shen - International Journal of Hydrogen …, 2020 - Elsevier
This paper proposes a novel observer-based nonlinear triple-step controller for the air
supply system of polymer electrolyte membrane (PEM) fuel cell. The control objective is …

A nonlinear control strategy for fuel delivery in PEM fuel cells considering nitrogen permeation

L Hong, J Chen, Z Liu, L Huang, Z Wu - International Journal of Hydrogen …, 2017 - Elsevier
Hydrogen energy shows its great potential to be one of the future sustainable energies with
abundant storage and high energy content. Proton exchange membrane (PEM) fuel cells, as …

[PDF][PDF] Development of predictive voltage controller design for pem fuel cell system based on identifier model

FAS AL-Taie, AS Al-Araji - … Journal of Intelligent Engineering and Systems, 2023 - inass.org
This paper presents a new development of a predictive voltage neural controller to control
the stack terminal output voltage of a nonlinear proton exchange membrane fuel cell …

Pressure and oxygen excess ratio control of PEMFC air management system based on neural network and prescribed performance

Y Wang, Y Wang - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
The simultaneous control of the pressure and oxygen excess ratio (OER) plays an important
role in improving the performance and safety of polymer electrolyte membrane fuel cell …

Observer-based discrete adaptive neural network control for automotive PEMFC air-feed subsystem

Y Wang, Y Wang, J Xu, T Chai - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Polymer electrolyte membrane fuel cell (PEMFC) air-feed subsystem is usually affected
negatively by system uncertainty and unavailable variable. This paper investigates a …

Model-based fuel pressure regulation algorithm for a hydrogen-injected PEM fuel cell engine

C Fang, J Li, L Xu, M Ouyang, J Hu, S Cheng - International journal of …, 2015 - Elsevier
Abstract In Polymer Electrolyte Membrane Fuel Cells (PEMFCs) with Dead-Ended Anode
(DEA) configuration, precise control of hydrogen pressure in anode is beneficial for better …