Interactions of Pt nanoparticles with molecular components in polymer electrolyte membrane fuel cells: multi-scale modeling approach

被引:32
作者
Brunello, Giuseppe F. [1 ]
Lee, Ji Hye [2 ]
Lee, Seung Geol [2 ]
Choi, Ji Il [1 ]
Harvey, David [3 ]
Jang, Seung Soon [1 ,4 ,5 ]
机构
[1] Georgia Inst Technol, Sch Mat Sci & Engn, Computat NanoBio Technol Lab, 771 Ferst Dr NW, Atlanta, GA 30332 USA
[2] Pusan Natl Univ, Dept Organ Mat Sci & Engn, 2 Busandaehak Ro 63Beon Gil, Busan 46241, South Korea
[3] Ballard Power Syst, 9000 Glenlyon Pkwy, Burnaby, BC V5J 5J8, Canada
[4] Georgia Inst Technol, Inst Elect & Nanotechnol, Atlanta, GA 30332 USA
[5] Georgia Inst Technol, Parker H Petit Inst Bioengn & Biosci, Atlanta, GA 30332 USA
基金
新加坡国家研究基金会;
关键词
GENERALIZED GRADIENT APPROXIMATION; DENSITY-FUNCTIONAL CALCULATIONS; MAIN-GROUP THERMOCHEMISTRY; DYNAMICS SIMULATION; PLATINUM NANOCLUSTERS; MONOMERIC SEQUENCE; WATER; SHAPE; HYDROGELS; CLUSTERS;
D O I
10.1039/c6ra09274h
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
In this study, a three-phase interfacial system of a fuel cell is simulated using a multi-scale simulation approach consisting of quantum mechanical density functional theory and molecular dynamics simulations. Through these simulations, the structural and transport properties of the three-phase system are investigated. The molecular interactions among the components of the three-phase interfacial system are examined by density functional theory and parameterized for potential energy functions of force field. First, we investigate the interactions of the Pt clusters with various molecules as a function of distance using the density functional theory method with dispersion correction. Based on the results of these calculations, a non-bonded interaction curve is built for each Pt-molecule pair. Such non-bonded interaction curves are reproduced by potential energy functions with optimized parameters. Based on these investigations, we develop a force field to describe the structures and transport properties of the Nafion-Pt-carbon (graphite) three-phase interfacial system using molecular dynamics simulations.
引用
收藏
页码:69670 / 69676
页数:7
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