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Simulation of Fuzzy Control of Oxygen Flow in PEM Fuel Cells

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  • Adam Polak

    (Faculty of Mechanical and Electrical Engineering, Polish Naval Academy, 81-127 Gdynia, Poland)

Abstract

This paper presents an alternative approach to the flow control of an oxidizer in a proton exchange membrane (PEM) fuel cell system in which pure oxygen is the gas supplied to the cathode channel of the stack. The proposed oxygen flow control is implemented based on information about the current drawn from the fuel cell stack and the voltage variation in the stack. This information and a fuzzy-logic-based control algorithm are used to increase oxygen utilization in a PEM fuel cell system without a recirculation system in relation to the control, in which the oxygen flow rate is determined only in proportion to the current drawn from the stack. To verify the validity of the adopted assumptions, simulation tests of the proposed fuzzy control algorithm were conducted, for which parameters were adopted arbitrarily and determined with help of genetic algorithms. For simulation research, the proposed empirical mathematical model was used, which describes the mathematical relationship between voltage variation in the stack and the stoichiometry of oxygen flow through the cathode of a fuel cell stack. The simulation results confirm that the proposed control method leads to an increase in the oxygen utilization in the system without oxygen recirculation compared to an open system with cathode stoichiometry set to a constant level.

Suggested Citation

  • Adam Polak, 2020. "Simulation of Fuzzy Control of Oxygen Flow in PEM Fuel Cells," Energies, MDPI, vol. 13(9), pages 1-26, May.
  • Handle: RePEc:gam:jeners:v:13:y:2020:i:9:p:2372-:d:355922
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    References listed on IDEAS

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    1. Ghosh, P.C. & Vasudeva, U., 2011. "Analysis of 3000T class submarines equipped with polymer electrolyte fuel cells," Energy, Elsevier, vol. 36(5), pages 3138-3147.
    2. Alejandro Mendez & Teresa J. Leo & Miguel A. Herreros, 2014. "Current State of Technology of Fuel Cell Power Systems for Autonomous Underwater Vehicles," Energies, MDPI, vol. 7(7), pages 1-18, July.
    3. H. Eduardo Ariza & Antonio Correcher & Carlos Sánchez & Ángel Pérez-Navarro & Emilio García, 2018. "Thermal and Electrical Parameter Identification of a Proton Exchange Membrane Fuel Cell Using Genetic Algorithm," Energies, MDPI, vol. 11(8), pages 1-15, August.
    4. Mahmoud S. AbouOmar & Hua-Jun Zhang & Yi-Xin Su, 2019. "Fractional Order Fuzzy PID Control of Automotive PEM Fuel Cell Air Feed System Using Neural Network Optimization Algorithm," Energies, MDPI, vol. 12(8), pages 1-23, April.
    5. Daud, W.R.W. & Rosli, R.E. & Majlan, E.H. & Hamid, S.A.A. & Mohamed, R. & Husaini, T., 2017. "PEM fuel cell system control: A review," Renewable Energy, Elsevier, vol. 113(C), pages 620-638.
    6. Andrei Kulikovsky, 2014. "Polarization Curve of a Non-Uniformly Aged PEM Fuel Cell," Energies, MDPI, vol. 7(1), pages 1-14, January.
    7. Jiao, Kui & Park, Jaewan & Li, Xianguo, 2010. "Experimental investigations on liquid water removal from the gas diffusion layer by reactant flow in a PEM fuel cell," Applied Energy, Elsevier, vol. 87(9), pages 2770-2777, September.
    8. Alan Cruz Rojas & Guadalupe Lopez Lopez & J. F. Gomez-Aguilar & Victor M. Alvarado & Cinda Luz Sandoval Torres, 2017. "Control of the Air Supply Subsystem in a PEMFC with Balance of Plant Simulation," Sustainability, MDPI, vol. 9(1), pages 1-23, January.
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    Cited by:

    1. Koushik Ahmed & Omar Farrok & Md Mominur Rahman & Md Sawkat Ali & Md Mejbaul Haque & Abul Kalam Azad, 2020. "Proton Exchange Membrane Hydrogen Fuel Cell as the Grid Connected Power Generator," Energies, MDPI, vol. 13(24), pages 1-20, December.

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