Numerical Optimization Design of PEM Fuel Cell Performance Applying the Taguchi Method
Authors: Shan-Jen Cheng, Jr-Ming Miao, Sheng-Ju Wu
Abstract:
The purpose of this paper is applied Taguchi method on the optimization for PEMFC performance, and a representative Computational Fluid Dynamics (CFD) model is selectively performed for statistical analysis. The studied factors in this paper are pressure of fuel cell, operating temperature, the relative humidity of anode and cathode, porosity of gas diffusion electrode (GDE) and conductivity of GDE. The optimal combination for maximum power density is gained by using a three-level statistical method. The results confirmed that the robustness of the optimum design parameters influencing the performance of fuel cell are founded by pressure of fuel cell, 3atm; operating temperature, 353K; the relative humidity of anode, 50%; conductivity of GDE, 1000 S/m, but the relative humidity of cathode and porosity of GDE are pooled as error due to a small sum of squares. The present simulation results give designers the ideas ratify the effectiveness of the proposed robust design methodology for the performance of fuel cell.
Keywords: PEMFC, numerical simulation, optimization, Taguchi method.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1075685
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[1] Kamaruzzaman Sopian, Wan Ramli Wan Daud, "Challenges and future developments in proton exchange membrane fuel cells," Renewable Energy, 31, 2006, pp.719-727.
[2] Mefdi Amirinejad, Soosan Rowshanzamir, Mohammad H. Eikani, "Effects of operating parameters on performance of proton exchange membrane fuel cell," Journal of Power Sources, vol.161,2006, pp. 872-875.
[3] T. Berning, N. Djilali, "Three-dimensional computational analysis of transport phenomena in a PEM fuel cellÔÇöa parameter study," Journal of Power Sources, vol. 124, 2003, pp.440-452.
[4] M.G. Santarelli, M.F. Torchio, "Experimental analysis of the effects of the operating variables on the performance of a single PEMFC," Energy Conversion and Management, vol. 48 ,2007, pp.40-51.
[5] Lin Wang, Attila Husar, Tianhong Zhou, Hongtan Liu, "A parametric study of PEM fuel cell performances," International Journal of Hydrogen Energy, vol. 28,2003, pp.1263-1272.
[6] Galip H. Guvelioglu, Harvey G.Stenger, "Flow rate and humidification effects on a PEM fuel cell performance and operation," Journal of Power Sources, vol. 163, 2007, pp. 882-891.
[7] Süleyman Kaytakoğlu, Levent Akyalçın, "Optimization of parametric performance of a PEMFC," International Journal of Hydrogen Energy, vol. 32, 2007, pp.4418-4423.
[8] Levent Akyalçın, Süleyman Kaytakoğlu, "Optimization of structural combinations on the performance of a PEMFC-s MEA," Journal of power Sources, vol. 180, 2008, pp.767-772.
[9] Glen Stuart Peace, "Taguchi Methods: A hands-on approach", Addison-Wesley, 1993.
[10] Phillip J. Ross, "Taguchi Techniques for Quality Engineering", McGraw-Hill, 1996.
[11] Madhav S.Phadke, "Quality Engineering using Robust design", Prentice-Hall, 1989.
[12] Yuh Ming Ferng, Ay Su, "A three-dimensional full-cell CFD model used to investigate the effects of different flow channel designs on PEMFC performance," International Journal of Hydrogen Energy, vol. 32, 2007, pp.4466-4476.
[13] Fluent Incorporated, Fluent 6.3 User-s Guide, 2007.
[14] Patanker SV. Numerical heat transfer and fluid flow. New York: Hemisphere Publishing Corp.:1981.
[15] Montogomery DC. Design and analysis of experiment.6th ed. New York: Wiley, 2005.