IMPEDANCE SPECTROSCOPY GENETIC PROGRAMMING (ISGP) ANALYSES SETTING PROPER WORKING CONDITIONS OF A POLYMER ELECTROLYTE MEMBRANE FUEL CELL

Nimai Bar, Rajkamal Pandit
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Abstract

This study demonstrates application of Impedance Spectroscopy Genetic Program (ISGP) for the investigation of a polymer electrolyte membrane fuel cell (PEMFC). It further demonstrates the procedures to optimize the operating conditions of a single cell in a test station. To do that, the effects of temperature, hydrogen/air, and dew point temperature (DPT) on the cell were examined using an Arbin test station. ISGP followed a two-iteration procedure. First, find an out-of-range peak (at high frequencies) that corresponds to the ohmic (series) resistance of the system. Second, finding the models after subtracting the ohmic resistance from the real part of the measured spectrum. This two- step procedure allows solving a Fredholm equation of the second kind with a reasonable accuracy. The resulting peaks making the distribution function of relaxation time (DFRT) were partially assigned to different physical processes in the PEMFCs. ISGP seeks for a distribution of relaxation times that has the form of a peak or a sum of several peaks, assuming the Debye kernel, where each peak is represented by a known analytic function. As a part of the analysis, the peak areas, which correspond to the contribution of the relevant process to the total impedance, were calculated obtaining tendentious behavior depending on the changing environmental parameters. ISGP of PEMFC results in three peaks. The optimized conditions were found to be the ratio of gas flow fuel to air rate 1:7, fuel cell temperature 60°C and dew point temperature 50°C.
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阻抗谱遗传编程(ISGP)分析设定聚合物电解质膜燃料电池的适当工作条件
本研究展示了阻抗光谱基因程序(ISGP)在聚合物电解质膜燃料电池(PEMFC)研究中的应用。它进一步展示了优化测试站中单个电池运行条件的程序。为此,我们使用 Arbin 测试站研究了温度、氢气/空气和露点温度 (DPT) 对电池的影响。ISGP 采用两套迭代程序。首先,找到与系统欧姆(串联)电阻相对应的范围外峰值(高频)。其次,从测量频谱的实部减去欧姆电阻后找到模型。通过这两步程序,可以合理精确地求解第二类弗雷德霍姆方程。由此产生的弛豫时间分布函数(DFRT)峰值部分归属于 PEMFC 中的不同物理过程。ISGP 所寻求的弛豫时间分布具有一个峰值或多个峰值之和的形式,假设为 Debye 核,其中每个峰值都由一个已知的解析函数表示。作为分析的一部分,峰面积(对应于相关过程对总阻抗的贡献)的计算结果随环境参数的变化而变化。PEMFC 的 ISGP 有三个峰值。优化条件为气体流量燃料与空气比率为 1:7,燃料电池温度为 60°C,露点温度为 50°C。
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