Progressive topology-curvature optimization of flow channel for PEMFC and performance assessment

IF 6.2 4区 工程技术 Q3 ENERGY & FUELS
Naixiao Wang, Youliang Cheng, Xiaochao Fan, Rui Ding, Honglian Zhou, Chaoshan Xin, Ruijing Shi
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引用次数: 0

Abstract

The curved bending regions of serpentine flow channels play a crucial role in mass transfer and the overall performance of the flow field in proton exchange membrane fuel cells (PEMFCs). This paper proposes a “2D Topology-Curvature Optimization” progressive design method to optimize the bend area structures, aiming to enhance PEMFC performance. Through numerical simulations, it compares the topology-curvature optimization model with both the algorithm-based optimization model and a validation model, and analyzes the mass transfer, heat transfer characteristics, and output performance of PEMFC under different flow fields. The results indicate that the optimized structures improve convection and diffusion within the flow field, effectively enhancing the transport and distribution of oxygen and water within the PEMFC. Performance improvements, ranked from highest to lowest, are TS-III > MD-G (Model-GA) > MD-P (Model-PSO) > TS-II > TS-I. Among the optimized models, TS-III (Topology Structure-III) exhibits the greatest increases in peak current density and peak power density, with improvement of 4.72% and 3.12%, respectively. When considering the relationship between performance improvement and pressure drop using the efficiency evaluation criterion (EEC), TS-II demonstrates the best overall performance.

PEMFC流道的渐进式拓扑曲率优化及性能评估
在质子交换膜燃料电池(pemfc)中,蛇形流道的弯曲区域对传质和流场的整体性能起着至关重要的作用。本文提出了一种“二维拓扑曲率优化”渐进式设计方法,对弯曲区结构进行优化,以提高PEMFC的性能。通过数值模拟,将拓扑曲率优化模型与基于算法的优化模型和验证模型进行了比较,分析了不同流场下PEMFC的传质、传热特性和输出性能。结果表明,优化后的结构改善了流场内的对流和扩散,有效地增强了氧和水在PEMFC内的输运和分布。性能改进从高到低依次为TS-III >; MD-G(型号- ga) > MD-P(型号- pso) > TS-II > TS-I。优化后的模型中,TS-III (Topology Structure-III)的峰值电流密度和峰值功率密度提高幅度最大,分别提高了4.72%和3.12%。当使用效率评价标准(EEC)考虑性能改善与压降之间的关系时,TS-II表现出最佳的综合性能。
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来源期刊
Frontiers in Energy
Frontiers in Energy Energy-Energy Engineering and Power Technology
CiteScore
5.90
自引率
6.90%
发文量
708
期刊介绍: Frontiers in Energy, an interdisciplinary and peer-reviewed international journal launched in January 2007, seeks to provide a rapid and unique platform for reporting the most advanced research on energy technology and strategic thinking in order to promote timely communication between researchers, scientists, engineers, and policy makers in the field of energy. Frontiers in Energy aims to be a leading peer-reviewed platform and an authoritative source of information for analyses, reviews and evaluations in energy engineering and research, with a strong focus on energy analysis, energy modelling and prediction, integrated energy systems, energy conversion and conservation, energy planning and energy on economic and policy issues. Frontiers in Energy publishes state-of-the-art review articles, original research papers and short communications by individual researchers or research groups. It is strictly peer-reviewed and accepts only original submissions in English. The scope of the journal is broad and covers all latest focus in current energy research. High-quality papers are solicited in, but are not limited to the following areas: -Fundamental energy science -Energy technology, including energy generation, conversion, storage, renewables, transport, urban design and building efficiency -Energy and the environment, including pollution control, energy efficiency and climate change -Energy economics, strategy and policy -Emerging energy issue
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