Fault diagnosis of cells in PEM electrolyzer stack under fluctuating power source

IF 8.1 2区 工程技术 Q1 CHEMISTRY, PHYSICAL
Dali Shen, Yan Dong, Zhaoming Lei, Fuquan Yang, Long Cheng, Jie Jing
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引用次数: 0

Abstract

The scale of hydrogen production using renewable energy is expanding with the global energy transition accelerating. Safety in hydrogen production is gaining increased attention. Compared to stable power supplies, the voltage of the electrolyzer stack fluctuates dynamically with input power in the wind and photovoltaic systems. For this reason, a fault diagnosis method for electrolyzers under fluctuating power sources is proposed. Firstly, the faults of the sensor and electrolyzer are distinguished by interleaved voltage detection to avoid the misdiagnosis caused by the sensor failure. Secondly, an improved variable mode decomposition method is introduced to process the raw voltage signals to weaken the influence of inter-cell inconsistency on fault diagnosis. Furthermore, the fault characteristics are highlighted with a shortened fault identification time. Then, the fault characteristics are extracted by the degree of cell voltage fluctuation with the occurrence of faults is judged by the difference in the degree of fluctuation between neighboring electrolyzers. Finally, faults such as short circuits and water shortages in the electrolyzer are diagnosed using the correlation differences in cell voltage between different faults. The feasibility of this fault diagnosis method is validated through case studies and comparative analyses.
波动电源下PEM电解槽槽段故障诊断
随着全球能源转型加速,可再生能源制氢规模不断扩大。氢气生产的安全性正受到越来越多的关注。与稳定电源相比,在风电和光伏系统中,电解槽堆电压随输入功率动态波动。为此,提出了一种波动电源下电解槽故障诊断方法。首先,采用交错电压检测方法区分传感器和电解槽的故障,避免了传感器故障造成的误诊;其次,引入改进的变模分解方法对原始电压信号进行处理,以减弱单元间不一致性对故障诊断的影响;此外,该方法还突出了故障特征,缩短了故障识别时间。然后,通过电解槽电压波动程度提取故障特征,通过相邻电解槽电压波动程度的差异判断故障是否发生。最后,利用电解槽电压在不同故障间的相关差值对电解槽短路、缺水等故障进行诊断。通过实例分析和对比分析,验证了该故障诊断方法的可行性。
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来源期刊
International Journal of Hydrogen Energy
International Journal of Hydrogen Energy 工程技术-环境科学
CiteScore
13.50
自引率
25.00%
发文量
3502
审稿时长
60 days
期刊介绍: The objective of the International Journal of Hydrogen Energy is to facilitate the exchange of new ideas, technological advancements, and research findings in the field of Hydrogen Energy among scientists and engineers worldwide. This journal showcases original research, both analytical and experimental, covering various aspects of Hydrogen Energy. These include production, storage, transmission, utilization, enabling technologies, environmental impact, economic considerations, and global perspectives on hydrogen and its carriers such as NH3, CH4, alcohols, etc. The utilization aspect encompasses various methods such as thermochemical (combustion), photochemical, electrochemical (fuel cells), and nuclear conversion of hydrogen, hydrogen isotopes, and hydrogen carriers into thermal, mechanical, and electrical energies. The applications of these energies can be found in transportation (including aerospace), industrial, commercial, and residential sectors.
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