Multi-objective optimization of a polymer electrolyte fuel cell membrane electrode assembly

Energy and Environmental Science

Volumn 1, Issue 3, 2008, Pages 378-388

  Secanell, M ^a   Songprakorp, R ^a   Suleman, A ^a   Djilali, N ^a  

^a UNIVERSITY OF VICTORIA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CELL OPTIMIZATION; DESIGN PARAMETERS; DESIGN VARIABLES; ELECTRODE COMPOSITION; ELECTRODE MODELS; GRADIENT-BASED OPTIMIZATION METHOD; MEMBRANE ELECTRODE ASSEMBLIES; MULTI OBJECTIVE; MULTI VARIABLES; OPTIMIZATION ALGORITHMS; OPTIMIZATION PROBLEMS; PLATINUM LOADINGS; POLYMER ELECTROLYTE FUEL CELL MEMBRANES; PRODUCTION COST;

ASSEMBLY; COSTS; ELECTROLYTES; FUEL CELLS; PLATINUM;

MULTIOBJECTIVE OPTIMIZATION;

ALGORITHM; ELECTRODE; ELECTROLYTE; EXPERIMENTAL STUDY; FUEL CELL; MEMBRANE; OPTIMIZATION; PLATINUM; POROSITY; PRODUCTION COST; TRADE-OFF;

EID: 67650230807     PISSN: 17545692     EISSN: 17545706     Source Type: Journal    
DOI: 10.1039/b804654a     Document Type: Article

References (68)

1. G. Sasikumar J. Ihm H. Ryu Electrochim. Acta 2004 50 2-3 601 605
2. E. Passalacqua F. Lufrano G. Squadrito A. Patti L. Giorgi Electrochim. Acta 2001 46 799 805
3. E. Antolini L. Giorgi A. Pozio E. Passalacqua J. Power Sources 1999 77 136 142
4. Z. Xie T. Navessin K. Shi R. Chow Q. Wang D. Song B. Andreaus M. Eikerling Z. Liu S. Holdcroft J. Electrochem. Soc. 2005 152 6 A1171 A1179
5. P. Gode F. Jaouen G. Lindbergh A. Lundblad G. Sundholm Electrochim. Acta 2003 48 4175 4187
6. N. Cunningham E. Irissou M. Lefevre M.-C. Denis D. Guay J.-P. Dodelet Electrochem. Solid-State Lett. 2003 6 7 A125 8
7. S. Mukerjee S. Srinivasan A. J. Appleby Electrochim. Acta 1993 38 12 1661 1669
8. M. S. Saha A. F. Gulla R. J. Allen S. Mukerjee Electrochim. Acta 2006 51 22 4680 4692
9. D. Song Q. Wang Z. Liu T. Navessin M. Eikerling S. Holdcroft J. Power Sources 2004 126 1-2 104 111
10. D. Song Q. Wang Z. Liu M. Eikerling Z. Xie T. Navessin S. Holdcroft Electrochim. Acta 2005 50 16-17 3359 3374
11. M. Grujicic K. Chittajallu Appl. Surf. Sci. 2004 227 56 72
12. M. Grujicic K. Chittajallu Chem. Eng. Sci. 2004 59 5883 5895
13. M. Grujicic C. Zhao K. Chittajallu J. Ochterbeck Mater. Sci. Eng. B 2004 108 241 252
14. A. Mawardi F. Yang R. Pitchumani J. Fuel Cell Sci. Technol. 2005 2 2 121 135
15. M. Secanell, B. Carnes, A. Suleman, and N. Djilali, in III European Conference on Computational Mechanics. ECCOMAS, 2006
16. M. Secanell B. Carnes A. Suleman N. Djilali Electrochim. Acta 2007 52 7 2668 2682
17. M. Secanell K. Karan A. Suleman N. Djilali Electrochim. Acta 2007 52 22 6318 6337
18. M. Secanell K. Karan A. Suleman N. Djilali J. Electrochem. Soc. 2008 155 2 B125 B134
19. N. Djilali Energy 2007 32 4 269 280
20. M. Secanell, Computational Modeling and Optimization of Proton Exchange Membrane Fuel Cells, PhD thesis, University of Victoria, 2007
21. T. Springer T. Zawodzinski S. Gottesfeld J. Electrochem. Soc. 1991 138 8 2334 2342
22. P. Sui N. Djilali ASME J. Fuel Cell Sci. Technol. 2005 2 3 149 155
23. J. T. Hinatsu M. Mizuhata H. Takenaka J. Electrochem. Soc. 1994 141 6 1493 1498
24. E-TEK, www.etek-inc.com, Data accessed on February 2, 2007
25. T. Springer T. Rockward T. Zawodzinski S. Gottesfeld J. Electrochem. Soc. 2001 148 1 A11 A23
26. A. Shah P. Sui G. S. Kim S. Ye J. Power Sources 2007 166 1 21
27. G. Bender M. S. Wilson T. A. Zawodzinski J. Power Sources 2003 123 2 163 171
28. D. Pantea H. Darmstadt S. Kaliaguine C. Roy Appl. Surf. Sci. 2003 217 1-4 181 193
29. K. Broka P. Ekdunge J. Appl. Electrochem. 1997 27 3 281 289
30. K. More R. Borup K. Reeves ECS Trans. 2006 3 1 717 733
31. F. Jaouen G. Lindbergh G. Sundholm J. Electrochem. Soc. 2002 149 4 A437 A447
32. S. Lee S. Mukerjee J. McBreen Y. Rho Y. Kho T. H. Lee Electrochim. Acta 1998 43 24 3693 3701
33. J. X. Wang T. E. Springer R. R. Adzic J. Electrochem. Soc. 2006 153 9 A1732 A1740
34. A. Parthasarathy S. Srinivasan A. J. Appleby C. R. Martin J. Electrochem. Soc. 1992 139 9 2530 2537
35. A. Parthasarathy S. Srinivasan A. J. Appleby C. R. Martin J. Electrochem. Soc. 1992 139 10 2856 2862
36. L. Wang A. Husar T. Zhou H. Liu Int. J. Hydrogen Energy 2003 28 11 1263 1272
37. L. Wang H. Liu J. Power Sources 2004 134 2 185 196
38. J. Stumper S. A. Campbell D. P. Wilkinson M. C. Johnson M. Davis Electrochim. Acta 1998 43 24 3773 3783
39. A. Hakenjos K. Tüber J. Schumacher C. Hebling Fuel Cells 2004 4 3 185 189
40. D. Natarajan T. V. Nguyen AIChE J. 2005 51 9 2587 2598
41. D. Natarajan T. V. Nguyen AIChE J. 2005 51 9 2599 2608
42. D. Natarajan T. V. Nguyen J. Power Sources 2004 135 1 95 109
43. D. J. L. Brett S. Atkins N. P. Brandon V. Vesovic N. Vasileiadis A. R. Kucernak Electrochem. Commun. 2001 3 11 628 632
44. T. Hottinen M. Noponen T. Mennola O. Himanen M. Mikkola P. Lund J. Appl. Electrochem. 2003 33 265 271
45. W. Li L. Huyse S. Padula Struct. Multidiscipl. Optim. 2002 24 38 50
46. D. W. Zingg S. Elias AIAA J. 2006 11 44 2787 2792
47. M. F. Mathias R. Makharia H. A. Gasteiger J. J. Conley T. J. Fuller C. J. Gittleman S. S. Kocha D. P. Miller C. K. Mittelsteadt T. Xie S. G. Van P. T. Yu Electrochem. Soc. Interface 2005 14 3 24 35
48. H. Gasteiger J. Panels S. Yan J. Power Sources 2004 127 162 171
49. P. Costamagna S. Srinivasan J. Power Sources 2001 102 242 252
50. C. Marr X. Li J. Power Sources 1999 77 1 17 27
51. E-TEK, http://www.etek-inc.com, (Accessed Nov. 2006)
52. D. Song Q. Wang Z. Liu T. Navessin S. Holdcroft Electrochim. Acta 2004 50 731 737
53. I. Kim O. de Weck Struct. Multidiscipl. Optim. 2005 29 149 158
54. I. Kim O. de Weck Struct. Multidiscipl. Optim. 2006 31 105 116
55. J. G. Lin IEEE Trans. Autom. Control 1976 21 5 641 650
56. I. Das, http://www-fp.mcs.anl.gov/otc/Guide/OptWeb/multiobj, (Accessed July 2007)
57. A. Messac C. A. Mattson AIAA J. 2004 42 10 2101 2111
58. I. Das J. Dennis SIAM J. Optim. 1998 8 631 657
59. I. Das J. Dennis Struct. Optim. 1997 14 63 69
60. M. Eldred, A. Giunta, B. van Bloemen Waanders, J. S. F. Wojtkiewicz, W. Hart and M. Alleva Dakota, A multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. version 3.0 users manual. Technical Report 2001-3796, Sandia National Laboratory, 2003
61. G. Vanderplaats, Numerical Optimization Techniques for Engineering Design with Applications, McGraw-Hill, 1984
62. W. Bangerth R. Hartmann G. Kanschat ACM Trans. Math. Softw. 2007 33 4
63. deal.II differential equations analysis library, Technical reference. W. Bangerth, R. Hartmann and G. Kanschat
64. K. Karan Electrochem. Commun. 2007 9 4 747 753
65. W. Sun B. A. Peppley K. Karan Electrochim. Acta 2005 50 16-17 3347 3358
66. E. L. Cussler, Diffusion: Mass Transfer in Fluid Systems, Cambridge University Press, Cambridge, UK, 2nd edn, 1997
67. S. Chen A. Kucernak J. Phys. Chem. B 2004 108 10 3262 3276
68. K. C. Neyerlin W. Gu J. Jorne H. A. Gasteiger J. Electrochem. Soc. 2006 154 10 A1955 A1963