Parameter Optimization for a Pemfc Model With Particle Swarm Optimization

Volume: 3 Number: 1 March 1, 2011
  • M. Sedighizadeh
  • A. Rezazadeh
  • M. Khoddam
  • N. Zarean
EN

Parameter Optimization for a Pemfc Model With Particle Swarm Optimization

Abstract

There are many steady state models of polymer electrolyte membrane fuel cells (PEMFC). However, rarely the methods for parameter optimization of PEMFC stack model were discussed. In this paper an electrochemical-based fuel cell method is used and parameters of this PEMFC model are optimized by means of Particle Swarm Optimization (PSO). The target of this paper is to show how PSO apply for parameter optimization of fuel cells. At the end of paper the PSO test result are compared with Genetic Algorithm

Keywords

References

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  2. [2] DM. Bernardi, MW. Verbrugge. "A mathematical model of the solid-polymer-electrolyte fuel cell". Journal of the Electrochemical Society. Vol. 139, Issue. 9, PP: 2477–2491.
  3. [3] TE. Springer, TA. Zawodzinski, S. Gottesfeld. "Polymer electrolyte fuel cell model". Journal of the Electrochemical Society, Vol. 138, Issue. 8, PP: 2334–2342
  4. [4] M. Ohenoja, K. Leiviska, "Identification of Electrochemical Model Parameters in PEM Fuel Cells", Power Engineering, Energy and Electrical Drives, 2009. POWERENG '09. International Conference on, 18- 20 march 2009, PP: 363 – 368.
  5. [5] M. Khan, M. Iqbal, "Modelling and Analysis of Electrochemical, Thermal, and Reactant Flow Dynamics for a PEM Fuel Cell System", Fuel Cells 05, Vol. 5, Issue. 4, 2005, PP: 463-475
  6. [6] C. Wang , M H. Nehir, S R. Shaw "Dynamic models and model validation for PEM fuel cells using electrical circuits". IEEE Transactions on Energy Conversion on, Vol. 20, Issue. 2, 2005, PP: 442-451. (see also http://www.coe.montana.edu/ee/fuelcell/)
  7. [7] RF. Mann, JC. Amphlett, M. Hooper et al.. "Development and application of a generalized steady-state electrochemical model for a PEM fuel cell". Journal of Power Sources, Vol. 86, Issue. 1-2, PP: 172–180.
  8. [8] Tekin M, Hissel D, Pera M-C, Kauffmann J-M. Energy consumption reduction of a PEM fuel cell motor-compressor group thanks to efficient control laws. J Power Sources 2006; 156:57–63.

Details

Primary Language

English

Subjects

-

Journal Section

-

Authors

M. Sedighizadeh This is me

A. Rezazadeh This is me

M. Khoddam This is me

N. Zarean This is me

Publication Date

March 1, 2011

Submission Date

March 1, 2011

Acceptance Date

-

Published in Issue

Year 2011 Volume: 3 Number: 1

APA
Sedighizadeh, M., Rezazadeh, A., Khoddam, M., & Zarean, N. (2011). Parameter Optimization for a Pemfc Model With Particle Swarm Optimization. International Journal of Engineering and Applied Sciences, 3(1), 102-108. https://izlik.org/JA26TF82TE
AMA
1.Sedighizadeh M, Rezazadeh A, Khoddam M, Zarean N. Parameter Optimization for a Pemfc Model With Particle Swarm Optimization. IJEAS. 2011;3(1):102-108. https://izlik.org/JA26TF82TE
Chicago
Sedighizadeh, M., A. Rezazadeh, M. Khoddam, and N. Zarean. 2011. “Parameter Optimization for a Pemfc Model With Particle Swarm Optimization”. International Journal of Engineering and Applied Sciences 3 (1): 102-8. https://izlik.org/JA26TF82TE.
EndNote
Sedighizadeh M, Rezazadeh A, Khoddam M, Zarean N (March 1, 2011) Parameter Optimization for a Pemfc Model With Particle Swarm Optimization. International Journal of Engineering and Applied Sciences 3 1 102–108.
IEEE
[1]M. Sedighizadeh, A. Rezazadeh, M. Khoddam, and N. Zarean, “Parameter Optimization for a Pemfc Model With Particle Swarm Optimization”, IJEAS, vol. 3, no. 1, pp. 102–108, Mar. 2011, [Online]. Available: https://izlik.org/JA26TF82TE
ISNAD
Sedighizadeh, M. - Rezazadeh, A. - Khoddam, M. - Zarean, N. “Parameter Optimization for a Pemfc Model With Particle Swarm Optimization”. International Journal of Engineering and Applied Sciences 3/1 (March 1, 2011): 102-108. https://izlik.org/JA26TF82TE.
JAMA
1.Sedighizadeh M, Rezazadeh A, Khoddam M, Zarean N. Parameter Optimization for a Pemfc Model With Particle Swarm Optimization. IJEAS. 2011;3:102–108.
MLA
Sedighizadeh, M., et al. “Parameter Optimization for a Pemfc Model With Particle Swarm Optimization”. International Journal of Engineering and Applied Sciences, vol. 3, no. 1, Mar. 2011, pp. 102-8, https://izlik.org/JA26TF82TE.
Vancouver
1.M. Sedighizadeh, A. Rezazadeh, M. Khoddam, N. Zarean. Parameter Optimization for a Pemfc Model With Particle Swarm Optimization. IJEAS [Internet]. 2011 Mar. 1;3(1):102-8. Available from: https://izlik.org/JA26TF82TE

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