An experimentally optimized PEM fuel cell model using PSO algorithm

IEEE International Symposium on Industrial Electronics

Volumn , Issue , 2010, Pages 2281-2285

  Chibante, R ^a   Campos, D ^a  

^a INSTITUTO SUPERIOR DE ENGENHARIA DO PORTO   (Portugal)

Author keywords

Fuel cell; Modelling; Particle Swarm Optimization; PEM; PSO

Indexed keywords

EMPIRICAL PARAMETERS; FUEL CELL MODEL; HARD TASK; MATLAB/SIMULINK SOFTWARE; MODELLING; OPERATING CONDITION; OPTIMIZATION APPROACH; PARAMETER VALUES; PARTICLE SWARM; PEM; PEM FUEL CELL; PRECISE SIMULATION; PROTON EXCHANGE MEMBRANE FUEL CELL MODELS; PSO; PSO ALGORITHMS; SEMI-EMPIRICAL; SIMULATED RESULTS;

ALGORITHMS; COMPUTER SIMULATION; INDUSTRIAL ELECTRONICS; MATHEMATICAL MODELS; PROTON EXCHANGE MEMBRANE FUEL CELLS (PEMFC);

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 78650393264     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIE.2010.5637642     Document Type: Conference Paper

References (18)

1. G. Vladimir, L. Hongtan, and K. Sadik, "Two-dimensional model for proton exchange membrane fuel cells," AIChE Journal, vol. 44, pp. 2410-2422, 1998.
2. L. You and H. Liu, "A parametric study of the cathode catalyst layer of PEM fuel cells using a pseudo-homogeneous model," International Journal of Hydrogen Energy, vol. 26, pp. 991-999, 2001.
3. A. D. Le and B. Zhou, "A general model of proton exchange membrane fuel cell," Journal of Power Sources, vol. 182, pp. 197-222, 2008.
4. D. Yu and S. Yuvarajan, "Electronic circuit model for proton exchange membrane fuel cells," Journal of Power Sources, vol. 142, pp. 238-242, 2005.
5. J. M. Correa, F. A. Farret, J. R. Gomes, and M. G. Simoes, "Simulation of fuel-cell stacks using a computer-controlled power rectifier with the purposes of actual high-power injection applications," IEEE Transactions on Industry Applications, vol. 39, pp. 1136-1142, 2003.
6. W. Friede, S. Rael, and B. Davat, "Mathematical model and characterization of the transient behavior of a PEM fuel cell," IEEE Transactions on Power Electronics, vol. 19, pp. 1234-1241, 2004.
7. J. C. Amphlett, R. F. Mann, B. A. Peppley, P. R. Roberge, and A. Rodrigues, "A model predicting transient responses of proton exchange membrane fuel cells," Journal of Power Sources, vol. 61, pp. 183-188, 1996.
8. J. M. Corrêa, F. A. Farret, L. N. Canha, and M. G. Simoes, "An electrochemical-based fuel-cell model suitable for electrical engineering automation approach," IEEE Transactions on Industrial Electronics, vol. 51, pp. 1103-1112, 2004.
9. M. T. Outeiro, R. Chibante, A. S. Carvalho, and A. T. de Almeida, "A new parameter extraction method for accurate modeling of PEM fuel cells," International Journal of Energy Research, vol. 33, pp. 978-988, 2009.
10. M. T. Outeiro, R. Chibante, A. S. Carvalho, and A. T. Almeida, "A parameter optimized model of a PEM fuel cell including temperature effects," Journal of Power Sources, vol. 185, pp. 952-960, 2008.
11. W. Prommee and W. Ongsakul, "Optimal multi-distributed generation placement by adaptive weight particle swarm optimization," International Conference on Control, Automation and Systems, 2008.
12. G. S. Tewolde, D. M. Hanna, and R. E. Haskell, "Enhancing performance of PSO with automatic parameter tuning technique," IEEE Swarm Intelligence Symposium, 2009.
13. Y. Bo, C. Yunping, and Z. Zunlian, "Survey on Applications of Particle Swarm Optimization in Electric Power Systems," IEEE International Conference on Control and Automation, 2007.
14. G. S. Tewolde and D. M. Hanna, "Particle Swarm Optimization for classification of breast cancer data using single and multisurface methods of data separation," IEEE International Conference on Electro/Information Technology, 2007.
15. R. Eberhart and J. Kennedy, "A new optimizer using particle swarm theory," Proceedings of the Sixth International Symposium on Micro Machine and Human Science, 1995.
16. S. Yuhui and C. E. Russell, "Parameter selection in particle swarm optimization," in Proceedings of the 7th International Conference on Evolutionary Programming: Springer-Verlag, 1998.
17. S. Naka, T. Genji, T. Yura, and Y. Fukuyama, "A hybrid particle swarm optimization for distribution state estimation," IEEE Transactions on Power Systems, vol. 18, pp. 60-68, 2003.
18. L. Wang, A. Husar, T. Zhou, and H. Liu, "A parametric study of PEM fuel cell performances," International Journal of Hydrogen Energy, vol. 28, pp. 1263-1272, 2003.