Experimental results applying second order sliding mode control to a PEM fuel cell based system

C Kunusch, PF Puleston, MA Mayosky… - Control Engineering …, 2013 - Elsevier
A robust control solution is proposed to solve the air supply control problem in autonomous
polymer electrolyte membrane fuel cells (PEMFC) based systems. A Super Twisting …

A large-scale multi-agent deep reinforcement learning method for cooperative output voltage control of PEMFCs

J Li, H Cui, W Jiang, H Yu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
To increase the output voltage stability and improve the operating efficiency of proton
exchange membrane fuel cells (PEMFCs), a data-driven cooperative method for controlling …

Control of fuel cell-based electric power system using adaptive sliding mode control and observation techniques

R Ashok, Y Shtessel - Journal of the Franklin Institute, 2015 - Elsevier
The paper deals with controlling an autonomous electric power system that comprises of a
primary source of power supply, Proton Exchange Membrane fuel cell (PEMFC), DC–DC …

[HTML][HTML] Data-driven coordinated control method for multiple systems in proton exchange membrane fuel cells using deep reinforcement learning

J Li, T Qian, T Yu - Energy Reports, 2022 - Elsevier
To improve the stability and operating efficiency of a proton exchange membrane fuel cell
(PEMFC) system, a distributed deep reinforcement learning-based data-driven coordinated …

PEM fuel cell systems

C Kunusch, P Puleston, M Mayosky, C Kunusch… - Sliding-Mode Control of …, 2012 - Springer
Abstract Proton Exchange Membrane (PEM) fuel cells are extensively used for mobile and
portable applications. This is due to their compactness, low weight, high power density, and …

Deep Reinforcement Learning Algorithm Based on Fusion Optimization for Fuel Cell Gas Supply System Control

H Yuan, Z Sun, Y Wang, Z Chen - World Electric Vehicle Journal, 2023 - mdpi.com
In a proton exchange membrane fuel cell (PEMFC) system, the flow of air and hydrogen is
the main factor affecting the output characteristics of the PEMFC, and there is a coordination …

Sliding mode control of electric power system comprised of fuel cells, DC-DC boost converters and ultracapacitors

RS Ashok, YB Shtessel, JE Smith - 2013 American Control …, 2013 - ieeexplore.ieee.org
The paper deals with controlling an autonomous electric power system that comprises
Proton Exchange Membrane fuel cell (PEMFC) that is considered as a primary source of …

[PDF][PDF] Finite-time sliding mode control for continuous stirred tank reactor based on disturbance observer

M Derakhshannia, SS Moosapour - Iran. J. Chem. Chem. Eng. Research …, 2022 - ijcce.ac.ir
This paper aims to investigate the robust control problem of Continuously Stirred Tank
Reactors (CSTR). A CSTR is one of the most essential pieces of equipment in chemical …

[PDF][PDF] Nonlinear modeling of a PEM fuel cell system; a practical study with experimental validation

SM RakhtAla, R Eini - … Journal of Mechatronics, Electrical and Computer …, 2014 - aeuso.org
In this paper, a nonlinear six order model is proposed for a proton exchange membrane fuel
cell (PEMFC) as a control-oriented electrochemical model. Its validation is performed on a …

Sliding mode control of electric power system comprised of fuel cell and multiple-modular DC-DC boost converters

RS Ashok, YB Shtessel - 2014 13th International Workshop on …, 2014 - ieeexplore.ieee.org
The paper deals with controlling an electric power system comprised of a Proton Exchange
Membrane Fuel Cell (PEMFC) as a Primary Source of Electric power Supply (PSES) and …