Experimental investigation on statistical characteristics of cell voltage distribution for a PEMFC stack under dynamic driving cycle

被引:27
作者
Chen, Kai [1 ]
Hou, Yongping [1 ]
Jiang, Changlong [2 ]
Pan, Xiangmin [2 ]
Hao, Dong [3 ]
机构
[1] Tongji Univ, Sch Automot Studies, Shanghai 201804, Peoples R China
[2] Shanghai Motor Vehicle Inspect Certificat & Techn, Shanghai 201805, Peoples R China
[3] China Automot Technol & Res Ctr Co Ltd, Tianjin 300300, Peoples R China
关键词
PEMFC stack; Dynamic driving cycle; Voltage uniformity; Statistical analysis; POLYMER ELECTROLYTE MEMBRANE; FUEL-CELLS; PERFORMANCE ANALYSIS; ASYMPTOTIC ANALYSIS; RELATIVE-HUMIDITY; SINGLE-CELL; UNIFORMITY; DEGRADATION; TEMPERATURE; OPERATION;
D O I
10.1016/j.ijhydene.2021.09.092
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
The proton exchange membrane fuel cell (PEMFC) stack consists of individual cells in series. Its operating life is subjected to performance of the weakest cell because of the short board effect, thus voltage uniformity during dynamic long-running process is significant to its durability. In this work, based on a 1044 h aging experiment on a 6.55 kW PEMFC stack under dynamic driving cycle, voltage uniformity is analyzed. In a single cycle, voltage uniformity becomes worse with the increase of loading current and there are some local maxima of voltage coefficient variation (C-v) at the moment of loading or unloading step. C-v value at higher current is greater and increases faster with cycles. At the end of experiment, C-v at 135 A is more than 6%. Besides, skewness (S-k) is used to evaluate the skew direction and degree of cell voltage data in a cycle. In most cycles, S-k values at 34.22 A are above 0 and S-k values at 59.70 A and 135 A are below 0. After the Box-Cox transformation, which is used to improve symmetry of data and reduce S-k, the cell voltage data have passed the verifications of normal fitting, probability-probability plot and quantile-quantile plot. Therefore, it is found that cell voltage data tend to obey skewed normal distribution, which is of positive significance for improving voltage uniformity and durability of PEMFC stack. (c) 2021 Hydrogen Energy Publications LLC. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:38469 / 38481
页数:13
相关论文
共 58 条
[1]   Experimental design approach for deposition optimization of RF sputtered chalcogenide thin films devoted to environmental optical sensors [J].
Baudet, E. ;
Sergent, M. ;
Nemec, P. ;
Cardinaud, C. ;
Rinnert, E. ;
Michel, K. ;
Jouany, L. ;
Bureau, B. ;
Nazabal, V. .
SCIENTIFIC REPORTS, 2017, 7
[2]   Photochemically produced quasi-linear copolymers for stable and efficient electrolytes in dye-sensitized solar cells [J].
Bella, Federico ;
Imperiyka, Mahamed ;
Ahmad, Azizan .
JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY A-CHEMISTRY, 2014, 289 :73-80
[3]   A UV-crosslinked polymer electrolyte membrane for quasi-solid dye-sensitized solar cells with excellent efficiency and durability [J].
Bella, Federico ;
Pugliese, Diego ;
Nair, Jijeesh R. ;
Sacco, Adriano ;
Bianco, Stefano ;
Gerbaldi, Claudio ;
Barolo, Claudia ;
Bongiovanni, Roberta .
PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2013, 15 (11) :3706-3711
[4]   Optimization of Perovskite Gas Sensor Performance: Characterization, Measurement and Experimental Design [J].
Bertocci, Francesco ;
Fort, Ada ;
Vignoli, Valerio ;
Mugnaini, Marco ;
Berni, Rossella .
SENSORS, 2017, 17 (06)
[5]   Performance of individual cells in polymer electrolyte membrane fuel cell stack under-load cycling conditions [J].
Bose, A. ;
Babburi, P. ;
Kumar, R. ;
Myers, D. ;
Mawdsley, J. ;
Milhuff, J. .
JOURNAL OF POWER SOURCES, 2013, 243 :964-972
[6]   Online voltage consistency prediction of proton exchange membrane fuel cells using a machine learning method [J].
Chen, Huicui ;
Shan, Wanchao ;
Liao, Hongyang ;
He, Yuxiang ;
Zhang, Tong ;
Pei, Pucheng ;
Deng, Chenghao ;
Chen, Jinrui .
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2021, 46 (69) :34399-34412
[7]   A review of durability test protocols of the proton exchange membrane fuel cells for vehicle [J].
Chen, Huicui ;
Song, Zhen ;
Zhao, Xin ;
Zhang, Tong ;
Pei, Pucheng ;
Liang, Chen .
APPLIED ENERGY, 2018, 224 :289-299
[8]  
[陈维荣 Chen Weirong], 2017, [西南交通大学学报, Journal of Southwest Jiaotong University], V52, P429
[9]   Dynamic behaviour of hydrogen fuel cells for automotive application [J].
Corbo, P. ;
Migliardini, F. ;
Veneri, O. .
RENEWABLE ENERGY, 2009, 34 (08) :1955-1961
[10]  
[戴朝华 Dai Chaohua], 2016, [中国电机工程学报, Proceedings of the Chinese Society of Electrical Engineering], V36, P1289