A data-driven approach to establishing microstructure-property relationships in porous transport layers of polymer electrolyte fuel cells

Journal of Power Sources

Volumn 245, Issue , 2014, Pages 144-153

  Cecen A ^a   Fast, T ^b   Kumbur, E C ^a   Kalidindi, S R ^b  

^a Drexel University   (United States)

^b GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Fuel cells; Microstructure; Structure property correlations; Transport

Indexed keywords

EFFECTIVE TRANSPORT PROPERTIES; MICROSTRUCTURE-PROPERTY RELATIONSHIPS; MULTIVARIATE LINEAR REGRESSIONS; POLYMER ELECTROLYTE FUEL CELLS; POROUS TRANSPORT LAYERS; PRINCIPLE COMPONENT ANALYSIS; STRUCTURE-PROPERTY CORRELATION; TRANSPORT;

AUTOMATION; DIFFUSION IN GASES; FUEL CELLS; MICROSTRUCTURE; POLYELECTROLYTES; PRINCIPAL COMPONENT ANALYSIS; TRANSPORT PROPERTIES;

PROTON EXCHANGE MEMBRANE FUEL CELLS (PEMFC);

EID: 84880260636     PISSN: 03787753     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jpowsour.2013.06.100     Document Type: Article

References (37)

1. C.H. Min J. Power Sources 195 2010 1880 1887
2. L. Cindrella, A.M. Kannan, J.F. Lin, K. Saminathan, Y. Ho, C.W. Lin, and J. Wertz J. Power Sources 194 2009 146 160
3. M. Blanco, D.P. Wilkinson, and H. Wang Int. J. Hydrogen Energy 36 2011 3635 3648
4. S. Rakhshanpouri, and S. Rowshanzamir Energy 50 2013 220 231
5. M. Manahan Jr., M.C. Hatzell, E.C. Kumbur, and Mench J. Power Sources 196 2011 5573 5582
6. S.R. Kalidindi, S.R. Niezgoda, and A.A. Salem JOM 63 4 2011 34 41
7. S.R. Niezgoda, Y.C. Yabansu, and S.R. Kalidindi Acta Mater. 59 2011 6387 6400
8. S. Torquato Random Heterogeneous Materials 2002 Springer-Verlag New York
9. W.F. Brown J. Chem. Phys. 23 8 1955 1514 1517
10. D.T. Fullwood, S.R. Niezgoda, B.L. Adams, and S.R. Kalidindi Prog. Mater. Sci. 55 6 2010 477 562
11. S.R. Niezgoda, D.T. Fullwood, and S.R. Kalidindi Acta Mater. 56 18 2008 5285 5292
12. S.R. Niezgoda, D.M. Turner, D.T. Fullwood, and S.R. Kalidindi Acta Mater. 58 2010 4432 4445
13. D.T. Fullwood, S.R. Niezgoda, and S.R. Kalidindi Acta Mater. 56 5 2008 942 948
14. H. Singh, A.M. Gokhale, S.I. Lieberman, and S. Tamirisakandala Mat. Sci. Eng. A 474 1-2 2008 104 111
15. S.R. Niezgoda, and S.R. Kalidindi CMC 14 2 2009 79 97
16. W. Gille, D. Enke, and F. Janowski J. Porous Mater. 9 3 2002 221 230
17. S. Torquato, and B. Lu Phys. Rev. E 47 4 1993 2950
18. E.A. Wargo, A.C. Hanna, A. Cecen, S.R. Kalidindi, and E.C. Kumbur J. Power Sources 197 2012 168 179
19. B.L. Adams, X. Gao, and S.R. Kalidindi Acta Mater. 53 13 2005 3563 3577
20. D.T. Fullwood, S.R. Kalidindi, S.R. Niezgoda, A. Fast, and N. Hampson Mat. Sci. Eng. A 494 1-2 2008 68 72
21. G. Landi, and S.R. Kalidindi CMC 16 3 2010 273 293
22. S.R. Kalidindi, S.R. Niezgoda, G. Landi, S. Vachhani, and T. Fast CMC 17 2 2010 103 125
23. G. Landi, S.R. Niezgoda, and S.R. Kalidindi Acta Mater. 58 7 2010 2716 2725
24. T. Fast, S.R. Niezgoda, and S.R. Kalidindi Acta Mater. 59 2 2011 699 707
25. T. Fast, and S.R. Kalidindi Acta Mater. 59 2011 4595 4605
26. A.M. Gokhale, A. Tewari, and H. Garmestani Scripta Mater. 53 2005 989 993
27. C.L.Y. Yeong, and S. Torquato Phys. Rev. E 58 1 1998 224
28. C. Manwart, S. Torquato, and R. Hilfer Phys. Rev. E 62 1 2000 893
29. J. Zeman, and M. Sejnoha Model. Simul. Mater. Sci. Eng. 4 2007 S325
30. A. Cecen, E.A. Wargo, A.C. Hanna, D. Turner, S.R. Kalidindi, and E.C. Kumbur J. Electrochem. Soc. 159 2012 B1 B9
31. C.J. Gommes, A.-J. Bons, S. Blacher, J.H. Dunsmuir, and A.H. Tsou AIChE J. 55 8 2009 2000 2012
32. J.G. Pharoah, K. Karan, and W. Sun J. Power Sources 161 2006 214 224
33. E.A. Wargo, V.P. Schulz, A. Cecen, S.R. Kalidindi, and E.C. Kumbur Electrochim. Acta 87 2013 201 212
34. H. Ostadi, P. Rama, Y. Liu, R. Chen, X.X. Zhang, and K. Jiang J. Membr. Sci. 351 2010 69 74
35. C.R. Rao Linear Statistical Inference and Its Applications second ed. 1973 John Wiley & Sons New York
36. Ping Zhang Ann. Stat. 21 1 1993 299 313
37. De La Rue, and J. Tobias Electrochem. Soc. 06 9 1959 827 833