Increment-oriented online power distribution strategy for multi-stack proton exchange membrane fuel cell systems aimed at collaborative performance enhancement

X Li, Z Shang, F Peng, L Li, Y Zhao, Z Liu - Journal of Power Sources, 2021 - Elsevier
The multi-stack fuel cell system based on proton exchange membrane fuel cell has gained
increasing attraction in high-power transportation applications. However, the real-time …

Cooperative control of air and fuel feeding for PEM fuel cell with ejector-driven recirculation

X Yin, X Wang, L Wang, B Qin, H Liu, L Jia… - Applied Thermal …, 2021 - Elsevier
Air and hydrogen feeding control is a hot topic for the operation of proton exchange
membrane (PEM) fuel cell system. However, there is little consideration for the cooperative …

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 …

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

Y Wang, Y Wang, J Zhao, J Xu - Applied Soft Computing, 2021 - Elsevier
Oxygen excess ratio (OER) tracking of polymer electrolyte membrane fuel cell (PEMFC) air-
feed subsystem is an interesting topic to obtain a high energy conversion ratio. The control …

Adaptive controller of PEMFC output voltage based on ambient intelligence large-scale deep reinforcement learning

J Li, T Yu, B Yang - IEEE Access, 2021 - ieeexplore.ieee.org
In this article, an adaptive Proportion integration (PI) controller for varying the output voltage
of a proton exchange membrane fuel cell (PEMFC) is proposed. The PI controller operates …

Nonlinear control of a PEM fuel cell integrated system with water electrolyzer

K Sankar, AK Jana - Chemical Engineering Research and Design, 2021 - Elsevier
In this study, a multi-input multi-output (MIMO) sliding mode control (SMC) scheme
combined with a couple of low-order nonlinear observers is proposed for a proton exchange …

Nonlinear multivariable control of an integrated PEM fuel cell system with a DC-DC boost converter

K Sankar, G Saravanakumar, AK Jana - Chemical Engineering Research …, 2021 - Elsevier
The proton exchange membrane (PEM) fuel cell faces problem when there is an abrupt load
demand that is common in transport/vehicle application. This is because of the slow …

Deep reinforcement learning guided cascade control for air supply of polymer exchange membrane fuel cell

J Zhou, Y Liao, J Liu, Y Xue, S Xue - Energy Technology, 2021 - Wiley Online Library
The power consumption of an electric air compressor becomes the major parasitic energy
waste leading to the deterioration of net efficiency of the fuel cell system (FCS). Optimal …

Control strategies for prevention of PEMFC oxygen starvation: a review

D Gong, S Xu, B Zhang - 2021 - sae.org
Abstract Proton Exchange Membrane Fuel Cell (PEMFC) which has advantages of starting
fast, high energy density, high efficiency, lower operating temperature and little pollution is …

[HTML][HTML] A system level approach to estimate maximum load steps that can be applied on a fuel cell powered marine DC system

A Haxhiu, R Chan, S Kanerva, J Kyyrä - Energy Reports, 2021 - Elsevier
This paper presents a system level approach to estimate the maximum load steps on a
hydrogen fuel cell powered marine system. In the proposed approach, a model has been …