马睿, 党翰斌, 张钰奇, 霍喆, 李玉忍, 高非. 质子交换膜燃料电池系统故障机理分析及诊断方法研究综述[J]. 中国电机工程学报, 2024, 44(1): 407-426. DOI: 10.13334/j.0258-8013.pcsee.222031
引用本文: 马睿, 党翰斌, 张钰奇, 霍喆, 李玉忍, 高非. 质子交换膜燃料电池系统故障机理分析及诊断方法研究综述[J]. 中国电机工程学报, 2024, 44(1): 407-426. DOI: 10.13334/j.0258-8013.pcsee.222031
MA Rui, DANG Hanbin, ZHANG Yuqi, HUO Zhe, LI Yuren, GAO Fei. A Review on Failure Mechanism Analysis and Diagnosis for Proton Exchange Membrane Fuel Cell Systems[J]. Proceedings of the CSEE, 2024, 44(1): 407-426. DOI: 10.13334/j.0258-8013.pcsee.222031
Citation: MA Rui, DANG Hanbin, ZHANG Yuqi, HUO Zhe, LI Yuren, GAO Fei. A Review on Failure Mechanism Analysis and Diagnosis for Proton Exchange Membrane Fuel Cell Systems[J]. Proceedings of the CSEE, 2024, 44(1): 407-426. DOI: 10.13334/j.0258-8013.pcsee.222031

质子交换膜燃料电池系统故障机理分析及诊断方法研究综述

A Review on Failure Mechanism Analysis and Diagnosis for Proton Exchange Membrane Fuel Cell Systems

  • 摘要: 质子交换膜燃料电池(proton exchange membrane fuel cells,PEMFC)以其高效无污染等特性在发电、交通运载以及航空航天等领域有广阔的应用前景,然而可靠性和耐久性不足等问题已成为技术瓶颈,亟需探究高效的系统故障诊断方法。该文在介绍质子交换膜燃料电池系统构成及典型故障产生机理的基础上,综述了基于模型方法、数据驱动方法、实验测试方法、融合方法等质子交换膜燃料电池系统的故障诊断方法研究进展,对各种方法进行了分析比对,并对在线诊断技术进行总结分析,最后提出质子交换膜燃料电池系统故障诊断方法发展趋势及展望,以期为其后续研究及快速商业化应用提供参考。

     

    Abstract: The excellent performance of proton exchange membrane fuel cells (PEMFCs) makes them suitable for applications including power generation, transportation, and aerospace. However, problems such as insufficient reliability and poor durability have severely restricted its industrialization process. Therefore, it is necessary to develop fault diagnosis methods to further improve fuel cell performance. This review paper first demonstrates the PEMFC system topology and its classical faults, and then summarizes the current research progress of PEMFC fault diagnosis methods including model-based, data-driven, experimental test based, and fusion method. Meanwhile, the current research status of PEMFC system online fault diagnosis is discussed. At last, the paper gives the potential developing tendency of the fault diagnosis in the future. Overall, the paper aims to contribute to the research and massive applications of the PEMFC.

     

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