Firstly, we simulated CB aggregate structure. Previously, our research group examined a numerical model for actual CB aggregate structures (Vulcan and Ketjen black) [6, 7]. These structures were reconstructed with a probability density distribution that was a function of the distance between particles. And various structural properties, such as aggregate size, anisotropy, surface volume and surface weight were evaluated with experimental data. With this model, actual CB aggregate structure was simulated which was same as that in experimental cell test. The structure of catalyst layer was simulated by random packing these CB structure and ionomer coating model [8]. Pt particles were placed on the CB surface and in CB pore. In the calculation of cathode electrochemical reaction, the kinetic activity (exchange current density) of exterior and interior Pt surface were set different value by considering effect of ionomer coating [9]. The electrode reaction was calculated using the Butler–Volmer equation for the formation of Pt oxide on the Pt surface. This oxide layer inhibits the absorption of oxygen, and the coverage depends on the local potential. The resistance of oxygen diffusion and dissolution in ionomer was included. The mass balance equations for oxygen, vapor, protons, and electrons in catalyst layer was coupled with local reaction [10]. The current density distribution was found to depend on the carbon black structure and ionomer adhesion shape. From the viewpoint of increasing both Pt utilization and mass transport performance, an adequate heterogeneous pore structure is necessary in the catalyst layer. Furthermore, this simulation was applied the evaluation of structure change of catalyst layer after long-time durability test. The information of the diameter of CB primary particle and Pt particle of BOL and EOL that obtained by 3D TEM was used. The effect of this dynamic structure change on cell output performance will be reported in this presentation.
Acknowledgements
This research was supported by the New Energy and Industrial Technology Development Organization (NEDO), Japan, grant number P20003-20001327-0.
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