Electrochemical impedance spectroscopy analysis and thermal mapping of different cross-sectional cathode channels in open-cathode polymer electrolyte membrane fuel cell stack

IF 8.1 2区 工程技术 Q1 CHEMISTRY, PHYSICAL Journal of Power Sources Pub Date : 2024-06-24 DOI:10.1016/j.jpowsour.2024.234967
Shikha Thapa , Harshal Agarwal , V. Ganesh , Akhila Kumar Sahu
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Abstract

The Electrochemical impedance spectroscopy (EIS) of three novel cathode channels designs square, boot, and triangular for open cathode polymer electrolyte cathode fuel cell stacks are analyzed. Fundamental mechanisms such as oxygen reduction reaction, proton conductivity, bulk resistance of stack, capacitance and structure features of the porous carbon electrode etc. are investigated with the help of Nyquist/Bode plots and Randles circuit. Operational parameters including airflow rate, current, H2 gas condition (humidified and dry), and stack temperature are studied focused on understanding the trend of high and low frequency resistance. The minimum resistance and temperature mapping for cross-section designs at different operating conditions is utilized for parametric optimization. Overall, it is recommended to operate the stacks at minimum resistance obtained just before the peak power density and its corresponding temperature ∼40 °C. Finally, a data-driven hybrid model integrating EIS and artificial intelligence is presented with root mean square error of ∼0.98.

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开放式阴极聚合物电解质膜燃料电池堆中不同截面阴极通道的电化学阻抗谱分析和热图绘制
本研究分析了用于开放式阴极聚合物电解质阴极燃料电池堆的方形、靴形和三角形三种新型阴极通道设计的电化学阻抗谱(EIS)。借助 Nyquist/Bode 图和 Randles 电路,研究了氧还原反应、质子传导性、堆体电阻、电容和多孔碳电极结构特征等基本机制。对气流速率、电流、H2 气体条件(加湿和干燥)和烟囱温度等运行参数进行了研究,重点是了解高频和低频电阻的变化趋势。利用不同运行条件下截面设计的最小阻力和温度分布图进行参数优化。总之,建议在峰值功率密度和相应温度 ∼ 40 °C之前的最小电阻条件下运行堆栈。最后,介绍了一个数据驱动的混合模型,该模型集成了 EIS 和人工智能,均方根误差为 ∼0.98。
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来源期刊
Journal of Power Sources
Journal of Power Sources 工程技术-电化学
CiteScore
16.40
自引率
6.50%
发文量
1249
审稿时长
36 days
期刊介绍: The Journal of Power Sources is a publication catering to researchers and technologists interested in various aspects of the science, technology, and applications of electrochemical power sources. It covers original research and reviews on primary and secondary batteries, fuel cells, supercapacitors, and photo-electrochemical cells. Topics considered include the research, development and applications of nanomaterials and novel componentry for these devices. Examples of applications of these electrochemical power sources include: • Portable electronics • Electric and Hybrid Electric Vehicles • Uninterruptible Power Supply (UPS) systems • Storage of renewable energy • Satellites and deep space probes • Boats and ships, drones and aircrafts • Wearable energy storage systems
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